WO2020047604A1 - Biomarkers for cancer therapy - Google Patents
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- WO2020047604A1 WO2020047604A1 PCT/AU2019/050953 AU2019050953W WO2020047604A1 WO 2020047604 A1 WO2020047604 A1 WO 2020047604A1 AU 2019050953 W AU2019050953 W AU 2019050953W WO 2020047604 A1 WO2020047604 A1 WO 2020047604A1
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- C12Q1/6876—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
- C12Q1/6883—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material
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- C07K16/28—Immunoglobulins [IG], e.g. monoclonal or polyclonal antibodies against material from animals or humans against receptors, cell surface antigens or cell surface determinants
- C07K16/2803—Immunoglobulins [IG], e.g. monoclonal or polyclonal antibodies against material from animals or humans against receptors, cell surface antigens or cell surface determinants against the immunoglobulin superfamily
- C07K16/2818—Immunoglobulins [IG], e.g. monoclonal or polyclonal antibodies against material from animals or humans against receptors, cell surface antigens or cell surface determinants against the immunoglobulin superfamily against CD28 or CD152
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- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/53—Immunoassay; Biospecific binding assay; Materials therefor
- G01N33/575—Immunoassay; Biospecific binding assay; Materials therefor for cancer
- G01N33/5751—Immunoassay; Biospecific binding assay; Materials therefor for cancer of the skin, e.g. melanoma
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- C12Q2600/00—Oligonucleotides characterized by their use
- C12Q2600/158—Expression markers
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- G—PHYSICS
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- G01N2333/00—Assays involving biological materials from specific organisms or of a specific nature
- G01N2333/90—Enzymes; Proenzymes
- G01N2333/91—Transferases (2.)
- G01N2333/91005—Transferases (2.) transferring one-carbon groups (2.1)
- G01N2333/91011—Methyltransferases (general) (2.1.1.)
- G01N2333/91017—Methyltransferases (general) (2.1.1.) with definite EC number (2.1.1.-)
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2800/00—Detection or diagnosis of diseases
- G01N2800/52—Predicting or monitoring the response to treatment, e.g. for selection of therapy based on assay results in personalised medicine; Prognosis
Definitions
- This invention relates generally to biomarkers that are useful for determining whether a subject with cancer is likely to respond to cancer therapy.
- the invention therefore relates to methods, kits and compositions for determining whether a subject is likely to respond to cancer therapy, and to methods of treatment based on a determination that a subject with cancer is likely to respond to cancer therapy.
- the invention also relates to methods for sensitizing a subject with cancer to cancer therapy.
- Immune checkpoint inhibitors which to date have been antibodies, block specific interactions between immune checkpoint molecules, leading to a reversal of the downregulation of the immune system that these interactions normally have in the tumor environment.
- Immune checkpoint inhibitors that block the interaction between cytotoxic T-lymphocyte associated protein 4 (CTLA-4) on cytotoxic T cells and cluster differential 80 (CD80)/cluster differential 86 (CD86) on antigen presenting cells (APC), or the interaction between programmed ell dealth-1 (PD-1) on cytotoxic T cells and programmed death ligand-1 (PD-L1) on APC, reactivate the anti-tumor immune response, resulting in improved survival outcomes for patients with various types of cancers.
- CTL-1 cytotoxic T-lymphocyte associated protein 4
- PDC antigen presenting cells
- PD-1 programmed ell dealth-1
- PD-L1 programmed death ligand-1
- the present invention is predicated in part on the determination that expression products of the MAP1LC3B gene are reliable indicators of response to cancer therapy, and in particular therapy with an immune checkpoint inhibitor. Therefore, the present inventors determined that MAP1LC3B is a reliable biomarker of an increased or decreased likelihood that a subject with cancer will respond to therapy with an immune checkpoint inhibitor. The present inventors have also determined that expression products of EHMT2 are also indicative of response to therapy, and thus can be included in the diagnostic and prognostic assays taught herein.
- the concentration, level or abundance of expression products of MAPI LC3B is indicative of the ability of a subject with cancer to respond to cancer therapy, and has utility for determining whether a subject is likely to respond to cancer therapy, and in particular therapy with an immune checkpoint inhibitor.
- MAP1LC3B optionally in combination with EHMT2 therefore has utility as a biomarker for stratifying or classifying subjects as those who are likely to be responders ( .e. likely to exhibit a positive response to the cancer therapy), and those who are likely to be non-responders (/.e. likely to have no response or a negative response to the cancer therapy) .
- those subjects who are classified as responders can be further classified as complete responders or partial responders.
- the present inventors also provide methods for sensitizing a subject with cancer to a cancer therapy, and in particular therapy with an immune checkpoint inhibitor, and methods for treating a subject with cancer.
- the present invention provides a method for determining an indicator used in assessing a likelihood of a subject with cancer responding to cancer therapy, the method comprising, consisting or consisting essentially of: (1) determining a biomarker value for at least one cancer therapy biomarker in a sample from the subject, wherein the, or one of the, cancer therapy biomarker(s) is an expression product of MAP1LC3B and (2) determining the indicator using the biomarker value(s), wherein the indicator is at least partially indicative of the likelihood of responsiveness to cancer therapy; wherein the cancer therapy comprises therapy with an immune checkpoint inhibitor.
- the expression product of MAP1LC3B is a polynucleotide and the biomarker value for MAP1LC3B is indicative of the abundance or concentration of the polynucleotide in the sample.
- the polynucleotide expression product may comprise a nucleotide sequence having at least 70%, 71%, 72%, 73%, 74%, 75%, 76%, 77%, 78%, 79%, 80%, 81%, 82%, 83%, 84%, 85%, 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% sequence identity with the sequence set forth in SEQ ID NO : 1, or a complement thereof.
- the expression product of MAP1LC3B is a polypeptide and the biomarker value for MAP1LC3B is indicative of the abundance or concentration of the polypeptide in the sample
- the polypeptide expression product may comprise an amino acid sequence having at least 85%, 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% sequence identity with the sequence set forth in SEQ ID NO: 2.
- the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is increased relative to the abundance or concentration that correlates with a negative response to cancer therapy, and the indicator is thereby determined to be at least partially indicative of a positive response (e.g . complete or partial response) to therapy;
- the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is about the same as the abundance or concentration that correlates with a positive response (e.g. complete or partial response) to cancer therapy, and the indicator is thereby determined to be at least partially indicative of a positive response (e.g.
- the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is about the same as the abundance or concentration that correlates with a negative response to cancer therapy, and the indicator is thereby determined to be at least partially indicative of a negative response to therapy; or the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is decreased relative the abundance or concentration that correlates with a positive response (e.g. complete or partial response) to cancer therapy, and the indicator is thereby determined to be at least partially indicative of a negative response to therapy.
- one of the at least one cancer therapy biomarkers is an expression product of EHMT2.
- the expression product of EHMT2 may be a polynucleotide and the biomarker value for EHMT2 is indicative of the abundance or concentration of the polynucleotide in the sample.
- the polynucleotide expression product may comprise a nucleotide sequence having at least 70%, 71%, 72%, 73%, 74%, 75%, 76%, 77%, 78%, 79%, 80%, 81%, 82%, 83%, 84%, 85%, 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% sequence identity with the sequence set forth in any one of SEQ ID NOs: 3, 5, 7, 9 and 11, or a complement thereof.
- the expression product of EHMT2 is a polypeptide and the biomarker value for EHMT2 is indicative of the abundance or
- the polypeptide expression product may comprise an amino acid sequence having at least 85%, 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% sequence identity with the sequence set forth in any one of SEQ ID NOs: 4, 6, 8, 10 and 12.
- the biomarker value for the expression product of EHMT2 is determined by measuring the abundance or concentration of an expression product of EHMT1.
- concentration of the polynucleotide or polypeptide expression product of EHMT2 is increased relative to the abundance or concentration that correlates with a positive response (e.g. complete or partial response) to cancer therapy, and the indicator is thereby determined to be at least partially indicative of a negative response to therapy;
- the abundance or concentration of the polynucleotide or polypeptide expression product of EHMT2 is about the same as the abundance or concentration that correlates with a negative response to cancer therapy, and the indicator is thereby determined to be at least partially indicative of a negative response to therapy;
- the abundance or concentration of the polynucleotide or polypeptide expression product of EHMT2 is decreased relative to the abundance or concentration that correlates with a negative response to cancer therapy, and the indicator is thereby determined to be at least partially indicative of a positive response ⁇ e.g.
- the abundance or concentration of the polynucleotide or polypeptide expression product of EHMT2 is about the same as the abundance or concentration that correlates with positive response to cancer therapy, and the indicator is thereby determined to be at least partially indicative of positive response ⁇ e.g. complete or partial response) to therapy.
- the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is decreased relative to the abundance or concentration that correlates with positive response ⁇ e.g.
- the abundance or concentration of the polynucleotide or polypeptide expression product of EHMT2 is increased relative the abundance or concentration that correlates with positive response to cancer therapy; and the indicator is thereby determined to be at least partially indicative of a negative response to therapy.
- the indicator is derived from a ratio of the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B to the abundance or concentration of the polynucleotide or polypeptide expression product of EHMT2.
- the ratio is higher relative to a ratio that correlates with a negative response to therapy, and the indicator is thereby determined to be at least partially indicative of a positive response to therapy; the ratio is about the same as a ratio that correlates with a positive response to therapy, and the indicator is thereby determined to be at least partially indicative of a positive response to therapy; the ratio is lower relative to a ratio that correlates with a positive response to therapy, and the indicator is thereby determined to be at least partially indicative of a negative response to therapy; or the ratio is about the same as a ratio that correlates with a negative response to therapy, and the indicator is thereby determined to be at least partially indicative of a negative response to therapy.
- the positive response to therapy is a complete or partial response to therapy.
- the ratio is higher relative to a ratio that correlates with a partial response to therapy, and the indicator is thereby determined to be at least partially indicative of a complete response to cancer therapy; the ratio is about the same as a ratio that correlates with a complete response to therapy, and the indicator is thereby determined to be at least partially indicative of a complete response to cancer therapy; the ratio is lower relative to a ratio that correlates with a complete response to therapy, and the indicator is thereby determined to be at least partially indicative of a partial response to therapy; the ratio is about the same as a ratio that correlates with a partial response to therapy, and the indicator is thereby determined to be at least partially indicative of a partial response to therapy; the ratio is lower relative to a ratio that correlates with a partial response to therapy, and the indicator is thereby determined to be at least partially indicative of a negative response to therapy; or the ratio is about the same as a ratio that correlates with
- the at least one cancer therapy biomarker comprises LDH, BRAF and NRAS.
- the biomarker value for serum LDH may be determined by measuring the abundance or concentration of serum LDH.
- the biomarker value for BRAF and NRAS is a BRAF/NRAS mutation status, wherein the BRAF/NRAS mutation status is determined by detecting the presence or absence of mutations in BRAF and NRAS, whereby a detection of one or more mutations in BRAF and NRAS is a positive BRAF/NRAS mutation status, and the detection of no mutations in BRAF and NRAS is a positive BRAF/NRAS mutation status.
- the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is increased relative to a reference level; the abundance or concentration of serum LDH is the same as that of a healthy subject; the BRAF/NRAS mutation status is negative or positive; and the indicator is thereby determined to be at least partially indicative of a complete response to therapy; or the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is increased relative to a reference level; the abundance or concentration of serum LDH is increased relative to that of a healthy subject; the BRAF/NRAS mutation status is negative; and the indicator is thereby determined to be at least partially indicative of a complete response to therapy.
- the abundance or concentration of the polynucleotide or polypeptide expression product of MAPI LC3B is decreased relative to a reference level; the abundance or concentration of serum LDH correlates with that of a healthy subject; the BRAF/NRAS mutation status is negative; and the indicator is thereby determined to be at least partially indicative of a partial response to therapy.
- the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is increased relative to a reference level; the abundance or concentration of serum LDH is increased relative to that of a healthy subject; the BRAF/NRAS mutation status is positive; and the indicator is thereby determined to be at least partially indicative of a negative response to therapy; the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is decreased relative to a reference level; the abundance or concentration of serum LDH is increased relative to that of a healthy subject; the BRAF/NRAS mutation status is negative or positive; and the indicator is thereby determined to be at least partially indicative of a negative response to therapy; or the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is decreased relative to a reference level; the abundance or concentration of serum LDH correlates with that of a healthy subject; the BRAF/NRAS mutation status is positive; and the indicator is thereby
- the biomarker value(s) may be measured using nucleic acid amplification techniques, sequencing platforms, array and hybridization platforms, microscopy, flow cytometry, immunoassays, mass spectrometry, or a combination thereof.
- the biomarker value(s) is(are) measured using quantitative RT-PCR.
- the sample may comprise cancer or tumor cells.
- a further aspect of the invention provides a method for treating cancer in a subject, the method comprising, consisting or consisting essentially of: performing the method described above and herein for determining an indicator used in assessing a likelihood of a subject with cancer responding to cancer therapy; and exposing the subject to a cancer therapy on the basis that the indicator is at least partially indicative of a positive response to cancer therapy; wherein the cancer therapy comprises therapy with an immune checkpoint inhibitor.
- a method for sensitizing a subject with cancer to cancer therapy comprising, consisting or consisting essentially of performing the method described above and herein for determining an indicator used in assessing a likelihood of a subject with cancer responding to cancer therapy; and administering an EHMT2 or EHMT1 inhibitor to the subject on the basis that the indicator is at least partially indicative of a negative response to cancer therapy; wherein the cancer therapy comprises therapy with an immune checkpoint inhibitor.
- the EHMT2 inhibitor may be selected from among a small molecule (e.g.
- the method further comprises exposing the subject to the cancer therapy.
- the immune checkpoint inhibitor is selected from among a CTLA-4 inhibitor (e.g. ipilimumab or tremelimumab), PD- 1 inhibitor (e.g. pembrolizumab, pidilizumab, nivolumab, REGN2810, CT- 001, AMP-224, BMS-936558, MK-3475, MEDI0680 and PDR001) and PD-L1 inhibitor (e.g. atezolizumab, durvalumab, avelumab, BMS-936559 and MEDI4736) or a combination thereof.
- CTLA-4 inhibitor e.g. ipilimumab or tremelimumab
- PD- 1 inhibitor e.g. pembrolizumab, pidilizumab, nivolumab, REGN2810, CT- 001, AMP-224, BMS-936558, MK-3475, MEDI0680 and PDR
- the cancer therapy comprises a further chemotherapeutic agent and/or radiotherapy.
- the methods of the present invention are be performed with a subject with cancer.
- the cancer is a solid tumor.
- the cancer is a blood tumor.
- compositions for determining an indicator used in assessing a likelihood of a subject with cancer responding to cancer therapy comprising, consisting, or consisting essentially of a MAP1LC3B transcript or cDNA thereof and at least one oligonucleotide primer or probe that hybridizes to the
- the cDNA may correspond to mRNA derived from a cell or cell population (e.g. is a tumor cell or tumor cell population).
- a solid support for determining an indicator used in assessing a likelihood of a subject with cancer responding to cancer therapy, the solid support comprising, consisting, or consisting essentially of at least one first oligonucleotide primer or probe immobilized to the solid support, wherein the at least one first oligonucleotide primer or probe hybridizes to a MAP1LC3B transcript or cDNA; and at least one second oligonucleotide primer or probe immobilized to the solid support, wherein the at least one second oligonucleotide primer or probe hybridizes to a EHMT2 t or EHMT1 transcript or cDNA thereof, wherein the cancer therapy comprises therapy with an immune checkpoint inhibitor.
- the support further comprises a MAP1LC3B transcript or cDNA thereof hybridized to the at least one first oligonucleotide primer or probe; and an EHMT2 or EHMT1 transcript or cDNA thereof hybridized to the at least one second oligonucleotide primer or probe.
- the cDNA may correspond to mRNA derived from a cell or cell population (e.g. is a tumor cell or tumor cell population) .
- compositions for determining an indicator used in assessing a likelihood of a subject with cancer responding to cancer therapy comprising, consisting, or consisting essentially of tumor cells, a detection agent that binds to the polypeptide expression product of MAP1LC3B, and a detection agent that binds to the polypeptide expression product of EHMT2 or EHMT1, wherein the cancer therapy comprises therapy with an immune checkpoint inhibitor.
- the detection agents are antibodies or antigen-binding fragments thereof.
- kits for determining an indicator used in assessing a likelihood of a subject with cancer responding to cancer therapy comprising, consisting, or consisting essentially of (a) at least one reagent that allows quantification of a polynucleotide or polypeptide expression product of MAPI LC3B in a biological sample; and optionally (b) instructions for using the at least one reagent; wherein the cancer therapy comprises therapy with an immune checkpoint inhibitor.
- the kit further comprises at least one reagent that allows quantification of a polynucleotide or polypeptide expression product of EHMT2 or EHMT1 in the biological sample.
- Figure 1 shows an image of immunoblotting analysis of EHMT2 (G9a) from eight tested melanoma cell lines as well as the normal melanocytes (Norm). Tubulin was used as a loading control.
- Figure 2 is a graphical representation of cell viability of melanoma cell lines treated with either vehicle (DMSO) or 5 mM of UNC0642 for 48 hours. Cell viability was measured by MTT assay against normal melanocytes.
- Figure 3 represents the results of a study of four melanoma cell lines (D05 (BRAF mutant), C006 (NRAS mutant), C008 (NF1 mutant) and C092 (Triple wild type)) treated with either vehicle (DMSO) or 5 mM of UNC0642 for 48 hours.
- D05 BRAF mutant
- C006 NRAS mutant
- C008 NF1 mutant
- C092 Triple wild type
- A Graphical representation of relative proliferation of cells as assessed using IncuCyte ZOOM time-lapse imaging analysis.
- B Image of immunoblotting analysis of H3K9me2 from D05 and C008, with total H3 used as loading control.
- Figure 4 represents the results of a study assessing cellular proliferation and viability of the D05 cell line following knock down of G9a using shG9a or a non-silencing control (shNS).
- A Cellular proliferation as analyzed by IncuCyte ZOOM imaging .
- B Cell viability as assessed by MTT assay. Data is presented as the mean ⁇ SEM, significant comparisons were determined by unpaired t-test and indicated as follows: *P ⁇ 0.05, **P ⁇ 0.01, (all experiments were performed twice with between 3 and 6 replicates per
- Figure 5 shows an image of immunoblotting analysis of LC3B I/II and ATG5 from various melanoma cell lines as well as normal melanocytes. Tubulin levels were used as a loading control.
- Figure 6 shows an image of Immunoblotting analysis of LC3B I/II from melanoma cell lines treated with either vehicle (-) or 5 mM of UNC0642. Tubulin was used as a loading control.
- Figure 7 shows an image of immunoblotting analysis of G9a and LC3B I/II from D05 and C092 melanoma cell lines expressing shNS (-) and shG9a (+). Tubulin levels were used as a loading control.
- Figure 8 is a graphical representation of expression levels of MAP1LC3B in four melanoma cell lines treated with UNC0642 for 24 hours, as assessed by quantitative RT- PCR. The results are expressed as fold change compared to vehicle control (DMSO).
- Figure 9 represents the results of a chromatin immunoprecipitation analysis of H3K9me2, Pol II on the MAP1LC3B promoter (left panel) or 5 kb upstream of the
- Figure 10 represents the results of a study assessing the effect of a G9a inhibitor on tumors in mice.
- Tumor-bearing mice were treated with vehicle (DMSO) or 5 mg/kg UNC0642 intraperitoneally every two days.
- DMSO vehicle
- UPC0642 intraperitoneally every two days.
- Tumor growth was measured using a digital caliper, and tumor volumes are represented as mean ⁇ SEM .
- Figure 11 represents the results of an analysis of EHMT2 and MAP1LC3B expression in the TCGA melanoma RNA-seq dataset.
- EHMT2 hi /MAPlLC3B hi EHMT2'°/MAPlLC3B hi and EHMT2 l0 /MAPlLC3B l0 .
- B Overall survival of melanoma patients with four different expression patterns of EHMT2 and MAP1LC3B. Log-rank P values and the number of patients in each group are reported.
- C Relapse-free survival of melanoma patients with four different expression patterns of EHMT2 and MAP1LC3B. Log-rank P values and the number of patients in each group are reported.
- D Comparison of BRAF, NRAS, NF1 and Triple wt mutation status across the four EHMT2/MAP1LC3B expression groups. Chi square test was used (GraphPad Prism) .
- Figure 12 shows G9a and/or LC3B expression in melanoma patients.
- A Diagram of pre-treatment tumor biopsy sample collection from metastatic melanoma patients for MAP1LC3B transcript analysis.
- B Survival curve for metastatic melanoma patients using tumor MAP1LC3B transcript levels. Survival of two patient groups, MAP1LC3B high (grey) and MAP1LC3B low (black) are shown.
- C Graph representing the relative gene expression of EHMT2 and MAP1LC3B from the two patient groups (pre-treatment) .
- D Diagram of pretreatment tumor biopsy samples from metastatic melanoma patients for TMA processing and I HC analysis.
- E Graphical representation of the number and mean intensity of the LC3B staining in the TMA sections by Responder and Non-responder. P ⁇ 0.05.
- FIG. 13 shows Receiver Operator Characteristic (ROC) curves of LC3B as a predictor of outcome in melanoma patients treated with immunotherapy.
- ROC curves were constructed using MedCalc® (version 12.7) for all the endpoints available in our cohort including survival (dead vs. alive), response (initial SD/PD vs. CR/PR), progression (de novo or acquired PD vs. rest), and acquired resistance (acquired PD vs. rest).
- the endpoint analysis is displayed for (A), the percentage of LC3-positive cells (% LC3B+ cells) or (B), absolute LC3B staining intensity (LC3B expression) .
- Figure 14 shows patients were classified based on the (A) percentage of LC3B-positive cells (% LC3B + cells) or (B) absolute LC3B staining intensity (LC3B expression) .
- the classification was based on the cut-offs from ROC curves to define low (black) or high (grey) groups.
- KM plots are shown for overall survival, response (CR or PR), Progression (de novo or post-response), and for acquired resistance (PD after initial response).
- Flazard ratios and P-values from log-rank (Mantel-Cox) test using GraphPad Prism are shown for each plot.
- FIG. 15 shows G9a and LC3B expression in CTCs from melanoma patients.
- A Diagram of post-treatment liquid biopsy sample collection from metastatic melanoma patients for CTC G9a and LC3B protein analysis.
- B Graphical representation of the ratio of total fluorescence intensity of LC3B to G9a in CTCs. ****p ⁇ 0.0001.
- Figure 16 shows a model for G9a inhibitor-mediated re-expression of MAP1LC3B for melanoma cell death induction and utility of G9a and MAP1LC3B as patient selection and immune checkpoint inhibitor (ICI) therapy response markers.
- G9a inhibitor induces MAP1LC3B expression by reducing histone H3K9 methylation, thereby modulates autophagy and leads to better response to ICI therapy.
- B G9a and MAP1LC3B levels can stratify melanoma patients into distinct prognostic groups.
- Figure 17 shows outcomes of melanoma patients of different classifications.
- A Outcomes of patients classified by percentage of LC3B-positive cells and BRAF/NRAS mutation status.
- B Outcomes of patients classified by percentage of LC3B-positive cells and LDH status.
- C Classification of patients into Groups 1-3.
- D Outcomes of patients classified into Groups 1-3.
- Figure 18 represents an analysis of immune effector cells from AT3 tumors that were exposed to vehicle or UNC0642 at 25mg/kg every 2 days for 14 days. Tumor infiltrating lymphocytes (TILs) and NK cells were then analyzed by FACs.
- TILs Tumor infiltrating lymphocytes
- B Frequency (%) of CD8 + PD-1 + T cells, and CD8 + PDL-1 + T cells.
- C C
- CD4 + CD73 + T cells CD8 + CD73 + T cells.
- E Number of NK cells per mg tissue. *P ⁇ 0.05, **P ⁇ 0.01, ***P ⁇ 0.001, ****p ⁇ 0.0001.
- the articles “a” and “an” are used herein to refer to one or to more than one (/.e. , to at least one) of the grammatical object of the article.
- an element means one element or more than one element.
- the terms “abundance,” “level” and “amount” are used interchangeably herein to refer to a quantitative a mount (e.g. , weight or moles), a semi- quantitative amount, a relative amount (e.g. , weight % or mole % within class), a
- antibody and its grammatical equivalents refer to a protein which is capable of specifically binding to a target antigen and includes any substance, or group of substances, which has a specific binding affinity for an antigen, suitably to the exclusion of other substances.
- This term encompasses an immunoglobulin molecule capable of specifically binding to a target antigen by virtue of an antigen binding site contained within at least one variable region.
- This term includes four chain antibodies (e.g. , two light chains and two heavy chains), recombinant or modified antibodies (e.g. , chimeric antibodies, humanized antibodies, primatized antibodies, de-immunized antibodies, half antibodies, bispecific antibodies) and single domain antibodies such as domain antibodies and heavy chain only antibodies (e.g.
- An antibody generally comprises constant domains, which can be arranged into a constant region or constant fragment or fragment crystal I izable (Fc) .
- the antibodies comprise a four-chain structure as their basic unit.
- Full- length antibodies comprise two heavy chains ( «50-70 kDa) covalently linked and two light chains ( «23 kDa each).
- a light chain generally comprises a variable region and a constant domain and in mammals is either a K light chain or a l light chain.
- a heavy chain generally comprises a variable region and one or two constant domain(s) linked by a hinge region to additional constant domain(s) .
- Heavy chains of mammals are of one of the following types a, d, e, g, or m .
- Each light chain is also covalently linked to one of the heavy chains.
- the two heavy chains and the heavy and light chains are held together by inter-chain disulfide bonds and by non-covalent interactions.
- the number of inter-chain disulfide bonds can vary among different types of antibodies.
- Each chain has an N-terminal variable region (V H or V L wherein each are «110 amino acids in length) and one or more constant domains at the C- terminus.
- the constant domain of the light chain (CL which is «110 amino acids in length) is aligned with and disulfide bonded to the first constant domain of the heavy chain (CH which is «330-440 amino acids in length).
- the light chain variable region is aligned with the variable region of the heavy chain.
- the antibody heavy chain can comprise two or more additional CH domains (such as, C H 2, C H 3 and the like) and can comprise a hinge region can be identified between the CHI and Cm constant domains.
- Antibodies can be of any type (e.g. , IgG, IgE,
- the antibody is a murine (mouse or rat) antibody or a primate (suitably human) antibody.
- antibody encompasses not only intact polyclonal or monoclonal antibodies, but also variants, fusion proteins comprising an antibody portion with an antigen binding site, humanized antibodies, human antibodies, chimeric antibodies, primatized antibodies, de-immunized antibodies or veneered antibodies.
- antibody antigen binding fragments that retain specific binding affinity for an antigen, suitably to the exclusion of other substances.
- This term includes a Fab fragment, a Fab' fragment, a F(ab') fragment, a single chain antibody (SCA or SCAB) amongst others.
- An "Fab fragment” consists of a monovalent antigen-binding fragment of an antibody molecule, and can be produced by digestion of a whole antibody molecule with the enzyme papain, to yield a fragment consisting of an intact light chain and a portion of a heavy chain.
- An "Fab' fragment” of an antibody molecule can be obtained by treating a whole antibody molecule with pepsin, followed by reduction, to yield a molecule consisting of an intact light chain and a portion of a heavy chain. Two Fab' fragments are obtained per antibody molecule treated in this manner.
- An "F(ab')2 fragment” of an antibody consists of a dimer of two Fab' fragments held together by two disulfide bonds, and is obtained by treating a whole antibody molecule with the enzyme pepsin, without subsequent reduction.
- An "Fv fragment” is a genetically engineered fragment containing the variable region of a light chain and the variable region of a heavy chain expressed as two chains.
- a "single chain antibody” (SCA) is a genetically engineered single chain molecule containing the variable region of a light chain and the variable region of a heavy chain, linked by a suitable, flexible polypeptide linker.
- biomarker broadly refers to any detectable compound, such as a protein, a peptide, a proteoglycan, a glycoprotein, a lipoprotein, a carbohydrate, a lipid, a nucleic acid (e.g., DNA, such as cDNA or amplified DNA, or RNA, such as mRNA), an organic or inorganic chemical, a natural or synthetic polymer, a small molecule (e.g., a metabolite), or a discriminating molecule or discriminating fragment of any of the foregoing, that is present in or derived from a sample.
- a nucleic acid e.g., DNA, such as cDNA or amplified DNA, or RNA, such as mRNA
- an organic or inorganic chemical e.g., a natural or synthetic polymer, a small molecule (e.g., a metabolite), or a discriminating molecule or discriminating fragment of any of the foregoing, that is present in
- Detected from refers to a compound that, when detected, is indicative of a particular molecule being present in the sample.
- detection of a particular cDNA can be indicative of the presence of a particular RNA transcript in the sample.
- detection of or binding to a particular antibody can be indicative of the presence of a particular antigen (e.g., protein) in the sample.
- a discriminating molecule or fragment is a molecule or fragment that, when detected, indicates presence or abundance of an above-identified compound.
- a biomarker can, for example, be isolated from a sample, directly measured in a sample, or detected in or determined to be in a sample.
- a biomarker can, for example, be functional, partially functional, or non-functional.
- the "biomarkers” include “cancer therapy biomarkers", which are described in more detail below.
- biomarker value refers to a value measured or derived for at least one corresponding biomarker of a subject and which is typically at least partially indicative of an abundance or concentration of a biomarker in a sample taken from the subject.
- the biomarker values could be measured biomarker values, which are values of biomarkers measured for the subject, or alternatively could be derived biomarker values, which are values that have been derived from one or more measured biomarker values, for example by applying a function to the one or more measured biomarker values.
- Biomarker values can be of any appropriate form depending on the manner in which the values are determined.
- the biomarker values could be determined using high-throughput technologies such as sequencing platforms, array and hybridization platforms, mass spectrometry, immunoassays, immunofluorescence, flow cytometry, or any combination of such technologies.
- the biomarker values relate to a level of abundance or activity of an expression product or other measurable molecule, quantified using a technique such as quantitative RT-PCR, sequencing, or the like.
- the biomarker values can be in the form of amplification amounts, or cycle times, which are a logarithmic representation of the concentration of the biomarker within a sample, as will be appreciated by persons skilled in the art and as will be described in more detail below.
- the biomarker values are quantified using immunofluorescence of cells containing the expression product.
- biomarker profile refers to one or a plurality of one or more types of biomarkers (e.g. , an mRNA molecule, a cDNA molecule and/or a protein, etc.), or an indication thereof, together with a feature, such as a measurable aspect (e.g. , biomarker value) of the biomarker(s).
- a biomarker profile may comprise a single biomarker whose level, abundance or amount correlates with a condition or clinical state (e.g. , responsiveness or non-responsiveness to cancer therapy) .
- a biomarker profile may comprise at least two such biomarkers or indications thereof, where the biomarkers can be in the same or different classes, such as, for example, a nucleic acid and a polypeptide.
- a biomarker profile may comprise at least 2, 3, 4, 5, 6, 7, 8, 9, 10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, or 100 or more biomarkers or indications thereof.
- a biomarker profile can further comprise one or more controls or internal standards.
- the biomarker profile comprises at least one biomarker, or indication thereof, that serves as an internal standard.
- a biomarker profile comprises an indication of one or more types of biomarkers.
- the term "indication” as used herein in this context merely refers to a situation where the biomarker profile contains symbols, data, abbreviations or other similar indicia for a biomarker, rather than the biomarker molecular entity itself.
- biomarker profile is also used herein to refer to a biomarker value or combination of at least two biomarker values, wherein individual biomarker values correspond to values of biomarkers that can be measured or derived from one or more subjects, which combination is characteristic of a condition or clinical state or a prognosis for a condition or clinical state (e.g. , responsiveness or non-responsiveness to cancer therapy) .
- profile biomarkers is used to refer to a subset of the biomarkers that have been identified for use in a biomarker profile that can be used in performing a clinical assessment, such as to rule in or rule out a specific conditions or clinical states. The number of profile biomarkers will vary, but is typically of the order of 10 or less.
- a biomarker profile includes a profile of biomarkers selected from an expression product of MAP1LC3B, an expression product of EHMT2, serum LDFI, and BRAF/NRAS mutation status.
- Exemplary profiles therefore include a profile of an expression product of MAP1LC3B and an expression product of EHMT2, and a profile of expression product of MAP1LC3B, serum LDFI, and BRAF/NRAS mutation status.
- BRAF/NRAS mutation status refers to the status of a subject with respect to whether or not they have one or more mutations in the BRAF and NRAS genes, such as one or more mutations that affect the activity of the products of the genes (e.g. reduce or increase the activity of either one of the products of the genes by at least or about 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90% or more) and are associated with cancer, e.g. melanoma.
- a negative BRAF/NRAS mutation status means that there are no mutations in either the BRAF or NRAS genes.
- a positive BRAF/NRAS mutation status means that there is at least one mutation in the BRAF and/or NRAS gene.
- Exemplary mutations that affect the activity of the products of the genes include and have been associated with cancer include, but are not limited to, G7S, H57Y, F294L, S365L, G464E, S465Y, G466E, G469E, L496V, A497V, N581S, N581Y, L584S, D594G, L597S, A598A, V600E, V600K, V600R, K601E, V624F and T740A in BRAF , and G12S, G12D, G12A, G13R, G13V, A59D, Q61K, Q61R, Q61L, Q61V, Q61H and A146T in NRAS. In some examples, only mutations at V600 of BRAF are assessed, and only mutations at G12, G13 and Q61 or NRAS are assessed.
- complementary and complementarity refer to polynucleotides (/. e. , a sequence of nucleotides) related by the base-pairing rules.
- sequence "A-G-T” is complementary to the sequence "T-C-A.”
- Complementarity may be “partial”, in which only some of the nucleic acids' bases are matched according to the base pairing rules. Or, there may be “complete” or “total” complementarity between the nucleic acids. The degree of complementarity between nucleic acid strands has significant effects on the efficiency and strength of hybridization between nucleic acid strands.
- correlating refers to determining a relationship between one type of data with another or with a condition or clinical state (e.g. , responsiveness or non responsiveness to cancer therapy).
- the phrase "correlates with that of a healthy individual" with reference to serum LDH levels, abundance or concentration means that the level, abundance or concentration detected in a test sample (e.g. a serum or blood sample from a patient with cancer) is about the same, or is in the same range, as that considered to be a normal level or range for a healthy individual of the same age.
- a test sample e.g. a serum or blood sample from a patient with cancer
- the phrase “is increased relative to that of a healthy individual” with reference to serum LDH levels or abundance means that the level, abundance or concentration detected in a test sample (e.g. a serum or blood sample from a patient with cancer) is increased (e.g.
- Serum LDH is routinely assessed for the diagnosis and treatment of liver diseases, cardiac diseases and tumors of the lung or kidney.
- LDH levels are assessed in an enzymatic assay that assesses LDH activity.
- the assay may involve LDH catalyzing the oxidation of L- Lactate to pyruvate with the concurrent reduction of B-Nicotinamide Adenine Dinucleotide (NAD) to B-Nicotinamide Adenine Dinucleotide (reduced form) (NADH).
- normal serum LDH levels or ranges for healthy individuals of any given age or age range can be determined using a group or population of healthy subjects of a that age or age range. Exemplary normal ranges include : 0 - 5 years old : 140 - 304 IU/L; 5 - 10 years old : 142 - 290 IU/L; 10 - 15 years old : 115-257 IU/L; > 15 years old : 93 - 198 IU/L.
- diagnosis As used herein, the terms “diagnosis,” “diagnosing” and the like are used interchangeably herein to encompass determining the likelihood that a subject will develop or has a condition or clinical state (e.g. , responsiveness or non-responsiveness to cancer therapy) . These terms also encompass, for example, determining the level of clinical state (e.g. the level of responsiveness to cancer therapy), as well as in the context of rational therapy, in which the diagnosis guides therapy, including initial selection of therapy, modification of therapy (e.g. , adj ustment of dose or dosage regimen), and the like.
- condition or clinical state e.g. , responsiveness or non-responsiveness to cancer therapy
- “likelihood” is meant a measure of whether a subject with particular measured or derived biomarker values actually has a condition or clinical state (or not) based on a given mathematical model.
- An increased likelihood for example may be relative or absolute and may be expressed qualitatively or quantitatively. For instance, an increased likelihood may be determined simply by determining the subject's measured or derived biomarker values for one or more cancer therapy biomarkers and placing the subject in an "increased likelihood" category, based upon previous population studies.
- the term “likelihood” is also used interchangeably herein with the term “probability”.
- gene refers to a stretch of nucleic acid that codes for a polypeptide or for an RNA chain that has a function. While it is the exon region of a gene that is transcribed to form mRNA, the term “gene” also includes regulatory regions such as promoters and enhancers that govern expression of the exon region.
- the term "indicator” as used herein refers to a result or representation of a result, including any information, number, ratio, signal, sign, mark, or note by which a skilled artisan can estimate and/or determine a likelihood of whether or not a subject suffering from a cancer will respond to a cancer therapy.
- the "indicator” may optionally be used together with other clinical characteristics to arrive at a determination that the subject is or is not likely to respond to cancer therapy. That such an indicator is "determined” is not meant to imply that the indicator is 100% accurate.
- the skilled clinician may use the indicator together with other clinical indicia to arrive at a conclusion.
- immobilized means that a molecular species of interest is fixed to a solid support, suitably by covalent linkage. This covalent linkage can be achieved by different means depending on the molecular nature of the molecular species. Moreover, the molecular species may be also fixed on the solid support by electrostatic forces, hydrophobic or hydrophilic interactions or Van-der-Waals forces. The above described physicochemical interactions typically occur in interactions between molecules.
- the molecules remain immobilized or attached to a support under conditions in which it is intended to use the support, for example in applications requiring nucleic acid amplification and/or sequencing or in in antibody-binding assays.
- oligonucleotides or primers are immobilized such that a 3' end is available for enzymatic extension and/or at least a portion of the sequence is capable of hybridizing to a complementary sequence.
- immobilization can occur via hybridization to a surface attached primer, in which case the immobilized primer or oligonucleotide may be in the 3'-5' orientation.
- immobilization can occur by means other than base-pairing hybridization, such as the covalent attachment.
- label and grammatical equivalents thereof, refer to any atom or molecule that can be used to provide a detectable and/or quantifiable signal.
- the label can be attached, directly or indirectly, to a nucleic acid or protein.
- Suitable labels that can be attached include, but are not limited to, radioisotopes,
- a label can include an atom or molecule capable of producing a visually detectable signal when reacted with an enzyme.
- the label is a "direct" label which is capable of spontaneously producing a detectible signal without the addition of ancillary reagents and is detected by visual means without the aid of instruments.
- colloidal gold particles can be used as the label.
- the label is other than a naturally-occurring nucleoside.
- label also refers to an agent that has been artificially added, linked or attached via chemical manipulation to a molecule.
- the "level”, “abundance” or “amount” of a biomarker is a detectable level or amount in a sample. These can be measured by methods known to one skilled in the art and also disclosed herein. These terms encompass a quantitative amount or level (e.g., weight or moles), a semi-quantitative amount or level, a relative amount or level (e.g., weight % or mole % within class), a concentration, and the like. Thus, these terms encompass absolute or relative amounts or levels or concentrations of a biomarker in a sample. The expression level or amount of biomarker assessed can be used to determine the response to treatment. In specific embodiments in which the level of a biomarker is "reduced" relative to a reference or control, the reduced level may refer to an overall reduction of any of at least about 10%,
- reduced level refers to a decrease in level/amount of a biomarker in the sample wherein the decrease is at least about any of 0.9x, 0.8x, 0.7x, 0.6x, 0.5x, 0.4x, 0.3x, 0.2x, O.
- the level of a biomarker varies by less than about 10%, 9%, 8%, 7%, 6%, 5%, 4%, 3%, 2%, 1%, 0.5%, 0.1%, or even less, as compared to the level of biomarker (e.g. , protein or nucleic acid (e.g. , mRNA or cDNA)), detected by standard art known methods such as those described herein, in a reference sample, reference cell, reference tissue, control sample, control cell, or control tissue.
- biomarker e.g. , protein or nucleic acid (e.g. , mRNA or cDNA)
- nucleic acid or “polynucleotide” as used herein includes RNA, mRNA, miRNA, cRNA, cDNA, mtDNA, or DNA.
- the term typically refers to a polymeric form of nucleotides of at least 10 bases in length, either ribonucleotides or deoxynucleotides or a modified form of either type of nucleotide.
- the term includes single and double stranded forms of DNA or RNA.
- samples so obtained include, for example, nucleic acid extracts or polypeptide extracts isolated or derived from a particular source.
- the extract may be isolated directly from a biological fluid or tissue of a subject.
- MAP1LC3B expression refers to the transcription and/or translation and/or activity of MAP1LC3B (or LC3B) and EHMT2 (or G9a) respectively.
- EHMT2 expression refers to the transcription and/or translation and/or activity of MAP1LC3B (or LC3B) and EHMT2 (or G9a) respectively.
- the term "positive response” means that the result of a treatment regimen includes some clinically significant benefit, such as the prevention, or reduction of severity, of symptoms, or a slowing of the progression of the condition. For example, a reduction in tumor size or tumor burden, or a slowing in the rate of tumor growth or spread ( .e. metastasizing), can indicate a positive response.
- a reduction in tumor size or tumor burden, or a slowing in the rate of tumor growth or spread can indicate a positive response.
- metastasizing can indicate a positive response.
- negative response or “non-response” means that a treatment regimen provides no or minimal clinically significant benefit, such as the prevention, or reduction of severity, of symptoms, or increases the rate of progression of the condition.
- RECIST Response Evaluation Criteria in Solid Tumors
- a positive response may include a "partial response” or “complete response”, such as defined by RECIST l . l, while a negative response may be equivalent to "stable disease” .
- primer an oligonucleotide which, when paired with a strand of DNA, is capable of initiating the synthesis of a primer extension product in the presence of a suitable polymerizing agent.
- the primer is preferably single-stranded for maximum efficiency in amplification but can alternatively be double-stranded.
- a primer must be sufficiently long to prime the synthesis of extension products in the presence of the polymerization agent. The length of the primer depends on many factors, including application, temperature to be employed, template reaction conditions, other reagents, and source of primers. For example, depending on the complexity of the target sequence, the primer may be at least about 5, 6,
- primers can be large polynucleotides, such as from about 35 nucleotides to several kilobases or more. Primers can be selected to be “substantially complementary” to the sequence on the template to which it is designed to hybridize and serve as a site for the initiation of synthesis. By “substantially complementary”, it is meant that the primer is sufficiently complementary to hybridize with a target polynucleotide.
- the primer contains no mismatches with the template to which it is designed to hybridize but this is not essential.
- non-complementary nucleotide residues can be attached to the 5' end of the primer, with the remainder of the primer sequence being complementary to the template.
- non-complementary nucleotide residues or a stretch of non-complementary nucleotide residues can be interspersed into a primer, provided that the primer sequence has sufficient complementarity with the sequence of the template to hybridize therewith and thereby form a template for synthesis of the extension product of the primer.
- probe refers to a molecule that binds to a specific sequence or sub-sequence or other moiety of another molecule. Unless otherwise indicated, the term “probe” typically refers to a nucleic acid probe that binds to another nucleic acid, also referred to herein as a "target polynucleotide", through complementary base pairing . Probes can bind target polynucleotides lacking complete sequence complementarity with the probe, depending on the stringency of the hybridization conditions. Probes can be labeled directly or indirectly and include primers within their scope.
- Prognosis refers to a prediction of the probable course and outcome of a clinical condition or disease. A prognosis is usually made by evaluating factors or symptoms of a disease that are indicative of a favorable or unfavorable course or outcome of the disease (e.g., response to therapy).
- prognosis refers to an increased probability that a certain course or outcome will occur; that is, that a course or outcome is more likely to occur in a subject exhibiting a given condition, when compared to those individuals not exhibiting the condition.
- sample includes any biological specimen that may be extracted, untreated, treated, diluted or concentrated from a subject.
- Samples may include, without limitation, biological fluids such as whole blood, serum, red blood cells, white blood cells, plasma, saliva, urine, stool (/.e., faeces), tears, sweat, sebum, nipple aspirate, ductal lavage, tumor exudates, synovial fluid, ascitic fluid, peritoneal fluid, amniotic fluid, cerebrospinal fluid, lymph, fine needle aspirate, amniotic fluid, any other bodily fluid, cell lysates, cellular secretion products, inflammation fluid, semen and vaginal secretions.
- biological fluids such as whole blood, serum, red blood cells, white blood cells, plasma, saliva, urine, stool (/.e., faeces), tears, sweat, sebum, nipple aspirate, ductal lavage, tumor exudates, synovial fluid, ascitic fluid,
- Samples may include tissue samples and biopsies, tissue homogenates and the like.
- Advantageous samples may include ones comprising any one or more biomarkers as taught herein in detectable quantities.
- the sample is readily obtainable by minimally invasive methods, allowing the removal or isolation of the sample from the subject.
- the sample contains blood, especially peripheral blood, or a fraction or extract thereof.
- the sample comprises cancer or tumor cells.
- solid support refers to a solid inert surface or body to which a molecular species, such as a nucleic acid and polypeptides can be immobilized.
- solid supports include glass surfaces, plastic surfaces, latex, dextran, polystyrene surfaces, polypropylene surfaces, polyacrylamide gels, gold surfaces, and silicon wafers.
- the solid supports are in the form of membranes, chips or particles.
- the solid support may be a glass surface (e.g., a planar surface of a flow cell channel).
- the solid support may comprise an inert substrate or matrix which has been "functionalized", such as by applying a layer or coating of an intermediate material comprising reactive groups which permit covalent attachment to molecules such as polynucleotides.
- such supports can include polyacrylamide hydrogels supported on an inert substrate such as glass.
- the molecules e.g., polynucleotides
- the intermediate material e.g. , a hydrogel
- the intermediate material can itself be non-covalently attached to the substrate or matrix (e.g., a glass substrate).
- the support can include a plurality of particles or beads each having a different attached molecular species.
- vertebrate subject an animal subject, particularly a vertebrate subject, and even more particularly a mammalian subject.
- Suitable vertebrate animals that fall within the scope of the invention include, but are not restricted to, any member of the phylum Chordata, subphylum vertebrata including primates, rodents (e.g., mice rats, guinea pigs), lagomorphs (e.g.
- a preferred subject is a primate (e.g., a human, ape, monkey, chimpanzee). The subject suitably has cancer.
- treatment regimen refers to prophylactic and/or therapeutic (/.e., after onset of a specified condition) treatments, unless the context specifically indicates otherwise.
- the terms encompasses natural substances and pharmaceutical agents ( .e., "drugs") as well as any other treatment regimen including but not limited to dietary treatments, physical therapy or exercise regimens, surgical
- the present invention concerns methods, compositions, solid supports and kits for assessing the likelihood of a subject with cancer responding to a cancer therapy, and in particular therapy with an immune checkpoint inhibitor.
- the methods, compositions, apparatus and kits can be used to stratify subjects into those who are likely to respond to cancer therapy and those who are unlikely to respond to cancer therapy.
- biomarkers cancer therapy biomarkers
- the results presented herein provide clear evidence that a unique biologically-relevant biomarker profile predicts whether a subject is likely to respond to cancer therapy.
- the methods, compositions, supports and kits of the invention are therefore useful for informing better treatment interventions for subjects with cancer.
- the methods, compositions, supports and kits disclosed herein that are based on these biomarkers may serve in the point-of-care diagnostics that allow for rapid and inexpensive determination of the likely responsiveness of a subject with cancer to cancer therapy, which may result in significant cost savings to the medical system as subjects with cancer can be exposed to therapeutic agents that are likely to be effective.
- the present inventors have identified interventions that can be used to increase the likely responsiveness of a subject with cancer to cancer therapy, thereby resulting in improved efficacy of therapy in a given subject with cancer, and/or extending the proportion of subjects that respond to therapy.
- Cancer therapy biomarkers of the present disclosure include MAP1LC3B, and more particularly the expression products of MAP1LC3B.
- the MAP1LC3B gene encodes Microtubule Associated Protein 1 Light Chain 3 Beta (MAP1LC3B), a protein involved in the autophagic pathway and which is also referred to herein and in the art as simply LC3B.
- MAP1LC3B Microtubule Associated Protein 1 Light Chain 3 Beta
- Expression from the human MAP1LC3B gene results in the transcript set forth in SEQ ID NO: l (represented as cDNA) and the MAP1LC3B protein set forth in SEQ ID NO:2.
- MAP1LC3B can be used as a cancer therapy biomarker to predict whether a subject is likely to respond to cancer therapy, and in particular therapy using an immune checkpoint inhibitor.
- Expression products of MAP1LC3B including polynucleotide (e.g. mRNA) and polypeptide expression products of MAPI LC3B, correlate with a subject's responsiveness to cancer therapy and can be assessed so as to predict whether a subject is likely to respond or not respond to cancer therapy, and in particular therapy using an immune checkpoint inhibitor.
- the MAP1LC3B biomarker may be used either by itself or in combination with one or more other cancer therapy biomarkers for the determination of the indicator for assessing the likelihood of a subject responding to cancer therapy.
- the present inventors have also determined that other cancer therapy biomarkers have strong diagnostic performance when used in combination with the MAP1LC3B biomarker.
- EHMT2 can be used in combination with MAP1LC3B for the determination of the indicator for assessing the likelihood of a subject responding to cancer therapy.
- EHMT2 encodes Vietnamese histone-lysine methyltransferase 2 (EHMT2), also known and referred to herein as G9a. Expression from the human EHMT2 gene can result in a transcript with the sequence set forth in any one of SEQ ID NOs: 3, 5, 7, 9 and 11 (represented as cDNA) and the EHMT2 protein set forth in any one of SEQ ID NOs: 4, 6, 8,
- EHMT2 is one of a larger family of enzymes that can methylate histone H3 lysine 9 (H3K9) from an unmodified state to a dimethylated state (H3K9me2). Dimethylation of H3K9 is correlated with gene repression and is used as a marker of genes silenced epigenetically. Elevated levels of EHMT2 expression have been observed in many types of human cancers, and EHMT2 knockdown has been shown to inhibit the proliferation of cancer cell lines. As demonstrated herein, EHMT2 directly regulates MAP1LC3B in tumor cells via histone methylation, repressing expression of the gene. Inhibition of EHMT2 reverses this repression and increases autophagy (see Examples below).
- EHMT2 when combined with MAP1LC3B, EHMT2 can be used as a cancer therapy biomarker to predict whether a subject is likely to respond to cancer therapy, and in particular therapy using an immune checkpoint inhibitor.
- expression products of both MAP1LC3B and EHMT2 correlate with a subject's responsiveness to cancer therapy and can be assessed so as to predict whether a subject is likely to respond or not respond to cancer therapy, and in particular therapy using an immune checkpoint inhibitor.
- LDH dehydrogenase
- MAP1LC3B can be used in combination with MAP1LC3B and the BRAF/NRAS mutation status for the determination of the indicator for assessing the likelihood of a subject responding to cancer therapy.
- LDH is an established, independent prognostic factor for melanoma survival (Agarwala et al. , 2009, Eur J Cancer 45 : 1807-1814; Weide et al, 2012, Br J Cancer 107 : 422-428; Kelderman ef a/. , 2014, Cancer Immunol Immunother 63 : 449-458) and a part of the American Joint Committee on Cancer classification for stage IV melanoma (Balch et al, 2009, J Clin Oncol 27: 6199-6206).
- Exemplary mutations that have been associated with cancer include, but are not limited to, G7S, H57Y, F294L, S365L, G464E, S465Y, G466E, G469E, L496V, A497V, N581S, N581Y, L584S, D594G, L597S, A598A, V600E, V600K, V600R, K601E, V624F and T740A in BRAF, and G12S, G12D, G12A, G 13R, G 13V, A59D, Q61K, Q61R, Q61L, Q61V, Q61H, A146T (Garman et al. 2017, Cell Reports 21, 1936-1952; Fleppt et al., 2017, BMC Cancer. 17: 536) .
- cancer therapy biomarkers that provide a means for determining the whether a subject is likely to respond to cancer therapy.
- Eva luation of these cancer therapy biomarkers through analysis of their levels and/or presence in a subject with cancer, or in a sample obtained from a subject with cancer, provides a measured or derived biomarker value for each biomarker for determining an indicator that can be used for assessing the likelihood of a subject responding to cancer therapy.
- Evaluation of the cancer therapy biomarkers can be direct ⁇ e.g. by directly measuring the levels, amounts or activity of the expression products of MAP1LC3B or EHMT2 ; the levels, amounts or activity of serum LDH, or the presence of mutations in the BRAF and NRAS genes), or may be indirect.
- EHMT1 euchromatic histone-lysine methyltransferase 1 ; also known as GLP
- GLP is a histone methyltransferase encoded by the EHMT1 gene.
- the EHMT1 gene expresses a transcript with the sequence set forth in SEQ ID NO: 25 (represented as cDNA) and the EHMT1 protein set forth in SEQ ID NO : 26.
- EHMT1 and EHMT2 assemble into a heterodimeric complex in a stoichiometric 1 : 1 ratio and function together to catalyze H3K9 dimethylation (see e.g. Tachibana et al. (2005) Genes Dev, 19 : 815-26) .
- EHMT1 can be used as a surrogate for EHMT2, whereby the levels or activity of EHMT2 can be assessed indirectly by assessing the levels or activity of an expression product of EHMT1, given that EHMT1 and EHMT2 function as a heterodimer (in a 1 : 1 ratio) to regulate MAP1LC3B in tumor cells via histone methylation.
- a sample from a subject with cancer is processed prior to cancer therapy biomarker detection or quantification.
- nucleic acid and/or proteins may be extracted, isolated, and/or purified from a sample prior to analysis.
- Various DNA, mRNA, and/or protein extraction techniques are well known to those skilled in the art. Processing may include centrifugation, ultracentrifugation, ethanol precipitation, filtration, fractionation, resuspension, dilution, concentration, etc.
- methods and systems provide analysis ⁇ e.g. , quantification of RNA or protein biomarkers) from raw sample ⁇ e.g., biological fluid such as blood, serum, etc.) without or with limited processing .
- whole cells or tissue sections are isolated and analysed for cancer therapy biomarker expression, such as using immunohistochemistry (IHC) or flow cytometry.
- IHC immunohistochemistry
- Methods may comprise steps of homogenizing a sample in a suitable buffer, removal of contaminants and/or assay inhibitors, adding a cancer therapy biomarker capture reagent (e.g. , a magnetic bead to which is linked an oligonucleotide complementary to a target cancer therapy biomarker), incubated under conditions that promote the association (e.g., by hybridization) of the target biomarker with the capture reagent to produce a target biomarker: capture reagent complex, incubating the target biomarker: capture complex under target biomarker-release conditions.
- a cancer therapy biomarker capture reagent e.g. , a magnetic bead to which is linked an oligonucleotide complementary to a target cancer therapy biomarker
- multiple cancer therapy biomarkers are isolated in each round of isolation by adding multiple cancer therapy biomarkers capture reagents (e.g., specific to the desired biomarkers) to the solution.
- multiple cancer therapy biomarker capture reagents each comprising an oligonucleotide specific for a different target cancer therapy biomarker can be added to the sample for isolation of multiple cancer therapy biomarker. It is contemplated that the methods encompass multiple experimental designs that vary both in the number of capture steps and in the number of target cancer therapy biomarkers captured in each capture step.
- capture reagents are molecules, moieties, substances, or compositions that preferentially (e.g., specifically and selectively) interact with a particular biomarker sought to be isolated, purified, detected, and/or quantified. Any capture reagent having desired binding affinity and/or specificity to the particular cancer therapy biomarker can be used in the present technology.
- the capture reagent can be a macromolecule such as a peptide, a protein (e.g., an antibody or other ligand that binds to a cancer therapy biomarker), an oligonucleotide, a nucleic acid (e.g. , nucleic acids capable of hybridizing with the cancer therapy biomarkers), oligosaccharides, carbohydrates, lipids, or small molecules, or a complex thereof.
- a macromolecule such as a peptide, a protein (e.g., an antibody or other ligand that binds to a cancer therapy biomarker), an oligonucleotide, a nucleic acid (e.g. , nucleic acids capable of hybridizing with the cancer therapy biomarkers), oligosaccharides, carbohydrates, lipids, or small molecules, or a complex thereof.
- an avidin target capture reagent may be used to isolate and purify targets comprising a biotin moiety
- an antibody may be used to isolate and purify targets comprising the appropriate antigen or epitope
- an oligonucleotide may be used to isolate and purify a complementary polynucleotide.
- nucleic acids including single-stranded and double-stranded nucleic acids, that are capable of binding, or specifically binding, to a target cancer therapy biomarker can be used as the capture reagent.
- nucleic acids include DNA, RNA, aptamers, peptide nucleic acids, and other modifications to the sugar, phosphate, or nucleoside base.
- cancer therapy biomarker capture reagents may comprise a functionality to localize, concentrate, aggregate, etc. the capture reagent and thus provide a way to isolate and purify the target cancer therapy biomarker when captured (e.g., bound, hybridized, etc.) to the capture reagent (e.g., when a target: capture reagent complex is formed).
- the portion of the capture reagent that interacts with the cancer therapy biomarker e.g., an oligonucleotide
- a solid support e.g., a bead, surface, resin, column, and the like
- the solid support allows the use of a mechanical means to isolate and purify the target: capture reagent complex from a heterogeneous solution.
- separation is achieved by removing the bead from the heterogeneous solution, e.g., by physical movement.
- the bead is magnetic or paramagnetic
- a magnetic field is used to achieve physical separation of the capture reagent (and thus the target cancer therapy biomarker) from the heterogeneous solution.
- the cancer therapy biomarkers may be quantified or detected using any suitable technique.
- the cancer therapy biomarkers are quantified using reagents that determine the level, abundance or amount of individual cancer therapy biomarkers, either as isolated biomarker or as expressed in or on a cell.
- Non-limiting reagents of this type include reagents for use in nucleic acid- and protein-based assays.
- the genomic DNA from a sample is isolated and subjected to sequencing ⁇ e.g. next-generation sequencing, pyrosequencing, Sanger sequencing etc., as is well-known to those skilled in the art).
- biomarkers are assessed by determining biomarker nucleic acid transcript levels.
- nucleic acid is isolated from cells contained in the biological sample according to standard methodologies (Sambrook, et a!., 1989, supra, ⁇ and Ausubel et aL, 1994, supra).
- the nucleic acid is typically fractionated (e.g., poly A + RNA) or whole cell RNA. Where RNA is used as the subject of detection, it may be desired to convert the RNA to a complementary DNA.
- the nucleic acid is amplified by a template-dependent nucleic acid amplification technique.
- PCR polymerase chain reaction
- triphosphates are added to a reaction mixture along with a DNA polymerase, e.g., Taq polymerase.
- a DNA polymerase e.g., Taq polymerase.
- the primers will bind to the biomarker and the polymerase will cause the primers to be extended along the biomarker sequence by adding on nucleotides.
- the extended primers will dissociate from the biomarker to form reaction products, excess primers will bind to the biomarker and to the reaction products and the process is repeated.
- a reverse transcriptase PCR amplification procedure may be performed in order to quantify the amount of mRNA amplified.
- RNA into cDNA Methods of reverse transcribing RNA into cDNA are well known and described in Sambrook et al. , 1989, supra. Alternative methods for reverse transcription utilize thermostable, RNA-dependent DNA polymerases. These methods are described in WO 90/07641. Polymerase chain reaction methodologies are well known in the art. In specific embodiments in which whole cell RNA is used, cDNA synthesis using whole cell RNA as a sample produces whole cell cDNA.
- RNA or DNA may be quantified using the real-time PCR technique (Higuchi, 1992, et a/. , Biotechnology 10: 413- 417).
- concentration of the amplified products of the target DNA in PCR reactions that have completed the same number of cycles and are in their linear ranges, it is possible to determine the relative concentrations of the specific target sequence in the original DNA mixture. If the DNA mixtures are cDNAs synthesized from RNAs isolated from different tissues or cells, the relative abundance of the specific mRNA from which the target sequence was derived can be determined for the respective tissues or cells.
- MT-PCR multiplexed, tandem PCR
- RNA is converted into cDNA and amplified using multiplexed gene specific primers.
- each individual gene is quantitated by real time PCR. Real-time PCR is typically performed using any PCR
- instrumentation available in the art.
- instrumentation used in real-time PCR data collection and analysis comprises a thermal cycler, optics for fluorescence excitation and emission collection, and optionally a computer and data acquisition and analysis software.
- a TAQMAN® probe is used for quantitating nucleic acid.
- Such assays may use energy transfer (“ET”), such as fluorescence resonance energy transfer (“FRET”), to detect and quantitate the synthesized PCR product.
- the TAQMAN® probe comprises a fluorescent label (e.g. , a fluorescent dye) coupled to one end (e.g., the 5'-end) and a quencher molecule is coupled to the other end (e.g., the 3'-end), such that the fluorescent label and the quencher are in close proximity, allowing the quencher to suppress the fluorescence signal of the dye via FRET.
- the 5'-nuclease of the polymerase cleaves the probe, decoupling the fluorescent label and the quencher so that label signal (such as fluorescence) is detected.
- Label signal such as fluorescence
- Signal increases with each PCR cycle proportionally to the amount of probe that is cleaved.
- TAQMAN® probes typically comprise a region of contiguous nucleotides having a sequence that is identically present in or complementary to a region of a cancer therapy biomarker polynucleotide such that the probe is specifically hybridizable to the resulting PCR amplicon.
- the probe comprises a region of at least 6 contiguous nucleotides having a sequence that is fully complementary to or identically present in a region of a target cancer therapy biomarker polynucleotide, such as comprising a region of at least 8 contiguous nucleotides, at least 10 contiguous nucleotides, at least 12 contiguous nucleotides, at least 14 contiguous nucleotides, or at least 16 contiguous nucleotides having a sequence that is complementary to or identically present in a region of a target cancer therapy biomarker polynucleotide to be detected and/or quantitated.
- Molecular Beacons like TAQMAN® probes, use FRET to detect and quantitate a PCR product via a probe having a fluorescent label (e.g., a fluorescent dye) and a quencher attached at the ends of the probe. Unlike TAQMAN® probes, however, Molecular Beacons remain intact during the PCR cycles.
- Molecular Beacon probes form a stem-loop structure when free in solution, thereby allowing the fluorescent label and quencher to be in close enough proximity to cause fluorescence quenching.
- the stem-loop structure is abolished so that the fluorescent label and the quencher become separated in space and the fluorescent label fluoresces.
- Gene LinkTM see, www.aenelink.corn/newsite/products/mbintro.asp).
- Scorpion probes can be used as both sequence- specific primers and for PCR product detection and quantitation. Like Molecular Beacons, Scorpion probes form a stem-loop structure when not hybridized to a target nucleic acid. However, unlike Molecular Beacons, a Scorpion probe achieves both sequence-specific priming and PCR product detection.
- a fluorescent label e.g. , a fluorescent dye molecule
- a quencher is attached to the 3'-end.
- the 3' portion of the probe is complementary to the extension product of the PCR primer, and this complementary portion is linked to the 5'-end of the probe by a non-amplifiable moiety.
- Scorpion probes are available from, e.g., Premier Biosoft International (see,
- labels that can be used on the FRET probes include colorimetric and fluorescent dyes such as Alexa Fluor dyes, BODIPY dyes, such as BODIPY FL; Cascade Blue; Cascade Yellow; coumarin and its derivatives, such as 7-amino-4- methylcoumarin, aminocoumarin and hydroxycoumarin; cyanine dyes, such as Cy3 and Cy5; eosins and erythrosins; fluorescein and its derivatives, such as fluorescein isothiocyanate; macrocyclic chelates of lanthanide ions, such as Quantum DyeTM; Marina Blue; Oregon Green; rhodamine dyes, such as rhodamine red, tetramethylrhodamine and rhodamine 6G; Texas Red; fluorescent energy transfer dyes, such as thiazole orange-ethidium heterodimer; and, TOTAB.
- fluorescent dyes such as Alexa Fluor dyes, BODIPY dyes, such
- dyes include, but are not limited to, those identified above and the following : Alexa Fluor 350, Alexa Fluor 405, Alexa Fluor 430, Alexa Fluor 488, Alexa Fluor 500. Alexa Fluor 514, Alexa Fluor 532, Alexa Fluor 546, Alexa Fluor 555, Alexa Fluor 568, Alexa Fluor 594, Alexa Fluor 610, Alexa Fluor 633, Alexa Fluor 647, Alexa Fluor 660, Alexa Fluor 680, Alexa Fluor 700, and, Alexa Fluor 750; amine-reactive BODIPY dyes, such as BODIPY 493/503, BODIPY 530/550, BODIPY 558/568, BODIPY 564/570, BODIPY 576/589, BODIPY 581/591, BODIPY 630/650, BODIPY 650/655, BODIPY FL, BODIPY R6G, BODIPY TMR,
- dye/quencher pairs include, but are not limited to, fluorescein/tetramethylrhodamine; IAEDANS/fluorescein; EDANS/dabcyl; fluorescein/fluorescein; BODIPY FL/BODIPY FL; fluorescein/QSY 7 or QSY 9 dyes.
- FRET fluorescein/tetramethylrhodamine
- IAEDANS/fluorescein EDANS/dabcyl
- fluorescein/fluorescein fluorescein/fluorescein
- BODIPY FL/BODIPY FL fluorescein/QSY 7 or QSY 9 dyes.
- FRET fluorescein/quencher pairs
- donor/acceptor pairs include, but are not limited to, Alexa Fluor 350/Alexa Fluor488; Alexa Fluor 488/Alexa Fluor 546; Alexa Fluor 488/Alexa Fluor 555; Alexa Fluor 488/Alexa Fluor 568; Alexa Fluor 488/Alexa Fluor 594; Alexa Fluor 488/Alexa Fluor 647; Alexa Fluor 546/Alexa Fluor 568; Alexa Fluor 546/Alexa Fluor 594; Alexa Fluor 546/Alexa Fluor 647; Alexa Fluor 555/Alexa Fluor 594; Alexa Fluor 555/Alexa Fluor 647; Alexa Fluor 568/Alexa Fluor 647;
- the same quencher may be used for multiple dyes, for example, a broad spectrum quencher, such as an Iowa Black® quencher (Integrated DNA Technologies, Coralville, Iowa) or a Black Hole QuencherTM (BHQTM; Sigma- Aldrich, St. Louis, Mo.) .
- a broad spectrum quencher such as an Iowa Black® quencher (Integrated DNA Technologies, Coralville, Iowa) or a Black Hole QuencherTM (BHQTM; Sigma- Aldrich, St. Louis, Mo.
- each probe comprises a detectably different dye such that the dyes may be distinguished when detected
- each target cancer therapy biomarker polynucleotide is detected and/or quantitated in a single multiplex reaction.
- each probe that is targeted to a different cancer therapy biomarker polynucleotide is spectrally distinguishable when released from the probe.
- each target cancer therapy biomarker polynucleotide is detected by a unique fluorescence signal.
- fluorescently labeled ribonucleotides useful in the preparation of real-time PCR probes for use in some embodiments of the methods described herein are available from Molecular Probes (Invitrogen), and these include, Alexa Fluor 488-5- UTP, Fluorescein- 12-UTP, BODIPY FL- 14-UTP, BODIPY TMR- 14-UTP, Tetramethylrhodamine-6- UTP, Alexa Fluor 546- 14-UTP, Texas Red-5-UTP, and BODIPY TR-14-UTP.
- Other fluorescent ribonucleotides are available from Amersham Biosciences (GE Healthcare), such as Cy3-UTP and Cy5-UTP.
- Examples of fluorescently labeled deoxyribonucleotides useful in the preparation of real-time PCR probes for use in the methods described herein include
- DNP Dinitrophenyl
- Cascade Blue-7-dUTP Alexa Fluor 488-5-dUTP, Fluorescein-12- dUTP, Oregon Green 488-5-dUTP, BODIPY FL-14-dUTP, Rhodamine Green-5-dUTP, Alexa Fluor 532-5-dUTP, BODIPY TMR- 14-dUTP, Tetramethylrhodamine-6-dUTP, Alexa Fluor 546- 14- dUTP, Alexa Fluor 568-5-dUTP, Texas Red- 12-dUTP, Texas Red-5-dUTP, BODIPY TR- 14-dUTP, Alexa Fluor 594-5-dUTP, BODIPY 630/650- 14-dUTP, BODIPY 650/665- 14-dUTP; Alexa Fluor 488-7-OBEA-dCTP, Alexa Fluor 546-16-OBEA-dCTP, Alexa Fluor
- target nucleic acids are quantified using blotting techniques, which are well known to those of skill in the art.
- Southern blotting involves the use of DNA as a target
- Northern blotting involves the use of RNA as a target.
- cDNA blotting is analogous, in many aspects, to blotting or RNA species.
- a probe is used to target a DNA or RNA species that has been immobilized on a suitable matrix, often a filter of nitrocellulose. The different species should be spatially separated to facilitate analysis. This often is accomplished by gel electrophoresis of nucleic acid species followed by "blotting" on to the filter.
- the blotted target is incubated with a probe (usually labeled) under conditions that promote denaturation and rehybridization. Because the probe is designed to base pair with the target, the probe will bind a portion of the target sequence under renaturing conditions. Unbound probe is then removed, and detection is accomplished as described above. Following detection/quantification, one may compare the results seen in a given subject with a control reaction or a statistically significant reference group or population of control subjects as defined herein. In this way, it is possible to correlate the amount of cancer therapy biomarker nucleic acid detected with the progression or severity of the disease.
- Chip hybridization utilizes biomarker specific oligonucleotides attached to a solid substrate, which may consist of a particulate solid phase such as nylon filters, glass slides or silicon chips (Schena et al. (1995) Science. 270 :467-470) designed as a microarray.
- M icroarrays are known in the art and consist of a surface to which probes that correspond in sequence to gene products (such as cDNAs) can be specifically hybridized or bound at a known position for the detection of biomarker gene expression.
- the cancer therapy biomarker is a target RNA (e.g.
- mRNA or a DNA copy of the target RNA whose level or abundance is measured using at least one nucleic acid probe that hybridizes under at least low, medium, or high stringency conditions to the target RNA or to the DNA copy, wherein the nucleic acid probe comprises at least 15 (e.g., 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, or more) contiguous nucleotides of cancer therapy biomarker polynucleotide.
- the measured level or abundance of the target RNA or its DNA copy is normalized to the level or abundance of a reference RNA or a DNA copy of the reference RNA.
- the nucleic acid probe is immobilized on a solid or semi-solid support.
- the nucleic acid probe forms part of a spatial array of nucleic acid probes.
- the level of nucleic acid probe that is bound to the target RNA or to the DNA copy is measured by hybridization (e.g., using a nucleic acid array).
- the level of nucleic acid probe that is bound to the target RNA or to the DNA copy is measured by nucleic acid amplification (e.g. , using a polymerase chain reaction (PCR)) .
- the level of nucleic acid probe that is bound to the target RNA or to the DNA copy is measured by nuclease protection assay.
- mRNA quantification is suitably effected alongside a calibration curve so as to enable accurate mRNA determination.
- quantifying transcript(s) originating from a biological sample is preferably effected by comparison to a control sample, which sample is characterized by a known expression pattern of the examined transcript(s).
- cancer therapy biomarkers are evaluated at the level of protein expression, either by demonstration of the presence of the protein (either isolated or one or in a cell), or by one or more known functional properties of the biomarker.
- anti-EFIMT2 and anti-MAPlLC3B antibodies for use in EFIMT2-specific or MAP1LC3B- specific protein detection are known in the art, are commercially available and can also be readily produced by those skilled in the art.
- anti-LDFI antibodies for use in LDH- specific protein detection are commercially available and can also be readily produced by those skilled in the art.
- the antibodies and the antigen-antibody complexes may be detected by several well-known assays in the art, including immunofluorescence assays,
- the activity of the biomarker is assessed.
- the activity of LDH can be assessed by detecting the amount of NADFI produced when LDH converts lactate into pyruvate and NADH.
- immunofluorescence or immunocytochemistry is performed to detect proteins.
- Cells such as tumor cells
- Isolation or enrichment of cells refers to a process wherein the percentage of certain cells (e.g., tumor cells) is increased relative to the percentage in the sample before the enrichment procedure. Purification is one example of enrichment.
- circulating tumor cells can be isolated by a first step of CD45 + depletion to remove CD45 + cells, followed by density gradient centrifugation (see below in Example 6 and Boulding et ai (2016) Scientific Reports 8: 73).
- antibodies to surface markers on tumor cells may be attached to a solid support to allow for separation.
- Procedures for separation may include magnetic separation, using antibody magnetic beads (e.g., MiltenyiTM beads), affinity chromatography, "panning" with antibody attached to a solid matrix or any other convenient technique such as Laser Capture Microdissection.
- Other techniques providing particularly accurate separation include FACS. Once cells are deposited on slides, they may be fixed, and probed with labeled antibody for detection of a cancer therapy biomarker.
- Antibodies specific for a cancer therapy biomarker may be directly conjugated to fluorescent markers, including fluorescein, FITC, rhodamine, Texas Red, Cy3, Cy5, Cy7, and other fluorescent markers, and viewed in a fluorescent microscope, equipped with the appropriate filters. Antibodies may also be conjugated to enzymes, which upon addition of an appropriate substrate commence a reaction providing a colored precipitate over cells with detected biomarker protein. Slides may then be viewed by standard light microscopy. Alternatively, primary antibodies specific for a cancer therapy biomarker may be further bound to secondary antibodies conjugated to the detectable moieties.
- Cell surface expression can be thus assessed, and the addition of cell permeabilization solutions, such as Triton-X and saponin may be applied to facilitate reagent penetration within cell cytoplasms ("Cell Biology: A Laboratory Handbook", Volumes 1-111 Cellis, J. E., ed. (1994); “Current Protocols in Immunology” Volumes I-III Coligan J. E., ed. (1994); Stites et al. (eds), “Basic and Clinical Immunology” (8th Edition), Appleton 8i Lange, Norwalk, Conn. (1994); Mishell and Shiigi (eds), “Selected Methods in Cellular Immunology", W. H. Freeman and Co., New York (1980)).
- cell permeabilization solutions such as Triton-X and saponin
- Immunohistochemistry is quite similar to immunofluorescence or immunocytochemistry, in principle, however tissue specimens are probed with an antibody specific for a cancer therapy biomarker, for example, as opposed to cell suspensions. Biopsy specimens are fixed and processed and optionally embedded in paraffin, sectioned if needed, providing cell or tissue slides subsequently probed with heparanase specific antibodies.
- frozen tissue may be sectioned on a cryostat, with subsequent antibody probing, obviating fixation-induced antigen masking.
- Antibodies as in immunofluorescence or immunocytochemistry, are coupled to a detectable moiety, either fluorescent, or enzyme- linked, and are used to probe tissue sections by methods described for immunofluorescence, and are subsequently visualized by fluorescent or confocal microscopy, depending upon the detection method employed. Visualization of a reaction product precipitate may be viewed by standard light microscopy, if an enzymatic detectable moiety was utilized, following development of the reaction product ("Cell Biology: A Laboratory Handbook", Volumes I-III Cellis, J. E., ed.
- MAP1LC3B can be measured using RIA by way of a MAPlLC3B-specific antibody that is radioactively labeled, typically with 125 I.
- a MAPlLC3B-specific antibody is chemically linked to an enzyme.
- MAPlLC3B-specific capturing antibody is immobilized onto a solid support. Unlabeled specimens, e.g., protein extracts from biological samples are then incubated with the immobilized antibody under conditions where non-specific binding is blocked, and unbound antibody and/or protein removed by washing. Bound MAP1LC3B is detected by a second MAP1LC3B specific labeled antibody.
- Antibody binding is measured directly in RIA by measuring radioactivity, while in ELISA binding is detected by a reaction converting a colourless substrate into a coloured reaction product, as a function of linked- enzyme activity. Changes can thus readily be detected by spectrophotometry (Janeway C. A. et al. (1997). "Immunobiology” 3.sup.rd Edition, Current Biology Ltd., Garland Publishing Inc. ; “Cell Biology: A Laboratory Handbook", Volumes I-III Cellis, J. E., ed. (1994); “Current Protocols in Immunology” Volumes I-III Coligan J. E., ed. (1994); Stites et al. (eds)). Both assays therefore provide a means of quantification of MAP1LC3B or EHMT2 protein content in a biological sample.
- Protein biomarker expression may also be detected via light emission immunoassays.
- light emission immunoassays Much like ELISA and RIA, in light emission immunoassays the biological sample/protein extract to be tested is immobilized on a solid support, and probed with a specific label, labeled antibody.
- the label in turn, is luminescent, and emits light upon binding, as an indication of specific recognition.
- Luminescent labels include substances that emit light upon activation by electromagnetic radiation, electro chemical excitation, or chemical activation and may include fluorescent and phosphorescent substances, scintillators, and chemiluminescent substances.
- the label can be a part of a catalytic reaction system such as enzymes, enzyme fragments, enzyme substrates, enzyme inhibitors, coenzymes, or catalysts; part of a chromogen system such as fluorophores, dyes, chemiluminescers, luminescers, or sensitizers; a dispersible particle that can be non-magnetic or magnetic, a solid support, a liposome, a ligand, a receptor, a hapten radioactive isotope, and so forth (U.S. Pat. Nos. 6,410,696, U.S. Pat. No. 4,652,533 and European Patent Application No. 0,345,776), and provide an additional, highly sensitive method for detection of protein expression.
- a catalytic reaction system such as enzymes, enzyme fragments, enzyme substrates, enzyme inhibitors, coenzymes, or catalysts
- a chromogen system such as fluorophores, dyes, chemiluminescers, luminescers, or sens
- Western blot analysis is another means of assessing cancer therapy biomarker polypeptide content in a biological sample.
- Protein extracts from biological samples of cells ⁇ e.g., tumor cells
- aliquots are applied to polyacrylamide gel matrixes. Proteins separate based on molecular size properties as they migrate toward the anode.
- Antigens are then transferred to nitrocellulose, PVDF or nylon membranes, followed by membrane blocking to minimize non-specific binding.
- Membranes are probed with antibodies directly coupled to a detectable moiety, or are subsequently probed with a secondary antibody containing the detectable moiety.
- the enzymes horseradish peroxidase or alkaline phosphatase are coupled to the antibodies, and chromogenic or luminescent substrates are used to visualize activity (Harlow E. et a/. , ( 1998) Immunoblotting. In Antibodies: A Laboratory Manual, pp. 471-510 CSH Laboratory, cold Spring Harbor, N.Y. and Bronstein I. et al. (1992) Biotechniques 12: 748-753) .
- protein-capture arrays that permit simultaneous detection and/or quantification of a large number of proteins are employed .
- low- density protein arrays on filter membranes such as the universal protein array system (Ge, 2000 Nucleic Acids Res. 28(2) : e3) allow imaging of arrayed antigens using standard ELISA techniques and a scanning charge-coupled device (CCD) detector.
- Immuno-sensor arrays have also been developed that enable the simultaneous detection of clinical analytes. It is now possible using protein arrays, to profile protein expression in bodily fluids, such as in sera of healthy or diseased subjects, as well as in subjects pre- and post-drug treatment.
- Exemplary protein capture arrays include arrays comprising spatially addressed antigen-binding molecules, commonly referred to as antibody arrays, which can facilitate extensive parallel analysis of numerous proteins defining a proteome or
- Antibody arrays have been shown to have the required properties of specificity and acceptable background, and some are available commercially (e.g. , BD Biosciences, Clontech, Bio-Rad and Sigma). Various methods for the preparation of antibody arrays have been reported (see, e.g. , Lopez et al., 2003 J. Chromatogram. B 787: 19-27; Cahill, 2000 Trends in Biotechnology 7 : 47-51 ; U.S. Pat. App. Pub. 2002/0055186; U.S. Pat. App. Pub.
- the antigen-binding molecules of such arrays may recognize at least a subset of proteins expressed by a cell or population of cells, illustrative examples of which include growth factor receptors, hormone receptors, neurotransmitter receptors, catecholamine receptors, amino acid derivative receptors, cytokine receptors, extracellular matrix receptors, antibodies, lectins, cytokines, serpins, proteases, kinases, phosphatases, ras-like GTPases, hydrolases, steroid hormone receptors, transcription factors, heat-shock transcription factors, DNA-binding proteins, zinc-finger proteins, leucine-zipper proteins, homeodomain proteins, intracellular signal transduction modulators and effectors, apoptosis- related factors, DNA synthesis factors, DNA repair factors, DNA recombination factors and cell-surface antigens.
- growth factor receptors include growth factor receptors, hormone receptors, neurotransmitter receptors, catecholamine receptors, amino acid derivative receptors, cytokine receptor
- Individual spatially distinct protein -capture agents are typically attached to a support surface, which is generally planar or contoured .
- Common physical supports include glass slides, silicon, microwells, nitrocellulose or PVDF membranes, and magnetic and other micro beads.
- Particles in suspension can also be used as the basis of arrays, providing they are coded for identification; systems include color coding for microbeads (e.g. , available from Luminex, Bio-Rad and Nanomics Biosystems) and semiconductor nanocrystals (e.g. , QDotsTM, available from Quantum Dots), and barcoding for beads (UltraPlexTM, available from Smartbeads) and multimetal microrods (NanobarcodesTM particles, available from Surromed) . Beads can also be assembled into planar arrays on semiconductor chips (e.g. , available from LEAPS technology and BioArray Solutions).
- color coding for microbeads e.g. , available from Luminex, Bio-Rad and Nanomics Biosystems
- semiconductor nanocrystals e.g. , QDotsTM, available from Quantum Dots
- barcoding for beads UltraPlexTM, available from Smartbeads
- individual protein- capture agents are typically attached to an individual particle to provide the spatial definition or separation of the array.
- the particles may then be assayed separately, but in parallel, in a compartmentalized way, for example in the wells of a microtiter plate or in separate test tubes.
- a protein sample which is optionally fragmented to form peptide fragments (see, e.g., U.S. Pat. App. Pub. 2002/0055186), is delivered to a protein- capture array under conditions suitable for protein or peptide binding, and the array is washed to remove unbound or non-specifically bound components of the sample from the array.
- the presence or amount of protein or peptide bound to each feature of the array is detected using a suitable detection system.
- the amount of protein bound to a feature of the array may be determined relative to the amount of a second protein bound to a second feature of the array. In certain embodiments, the amount of the second protein in the sample is already known or known to be invariant.
- the cancer therapy biomarker is polypeptide expression product (a target polypeptide) whose level is measured using at least one antigenbinding molecule that is immuno-interactive with the target polypeptide.
- the measured level of the target polypeptide is normalized to the level of a reference polypeptide.
- the antigen-binding molecule is immobilized on a solid or semi-solid support.
- the antigen-binding molecule forms part of a spatial array of antigen-binding molecule.
- the level of antigen-binding molecule that is bound to the target polypeptide is measured by
- immunoassay e.g., using an ELISA
- Biomarker values can be measured biomarker values, which are values of biomarkers directly measured for the subject, or alternatively could be "derived” biomarker values, which are values that have been derived from one or more measured biomarker values, for example by applying a function to the one or more measured biomarker values.
- biomarkers to which a function has been applied are referred to as "derived biomarkers.
- biomarker values may be determined in any one of a number of ways that are well known in the art. For example, a comprehensive description of biomarker value determination can be found in Inti. Pat. Pub. No. WO 2015/117204, which is incorporated herein by reference in its entirety.
- the process of determining biomarker values can include measuring the biomarker values, for example by performing tests on the subject or on sample(s) obtained from the subject.
- the step of determining the biomarker values includes having an electronic processing device receive or otherwise obtain biomarker values that have been previously measured or derived. This could include for example, retrieving the biomarker values from a data store such as a remote database, obtaining biomarker values that have been manually input, using an input device, or the like.
- the indicator may be determined using a combination of a plurality of biomarker values, the indicator being at least partially indicative of responsiveness to cancer therapy. Assuming the method is performed using an electronic processing device, an indication of the indicator is optionally displayed or otherwise provided to the user.
- biomarker values are combined, for example by adding, multiplying, subtracting, or dividing biomarker values to determine an indicator value. This step is performed so that multiple biomarker values can be combined into a single indicator value, providing a more useful and straightforward mechanism for allowing the indicator to be interpreted and hence used in determining the likelihood of a subject responding to cancer therapy.
- the biomarkers used within the above-described method can define a biomarker profile for cancer therapy responsiveness, which includes a minimal number of biomarkers (e.g., at least one biomarker), whilst maintaining sufficient performance to allow the biomarker profile to be used in making a clinically relevant determination.
- a biomarker profile for cancer therapy responsiveness which includes a minimal number of biomarkers (e.g., at least one biomarker), whilst maintaining sufficient performance to allow the biomarker profile to be used in making a clinically relevant determination.
- Minimizing the number of biomarkers used minimizes the costs associated with performing diagnostic or prognostic tests and in the case of polypeptide biomarkers, allows the test to be performed utilizing relatively straightforward techniques such as quantitative RT-PCR and/or immunofluorescence, and allowing the test to be performed rapidly in a clinical environment.
- the indication provided by the methods described herein could be a graphical or alphanumeric representation of an indicator value.
- the indication could be the result of a comparison of the indicator value to predefined thresholds or ranges, or alternatively could be an indication of the likely responsiveness of a subject to cancer therapy.
- the indicator-determining methods suitably include determining at least one biomarker value, wherein the biomarker value is a value measured or derived for at least one cancer therapy biomarker of the subject and is at least partially indicative of a concentration or abundance of the cancer therapy biomarker in a sample taken from the subject, and wherein the at least one cancer therapy biomarker comprises an expression product of MAP1LC3B.
- the cancer therapy biomarker profile further comprises an expression product of EHMT2 as a cancer therapy biomarker.
- the level or amount of the expression product of EHMT2 is determined indirectly by measuring the level or amount of the expression product of EHMT1.
- the cancer therapy biomarker profile further comprises an expression product of EHMT2 as a cancer therapy biomarker.
- the at least one cancer therapy biomarker comprises an expression product of MAP1LC3B, serum LDH and BRAF/NRAS mutation status.
- the derived biomarker value is then used to determine the indicator for use in determining the likelihood of a subject responding to cancer therapy, either by using the derived biomarker value as an indicator value, or by performing additional processing, such as comparing the derived biomarker value to a reference or the like, as generally known in the art and as described in more detail below, or to another biomarker value.
- the indicator is indicative of a level, concentration or abundance of an expression product of MAP1LC3B. In other embodiments, the indicator is indicative of a level or abundance of an expression product of MAP1LC3B and a level, concentration or abundance of an expression product of EHMT2. In a particular embodiment, the indicator is indicative of a ratio of the abundance or concentration of an expression product of MAP1LC3B to the abundance or concentration of an expression product of EHMT2. In further embodiments, the indicator is indicative of a level or abundance of an expression product of MAP1LC3B, a level or abundance of serum LDH and the presence or absence of mutations in BRAF and NRAS.
- the derived biomarker values could be combined using a combining function such as an additive model; a linear model; a support vector machine; a neural network model; a random forest model; a regression model; a genetic algorithm; an annealing algorithm; a weighted sum; a nearest neighbor model; and a probabilistic model.
- the indicator is compared to an indicator reference, with a likelihood of responsiveness to cancer being determined in accordance with results of the comparison.
- the indicator reference may be derived from indicators determined for a number of individuals in a reference population.
- the reference population typically includes individuals having different characteristics, such as a plurality of individuals of different sexes; and/or ethnicities, with different groups being defined based on different characteristics, with the subject's indicator being compared to indicator references derived from individuals with similar characteristics.
- the reference population can include a plurality of individuals known to be responsive to cancer therapy (including completely responsive and/or partially responsive), and in particular therapy using an immune checkpoint inhibitor; or a plurality of individuals known to be non- responsive to cancer therapy, and in particular therapy using an immune checkpoint inhibitor.
- the indicator-determining methods of the present invention are performed using at least one electronic processing device, such as a suitably programmed computer system or the like.
- the electronic processing device typically obtains at least one measured biomarker value, either by receiving this from a measuring or other quantifying device, or by retrieving these from a database or the like.
- the processing device determines the indicator by any suitable means, for example, by calculating a value that is indicative of a ratio of concentrations or amounts of an expression product of MAP1LC3B and concentrations or amounts of an expression product of EHMT2.
- the present invention encompasses an apparatus comprising such electronic processing device(s).
- the processing device can then generate a representation of the indicator, for example by generating a sign or alphanumeric indication of the indicator, a graphical indication of a comparison of the indicator to one or more indicator references or an alphanumeric indication of the likely responsiveness of the subject to the cancer therapy.
- the indicator-determining methods of the present invention typically include obtaining a sample from a subject who has been diagnosed with cancer, wherein the sample includes one or more cancer therapy biomarkers (e.g. , an expression product of MAP1LC3B and/or EHMT2 ) and quantifying or otherwise assessing at least one of the biomarkers within the sample to determine biomarker values.
- cancer therapy biomarkers e.g. , an expression product of MAP1LC3B and/or EHMT2
- an individual measured or biomarker value corresponds to the level, abundance or concentration of a cancer therapy biomarker or to a function that is applied to that level or amount.
- the indicator in some embodiments of the indicator-determining method of the present invention which uses a plurality of cancer therapy biomarkers, is based on a ratio of concentrations of two polynucleotides or two polypeptides
- this process would typically include quantifying the polynucleotides or polypeptides by any means known in the art, including quantitative RT-PCR or immunofluorescence, or by a functional assay.
- the likelihood of a subject responding to cancer is established by determining one or more cancer therapy biomarker values, wherein an individual cancer therapy biomarker value is indicative of a value measured or derived for a cancer therapy biomarker in a subject or in a sample obtained from the subject.
- sample cancer therapy biomarkers are referred to herein as “sample cancer therapy biomarkers.”
- a sample cancer therapy biomarker will correspond to a reference cancer therapy biomarker (also referred to herein as a "corresponding cancer therapy biomarker”) .
- corresponding cancer therapy biomarker is meant a cancer therapy biomarker that is structurally and/or functionally similar to a reference cancer therapy biomarker as set forth for example in SEQ ID NOs: 1 and 2 ( MAP1LC3B transcript and
- MAP1LC3B protein SEQ ID NOs : 3- 12 ( EHMT2 transcripts and EHMT2 proteins); and SEQ ID NOs: 27 and 28. (LDH protein; subunit A and B, respectively) .
- Representative corresponding cancer therapy biomarkers include expression products of allelic variants (same locus), homologues (different locus), and orthologues (different organism) of reference cancer therapy biomarker genes.
- Nucleic acid variants of reference cancer therapy biomarker genes and encoded cancer therapy biomarker polypeptides can contain nucleotide substitutions, deletions, inversions and/or insertions. Variation can occur in either or both the coding and non-coding regions.
- conservative variants include those sequences that, because of the degeneracy of the genetic code, encode the amino acid sequence of a reference cancer therapy polypeptide.
- Corresponding cancer therapy biomarkers include amino acid sequences that display substantial sequence similarity or identity to the amino acid sequence of a reference cancer therapy biomarker polypeptide.
- an amino acid sequence that corresponds to a reference amino acid sequence will display at least about 80, 81, 82, 83, 84, 85, 86, 97, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99% or even up to 100% sequence similarity or identity to a reference amino acid sequence selected from SEQ ID NOs: 2, 4, 6,
- Corresponding cancer therapy biomarkers also include nucleic acid sequences that display substantial sequence similarity or identity to the nucleic acid sequence of a reference cancer therapy biomarker polynucleotide.
- a nucleic acid sequence that corresponds to a reference nucleic acid sequence will display at least about 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 97, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99% or even up to 100% sequence similarity or identity to a reference nucleic acid sequence selected from SEQ ID NOs: 3, 5, 7, 9, 11 and 13, as summarized in Table 3.
- the sequences are aligned for optimal comparison purposes (e.g. , gaps can be introduced in one or both of a first and a second amino acid or nucleic acid sequence for optimal alignment and non-homologous sequences can be disregarded for comparison purposes).
- the length of a reference sequence aligned for comparison purposes is at least 30%, usually at least 40%, more usually at least 50%, 60%, and even more usually at least 70%, 80%, 90%, 100% of the length of the reference sequence.
- the amino acid residues or nucleotides at corresponding amino acid positions or nucleotide positions are then compared.
- the percentage identity between the two sequences is a function of the number of identical amino acid residues shared by the sequences at individual positions, taking into account the number of gaps, and the length of each gap, which need to be introduced for optimal alignment of the two sequences.
- the percentage similarity between the two sequences is a function of the number of identical and similar amino acid residues shared by the sequences at individual positions, taking into account the number of gaps, and the length of each gap, which need to be introduced for optimal alignment of the two sequences.
- sequence of a cDNA of a mRNA transcript and the sequence of the mRNA itself, are deemed to have 100% sequence identity, although it is understood that one molecule is a DNA molecule and thus comprises "T” while the other is a RNA molecule and this comprises "U”.
- the comparison of sequences and determination of percentage identity or percentage similarity between sequences can be accomplished using a mathematical algorithm.
- the percentage identity or similarity between amino acid sequences is determined using the Needleman and Wiinsch, ( 1970, J. Mol. Biol. 48 : 444-453) algorithm which has been incorporated into the GAP program in the GCG software package (available at http://www.gcg .com), using either a Blossum 62 matrix or a PAM250 matrix, and a gap weight of 16, 14, 12, 10, 8, 6, or 4 and a length weight of 1, 2, 3, 4, 5, or 6.
- the percent identity between nucleotide sequences is determined using the GAP program in the GCG software package (available at http://www.gcg.com), using a NWSgapdna.CM P matrix and a gap weight of 40, 50, 60, 70, or 80 and a length weight of 1,
- An non-limiting set of parameters includes a Blossum 62 scoring matrix with a gap penalty of 12, a gap extend penalty of 4, and a frameshift gap penalty of 5.
- the percentage identity or similarity between amino acid or nucleotide sequences can be determined using the algorithm of E. Meyers and W.
- nucleic acid and protein sequences described herein can be used as a "query sequence" to perform a search against public databases to, for example, identify other family members or related sequences.
- search can be performed using the NBLAST and X BLAST programs (version 2.0) of Altschul, et al. , ( 1990, J. Mol. Biol., 215 : 403- 10).
- Gapped BLAST can be utilized as described in Altschul et al. , (1997, Nucleic Acids Res. 25: 3389-3402).
- the default parameters of the respective programs e.g. , XBLAST and NBLAST
- the default parameters of the respective programs e.g. , XBLAST and NBLAST
- Corresponding cancer therapy biomarker polynucleotides also include nucleic acid sequences that hybridize to reference cancer therapy biomarker polynucleotides, or to their complements, under stringency conditions described below.
- the term “hybridizes under low stringency, medium stringency, high stringency, or very high stringency conditions” describes conditions for hybridization and washing.
- “Hybridization” is used herein to denote the pairing of complementary nucleotide sequences to produce a DNA- DNA hybrid or a DNA-RNA hybrid.
- Complementary base sequences are those sequences that are related by the base-pairing rules. In DNA, A pairs with T and C pairs with G. In RNA, U pairs with A and C pairs with G.
- match and “mismatch” as used herein refer to the hybridization potential of paired nucleotides in complementary nucleic acid strands. Matched nucleotides hybridize efficiently, such as the classical A-T and G-C base pair mentioned above. Mismatches are other combinations of nucleotides that do not hybridize efficiently.
- Low stringency conditions also may include 1% Bovine Serum Albumin (BSA), 1 mM EDTA, 0.5 M NaHPCU (pH 7.2), 7% SDS for hybridization at 65° C, and (i) 2 x SSC, 0.1% SDS; or (ii) 0.5% BSA, 1 mM EDTA, 40 mM NaHP0 4 (pH 7.2), 5% SDS for washing at room temperature.
- BSA Bovine Serum Albumin
- 1 mM EDTA 1 mM EDTA
- 0.5 M NaHPCU pH 7.2
- 2 x SSC 0.1% SDS
- BSA Bovine Serum Albumin
- BSA Bovine Serum Albumin
- SSC sodium chloride/sodium citrate
- Medium stringency conditions include and encompass from at least about 16% v/v to at least about 30% v/v formamide and from at least about 0.5 M to at least about 0.9 M salt for hybridization at 42° C, and at least about 0.1 M to at least about 0.2 M salt for washing at 55° C.
- Medium stringency conditions also may include 1% Bovine Serum Albumin (BSA), 1 mM EDTA, 0.5 M NaHPCU (pH 7.2), 7% SDS for hybridization at 65° C, and (i) 2 x SSC, 0.1% SDS; or (ii) 0.5% BSA, 1 mM EDTA, 40 mM NaHPCU (pH 7.2), 5% SDS for washing at 60-65° C.
- BSA Bovine Serum Albumin
- medium stringency conditions includes hybridizing in 6 c SSC at about 45° C, followed by one or more washes in 0.2 x SSC, 0.1% SDS at 60° C.
- High stringency conditions include and encompass from at least about 31% v/v to at least about 50% v/v formamide and from about 0.01 M to about 0.15 M salt for hybridization at 42° C, and about 0.01 M to about 0.02 M salt for washing at 55° C.
- High stringency conditions also may include 1% BSA, 1 mM EDTA, 0.5 M NaHPCU (pH 7.2), 7% SDS for hybridization at 65° C, and (i) 0.2 x SSC, 0.
- One embodiment of high stringency conditions includes hybridizing in 6 x SSC at about 45° C, followed by one or more washes in 0.2 x SSC, 0.1% SDS at 65° C.
- a corresponding cancer therapy biomarker polynucleotide is one that hybridizes to a disclosed nucleotide sequence (e.g. , any one of SEQ ID NOs: 1, 3, 5, 7, 9 or 11) under very high stringency conditions.
- a disclosed nucleotide sequence e.g. , any one of SEQ ID NOs: 1, 3, 5, 7, 9 or 11
- very high stringency conditions includes hybridizing 0.5 M sodium phosphate, 7% SDS at 65° C, followed by one or more washes at 0.2 x SSC, 1% SDS at 65° C.
- All the essential reagents required for detecting and quantifying the cancer therapy biomarkers of the invention may be assembled together in a kit. In some
- the kit comprises a reagent that permits quantification of at least one cancer therapy biomarker.
- the kit comprises : (i) at least one reagent that allows quantification (e.g. , determining the abundance, concentration or level) of an expression product of MAPI LC3B in a biological sample; and optionally (ii) instructions for using the at least one reagent.
- the kit further comprises (iii) at least one reagent that allows quantification of a polynucleotide or polypeptide expression product of EHMT2 or EHMT1 in a biological sample; (iv) at least one reagent that allows quantification of serum LDH in a biological sample; and/or at least one reagent that allows detection of a mutation in NRAS or BRAF.
- kits are understood to mean a product containing the different reagents necessary for carrying out the methods of the invention packed so as to allow their transport and storage.
- Materials suitable for packing the components of the kit include crystal, plastic (polyethylene, polypropylene, polycarbonate and the like), bottles, vials, paper, envelopes and the like.
- the kits of the invention can contain instructions for the simultaneous, sequential or separate use of the different components contained in the kit.
- the instructions can be in the form of printed material or in the form of an electronic support capable of storing instructions such that they can be read by a subject, such as electronic storage media (magnetic disks, tapes and the like), optical media (CD-ROM, DVD) and the like.
- the media can contain internet addresses that provide the instructions.
- Reagents that allow quantification of a cancer therapy biomarker include compounds or materials, or sets of compounds or materials, which allow quantification of the biomarker.
- the compounds, materials or sets of compounds or materials permit determining the level or abundance of a polypeptide or polynucleotide (/.e. , a transcript or protein expressed from MAP1LC3B, EHMT2 or EHMT1 or serum LDH).
- kits may also optionally include appropriate reagents for detection of labels, positive and negative controls, washing solutions, blotting membranes, microtiter plates, dilution buffers and the like.
- a protein-based detection kit may include (i) at least one cancer therapy biomarker polypeptide (for example, MAP1LC3B polypeptide and optionally an EHMT2 or EHMT1 polypeptide, or LDH, which may be used as a positive control); and (ii) an antibody that binds specifically to the cancer therapy biomarker polypeptide.
- a nucleic acid-based detection kit may include (i) a cancer therapy biomarker polynucleotide (for example, a MAP1LC3B polynucleotide and optionally an EHMT2 or EHMT1 polynucleotide, which may be used as a positive control); and (ii) a primer or probe that specifically hybridizes to a cancer therapy biomarker polynucleotide (e.g. a cDNA of a MAP1LC3B , EHMT2 or EHMT1 transcript or the transcript itself).
- a cancer therapy biomarker polynucleotide for example, a MAP1LC3B polynucleotide and optionally an EHMT2 or EHMT1 polynucleotide, which may be used as a positive control
- a primer or probe that specifically hybridizes to a cancer therapy biomarker polynucleotide (e.g. a cDNA of a MAP1LC3
- kits may comprise, in suitable means, distinct containers for each individual reagent and enzyme as well as for each primer or probe.
- enzymes suitable for amplifying nucleic acids including various polymerases (reverse transcriptase, Taq, SequenaseTM, DNA ligase etc. depending on the nucleic acid amplification technique employed), deoxynucleotides and buffers to provide the necessary reaction mixture for amplification.
- Such kits also generally will comprise, in suitable means, distinct containers for each individual reagent and enzyme as well as for each primer or probe.
- the kit can also feature various devices (e.g., one or more) and reagents (e.g., one or more) for performing one of the assays described herein; and/or printed instructions for using the kit to quantify the expression of a cancer therapy biomarker gene.
- reagents described herein which may be optionally associated with detectable labels, can be presented in the format of a microfluidics card, a chip or chamber, a microarray or a kit adapted for use with the assays described in the examples or below, e.g. , RT-PCR or Q PCR techniques described herein.
- compositions and solid supports for determining an indicator used in assessing a likelihood of a subject with cancer responding to cancer therapy.
- the compositions and solid support may be relevant to applications where the cancer therapy biomarker is polypeptide or a polynucleotide.
- the composition contains MAP1LC3B transcript or cDNA thereof, and at least one oligonucleotide primer or probe that hybridizes to the
- MAP1LC3B transcript or cDNA optionally a EHMT2 or EHMT1 transcript or cDNA thereof and at least one oligonucleotide primer or probe that hybridizes to the EHMT2 or EHMT1 transcript or cDNA thereof.
- the level of transcript or cDNA in the composition is reflective of the level of transcript in the subject from which the sample is taken and obtained, and can thus be used in the method of the present invention to assess the likelihood of a subject responding to cancer therapy.
- the compositions may comprise a polypeptide expression product of MAPI LC3B and a detection agent that binds to the polypeptide expression product of MAP1LC3B ; and optionally a polypeptide expression product of EHMT2 or EHMT1 and a detection agent that binds to the polypeptide expression product of EHMT2 or EHMT1.
- the composition contains tumor cells that comprise the polypeptide expression product of MAP1LC3B and optionally the polypeptide expression product of EHMT2 or EHMT1.
- the detection agents are antibodies or antigen-binding fragments thereof that are specific for the polypeptide expression product of MAP1LC3B or the polypeptide expression product of EHMT2 or EHMT1 , respectively.
- Solid supports of the present invention include those to which at least one oligonucleotide primer or probe that hybridizes to a MAP1LC3B transcript or cDNA thereof, and optionally at least one oligonucleotide primer or probe that hybridizes to a EHMT2 or EHMT1 transcript or cDNA thereof, are immobilized.
- a MAP1LC3B transcript or cDNA thereof, and optionally a EHMT2 or EHMT1 transcript or cDNA thereof is/are hybridized to their respective oligonucleotides or probes.
- the indicator determined using the methods of the present invention can be used for assessing a likelihood of a subject responding to cancer therapy, and in particular therapy that includes an immune checkpoint inhibitor.
- Immune checkpoint inhibitors include, for example, those that target CTLA-4 and thus block or inhibit the interaction between CTLA- 4 and CD80/CD86 ⁇ i. e. CTLA-4 inhibitors, such as ipilimumab or tremelimumab), those that target PD-1 and thus block or inhibit the interaction between PD-1 and PD-L1 ⁇ i.e.
- PD- 1 inhibitors such as pembrolizumab, pidilizumab, nivolumab, REGN2810, CT-001, AMP-224, BMS-936558, MK-3475, MEDI0680 and PDR001), and those that target PD-L1 and thus block or inhibit the interaction between PD-1 and PD-L1 (/. e. PD-L1 inhibitors such as atezolizumab, durvalumab, avelumab, BMS-936559 and MEDI4736).
- a combination of immune checkpoint inhibitors constitute the cancer therapy.
- the level, abundance or concentration of an expression product of MAP1LC3B can be used to predict whether a subject is likely to respond to cancer therapy.
- the level of expression of MAP1LC3B generally corresponds to responsiveness to therapy, whereby subjects with higher MAP1LC3B expression are typically likely to respond to cancer therapy and subjects with lower MAP1LC3B expression are typically unlikely to respond to cancer therapy (e.g. are likely to be non- responsive to cancer therapy).
- subjects can be separated into two groups based on their relative level of MAP1LC3B expression: MAPlLC3B-h ⁇ gh and MAPlLC3B- ⁇ ow, whereby MAPlLC3B-h ⁇ gh subjects are more likely to respond to cancer therapy with an immune checkpoint inhibitor than MAP1LC3B- low subjects.
- a method for determining an indicator used in assessing a likelihood of a subject with cancer responding to cancer therapy comprising, consisting or consisting essentially of: (1) determining a biomarker value for at least one cancer therapy biomarker in a sample from the subject, wherein the, or one of the, cancer therapy biomarker(s) is an expression product of MAP1LC3B and (2) determining the indicator using the biomarker value(s), wherein the indicator is at least partially indicative of the likelihood of responsiveness to cancer therapy; wherein the cancer therapy comprises therapy with an immune checkpoint inhibitor.
- the indicator can be determined to be at least partially indicative of a positive response to therapy, and the subject can therefore be assessed as being likely to exhibit a positive response to therapy.
- the indicator can be determined to be at least partially indicative of a negative response to therapy, and the subject can thus be assessed as being likely to exhibit a negative response ⁇ e.g. a non-response) to therapy.
- the level, abundance or concentration of an expression product of EHMT2 can also be used to predict whether a subject is likely to respond to cancer therapy.
- the level of expression of EHMT2 inversely correlates to responsiveness to therapy, whereby subjects with lower EHMT2 expression are generally likely to respond positively to cancer therapy, and subjects with higher EHMT2 expression are generally unlikely to respond positively to cancer therapy (or are likely to be non-responsive to cancer therapy) .
- subjects can be separated into two groups based on their relative level of EHMT2 expression : EHMT2- ⁇ OYJ and EHMT2- high, whereby EHMT2- ⁇ O ⁇ N subjects are more likely to respond to cancer therapy with an immune checkpoint inhibitor than EHMT2- high subjects.
- the indicator can be determined to be at least partially indicative of a negative response to therapy and the subject can therefore be assessed as being likely to exhibit a negative response (e.g. a nonresponse) to therapy.
- the indicator can be determined to be at least partially indicative of a positive response to therapy and the subject can therefore be assessed as being likely to exhibit a positive response to therapy.
- the ratio of MAP1LC3B expression to EHMT2 expression is particularly useful as an indicator, or for deriving an indicator, used in assessing a likelihood of a subject with cancer responding to cancer therapy.
- an indicator used in assessing a likelihood of a subject with cancer responding to cancer therapy.
- subjects who demonstrate a positive response (including a complete or partial response) to therapy with an immune checkpoint inhibitor have a ratio of MAP1LC3B expression to EHMT2 expression that is higher than the ratio observed in subjects who do not respond to the therapy.
- the indicator can be determined to be at least partially indicative of a positive response to cancer therapy and the subject can thus be assessed as being likely to exhibit a positive response to cancer therapy.
- the indicator can be determined to be at least partially indicative of a negative response to therapy and the subject can thus be assessed as being unlikely to exhibit a positive response to therapy (or likely to exhibit a negative response, e.g. a non-response, to therapy).
- the indicator can be determined to be at least partially indicative of a complete response to cancer therapy and the subject can thus be assessed as being likely to exhibit a complete response to cancer therapy.
- the indicator can be determined to be at least partially indicative of a partial response to therapy and the subject can thus be assessed as being likely to exhibit a partial response to therapy.
- the indicator can be determined to be at least partially indicative of a negative response to therapy and the subject can thus be assessed as being likely to exhibit a negative response to therapy.
- subjects can be separated into three groups based on the ratio of MAP1LC3B expression to EHMT2 expression : high, intermediate and low, whereby high ratio subjects are likely to exhibit a complete response, intermediate ratio subjects are likely to exhibit a partial response, and low ratio subjects are likely to exhibit non-response to cancer therapy with an immune checkpoint inhibitor.
- a high ratio represents a ratio of from about 1.65 to about 2.00, such as or as about 1.65, 1.70, 1.75, 1.80, 1.85, 1.90, 1.95 or 2.00; an intermediate ratio represents a ratio of from about 1.30 to about 1.60, such as or as about 1.30, 1.35, 1.40, 1.45, 1.50, 1.55 or 1.60; and/or a low ratio represents a ratio of from about 0.50 to about 0.90, such as or as about 0.50, 0.55, 0.60, 0.65, 0.70, 0.75, 0.80, 0.85 or 0.90.
- the level, abundance or concentration of serum LDH and mutation status of BRAF and NRAS can also be used in combination with the level, abundance or concentration of the expression product of
- MAP1LC3B to predict whether a subject is likely to respond to cancer therapy.
- subjects with lower expression of MAP1LC3B are generally unlikely to respond to therapy or are likely to only partially respond to therapy, regardless of their LDH levels and BRAF/NRAS mutation status.
- subjects with higher expression of MAP1LC3B are generally likely to respond to therapy, unless they have increased LDH levels relative to a "normal” or “healthy” level and do have BRAF/NRAS mutations, in which case they are unlikely to respond to cancer therapy.
- expression of MAP1LC3B is assessed by determining the percentage of tumor cells in a sample that are positive for LCB3 expression.
- a percentage under, or equal to or under, a particular reference or cutoff indicates that the subject is generally unlikely to respond to cancer therapy
- a percentage equal to or over, or over, a particular cutoff indicates that the subject is generally likely to respond to cancer therapy unless they have increased LDH levels relative to a "normal" or "healthy” level and do have BRAF/NRAS mutations.
- Such references or cutoffs can be determined empirically by those skilled in the art. Non-limiting examples of such cutoffs include 10, 10.5, 11, 11.5, 12, 12.5, 13, 13.5, 14, 14.5, 15, 15.5, 16, 16.5, 17, 17.5, 18, 18.5, 19, 19.5, 20, 20.5, 21, 21.5, 22, 22.5, 23, 23.5, 24, 24.5 and 25% of LC3B + cells in a population.
- MAP1LC3B expression levels correlate with a positive response to cancer therapy, and in particular therapy with an immune checkpoint inhibitor
- EHMT2 expression levels inversely correlate with a positive response to cancer therapy, and in particular therapy with an immune checkpoint inhibitor. Accordingly, subjects who are unlikely to respond, or a likely to only partially respond, to cancer therapy with an immune checkpoint inhibitor may be candidates for sensitization to that cancer therapy, such as by administering a therapeutic that increases MAP1LC3B expression levels and/or increases LC3B levels.
- LC3B polypeptide or a polynucleotide encoding LC3B could be administered to a subject.
- the therapeutic is an EHMT2 inhibitor.
- the EHMT2 inhibitor will induce or increase MAP1LC3B expression by reducing histone H3K9 methylation, thereby leading to improved responsiveness to cancer therapy.
- an EHMT1 inhibitor can be used in place of, or in addition to, the EHMT2 inhibitor, resulting the same effect of inducing or increasing MAP1LC3B expression by reducing histone H3K9 methylation.
- a subject with cancer is a candidate for sensitization to cancer therapy with an immune checkpoint inhibitor
- a subject is considered to be a candidate for sensitization to cancer therapy with an immune checkpoint inhibitor when the subject has been assessed as being unlikely to respond cancer therapy or likely to only partially respond to cancer therapy in accordance with the methods described herein.
- the subject is considered to be a candidate for sensitization to cancer therapy with an immune checkpoint inhibitor when the subject has one of the following biomarker profiles: (i) the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is decreased relative to a reference level, the abundance or concentration of serum LDH correlates with that of a healthy subject, and the BRAF/NRAS mutation status is negative; (ii) the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is increased relative to a reference level, the abundance or concentration of serum LDH is increased relative to that of a healthy subject, and the BRAF/NRAS mutation status is positive; (iii) the abundance or concentration of the polynucleotide or polypeptide expression product of MAP1LC3B is increased relative to a reference level, the abundance or concentration of serum LDH is increased relative to that of a healthy subject, and the BRAF/NRAS mutation status is positive; (iv) the abundance or concentration of the
- EHMT2 inhibitors are well known in the art and include any which partially or completely inhibit or reduce the level of EHMT2 expression or EHMT2 activity
- the EHMT2 inhibitor may be specific for EHMT2, or may also act on other molecules, such as other histone methyltransferases (e.g. EHMT1), to inhibit their expression and/or activity.
- EHMT1 histone methyltransferases
- EHMT2 inhibitors include small molecules, antibodies and antigen-binding fragments thereof, polynucleotides, such as antisense and inhibitory RNA (e.g. , siRNA and shRNA) molecules, and other molecules such as zinc finger nucleases.
- polynucleotides such as antisense and inhibitory RNA (e.g. , siRNA and shRNA) molecules, and other molecules such as zinc finger nucleases.
- the inhibitor is a small molecule or an antibody or antigen binding fragment thereof that binds to a EHMT2 polypeptide, such as a polypeptide having a sequence set forth in any one of SEQ ID NOs: 4, 6, 8, 10 or 12 or a polypeptide having at least of about 85%, 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% sequence identity thereto.
- a EHMT2 polypeptide such as a polypeptide having a sequence set forth in any one of SEQ ID NOs: 4, 6, 8, 10 or 12 or a polypeptide having at least of about 85%, 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% sequence identity thereto.
- the inhibitor is a polynucleotide that is complementary to, and hybridizes to, a EHMT2 polynucleotide, such as a polynucleotide having a sequence set forth in any one of SEQ ID NOs: 3, 5, 7, 9 and 11; a complement thereof; or a polynucleotide having at least of about 70%, 71%, 72%, 73%, 74%, 75%, 76%, 77%, 78%, 79%, 80%, 81%, 82%, 83%, 84%, 85%, 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% sequence identity thereto.
- the inhibitor reduces or inhibits, the expression level or biological activity of EHMT2 by at least 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90% or more.
- EHMTl inhibitors are also well known in the art and include any which partially or completely inhibit or reduce the level of EHMTl expression or EHMTl activity
- the EHMTl inhibitor may be specific for EHMTl, or may also act on other molecules, such as other histone methyltransferases (e.g. EHMT2), to inhibit their expression and/or activity.
- EHMT2 histone methyltransferases
- EHMTl inhibitors include small molecules, antibodies and antigen-binding fragments thereof, polynucleotides, such as antisense and inhibitory RNA (e.g. , siRNA and shRNA) molecules.
- the inhibitor is a small molecule or an antibody or antigen binding fragment thereof that binds to a EHMTl polypeptide, such as a polypeptide having a sequence set forth in SEQ ID NO : 26 or a polypeptide having at least of about 85%, 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% sequence identity thereto.
- the inhibitor is a polynucleotide that is complementary to, and hybridizes to, a EHMTl polynucleotide, such as a polynucleotide having a sequence set forth in SEQ ID NO : 25; a complement thereof; or a polynucleotide having at least of about 70%, 71%, 72%, 73%, 74%, 75%, 76%, 77%, 78%, 79%, 80%, 81%, 82%, 83%, 84%, 85%, 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% sequence identity thereto.
- the inhibitor reduces or inhibits, the expression level or biological activity of EHMT1 by at least 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90% or more.
- EHMT2 or EHMT1 Methods for assessing the inhibition of the expression level or activity of EHMT2 or EHMT1 by an inhibitor are well known in the art and can be used to identify or select suitable inhibitors for use in accordance with the present invention.
- expression levels of EHMT2 or EHMT1 before and after exposure of a cell to an inhibitor can be assessed at the transcript or protein level using methods well known in the art, including those described above and in the Examples herein.
- the ability of EHMT2 or EHMT1 to methylate H3K9 can also be assessed using methods well known in the art, such as those described W02018005799, WO2017181177, WO2017142947, W02015200329,
- WO2015192981, WO2014066435 and United States Patent Publication No. 2015274660 the levels of FI3K9me2 in cells following exposure of the cells to an EFIMT2 or EHMT1 inhibitor can be assessed using an antibody specific for H3K9me2.
- the ability of an EHMT2 or EHMT1 inhibitor to induce or increase expression of MAP1LC3B is assessed as described below.
- the EHMT2 inhibitor is a small molecule, such as a small molecule that inhibits EHMT2 activity.
- exemplary small molecule inhibitors of EHMT2 include, but are not limited to, A-366 (Pappano et at. (2015) PLoS ONE 10(7) :
- the EHMT2 inhibitor is a molecule that reduces EHMT2 mRNA and/or EHMT2 protein levels, such as by inhibiting EHMT2 expression levels.
- inhibitory nucleic acids including, but not limited to, antisense oligonucleotides (ASOs, including unmodified or modified forms, such as those containing one or more phosphate linkage modifications (e.g. phosphodiester and/or phosphoramidate modifications), sugar modifications (e.g.
- LNA locked nucleic acid
- cEt S-constrained-ethyl
- MOE 2'-0-methoxy-ethyl
- Tc-DNA tricyclo-DNA
- PNA peptide nucleic acid
- PMO phosphorodiamidate morpholino oligomers
- RNAi molecules such as siRNAs and shRNAs (including bi-functional shRNAs), miRNAs and antagomirs (or blockmirs).
- Antisense or inhibitory nucleic acid molecules comprise a sequence complementary to at least a portion of an RNA transcript of a gene of interest, in this case the EHMT2 transcript (e.g. any set forth in SEQ ID NOs: 3, 5, 7, 9 and 11).
- the ability to hybridize to the target will depend on both the degree of complementarity and the length of the antisense nucleic acid. Generally, the larger the hybridizing nucleic acid, the more base mismatches with a RNA it may contain and still form a stable duplex (or triplex as the case may be).
- One skilled in the art can ascertain a tolerable degree of mismatch by use of standard procedures to determine the melting point of the hybridized complex.
- Polynucleotides that are complementary to the 5' end of the message typically work most efficiently at inhibiting translation.
- sequences complementary to the 3' untranslated sequences of mRNAs have also been shown to be effective at inhibiting translation of mRNAs as well (see generally, Wagner, R., (1994) Nature 372: 333-335).
- oligonucleotides complementary to either the 5'- or 3 '-non-translated, non-coding regions of the gene could be used in an antisense approach to inhibit translation of endogenous EHMT2 mRNA.
- Antisense polynucleotides complementary to the 5' untranslated region of the mRNA should include the complement of the AUG start codon.
- Antisense polynucleotides complementary to mRNA coding regions are generally less efficient inhibitors of translation but could be used in accordance with the invention. Whether designed to hybridize to the 5'-, 3'- or coding region of an mRNA, antisense nucleic acids should be at least six nucleotides in length, and are preferably oligonucleotides ranging from 6 to about 50 nucleotides in length. In specific aspects the oligonucleotide is at least 10 nucleotides, at least 17 nucleotides, at least 25 nucleotides or at least 50 nucleotides.
- siRNA or shRNA molecules such as that used in the Examples below, that inhibit EHMT2 expression are used.
- Such molecules are well known, are commercially available and can be readily produced by skilled artisans.
- Other molecules that can function as EHMT2 inhibitors include miRNAs that target the EHMT2 gene, such as miR-217 (see e.g. Thienpont et at. (2016) J Clin Invest 127(1) : 335- 348) .
- EHMT1 inhibitors for use in the present invention include small molecules, such as a small molecules that inhibits EHMT1 activity.
- Exemplary small molecule inhibitors of EHMT1 include, but are not limited to, A-366 (Pappano et at. (2015) PLoS ONE 10(7) : e0131716), BIX01294 (Kubicek et at. (2007) Mol Cell 25 : 473-481), BRD4770 (Yuan et at. (2012) ASC Chem Biol 7: 1152- 1157), CM-272 (Jose-Eneriz et at. (2017) Nat Comm
- the EHMT1 inhibitor is a molecule that reduces EHMT1 mRNA and/or EHMT1 protein levels, such as by inhibiting EHMT1 expression levels.
- Exemplary of such molecules are inhibitory nucleic acids, including, but not limited to, antisense oligonucleotides (ASOs, including unmodified or modified forms, such as those containing one or more phosphate linkage modifications (e.g. phosphodiester and/or phosphoramidate modifications), sugar modifications ⁇ e.g.
- the EHMT1 inhibitor is an antisense or inhibitory RNA, such as a siRNA or shRNA molecules.
- siRNA or shRNA molecules such as that used in the Examples below, that inhibit EHMT1 expression are well known, are commercially available and can be readily produced by skilled artisans.
- Other molecules that can function as EHMT1 inhibitors include miRNAs that target the EHMT1 gene, such as miR-217 (see e.g. Thienpont et al. (2016) J Clin Invest 127(1) : 335- 348).
- the methods of the present invention also extend to the treatment of a subject with a cancer therapy.
- a method for treating cancer in a subject comprising, consisting or consisting essentially of performing the method described above and herein for determining an indicator used in assessing a likelihood of a subject with cancer responding to cancer therapy; and exposing the subject to a cancer therapy on the basis that the indicator is at least partially indicative of a positive response to cancer therapy, wherein the cancer therapy comprises therapy with an immune checkpoint inhibitor.
- the indicator is at least partially indicative of a negative response to cancer therapy and the subject is exposed to an EHMT2 or EHMT1 inhibitor to sensitize the subject to cancer therapy, as described above, before the subject is then exposed to the cancer therapy.
- a method for treating a subject with cancer comprising, consisting or consisting essentially of performing the method described above and herein for determining an indicator used in assessing a likelihood of a subject with cancer responding to cancer therapy; administering an EHMT2 or EHMTl inhibitor to the subject on the basis that the indicator is at least partially indicative of a negative response to cancer therapy, thereby sensitizing the subject to cancer therapy; and exposing the subject to the cancer therapy, wherein the cancer therapy comprises therapy with an immune checkpoint inhibitor.
- the cancer therapy includes therapy with at least one immune checkpoint inhibitor, and optionally two or more immune checkpoint inhibitors.
- Immune checkpoint inhibitors for inclusion in the cancer therapy include, for example, those that target CTLA-4 and thus block or inhibit the interaction between CTLA-4 and CD80/CD86 (/. e. CTLA-4 inhibitors, such as ipilimumab or tremelimumab), those that target PD-1 and thus block or inhibit the interaction between PD-1 and PD-L1 (/.e.
- PD-1 inhibitors such as pembrolizumab, pidilizumab, nivolumab, REGN2810, CT-001, AMP-224, BMS-936558, MK-3475, MEDI0680 and PDR001) and those that target PD-L1 and thus block or inhibit the interaction between PD-1 and PD-L1 (/.e. PD-L1 inhibitors such as atezolizumab, durvalumab, avelumab, BMS- 936559 and MEDI4736).
- the cancer therapy to which the subject is exposed may be a combination cancer therapy, which includes exposure of the subject to one or more therapies (e.g.
- radiotherapies or chemotherapeutic agents.
- Radiotherapies include radiation and waves that induce DNA damage for example, g-irradiation, X-rays, UV irradiation, microwaves, electronic emissions,
- Radioisotopes and the like. Therapy may be achieved by irradiating the localized tumor site with the above described forms of radiations. It is most likely that all of these factors effect a broad range of damage DNA, on the precursors of DNA, the replication and repair of DNA, and the assembly and maintenance of chromosomes.
- Dosage ranges for X-rays range from daily doses of 50 to 200 roentgens for prolonged periods of time (3 to 4 weeks), to single doses of 2000 to 6000 roentgens.
- Dosage ranges for radioisotopes vary widely, and depend on the half-life of the isotope, the strength and type of radiation emitted, and the uptake by the neoplastic cells.
- Non-limiting examples of radiotherapies include conformal external beam radiotherapy (50- 100 Grey given as fractions over 4-8 weeks), either single shot or fractionated, high dose rate brachytherapy, permanent interstitial brachytherapy, systemic radio-isotopes (e.g. , Strontium 89).
- the radiotherapy may be administered in combination with a radiosensitizing agent.
- radiosensitizing agents include but are not limited to efaproxiral, etanidazole, fluosol, misonidazole, nimorazole, temoporfin and tirapazamine.
- Chemotherapeutic agents may be cytostatic or cytotoxic.
- Non-limiting examples of chemotherapeutic agents for use in accordance with the methods of the present invention include any one or more of those in the following categories:
- antiproliferative/antineoplastic drugs and combinations thereof, as used in medical oncology such as alkylating agents (for example cis-platin, carboplatin, cyclophosphamide, nitrogen mustard, melphalan, chlorambucil, busulphan and nitrosoureas) ; antimetabolites (for example antifolates such as fluoropyridines like 5-fluorouracil and tegafur, raltitrexed, methotrexate, cytosine arabinoside and hydroxyurea ; anti-tumor antibiotics (for example anthracyclines like adriamycin, bleomycin, doxorubicin, daunomycin, epirubicin, idarubicin, mitomycin-C, dactinomycin and mithramycin) ; antimitotic agents (for example vinca alkaloids like vincristine, vinblastine, vindesine and vinorelbine and taxoids
- cytostatic agents such as antiestrogens (for example tamoxifen, toremifene, raloxifene, droloxifene and idoxifene), oestrogen receptor down regulators (for example fulvestrant), antiandrogens (for example bicalutamide, flutamide, nilutamide and cyproterone acetate), UH antagonists or LHRH agonists (for example goserelin, leuprorelin and buserelin), progestogens (for example megestrol acetate), aromatase inhibitors (for example as anastrozole, letrozole, vorozole and exemestane) and inhibitors of 5a-reductase such as finasteride; (iii) agents which inhibit cancer cell invasion (for example metalloproteinase inhibitors like marimastat and inhibitors of urokinase plasminogen activator receptor function);
- inhibitors of growth factor function include growth factor antibodies, growth factor receptor antibodies (for example the anti-erbb2 antibody trastuzumab [HerceptinTM] and the anti-erbbl antibody cetuximab [C225]), farnesyl transferase inhibitors, MEK inhibitors, tyrosine kinase inhibitors and serine/threonine kinase inhibitors, for example other inhibitors of the epidermal growth factor family (for example other EGFR family tyrosine kinase inhibitors such as N-(3-chloro-4-fluorophenyl)-7-methoxy- 6-(3-morpholinopropoxy)quinazolin-4-amine (gefitinib, AZD 1839), N-(3-ethynylphenyl)-6,7- bis(2-methoxyethoxy)quinazolin-4-amine (erlotinib, OSI-774) and 6-acrylamido
- anti-angiogenic agents such as those which inhibit the effects of vascular endothelial growth factor, (for example the anti-vascular endothelial cell growth factor antibody bevacizumab [AvastinTM], compounds such as those disclosed in International Patent Applications WO 97/22596, WO 97/30035, WO 97/32856 and WO 98/ 13354) and compounds that work by other mechanisms (for example linomide, inhibitors of integrin anb3 function and angiostatin) ;
- vascular endothelial growth factor for example the anti-vascular endothelial cell growth factor antibody bevacizumab [AvastinTM]
- AvastinTM anti-vascular endothelial cell growth factor antibody bevacizumab
- compounds that work by other mechanisms for example linomide, inhibitors of integrin anb3 function and angiostatin
- vascular damaging agents such as Combretastatin A4 and compounds disclosed in International Patent Applications WO 99/02166, WO00/40529, WO 00/41669, WOOl/92224, WO02/ 04434 and W002/08213;
- antisense therapies for example those which are directed to the targets listed above, such as ISIS 2503, an anti-ras antisense; and
- gene therapy approaches including for example approaches to replace aberrant genes such as aberrant p53 or aberrant GDEPT (gene-directed enzyme pro-drug therapy) approaches such as those using cytosine deaminase, thymidine kinase or a bacterial nitroreductase enzyme and approaches to increase patient tolerance to chemotherapy or radiotherapy such as multi-drug resistance gene therapy.
- aberrant genes such as aberrant p53 or aberrant GDEPT (gene-directed enzyme pro-drug therapy) approaches
- cytosine deaminase such as those using cytosine deaminase, thymidine kinase or a bacterial nitroreductase enzyme
- approaches to increase patient tolerance to chemotherapy or radiotherapy such as multi-drug resistance gene therapy.
- immunotherapy approaches including for example ex vivo and in vivo approaches to increase the immunogenicity of patient tumor cells, such as transfection with cytokines such as interleukin 2, interleukin 4 or granulocyte-macrophage colony stimulating factor, approaches to decrease T-cell anergy, approaches using transfected immune cells such as cytokine-transfected dendritic cells, approaches using cytokine-transfected tumor cell lines and approaches using anti-idiotypic antibodies.
- cytokines such as interleukin 2, interleukin 4 or granulocyte-macrophage colony stimulating factor
- approaches to decrease T-cell anergy approaches using transfected immune cells such as cytokine-transfected dendritic cells
- approaches using cytokine-transfected tumor cell lines approaches using anti-idiotypic antibodies.
- the immune effector may be, for example, an antibody specific for some marker on the surface of a malignant cell.
- the antibody alone may serve as an effector of therapy or
- the effector may be a lymphocyte carrying a surface molecule that interacts, either directly or indirectly, with a malignant cell target.
- Various effector cells include cytotoxic T cells and NK cells.
- the therapeutic agents described herein including those included in the cancer therapy (e.g. immune checkpoint inhibitor(s), other chemotherapeutic agents and EHMT2 inhibitors), will be administered in pharmaceutical (or veterinary) compositions together with a pharmaceutically acceptable carrier and in an effective amount to achieve their intended purpose.
- the dose of active compounds administered to a subject should be sufficient to achieve a beneficial response in the subject over time, such as a reduction in tumor burden and the like.
- the quantity of the pharmaceutically active compounds(s) to be administered may depend on the subject to be treated inclusive of the age, sex, weight and general health condition thereof. In this regard, precise amounts of the active compound(s) for administration will depend on the judgment of the practitioner.
- the medical practitioner or veterinarian may evaluate severity of any symptom or clinical sign associated with the presence of the cancer. In any event, those of skill in the art may readily determine suitable dosages of the therapeutic agents and suitable treatment regimens without undue experimentation.
- the methods of the present invention are relevant to an assessment of a subject with cancer.
- the subject has a cancer that is a solid tumor.
- the cancer is a blood tumor (/. e. , not a solid tumor).
- Exemplary types of cancer include, but are not limited to, one or more of the cancer types such as primary cancer, metastatic cancer, breast cancer, colon cancer, rectal cancer, lung cancer, oropharyngeal cancer, hypopharyngeal cancer, oesophageal cancer, stomach cancer, pancreatic cancer, liver cancer, gallbladder cancer, bile duct cancer, small intestine cancer, urinary tract cancer, kidney cancer, bladder cancer, urothelium cancer, female genital tract cancer, cervical cancer, uterine cancer, ovarian cancer, choriocarcinoma, gestational trophoblastic disease, male genital tract cancer, prostate cancer, seminal vesicle cancer, testicular cancer, germ cell tumors, endocrine gland tumors, thyroid cancer, adrenal cancer, pituitary gland cancer, skin cancer, hemangiomas, melanomas, sarcomas arising from bone and soft tissues, Kaposi's sarcoma, brain cancer, nerve cancer, ocular cancer,
- G9a EHMT2
- cutaneous/occult primary melanoma cell lines including BRAF p.V600E mutants (D05, D14 and D20), two NRAS p.Q61L mutants (C006 and C013), two NF1 null mutants (C008, c.586+ lG >A and D22, p. R440X) and two triple wild type (A04 and C092) cell lines were used to assess the levels of G9a using immunoblotting.
- UNC0642 was purchased from Sigma Aldrich. The panel of human melanoma cell lines, derived from cutaneous melanomas, is shown in Table 1 and the cells have all been previously described. Cells were maintained in Roswell Park Memorial Institute (RPMI) 1640 supplemented with 10% fetal bovine serum (FBS), 100 U/mL penicillin, and 100 pg/mL streptomycin in a humidified atmosphere of 5% C02 at 37°C.
- RPMI Roswell Park Memorial Institute
- FBS fetal bovine serum
- penicillin 100 U/mL penicillin
- streptomycin 100 pg/mL
- Retroviral constructs expressing short hairpin RNA to G9a (shG9a) or a nonsilencing control (shNS) were used as previously described (Casciello et a/. (2017) Proc Natl Acad Sci U S A 114, 7077-7082).
- pBABE-puro mCherry-EGFP-LC3B was obtained from Addgene (plasmid #22418) (N'Diaye et a/. (2009) EMBO reports 10, 173- 179).
- the viral supernatants were prepared by co-transfecting the constructs with pUMVC3 and pVSV-G into HEK293T cells using Superfect transfection reagent (Qiagen) .
- the supernatants were harvested and used to infect cells in medium, which contained 8 pg/ml polybrene. Cell medium was replaced and fresh growth medium was added after 24 h. Cells were harvested 72 h later or selected using 1 pg/ml of Puromycin sulfate.
- protein whole cell lysates were prepared using RIPA lysis buffer containing 20 mM Tris, pH 8.0, 150 mM NaCI, 10% glycerol, 1% Nonidet P-40 containing protease inhibitor cocktail (Roche). Nuclear extracts were obtained using a standard high salt extraction buffer (20 mM HEPES (pH 7.9), 0.32 M NaCI, 1 mM EDTA, and 1 mM EGTA) supplemented with ImM DTT and protease inhibitor cocktail. Protein assays were performed according to the Bradford method using a protein assay kit (BioRad).
- Immunoblotting was performed with primary anti G9a (#3306, Cell Signalling), H3K9me2 (ab 1220, Abeam), H3 (abl791, Abeam) or Tubulin (ab6046, Abeam) and detected with either HRP-conjugated anti-rabbit (#7074, Cell Signaling Technology) or HRP-conjugated anti-mouse (#7076, Cell Signaling Technology).
- HRP-conjugated anti-rabbit #7074, Cell Signaling Technology
- HRP-conjugated anti-mouse #7076, Cell Signaling Technology
- LC3B II protein levels dramatically increased in D05 and C008 cell lines following G9a inhibitor treatment.
- the G9a protein level was transiently reduced using short hairpin-mediated knock down in 2 cutaneous/occult melanoma cell lines (C092 triple wt and D05 BRAF mt) and compared to cells with the methyltransferase activity inhibited using UNC0642. Consistently, LC3B II level increased following G9a knock down in D05 cell line, but not in C092 cell line ( Figure 7) .
- Immunoblotting analysis was performed as described above, but also utilizing an anti-LC3B primary antibody (ab48394, Abeam).
- Retroviral transduction was performed as described above.
- Stable cells expressing EGFP-LC3B construct were treated with DMSO, UNC0642 at 5 mM or 20 nM Bafilomycin A1 (Sigma Aldrich) for 8 hours. Images were taken with an EVOS FL auto fluorescent microscope (Invitrogen) and quantitated using ImageJ software.
- MAP1LC3B gene was altered to various degrees in all the cell lines upon UNC0642 treatment ( Figure 8) .
- the induction of MAPI LC3B expression following UNC0642 was minimal, with no statistically significant difference compared to that of vehicle treatment in the less sensitive cells (C006 and C092) ( Figure 8).
- Two other important autophagy related genes, BECLIN1 and BNIP3L were also assessed and showed similar significant increases in expression upon UNC0642 treatment.
- MAP1LC3B promoter Changes in histone H3K9 dimethylation (H3K9me2) and acetylation (FI3K9Ac), as well as the recruitment of RNA Pol II, were compared between vehicle or UNC0642 treated cells ( Figure 9) . Consistent with the increase in gene expression observed in Figure 8, there was a greater than 4-fold reduction in H3K9me2 concomitant with an increase in RNA Pol II recruitment at the MAP1LC3B promoter following UNC0642 treatment. No change in H3K9me2, or the recruitment of RNA Pol II to the irrelevant region (5 kb upstream of the MAP1LC3B promoter) was observed suggesting a specific regulation of MAP1LC3B by G9a. Together, these results demonstrate that G9a inhibition elicits accumulation of LC3B II in melanoma cell lines by blocking autophagic flux as well as inducing its gene expression via directly demethylating FI3K9 in the promoter region.
- mice Groups of 8 SCID mice per treatment group were used for xenograft studies to ensure adequate power to detect biological differences. All experiments were approved by the QIM R Berghofer Medical Research Institute Animal Ethics Committee. D20 melanoma cells (2 x 106) were mixed 1 : 1 ratio with Growth factor-reduced Matrigel (BD Biosciences) and injected subcutaneously into the flank of 6-8 week old mice in 100 pL volume (day 0) and treatments, either DMSO or UNC0642 at 5 mg/kg were administered as indicated in the figure legends. Tumor volumes (width2 x length/2) were measured using a digital calliper, and presented as mean ⁇ SD. All animals were sacrificed at the same time and the tumors were dissected for further analysis.
- D20 melanoma cells (2 x 106) were mixed 1 : 1 ratio with Growth factor-reduced Matrigel (BD Biosciences) and injected subcutaneously into the flank of 6-8 week old mice in 100 pL volume (day 0)
- Tumor sections were fixed in 4% paraformaldehyde.
- the antibodies used were rabbit monoclonal antibody for G9a (Cell Signaling Technology, 3306S) at 1 : 300 dilution and goat polyclonal antibody for MAP1LC3B (Santa Cruz Biotechnology, SC- 16756) at 1 : 300 dilution.
- the universal secondary protocol and the DAB were used to detect and amplify the signal.
- Aperio ImageScope software was used for imaging and quantitation of 5 non-overlapping tumor regions and evaluating the number of positive pixels per unit area in each region. Empty areas were manually excluded from quantification.
- the melanoma cases in the TCGA dataset were allocated to one of four quartiles based on the expression of EHMT (G9a) and/or MAP1LC3B and the survival of these patients were compared. Overall survival and the relapse-free survival of melanoma patients between tumors with the lowest expression (bottom 25%, quartile 1) were compared to the rest of the tumors. Survival curves were constructed using GraphPad Prism (GraphPad Software), and the log-rank (Mantel-Cox) Test was used for statistical comparisons of survival curves.
- LC3B As a marker of response to immunotherapy in melanoma in-silico analysis of gene expression data (transcriptome and RNA-seq) where RNA was isolated from tumors from metastatic melanoma patients prior to anti-PD-1 therapies (pembrolizumab and nivolumab) (Hugo et al. (2016) Cell 165, 35-44) was performed ( Figure 12A) .
- a Kaplan Meyer survival curve was generated using the expression of MAP1LC3B.
- TMA tissue microarray
- NR non-responder
- LC3B staining intensity showed similar trends but did not reach statistical significance for stratification of recorded endpoints ( Figure 14B) .
- Univariate and multivariate analyses were carried out for LC3B and all other variates available in the cohort which included age ( > 65 vs ⁇ 65), sex (female vs male), stage (M lc vs others), LDH (pos.
- %LC3B+ cells (>18.5% vs ⁇ 18.5%) 0.1166 (0.0151-0.9040) 0.0407 0.056
- %LC3B+ cells >18.5% vs ⁇ 18.5%
- 0.2836 0.0941-0.8547
- 0.0259 0.0174 LC3B intensity (>753.31 vs ⁇ 753.31) 0.4773 (0.1724-1.3213) 0.1567 0.0399
- Age > 65 vs ⁇ 65
- 0.6682 (0.2718-1.6428) 0.3822 0.2375
- the utility of G9a and LC3B as markers of response to checkpoint inhibitor therapy was then assessed using less invasive liquid biopsy (/.e. peripheral blood) samples from stage IV metastatic melanoma patients.
- circulating tumor cells (CTCs) from patient blood samples were isolated and the level of G9a and LC3B was examined using a diagnostically-relevant IHC staining method .
- the levels of G9a and LC3B were assessed in CTCs isolated from stage IV metastatic melanoma patients treated with anti-PD- 1 therapy (Nivolumab).
- CTC collections in all cases were from metastatic melanoma patients who had already commenced anti-CTLA4 (two cycles of monotherapy; Ipilimumab) followed by anti- PD- 1 therapy (one cycle; Nivolumab) for at least 3 months.
- Immunofluorescence microscopy was performed on these cells for the expression of ABCB5 to confirm their melanoma-derived CTC status.
- ABCB5 protein was expressed by CTCs isolated from all patient samples (data not shown) .
- Analysis of G9a and LC3B protein expression on these CTCs showed a higher ratio of LC3B to G9a was statistically significantly associated with CR to anti-PD-1 therapy (P ⁇ 0.0001; Figure 15B) .
- G9a and LC3B have been identified as prognostic markers in which a patient group with lower G9a and higher LC3B protein levels responded better to checkpoint inhibitor therapy. Patients with lower G9a expression and high levels of MAP1LC3B transcript associated with better survival. Perhaps more importantly, the fact that MAP1LC3B gene expression in metastatic melanoma patients prior to anti-PD- 1 therapy predicted survival not only emphasizes the value of MAP1LC3B gene expression as a predictive marker of anti-PD- 1 response, but also the therapeutic potential of modulating MAP1LC3B expression by targeting G9a.
- G9a inhibitors can be used as an adj uvant to checkpoint inhibitor therapy either potentiating the efficacy or extending the proportion of patients responding to this treatment. This is effected, at least in part, by reducing or eliminating repression of MAP1LC3B expression by G9a. G9a inhibitors can reduce histone H3K9 methylation, thereby initiating re-expression of MAP1LC3B and increasing autophagy and better response to checkpoint inhibitor blockade ( Figure 16) .
- TMA tissue microarray
- melanoma tumor biopsies from 49 melanoma patients, collected prior to anti-PD-1 based immunotherapy (either pembrolizumab or nivolumab, with or without ipilimumab) and categorised as responders or non-responders, as previously described (Gide et al. Cancer Cell, 2019. 35(2) : p. 238-255. e6), was stained with antibodies against G9a (abeam #ab40542 1 : 8000 dilution) and LC3B (Cell signalling #3868 1 : 14000 dilution) .
- G9a abeam #ab40542 1 : 8000 dilution
- LC3B Cell signalling #3868 1 : 14000 dilution
- All multiplex tyramide labelling was performed using the Perkin Elmer Opal seven color tyramide kit (PerkinElmer #NEL797B1001KT) using the cyclic staining method. Briefly, the slide containing the TMA was dewaxed in xylene and rehydrated in water. Endogenous peroxidase was quenched and antigen retrieval was done in the microwave. Nonspecific antibody binding was blocked prior to application of the primary antibody. HRP conjugated secondary antibodies were used for primary antibody detection and signals developed with Opal tyramide. The TMA was then microwave treated to strip the
- the TMA was counterstained with DAPI and mounted with Dako Fluorescence Mounting Medium (Dako #S3023) .
- the TMA slide was scanned using the Vectra 3.0 spectral imaging system (PerkinElmer) using the fluorescence protocol at 10 nm L from 420 nm to 720 nm, to extract fluorescent intensity information.
- Cell segmentation was also carried out using the InForm 4.2.1 image analysis software (PerkinElmer) and was further analysed using the FCS express 6 software (De Novo software) to determine the number and intensity of expressing cells in each individual patient sample.
- ROC Characteristic
- Circulating tumor cells were isolated as reported previously
- LymphoprepTM density gradient medium (Stemcell Technologies #07861).
- CTCs were permeabilised by incubating with 1% Triton X-100 for 20 min and were probed with rabbit anti LC3B, mouse anti G9a and goat anti ABCB5 and visualized with a donkey antirabbit Alexa Fluor 488 (Life Technologies #A21206), anti-mouse 568 (Life Technologies #A10042) and anti-goat 633 (Life Technologies #A21082).
- Cover slips were mounted on glass microscope slides with ProLong Diamond Anti-fade reagent (Life Technologies #P36965).
- Protein targets were localised by confocal laser scanning microscopy. Single 0.5 pm sections were obtained using a Leica DMI8 microscope using 100 X oil immersion lens running LAX software. The final image was obtained by averaging four sequential images of the same section. The final image was obtained by averaging four sequential images of the same section. Digital images were analysed using ImageJ software to determine either the Total Nuclear Fluorescent Intensity (TNFI), the Total Cytoplasmic Fluorescent Intensity (TCFI) or total Fluorescent Intensity (TFI) .
- TNFI Total Nuclear Fluorescent Intensity
- TCFI Total Cytoplasmic Fluorescent Intensity
- TFI Total Fluorescent Intensity
- TFI Total Fluorescent Intensity
- TFI Total Cytoplasmic Fluorescent Intensity
- TFI total Fluorescent Intensity
- TILs Tumor infiltrating lymphocytes
- G9a inhibition resulted in down-regulation of both PD-L1 and PD- 1 in CD8+ T cells. This is an important finding as the intratumour CD8+ T cell PD- 1 expression dictates response to antiPD-1 therapy (Ngiow SF, et ai (2015) Cancer research 75(18) : 3800-3811).
- mice were purchased from the ARC Animal Resources Centre and used between the ages of 6 and 16 weeks. Groups of 3 to 8 mice per experiment were used for experimental assays, to ensure adequate power to detect biological differences. All experiments were approved by the QIMR Berghofer Medical Research Institute Animal Ethics Committee. Tumor cell lines
- Purified anti-mouse CD40 mAb (FGK4.5; 100 mg, unless indicated otherwise), PD1 mAb (RM P1-14; 250 mg), CD73 (TY/23; 250 mg) and control Ig (2A3; 250 mg; clg) were purchased from BioXCell (West Lebanon) . All antibodies and reagents were used at the dose as indicated (intraperitoneally), and tumor tissues were harvested 48 to 72 hours (unless otherwise indicated) after therapy for flow cytometry analysis.
- AT3 tumor growth was measured using a digital caliper, and tumor volumes were presented as mean ⁇ SEM .
- mice bearing established AT3 tumor days 14-19 were treated with the indicated antibodies or reagents and immune cells were isolated 48 to 72 hours post treatment.
- Tumors tissues were harvested from mice that had been treated with mAb or otherwise and processed for flow cytometry analysis.
- TIL tumor-filtrating leukocytes
- eFluor780 anti-CD45.2 104; eBioscience
- eFluor450 or Brilliant Violet 605 anti-CD4 RM4-5; eBioscience and Biolegend
- PE-Cy7 or Brilliant Violet 421 anti-CD8a 53-6.7; eBioscience and Biolegend
- FITC or PE anti-TCRb FI57-597;
- IFNg/TNF or IL12p40 For intracellular staining of IFNg/TNF or IL12p40, cells were stimulated in vitro with 50 ng/mL PMA (Sigma Aldrich) and 1 mg/mL ionomycin (Sigma Aldrich), or 100 ng/mL LPS, respectively in the presence of GolgiPlug (BD Biosciences) for 4 hours, and then surface stained as aforementioned.
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Abstract
Description
Claims
Priority Applications (7)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| KR1020217010250A KR20210057762A (en) | 2018-09-06 | 2019-09-06 | Biomarkers for cancer therapy |
| AU2019333926A AU2019333926A1 (en) | 2018-09-06 | 2019-09-06 | Biomarkers for cancer therapy |
| CN201980073086.1A CN113039290A (en) | 2018-09-06 | 2019-09-06 | Biomarkers for cancer treatment |
| EP19858512.7A EP3847282A4 (en) | 2018-09-06 | 2019-09-06 | BIOMARKERS FOR CANCER THERAPY |
| CA3111802A CA3111802A1 (en) | 2018-09-06 | 2019-09-06 | Biomarkers for cancer therapy |
| US17/274,126 US20210340629A1 (en) | 2018-09-06 | 2019-09-06 | Biomarkers for cancer therapy |
| AU2026200374A AU2026200374A1 (en) | 2018-09-06 | 2026-01-19 | Biomarkers for cancer therapy |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| AU2018903318 | 2018-09-06 | ||
| AU2018903318A AU2018903318A0 (en) | 2018-09-06 | Biomarkers for cancer therapy |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| WO2020047604A1 true WO2020047604A1 (en) | 2020-03-12 |
Family
ID=69721443
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/AU2019/050953 Ceased WO2020047604A1 (en) | 2018-09-06 | 2019-09-06 | Biomarkers for cancer therapy |
Country Status (7)
| Country | Link |
|---|---|
| US (1) | US20210340629A1 (en) |
| EP (1) | EP3847282A4 (en) |
| KR (1) | KR20210057762A (en) |
| CN (1) | CN113039290A (en) |
| AU (2) | AU2019333926A1 (en) |
| CA (1) | CA3111802A1 (en) |
| WO (1) | WO2020047604A1 (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2022058427A1 (en) * | 2020-09-16 | 2022-03-24 | Novigenix Sa | Biomarkers for immune checkpoint inhibitors treatment |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN118373805B (en) * | 2024-03-06 | 2026-03-06 | 中山大学 | A small molecule inhibitor of NSD2, its preparation method and application |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2010065940A1 (en) * | 2008-12-04 | 2010-06-10 | The Regents Of The University Of California | Materials and methods for determining diagnosis and prognosis of prostate cancer |
| WO2012174282A2 (en) * | 2011-06-16 | 2012-12-20 | Caris Life Sciences Luxembourg Holdings, S.A.R.L. | Biomarker compositions and methods |
| WO2013122609A1 (en) * | 2012-02-17 | 2013-08-22 | Genentech, Inc. | Methods of using cdk8 antagonists |
Family Cites Families (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP2311985A1 (en) * | 2005-07-27 | 2011-04-20 | Oncotherapy Science, Inc. | Sirna for treating esophageal cancer |
| WO2007072225A2 (en) * | 2005-12-01 | 2007-06-28 | Medical Prognosis Institute | Methods and devices for identifying biomarkers of treatment response and use thereof to predict treatment efficacy |
| AU2010319322A1 (en) * | 2009-11-13 | 2012-05-31 | Infinity Pharmaceuticals, Inc. | Compositions, kits, and methods for identification, assessment, prevention, and therapy of cancer |
| US9777332B2 (en) * | 2011-03-31 | 2017-10-03 | St. Jude Children's Research Hospital | Methods and compositions for identifying minimal residual disease in acute lymphoblastic leukemia |
| CA2850570A1 (en) * | 2011-09-30 | 2013-04-04 | Glaxosmithkline Llc | Methods of treating cancer |
| AU2017343779A1 (en) * | 2016-10-13 | 2019-04-04 | Dana-Farber Cancer Institute, Inc. | Compositions and methods for predicting response and resistance to CTLA4 blockade in melanoma using a gene expression signature |
-
2019
- 2019-09-06 EP EP19858512.7A patent/EP3847282A4/en active Pending
- 2019-09-06 CA CA3111802A patent/CA3111802A1/en active Pending
- 2019-09-06 US US17/274,126 patent/US20210340629A1/en active Pending
- 2019-09-06 CN CN201980073086.1A patent/CN113039290A/en active Pending
- 2019-09-06 AU AU2019333926A patent/AU2019333926A1/en not_active Abandoned
- 2019-09-06 KR KR1020217010250A patent/KR20210057762A/en active Pending
- 2019-09-06 WO PCT/AU2019/050953 patent/WO2020047604A1/en not_active Ceased
-
2026
- 2026-01-19 AU AU2026200374A patent/AU2026200374A1/en active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2010065940A1 (en) * | 2008-12-04 | 2010-06-10 | The Regents Of The University Of California | Materials and methods for determining diagnosis and prognosis of prostate cancer |
| WO2012174282A2 (en) * | 2011-06-16 | 2012-12-20 | Caris Life Sciences Luxembourg Holdings, S.A.R.L. | Biomarker compositions and methods |
| WO2013122609A1 (en) * | 2012-02-17 | 2013-08-22 | Genentech, Inc. | Methods of using cdk8 antagonists |
Non-Patent Citations (6)
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2022058427A1 (en) * | 2020-09-16 | 2022-03-24 | Novigenix Sa | Biomarkers for immune checkpoint inhibitors treatment |
Also Published As
| Publication number | Publication date |
|---|---|
| KR20210057762A (en) | 2021-05-21 |
| US20210340629A1 (en) | 2021-11-04 |
| EP3847282A4 (en) | 2022-06-01 |
| EP3847282A1 (en) | 2021-07-14 |
| AU2026200374A1 (en) | 2026-02-12 |
| CA3111802A1 (en) | 2020-03-12 |
| AU2019333926A1 (en) | 2021-04-29 |
| CN113039290A (en) | 2021-06-25 |
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