EP3661413A1 - Biomarker in zusammenhang mit morbus parkinson - Google Patents
Biomarker in zusammenhang mit morbus parkinsonInfo
- Publication number
- EP3661413A1 EP3661413A1 EP18841656.4A EP18841656A EP3661413A1 EP 3661413 A1 EP3661413 A1 EP 3661413A1 EP 18841656 A EP18841656 A EP 18841656A EP 3661413 A1 EP3661413 A1 EP 3661413A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- paf
- parkinson
- disease
- individual
- protein
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Withdrawn
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Classifications
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- G—PHYSICS
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- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- 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
- G01N33/68—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving proteins, peptides or amino acids
- G01N33/6893—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving proteins, peptides or amino acids related to diseases not provided for elsewhere
- G01N33/6896—Neurological disorders, e.g. Alzheimer's disease
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- C—CHEMISTRY; METALLURGY
- C07—ORGANIC CHEMISTRY
- C07K—PEPTIDES
- C07K14/00—Peptides having more than 20 amino acids; Gastrins; Somatostatins; Melanotropins; Derivatives thereof
- C07K14/435—Peptides having more than 20 amino acids; Gastrins; Somatostatins; Melanotropins; Derivatives thereof from animals; from humans
- C07K14/46—Peptides having more than 20 amino acids; Gastrins; Somatostatins; Melanotropins; Derivatives thereof from animals; from humans from vertebrates
- C07K14/47—Peptides having more than 20 amino acids; Gastrins; Somatostatins; Melanotropins; Derivatives thereof from animals; from humans from vertebrates from mammals
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61K—PREPARATIONS FOR MEDICAL, DENTAL OR TOILETRY PURPOSES
- A61K38/00—Medicinal preparations containing peptides
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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
- G01N2800/28—Neurological disorders
- G01N2800/2835—Movement disorders, e.g. Parkinson, Huntington, Tourette
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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
- G01N2800/50—Determining the risk of developing a disease
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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
- the technical field of this invention relates to medicine and cell biology of the human body.
- Various embodiments relate to methods and compositions involving biomarkers for the diagnosis, treatment, and prevention of Parkinson's disease.
- the present invention is further directed to biomarkers of Parkinson's disease and to the use of these compounds in identifying a subject suspected of having or being susceptible to Parkinson's disease.
- the present invention is further directed to associated kits, peptides, binding members and uses thereof.
- PAFs Parkinson Associated Factors
- the present invention provides novel polypeptide biomarkers designated Parkinson Associated Factor (PAFs).
- PAFs Parkinson Associated Factor
- Various embodiments relate generally to methods and compositions involving PAF-1, PAF-2, PAF-3, PAF-4 that comprise one or more polypeptides having an ammo acid sequence comprising 12 amino acid residues set for in SEQ ID OS: 1-4.
- Various embodiments relate generally to methods and compositions involving a precursor PAF that comprises a carboxy -terminal CaaX motive having an amino acid sequence set for as CTIA or CVIA.
- Various embodiments relate generally to methods and compositions involving a PAF that comprises a prenylation, such as farnesylation or geranylgeranylation of the C -terminal cysteine residue.
- a PAF comprises farnesylation of the C -terminal cysteine residue.
- Parkinson's disease are disclosed.
- Uses of compounds of the present invention in combination with clinical diagnostics and/or radiographic medical imaging to treat, ameliorate, diagnose, stage, or prevent Parkinson's disease are disclosed.
- methods of assessing a Parkinson's disease status in an individual comprise the steps of obtaining a sampie from the individual; obtaining a biomarker level comprising Parkinson Associated Factor (PAF) in the sample; comparing the biomarker level from the individual to a reference biomarker level corresponding to a known Parkinson's disease status; and categorizing the individual as having the known Parkinson's disease status if the
- biomarker level information of the individual does not differ significantly from the reference biomarker level information.
- Various aspects of these methods are recited below, contemplated as distinct or in combination.
- Methods are also contemplated to include methods wherein obtaining a biological sample comprises a biological sample collection tool such as collecting from the individual an undershirt or other clothing item that has been worn, by the individual.
- a biological sample collection tool such as collecting from the individual an undershirt or other clothing item that has been worn, by the individual.
- biomarker information also includes Parkinson disease risk factor information for the individual, such as, e.g., age, family history, genetic forms, and the like.
- Methods are also contemplated to comprise transmitting a report of results of an assay that uses on or more PAFs as a diagnostic and/or prognostic marker to a health practitioner or other desirable entity.
- the report recommends that a treatment for Parkinson's disease be implemented or considered.
- the individual undergoes a Parkinson's disease treatment.
- the report recommends undergoing an assay or a clinical evaluation for diseases associated with increased risk in individuals with Parkinson's disease, such as, e.g., melanoma, seborrheic dermatitis, neurogenic orthostatic hypotension, pseudobulbar affect, and the like.
- the individual undergoes an assay or a clinical evaluation for diseases associated with increased risk in individuals with Parkinson's disease.
- the report recommends administering an anti-Parkinson's disease composition.
- an anti-Parkinson's disease composition is administered to the individual.
- the report recommends continued monitoring of Parkinson's disease status.
- the obtaining of a biomarker levei comprises contacting a fraction of the biological sample to a binding member, such as an antibody or set of antibodies, wherein the antibody or antibodies comprises an antibody or antibodies specific to a PAF.
- the obtaining PAF level comprises subjecting a fraction of the biological sample to a mass spectrometric analysis.
- the obtaining PAF level comprises subjecting a fraction of the biological sample to a gas chromatographic analysis.
- at least one of the comparing and the categorizing is performed on a computer configured to analyze reference biomarker information.
- Biomarker levels disclosed herein distinguish samples having a chromatographic reference compound (CRC) signal not only from samples from healthy individuals but also from samples from individuals having other types of neurodegenerative disorders or diseases.
- Examples of other types of neurodegenerative disorders or disease include l-methyl-4- phenyl-1 , 2,3, 6-tetrahydropyri dine (MPTP), rotenone, manganese, and armonacin exposure induced neurotoxicities.
- Parkinson's disease treatment regimens are contemplated herein and are known to one of skill in the art, such as pharmacological intervention, e.g., Levodopa therapy; administration of a biologic therapeutic agent, e.g., embryonic stem ceils; and surgical intervention, e.g., deep brain stimulation (DBS).
- pharmacological intervention e.g., Levodopa therapy
- administration of a biologic therapeutic agent e.g., embryonic stem ceils
- surgical intervention e.g., deep brain stimulation (DBS).
- DBS deep brain stimulation
- ex vivo methods of monitoring efficacy of a Parkinson's disease treatment in an individual comprise the steps of obtaining a first sample comprising a biological substance from the individual at a first time point; obtaining a second sample comprising biological substance from the same individual receiving a Parkinson's disease treatment at a second time point; obtaining a first biomarker level comprising PAF levels in the first sample and a second biomarker level comprising PAF levels in the second sample; wherein a change in biomarker levels indicates efficacy of the Parkinson's disease treatment.
- Methods are contemplated to include obtaining a sample that comprises drawing blood from a vein or artery of the individual, cerebrospinal fluid from a spinal tap of an individual, and gaseous constituents of a closed space over skin of an individual.
- the Parkinson's disease treatment or treatment regimen comprises
- the Parkinson's disease treatment or treatment regimen comprises administration of an antifungal agent.
- Methods are also contemplated to include methods comprising comparing the first biomarker level and the second biomarker level to at least one biomarker level of a healthy reference, wherein the second biomarker level being more similar to the biomarker level of the healthy reference indicates efficacy of the Parkinson's disease treatment.
- methods comprise the first biomarker level and the biomarker level to at least one biomarker level of a healthy reference, wherein the first biomarker level being more similar to the biomarker level of the Parkinson's disease reference indicates efficacy of the Parkinson's disease treatment.
- methods comprise changing the Parkinson's disease treatment or treatment regimen if no efficacy is indicated.
- methods comprise repeating Parkinson's disease treatment or the treatment regimen if no efficacy is indicated.
- methods comprise continuing the Parkinson's disease treatment or treatment regimen if no efficacy is indicated.
- methods comprise discontinuing the Parkinson's disease treatment or treatment regimen if efficacy is indicated.
- Also provided herein is a biomarker indicative of a Parkinson's disease status of an individual in need thereof.
- Also contemplated herein is a biomarker for use in assessing a Parkinson's disease status according to any of the above methods or monitoring efficacy of a Parkinson's disease treatment according to any of the above methods.
- kits comprising an antibody or set of antibodies that identifies PAF.
- kits are contemplated to comprise an antibody that binds to a control protein.
- kits comprise an antibody or antibodies to PAF and another non-PAF antigen.
- the antibody kit comprises antibodies that identify other biomarkers of disease.
- kits comprise instructions functionally related to use of the kit to assess a Parkinson's disease status of an individual in need thereof.
- kits for use in assessing a Parkinson's disease status according to any of the above methods or monitoring efficacy of a Parkinson's disease treatment according to any of the abo v e methods are kits for use in assessing a Parkinson's disease status according to any of the above methods or monitoring efficacy of a Parkinson's disease treatment according to any of the abo v e methods .
- Some such computer systems comprise a memory unit for receiving data comprising measurement of a biomarker comprising PAF from a biological sample comprising gaseous constituents of a closed space above skin of an individual, computer-executable instructions for assessing a Parkinson's disease risk associated with the meas urement of the biomarker, an output unit for delivering a report assessing the Parkinson's disease risk associated with the measurement of the biomarker.
- the memory unit is configured for receiving data comprising measurement of a second biomarker.
- the data comprising measurement of a biomarker comprises an immunohistochemical analysis result such as enzyme-linked immune-sorbent assay (ELISA) data.
- the data comprising measurement of a biomarker comprises mass spectrometry data.
- assessing a Parkinson's disease risk comprises comparing the data to a reference biomarker data associated with a known Parkinson's disease status.
- the individual is assigned the known Parkinson's disease status when the data does not differ significantly from the reference biomarker data.
- the reference biomarker data indicates presence of Parkinson ' s disease.
- the reference biomarker indicates absence of Parkinson's disease.
- assessing a Parkinson's disease risk is performed on a computer configured to analyze reference biomarker information.
- the memory unit comprises at least one reference biomarker information set corresponding to a known Parkinson's disease status.
- the at least one reference biomarker information set comprises a machine learning model.
- the report recommends that a treatment be performed.
- the report recommends an independent intervention.
- the report recommends undergoing an independent assay or clinical evaluation.
- the report recommends undergoing a melanoma cancer screening assay.
- the report recommends undergoing a seborrheic dermatitis screening assay.
- the report recommends undergoing an odor identification screening assay.
- the report recommends administering an anti-Parkinson's disease composition.
- the report includes a recommendation of continued surveillance of health status of the individual .
- Computer systems herein are also contemplated wherein at least one parameter of the individual's reference biomarker information differs significantly from a corresponding value from the reference biomarker information set, and wherein the individual's reference biomarker information does not differ significantly from the reference biomarker information set.
- the memory unit is configured to receive Parkinson's disease risk factor information from the individual.
- the computer-executable instructions factor in one or more risk factors (e.g., age, family history) of the individual when assessing the Parkinson's disease risk associated with the measurement of the biomarker.
- Biomarker accumulation levels are measured in a number of ways in various embodiments, for example through an ELISA assay, through mass spectroscopy analysis or through alternate approaches to protein accumulation level quantification.
- Mass spectrometric techniques typically utilized in biomarker based clinical diagnosis, such as gas chromatography -mass spectrometry (GC-MS), liquid chromatography -mass spectrometry (LC-MS), ambient ionization mass spectrometry (also referred to as
- ambient mass spectrometry electrospray ionization ESI MS, tandem MS (MS/MS) and matrix-assisted laser desorption ionization/'time-of-flight mass spectrometry
- MALDI- TOF/MS matrix-assisted laser desorption ionization/'time-of-flight mass spectrometry
- Biomarker accumulation levels are compared to a positive control or negative control standard, or to a model of Parkinson's disease accumulation levels or of healthy accumulation levels, such that a prediction is made regarding an assayed health status of an individual in need thereof.
- a biomarker assay result is accompanied by a recommendation regarding an intervention or an alternate verification of the biomarker assay results.
- the invention also provides methods of identifying at least one biomarker PAF protein in a patient for diagnosing a patient with Parkinson's disease or a patient at risk for developing Parkinson's disease comprising the steps of, obtaining a biological sample from the patient; measuring the level of PAF protein in the sample; and optionally comparing the level of PAF protein from the patient to a control sample obtained from an individual whose Parkinson's disease status is known.
- the at least one biomarker P AF protein is selected from SEQ ID NOS: 1-4, optionally wherein the terminal cysteine of any one of SEQ ID NOS: 1-4 is independently a C-terminal geranylgeranylcysteine comprising an attached carboxymethvl group or a C-terminal famesylcysteine comprising an attached carboxymethvl group.
- measuring the level of PAF protein comprises determining the amount of biomarker PAF protein in the biological sample using mass spectrometry- (MS) or immunoassay analysis or both.
- the MS analysis comprises matrix assister laser ⁇ / ⁇
- the immunoassay analysis comprises an enzyme-linked immunosorbent assay (ELISA).
- the invention also provides methods of detecting the presence or absence of at least one biomarker PAF protein selected from PAF-l , PAF-2, PAF-3 or PAF-4 in a patient comprising, assaying a biological sample obtained from the patient for the presence or absence of PAF-l, PAF-2, PAF-3 or PAF-4.
- assaying the biological sample comprises contacting the biological sample with antibodies specific for PAF-l, PAF-2, PAF-3 or PAF-4, and detecting the presence or absence of antibodies bound to PAF-l, PAF-2, PAF-3 or P AF-4.
- assaying the biological sample comprises using mass spectroscopy (MS) to detect the presence or absence of PAF-l, PAF-2, PAF-3 or PAF-4 in the biological sample.
- MS mass spectroscopy
- biomarkers and assays useful for the diagnosis and/or treatment of at least one of Parkinson's disease.
- kits comprising a computer readable medium, and instructions for use thereof.
- the present invention may comprise, consist of, or consist essentially of the essential elements and limitations of the invention described herein, as well any of the additional or optional ingredients, components, or limitations described herein.
- compositions and methods means that other steps and other ingredients that do not affect the end result can be added.
- comprising encompasses the terms “consisting of and “consisting essentially of.
- methods/processes of the present invention can comprise, consist of, and consist essentially of the essential elements and limitations of the invention described herein, as well as any of the additional or optional ingredients, components, steps, or limitations described herein.
- “combination” or “combined” within the meaning of the present invention may include, without being limited, fixed and non-fixed (e.g. free) forms (including kits) and uses, such as e.g. the simultaneous, sequential or separate use of the steps, components, or compositions.
- the term "effective" means an amount of a substance high enough to provide useful (e.g., medically actionable) information or to provide a significant positive modification of a condition to be treated or protected from.
- the term '"effective amount" is an amount sufficient to effect beneficial or desired results.
- An effective amount can be measured in one or more measurements or administered in one or more
- an "effective amount” is that amount sufficient to ameliorate, stabilize, reverse, slow or delay progression of the target infection or disease states.
- An effective amount of the substance will vary with the particular condition being treated or detected, the seventy of the condition, the duration of treatment, the nature of concurrent treatment, and like factors.
- the term "efficacy” means the degree to which an amount of a substance is effective.
- the terms “treat”, “treating, “ameliorate” and “ameliorating” are used interchangeably herein with respect to Parkinson's disease, and mean to improve, reduce, mitigate, prevent (e.g., prophylaxis), reverse (e.g., alleviate), control or manage the signs or symptoms associated with Parkinson's disease and further to making the subjective or objective measures of qualit ' or quantity of life better for patients at risk of or suffering from Parkinson's disease.
- differential level of a biomarker may include any increased or decreased level.
- differential level means a level that is decreased by: at least 5%; by at least 10%; by at least 20%; by at least 30%; by at least 40%; by at least 51%; by at least 60%; by at least 70%; by at least 80%; by at least 90%; by at least 100% (i.e., indicative of the absence of the biomarker molecule).
- differential level means a level that is increased by : at least 5%; by at least 10%; by at least 20%; by at least 30%; by at least 40%; by at least 51%; by at least 60%; by at least 70%; by at least 80%; by at least 90%; by at least 100%; by at least 110%; by at least 120%; by at least 130%; by at least 140%; by at least 150%; by at least 200%; or more.
- biological sample refers to any preparation from a cell, tissue, fluid (e.g., secretion), or volatile emission (e.g., breath) of a subject. Preparations include, without limitation, serum, plasma, cells of tissues, fluids, gases, and the like.
- a biological sample includes any substance obtained from the body of the subject, such as, without limitation, biological fluids such as urine, saliva, perspiration, and blood, including derivatives of blood, e.g. plasma, and serum, and biological gases such as breath.
- bodily substances include, without limitation, intravascular fluid, interstitial fluid, lymphatic fluid, transceliular fluid, radial artery puncture fluid, venipuncture fluid, amniotic fluid, aqueous humour, vitreous humour, bile, blood, blood serum, blood plasma, mammary gland secretions, cerebrospinal fluid, otis cerumen, chyle, chyme, gingival crevicular fluid, endolymph, perilymph, perspiration, feces, vaginal secretions, gastric secretions, nasal exudates, sinus exudates mucus, pericardial fluid, peritoneal fluid, pleural fluid, serous fluid, suppurative exudate, emesis, flatuence, mucopurulent discharge, rheum, saliva, sebum, semen, smegma, sputum, synovial fluid, lacrimal secretions, urine.
- a "skin sample” refers to
- a “biomarker” refers to a substance whose level of expression or presence in the bodily sample obtained from the subject experiencing or predisposed to experiencing an undesirable physiological state (e.g., Parkinson's disease) differs as compared to the biological sample obtained from a subject not experiencing or not predisposed to experiencing an undesirable physiological state (e.g., control or "healthy” subject).
- predisposed refers to the increased likelihood of the subject having Parkinson's disease when compared to the subject's physiological state in the absence of any indication of Parkinson's disease.
- invasive sampling refers to invasive methods for isolating a biological sample includes the use of needles, for example during blood sampling, as well as biopsies of various tissues (e.g., curettage), blistering, or photoporation collection techniques.
- non-invasive sampling refers to any procedure that does not require insertion of a device or instrument through a body orifice or skin for collecting a biological sample (e.g., for use in diagnosis or treatment of a subject in need thereof).
- baseline means information gathered at the beginning of a study from which variations found in the study are later measured.
- a baseline sample may be taken from a healthy or diseased subject.
- a reference measurement gathered at the beginning of a previous study or studies may also provide baseline information.
- polypeptide polypeptide fragment
- protein protein
- peptide are used interchangeably to refer to an optionally isolated polymer of amino acid residues composed of linearly arranged amino acids linked by peptide bonds.
- the polymer can be linear or branched, it may comprise modified ammo acids or amino acid analogs, and it may be interrupted by chemical moieties other than amino acids.
- the terms also encompass an amino acid polymer that has been modified naturally or by intervention; for example, disulfide bond formation, glycosyiation, lipidation, isoprenyiation, aeetylation, phosphorylation, or any other manipulation or modification, such as conjugation with a labeling or bioactive component.
- Proteins may comprise chains of amino acids linked by amide bonds between the carboxyl and amino groups of adjacent amino acids. Proteins are not limited to a minimum length unless otherwise defined.
- a peptide is a protein that typically contains between at least two amino acid residues to less than about 50 amino acids in length. Proteins may be produced biologically and isolated from the natural environment, produced synthetically (typically using naturally occurring ammo acids) (e.g.
- the polypeptide or protein is a "modified polypeptide" comprising non-naturally occurring amino acids.
- the polypeptides comprise a combination of naturally occurring and non-naturally occurring amino acids, and in some embodiments, the peptides comprise only non-naturally occurring ammo acids.
- the peptides or modified peptides further comprise co-transiationai and post- translational (e.g., C-terminal peptide cleavage) modifications, such as, for example, disulfide-bond formation, glycosyiation, aeetylation, phosphorylation, prenylation (e.g., famesylation, geranylgeranylation), lipidation, methylation, selenocystine modification, cysteinylation, sulphonation, glutathionylation, aeetylation, oxidation of methionine to methionine sulphoxide or methionine sulphone, proteolysis (e.g., metalloprotease cleavage), and the like.
- co-transiationai and post- translational modifications such as, for example, disulfide-bond formation, glycosyiation, aeetylation, phosphorylation, prenylation (e.g., fames
- geranylgeranylation refers to the attachment of a 20-carbon lipophilic geranylgeranyl isoprene unit to a cysteine amino acid residue located at the C-terminus of a protein.
- the geranyl-geranyl group is attached through a thioether bond to a cysteine residue.
- geranylgeranylcysteine (GG-Cys) refers to a cysteine amino acid residue with an attached geranylgeranyl group.
- Geranylgeranylation is a form of prenylation.
- farnesylation refers to the addition of a farnesyl group to peptides or proteins bearing a CaaX motif (i.e., a four-amino acid sequence at the carboxyl terminus of the peptide or protein).
- the farnesyl group is a 15-carbon isoprenoid lipid.
- Prenylation is a post-translational modification of proteins by which hydrophobic molecules, such as an isoprenyl group, are added to a protein or chemical compound.
- the polypeptide is altered or modified which includes alterations, such as deletions, additions, and substitutions (generally conservative in nature as would be known to a person in the art), to the native sequence, as long as the protein maintains the desired activity or property.
- modifications can be deliberate, as through site-directed mutagenesis (e.g., CRISPR/Cas9 editing), or can be accidental, such as through mutations of artificial hosts, such as genetically engineered bacteria, yeast or mammalian cells, that produce the proteins, or errors due to recombinant DNA methods (e.g., PCR amplification).
- a polypeptide of the present invention is fused to at least one heterologous polypeptide.
- the heterologous protein is an Fc polypeptide.
- the Fc polypeptide is attached via a linker sequence.
- V ariant or alternative forms of the biomarker include for example poly peptides encoded by any splice-variants of transcripts encoding the disclosed biomarkers.
- the modified forms, fragments, or their corresponding RNA or DN A may exhibit better discriminatory power in diagnosis than the full-length protein.
- Biomarkers contemplated herein also include truncated forms or polypeptide fragments of any of the proteins described herein.
- Truncated forms or poly peptide fragments of a protein can include C-terminally deleted or truncated forms and N-terminally deleted or truncated forms. Truncated forms or fragments of a protein can include fragments arising by any mechanism, such as, without limitation, by alternative translation, exo- and/or endo- proteolysis and/or degradation, for example, by chemical, physical, and/or enzymatic proteolysis.
- percent sequence identity refers to the degree (e.g., 50%, 60%, 70%, 80%, 90%, 95%, 98%, 99%, etc) to which two polymer sequences (e.g., peptide, polypeptide, nucleic acid, etc.) have the same sequential composition of monomer subunits. If two polymers have identical sequences (e.g., 100% sequence identity) they may be referred to herein as having sequence identity.
- percent sequence similarity refers to the degree (e.g., 50%, 60%, 70%, 80%, 90%, 95%, 98%, 99%», etc.) with which two polymer sequences (e.g., peptide, polypeptide, nucleic acid, etc.) have similar polymer sequences.
- similar amino acids are those that share the same biophysical characteristics or can be grouped according to conservative amino acid substitution propeities.
- a "conservative" amino acid substitution refers to the substitution of an amino acid in a polypeptide with another amino acid having similar properties, such as size or charge.
- a polypeptide comprising a conservative amino acid substitution maintains at least one activity of the unsubstituted polypeptide.
- a conservative amino acid substitution may encompass non-naturally occurring amino acid residues, which are typically incorporated by chemical peptide synthesis rather tha by synthesis in biological systems. These include, but are not limited to, peptidomimetics and other reversed or inverted forms of amino acid moieties.
- Naturally occurring residues may be divided into classes based on common side chain properties, for example: hydrophobic: methionine, alanine, valine, leucine, norleucine, and isoleucine; neutral hydrophilic: cysteine, serine, threonine, asparagme, and glutamine; acidic: aspartic acid and glutamic acid; basic: histidine, lysine, and arginine; residues that influence chain orientation: glycine and proline; and aromatic: tryptophan, tyrosine, and phenylalanine.
- hydrophobic methionine, alanine, valine, leucine, norleucine, and isoleucine
- neutral hydrophilic cysteine, serine, threonine, asparagme, and glutamine
- acidic aspartic acid and glutamic acid
- basic histidine, lysine, and arginine
- residues that influence chain orientation glycine and proline
- Non-conservative substitutions may involve the exchange of a member of one of these classes for a member from another class; whereas conservative substitutions may involve the exchange of a member of one of these classes for another member of that same class.
- sequence similarity is based on a calculation that comprises the steps of: (1) comparing two optimally aligned sequences over a window of comparison (e.g., the length of the longer sequence, the length of the shorter sequence, a specified window, etc.), (2) determining the number of positions containing identical (or similar) monomers (e.g., same amino acids occurs in both sequences, similar amino acid occurs in both sequences) to yield the number of matched positions, (3) dividing the number of matched positions by the total number of positions in the comparison window (e.g., the length of the longer sequence, the length of the shorter sequence,
- peptides EXAMPLE- 1 and EXAMPLE-2 are both 20 amino acids in length and have identical ammo acids at all but 1 position, then peptide EXAMPLE- 1 and peptide EXAMPLE-2 have 95% sequence identity. If the amino acids at the non-identical position shared the same biophysical characteristics (e.g., both were acidic), then peptide EXAMPLE- 1 and peptide EXAMPLE-2 would have 100% sequence similarity.
- peptide EXAMPLE-3 is 20 amino acids in length and peptide EXAMPLE-4 is 15 amino acids in length, and 14 out of 15 amino acids in peptide EXAMPLE-4 are identical to those of a portion of peptide EXAMPLE-3, then peptides EXAMPLE-3 and EXAMPLE-4 have 70% sequence identity, but peptide EXAMPLE-4 has 93.3% sequence identity to an optimal comparison window of peptide EXAMPLE-3.
- percent sequence identity or “percent sequence similarity ” herein, any gaps in aligned sequences are treated as mismatches at that position.
- isolated polypeptide or “purified polypeptide” as used herein, is intended to refer to a composition, isolatable from other components, wherein the polypeptide is purified to any degree relative to its naturally-obtainable state.
- a purified polypeptide therefore also refers to a polypeptide that is free from the environment in which it may naturally occur.
- purified will refer to a polypeptide composition that has been subjected to fractionation to remove various other components, and which composition substantially retains its expressed biological activity.
- substantially purified is used, this designation will refer to a peptide or polypeptide composition in which the polypeptide or peptide forms the major component of the composition, such as constituting about 50%, about 60%, about 70%, about 80%, about 90%, about 95% or more of the proteins in the composition.
- a peptide or polypeptide composition can be "of at least" a certain degree of purity if the polypeptide or peptide is at least about 5%, about 10%, about 20%, about 30%, about 40%, about 50%, about 60%, about 70%, about 80%, about 90%, about 95%, or about 99% or more pure on a weight-to- weight basis.
- Parkinson's disease status refers to the condition of an individual having the disease called Parkinson's disease (also called Parkinson disease).
- Parkinson's disease also called Parkinson disease.
- Parkinsoninson ' s disease refers to a chrome, progressive neurodegenerative disorder characterized by any combination of four cardinal signs of disease: bradykinesia, postural instability, resting tremor, and rigidity (e.g., cogwheel rigidity).
- Parkinson's disease include motor dysfunctions that include one or more of bradykinesia, rest tremor (such as pill-rolling tremor), rigidity (e.g., cogwheel rigidity), postural instability, gait difficult (e.g., shuffling gait), hypomimia (masked facies), hypokinetic dysarthria, hypophoria, palilalia, dysphagia, sialorrhea, decreased spontaneous eye blink rate, eyelid opening apraxia, hypometric saccades, impaired vestibuloocular reflex, impaired upward gaze and convergence, respiratory distress, micrographia, incontinence, restless legs syndrome, sleep apnea, dystonia, myoclonus, forward-flexed posture, camptocormia (bent spine syndrome), Pisa syndrome, kyphosis, scoliosis, psychomotor retardation, freezing (motor block), and festination.
- rest tremor such as pill-rolling tremor
- rigidity e.g
- Parkinson's disease patients may also suffer from cognitive and-'or sensory dysfunction or impairments that include one or more of the following non-limiting examples of dysfunction or impairments: subcortical dementia, Lewy body dementia, psychomotor retardation, memory difficult ⁇ ', learning and executive dysfunction (e.g., attention deficit disorder), language impairment, altered personality, impulse control dysfunction (e.g. obsessive behaviors), psychosis, hallucinations, delusions, depression, anxiety, social withdrawal, abulia, sleep
- dysfunction or impairments include one or more of the following non-limiting examples of dysfunction or impairments: subcortical dementia, Lewy body dementia, psychomotor retardation, memory difficult ⁇ ', learning and executive dysfunction (e.g., attention deficit disorder), language impairment, altered personality, impulse control dysfunction (e.g. obsessive behaviors), psychosis, hallucinations, delusions, depression, anxiety, social withdrawal, abulia, sleep
- disturbances e.g., insomnia
- fatigue nausea
- visual-spatial disturbances blurred vision
- visual contrast insensitivity vision loss
- autonomic dysfunction e.g., olfactory dysfunction (e.g., anosmia, reduced odor detection or discrimination)
- gastrointestinal dysfunction e.g., constipation
- sensory pam e.g., sensory disturbances
- dermatological dysfunction e.g., seborrhea
- seborrheic dermatitis e.g., dandruff;., and rhinorrhea.
- Parkinson's disease is a disease solely made by clinical diagnosis, relying exclusively on clinical acumen of a physician (typically a neurologist) to identify a subject as having the disease (i.e., positive disease status) or not
- Parkinson's disease as, for example, Parkinson's disease is generally considered to have an incidence that increases with age from about 1 percent of individuals age 60 to about 5 percent of individuals age 85 worldwide.
- An individual may have a positive Parkinson's disease status that is pre-clinical, sub-clinical, silent, or latent defined as a reduced number of viable dopaminergic neurons in the substantia nigra pars compacta of the midbrain of the individual without clinically apparent signs and symptoms of Parkinson's disease.
- Loss of smell (anosmia) or loss of odor discrimination is a typical early or presenting symptom of Parkinson's disease.
- Parkinson's disease refers to any disease that shares one or more of the signs or symptoms as Parkinson's disease but is distinguished by demonstrating a poor or absent response to anti-parkinson pharmacologic therapies, the presence of non-Parkinson symptomatology or absence of certain Parkinson's disease signs and symptoms, and/or having an identifiable environmental cause (e.g., soursop soup consumption, pawpaw fruit tea, exposure to MPTP, handling agricultural pesticide rotenone, and welding-related manganese exposure) or familial cause (e.g., mitochondrial
- an identifiable environmental cause e.g., soursop soup consumption, pawpaw fruit tea, exposure to MPTP, handling agricultural pesticide rotenone, and welding-related manganese exposure
- familial cause e.g., mitochondrial
- the term "antigen” refers to a molecule that triggers an immune response by the immune system of a subject, e.g., the production of an antibody or activation of the cellular arm of the immune system, such as activation of phagocytes, natural killer cells, antigen-specific cytotoxic T-lymphocytes, and cytokine modulation.
- Antigens can be exogenous, endogenous, or autogenous. Exogenous antigens are those that have entered the body from outside through inhalation, ingestion or injection.
- Endogenous antigens are those that have been generated within previously -normal cells as a result of normal cell metabolism, or because of viral or intracellular bacterial infection.
- Autogenous antigens are those that are normal protein or protein complex present in the host body but can stimulate an immune response.
- Polypeptides of PAF A PAF polypeptide in accordance with the invention is the 12 amino acid length polypeptide amino acid sequence as set forth in SEQ ID NO: 1 shown below.
- C-terminal cysteine of SEQ ID NO: 1 refers to the cysteine amino acid residue located at position 12 of the sequence.
- Exemplary PAF protein biomarker comprises the full length molecule of the polypeptide sequence of SEQ ID NO: 1, as well as uniquely identifiable fragments of the polypeptide sequence of SEQ ID NO: 1.
- the biomarker can be, but does not need to be, full length to be informative. In many cases, so long as a fragment is uniquely identifiable as being derived from or representing a polypeptide of SEQ ID NO: 1, it is informative for purposes herein.
- Additional polypeptides of PAF consist of the 12 amino acid length polypeptide amino acid sequences as set forth in SEQ IDS NOs: 2 - 4 shown below.
- the PAF comprises a SEQ ID NO: 1, 2, 3, or 4 wherein the C-terminal cysteine is substituted at the side chain thiol with a hydrophobic group, such as a geranylgeranyl group (referred to herein as a "C-terminal geranylgeranylcysteine") or famesyl group (referred to herein as a "C-terminal famesylcysteine”) and substituted at the cysteine carboxy with an alkyl, such as a lower alkyl, or, preferably, a methyl group, to make an ester (referred to herein as a "carboxymethyl").
- a hydrophobic group such as a geranylgeranyl group (referred to herein as a "C-terminal geranylgeranylcysteine") or famesyl group (referred to herein as a "C-terminal famesylcysteine”) and substituted at the cysteine carboxy with an alkyl
- PAF comprises a SEQ ID No: 1, 2, 3, or 4 that has a C-terminal famesylcysteine containing an attached carboxymethyl group instead of a C-terminal cysteine.
- the PAF may also consist of the polypeptide comprising the 12 amino acid length polypeptide amino acid sequence as set forth in SEQ ID NO: 1 (i.e., YPMGPPVWGTTC) that has a C-terminal geranylgeranylcysteine containing an attached carboxymethyl group instead of a C-terminal cysteine.
- biomarkers, methods, compositions, kits, and systems for the assessment of health status of a subject for example through the detection of Parkinson's disease status.
- Biomarkers, methods, compositions, kits, and systems described herein are used to determine a likelihood that a subject has Parkinson's disease or is at increased risk of having Parkinson's disease through the assay of a biological sample taken from the subject.
- biomarker comprises the novel peptide marker Parkinson Associated Factor (PAF) and the non-protein biomarker of age of the individual providing the sample.
- PAF Parkinson Associated Factor
- Biomarkers as disclosed herein share a property that sensitive, specific conclusions regarding an individual's Parkinson's disease status are made using protein level information derived from biological samples (e.g., blood), alone or in combination with other information such as an individual's age, genotypic sex, hereditary /family history, genetic information, health history or other characteristics.
- a benefit of the present peptide biomarker is that PAF provides Parkinson's disease health status or Parkinson's disease risk assessment, such that a commercially and medicinally relevant degree of confidence (such as sensitivity, specificity or sensitivity and specificity) is achieved using an easily obtained biological sample or samples.
- a commercially and medicinally relevant degree of confidence such as sensitivity, specificity or sensitivity and specificity
- the present invention obviates the need to rely solely upon data obtained from subjective, error-prone clinical assessment, such as a clinician taking a medical history and performing a neurological examination whereby diagnosis of Parkinson's disease rests solely on the ability of the clinician to recognize characteristic Parkinson's disease signs and associated symptoms (also referred to as "Parkinson's disease diagnostic clinical evaluation").
- Widespread use of PAF as a Parkinson's disease biomarker will improve accurate, early diagnosis rates of Parkinson's disease, and Parkinson's disease health issues that are more easily recognized early in the disease progression, so that the health issues may be more efficiently treated.
- effects of the benefit of early and accurate diagnosis of Parkinson's disease or risk of Parkinson's disease may be measured in population-wide reduced morbidity/mortality of disease, and is substantial.
- Biomarkers disclosed herein comprise biological molecules that are associated with a positive Parkinson's disease status or increased risk of a positive Parkinson's disease status in an individual.
- biomarker information such as individual's age, genotypic sex, weight, height, body mass index or other easily measured or obtained information is also eligible as a marker in some cases.
- biomarker information herein rely upon age, genotypic sex, or age and genotypic sex, as biomarkers. Common to many biomarkers described herein is the ease with which the biomarkers are assayed in an individual. Biomarkers of the present invention may be readily obtained, e.g., by drawing blood from the subject.
- a benefit of the ease with which a biomarker based on collecting gaseous constituents of a closed space above skin of an individual is that invasive assays such as drawing blood from a vein or artery of the individual is not required for biomarker measurement. Similarly, cerebrospinal fluid is not required for biomarker determination.
- biomarker information as disclosed herein may be readily obtained through collection of gaseous constituents of a closed space above skin of an individual in combination with a visit to a doctor's office.
- a biological sample is a gaseous constituents sample drawn from a closed space above skin of an individual.
- the gaseous constituents sample can be a headspace sample comprising volatile and/or semi- volatile molecules contained within the closed space above the skin of an individual.
- Methods of static headspace sampling typically used for the determination of volatile and semi -volatile analytes in liquids and solid matrices, are well known in the art and may be prepared by methods of headspace sample preparation well known to those skilled in the art.
- Sampling according to this embodiment provides a determination of Parkinson's disease status from a biological sample with a sensitivity and a specificity that renders the outcome of the test reliable enough to be medically actionable. Compliance rates are accordingly substantially higher than are compliance rates for invasive biological sample collection procedures.
- Exemplary biomarkers disclosed herein comprise proteins or fragments thereof that are recognizably or uniquely mapped to their parent protein.
- Biomarkers disclosed herein may be measured through a number of approaches such as an immunological interaction, such as that which occurs in an ELISA assay through which a protein or protein fragment in a biological sample from an individual are bound to a specific antibody or antibodies, and the extent of binding is quantified as a measure of protein abundance in the sample.
- ELISA assays capable of measuring biomarker as disclosed herein are contemplated as embodiments of the present disclosure as kits.
- an acquired microfluidic biological sample is contacted with a reagent such that antibodies contained within the reagent bind to a peptide biomarker contained within the biological sample.
- a biomarker detection device may determine levels of the biomarker and provide comparison to reference values against standardized reference levels for the biomarker contained within the biological sample in order to detect or monitor the status or risk of Parkinson's disease.
- the biomarker detection device may provide results of the analysis to a healthcare provider or other entity and results may be transmitted (e.g., wirelessly) to an external device or source.
- biomarkers are measured through mass
- MS mass spectrometric methods
- MS/MS MS/MS
- MALDI-TOF MALDI-TOF
- ESI-MS mass spectrometric approaches.
- MS approach quantifies a fragment of a biomarker rather than the full-length protein.
- approaches are sufficient to determine the protein level of the biomarker to an accuracy sufficient for a Parkinson's disease status assessment as disclosed herein.
- Gas chromatography is a well-known technique for fractionating and determining the relative amounts of various components in a biological sample containing a mixture of compounds of differing physical characteristics (e.g., volatility). For example, the sample is vaporized and the entire resulting quantity of gases is passed through an analytical chromatography column. Chromatographic processes such as gas chromatography can rapidly determine the volatiles content of a multi-component biological sample, such as would be present in a biological sample obtained from a human subject.
- a Parkinson's disease status assessment is available for the individual from which the sample is obtained.
- a number of approaches are available to one of skill in the art to generate or come to a Parkinson's disease status assessment from an individual's biomarker expression level.
- Some assessments rely upon comparison of a biomarker level of an individual to a reference biomarker level, such as a reference biomarker level from an individual known or independently verified to have a negative Parkinson's disease status (e.g., good health), or from an individual known or independently verified to have a positive Parkinson's disease status, such as is the case for an individual having advanced Parkinson's disease.
- a biomarker level of an individual is compared to a reference level constructed from a plurality of individuals of common known Parkinson's disease status.
- the reference is an average of known biomarker levels from a plurality of individuals, or alternately is a range defined by the range of biomarkers levels observed in the reference individuals.
- a range reference biomarker level is in some cases a weighted range, such that outlier values among the individuals having a common Parkinson's health status are given lower predictive value than biomarkers levels that are common to a plurality or majority or all of the biomarker levels.
- an individual's biomarker level is compared to a reference level constructed from a larger number of individuals of common known positive Parkinson's disease status, such as at least 5, at least 10, at least 50, at least 100, at least 500 or more individuals.
- the reference individuals are evenly distributed in health status between positive and negative for a Parkinson's disease status.
- Assessment comprises in some cases iterative or simultaneous comparison of an individual's biornarker level to a plurality of references of known health status.
- a plurality of known reference biornarker levels are used to train a computational assessment algorithm such as a machine learning model such that a single comparison between a biornarker level of an individual and a reference provides an outcome that integrates or aggregates information from a large number of individuals of common known Parkinson's disease status, such as at least 10, at least 50, at least 100, at least 500, at least 1000 or more individuals.
- a computational assessment algorithm such as a machine learning model
- a single comparison between a biornarker level of an individual and a reference provides an outcome that integrates or aggregates information from a large number of individuals of common known Parkinson's disease status, such as at least 10, at least 50, at least 100, at least 500, at least 1000 or more individuals.
- Generation of such a reference often facilitates much faster or more efficient (e.g., using of less computational power) assessment of an Parkinson's disease status of an individual.
- a reference is generated from a plurality of reference individual biornarker levels through any of a number of computational approaches known to one of skill in the art.
- Machine learning models are readily constructed, e.g., using any number of statistical programming languages or data mining and analytics software such as C++, Python, Lasergene, Mathematica, and Matlab.
- the present inventions contemplates machine leaming models that utilize software that acts as a bridge between an operating system or a database and one or more application, typically on a network system.
- An individual's biornarker level is compared to a reference as described herein or otherwise performed by one of skill in the art, and an output assessment is generated.
- a number of output assessments are consistent with the disclosure herein.
- Output assessments comprise a single assessment, typically narrowed by a sensitivity, specificity or sensitivity and specificity parameter, indicating a Parkinson's disease status assessment.
- additional parameters are provided, such as an odds ratio indicative of the relative increase in chance of suffering from or increased risk of a Parkinson's disease issue in light of the biornarker level of the individual or biornarker level assessment.
- Results are variously provided to the individual or to a health care professional or other professional or entity. Results are optionally accompanied by a heath
- recommendation such as a recommendation to confirm or independently assess a
- Parkinson's disease status assessment for example using a clinical assessment of a physical neurological examination performed by a physician clinician.
- a recommendation optionally includes information relevant to a treatment regimen, such as information indicating that a treatment regimen such as a polypectomy, radiotherapy, chemotherapy, antibody therapy, biosimilar treatment or other treatment regimen, such as information indicative of success or efficacy of the regimen.
- Efficacy of a regimen is assessed in some cases by comparison of an individual's biomarker level at a first time point, optionally prior to a treatment and a later second time point, optionally subsequent to a treatment instance.
- Biomarker levels are compared to one another, each to a reference, or otherwise assessed so as to determine whether a treatment regimen demonstrates efficacy such that it should be continued, increased, replaced with an alternate regimen or discontinued because of its success in addressing the Parkinson's disease. Some assessments rely upon comparison of an individual's biomarker level at multiple time points, such as at least one time point prior to a treatment and at least one time point following a treatment. Biomarker levels are compared to at least one reference biomarker level.
- biomarkers, methods, compositions, and kits described herein provide assays for determining Parkinson's disease status or Parkinson's disease risk status based on detection or measurement of a biomarker in a biological sample obtained from a subject.
- the present invention further provides an improved method for odor identification training in a dog useful in the detection of Parkinson's disease in a person, wherein said improved method for training comprises the use of a positive identifier of Parkinson's disease which is a famesylated synthetic peptide corresponding to a Malassezia species A factor (PAF).
- a positive identifier of Parkinson's disease which is a famesylated synthetic peptide corresponding to a Malassezia species A factor (PAF).
- Current methods of training dogs to detect Parkinson's disease by odor detection are very time consuming and vary in precision. For example, currently dogs are trained using only t-shirts from people with known Parkinson's disease. A major drawback here is that it is inconvenient to collect the t-shirts from individuals for dog training.
- Another major drawback is that Parkinson's disease diagnosis is subjective (via clinical evaluation by the neurologist) and thus there can be false positives such that the t- shirt used for training may be a false positive.
- Parkinson's disease may be present as a very early stage disease, such as in a clinically asymptomatic stage, or at a later stage wherein symptoms of the disease are evident.
- the method of the invention provides odor identification training in dogs using one or several synthesized PAF famesylated peptides of the invention that correspond to a Malassezia species A factor.
- the dog trained by the method of the invention allows detection of Parkinson's disease on an article of clothing worn by an asymptomatic or symptomatic diseased person, such as on a t-shirt of that person.
- Synthesized PAF famesylated peptides of the method include, but are not limited to peptides found in Table 1.
- the invention provides a method of training dogs in odor detection of Parkinson's disease, comprising training a dog to detect a famesylated synthetic peptide corresponding to a Malassezia species A factor when present on a surface.
- the famesylated synthetic peptide is SEQ ID NO: 1, SEQ ID NO: 2, SEQ ID NO: 3 or SEQ ID NO: 4.
- the famesylated synthetic peptide is SEQ ID NO: 1.
- the dogs are trained to detect a famesylated synthetic peptide on a surface such as an article of clothing.
- This assay was to confirm expected results of detection of SEQ ID NO: 1 by Parkinson Alert Dogs (PAD) dogs, who have been trained to identify an odor that is present on T-shirts worn by individuals suffering from Parkinson's disease.
- PAD Parkinson Alert Dogs
- Dogs Various breeds of dogs were professionally trained to distinguish T-shirts worn overnight by individuals suffering from Parkinson's disease from t-shirts worn by healthy, Non-Parkinson's disease, subjects. • Sterile water: Ultra Pure Water, DEPC Treated, 100ml, DNAse, RNAse & protease free.
- Thermos (brand) Stainless King 24 Ounce Food Jar, Stainless Steel.
- SEQ ID NO: 1 Tyr-Pro-Met-Gly-Pro-Pro-Val-Trp-Gly-Thr-Thr-Cys-(farnesyl).
- the amino acid sequence of SEQ ID NO: 1 corresponds to Malassezia globosa.
- a one milligram (1 mg) quantity of SEQ ID NO: 1 sample was synthesized by the company GenScript (genscript.com).
- GenScript Genscript.com
- the SEQ ID NO: 1 sample was stored at negative twenty degrees Celsius (-20° C) as a lyophilized powder prior to use.
- Sample t-shirts were prepared as follows: (i) place four unused cotton t-shirts into four thermoses, (ii) swab one of the t-shirts with a sterile q-tip applicator that has been dipped in a solution composed of 1 milligram of SEQ ID NO: 1 and approximately 2.5 milliliters of sterile ultra pure water; (iii) close and cap the thermoses; (iv) double-blind the thermoses identification numbers on thermos labels, (v) thermoses transported to canine odor identification testing facility. II. Test conditions and set up
- Sample preparation was conducted in a laboratory setting using sterile technique. T-shirt odor testing was conducted at the Parkinson's Alert Dogs (PAD) testing facility located at the San Juan Fairgrounds, Friday Harbor, Washington. III. Testing
- PAD Parkinson's Alert Dogs
- the PAD Director and professional dog handler acted as the operator.
- the operator stated the dogs are being run in order of best qualified first, to least qualified going last.
- the test was conducted following the same protocol as used when the dogs ran on PD patient t-shirts. There were 3 controls in which each of three thermoses contained only a t- shirt. There was 1 active in which the thermos contained a t-shirt + SEQ ID NO: I (in the regular test this would be a t-shirt worn by a PD patient for 24 hours).
- the dogs were not rewarded with any treat for locating SEQ ID NO: 1.
- a trained dog considered a t-shirt to be a "positive hit" when the dog makes an indication while situated in front of said t-shirt of to the operator.
- TEST 1 - SEQ ID NO: 1 (found): Dog visited each of the four thermos containers moving in a counterclockwise direction. Dog started with the active thermos and finished with the active thermos. The dog demonstrated a positive hit on the active thermos.
- TEST 2 - SEQ ID NO: 1 (found): Dog visits each container going clockwise. Last container was the active. The dog demonstrated a positive hit on the active thermos.
- TEST 4 - SEQ ID NO: 1 (not found): The dog traveled anti-clockwise and did not give any indication of knowing the location. The dog looked at the controller on each attempt. Hits on a control at location 1. This dog was on anti-epilepsy medication and other medications (known to causes loss of smell ability in dogs) that had resulted in the dog consistently hitting on the control at location 1 (closest to the entrance of the dog) regardless of the placement of thermoses. This dog was allowed to participate, even though the dog was known to have smell impairment, in order to allow the owner to participate (since she was a volunteer at the organization). Therefore, the operator voided this null test result.
- TEST 5 - SEQ ID NO: 1 (found): The dog moved from bottom right (active) to top right and back to bottom right (active). Then to bottom left. The dog looks at the operator twice and heads past top left to top right, to bottom right (active). The dog looks at operator twice. The dog hit on the active, and the operator ended test. The dog
- thermos demonstrated a positive hit on the active thermos.
- TEST 6 - SEQ ID NO: 1 (found): The dog started moving on bottom right (active), then counter clockwise to top right. Back to bottom right (active). The dog then looked at the operator, and moved to bottom left and indicates. The dog continued to top left, then top right. The dog looked at the operator. On to the bottom right (active). The dog hit on active. Operator ended test. Dog demonstrated a positive hit on the active thermos.
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Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201762539620P | 2017-08-01 | 2017-08-01 | |
| US201762598423P | 2017-12-13 | 2017-12-13 | |
| PCT/US2018/044750 WO2019028106A1 (en) | 2017-08-01 | 2018-08-01 | BIOMARKERS ASSOCIATED WITH PARKINSON'S DISEASE |
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| EP3661413A1 true EP3661413A1 (de) | 2020-06-10 |
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| Application Number | Title | Priority Date | Filing Date |
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| EP18841656.4A Withdrawn EP3661413A1 (de) | 2017-08-01 | 2018-08-01 | Biomarker in zusammenhang mit morbus parkinson |
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| Country | Link |
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| EP (1) | EP3661413A1 (de) |
| CA (1) | CA3071824A1 (de) |
| WO (1) | WO2019028106A1 (de) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9777580B2 (en) | 2014-02-19 | 2017-10-03 | United Technologies Corporation | Gas turbine engine airfoil |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110797084B (zh) * | 2019-11-06 | 2021-05-25 | 吉林大学 | 基于深层神经网络的脑脊液蛋白质的预测方法 |
| US12269315B2 (en) | 2020-08-20 | 2025-04-08 | Denso International America, Inc. | Systems and methods for measuring and managing odor brought into rental vehicles |
| US11932080B2 (en) | 2020-08-20 | 2024-03-19 | Denso International America, Inc. | Diagnostic and recirculation control systems and methods |
| US12251991B2 (en) | 2020-08-20 | 2025-03-18 | Denso International America, Inc. | Humidity control for olfaction sensors |
| US12377711B2 (en) | 2020-08-20 | 2025-08-05 | Denso International America, Inc. | Vehicle feature control systems and methods based on smoking |
| US11760169B2 (en) | 2020-08-20 | 2023-09-19 | Denso International America, Inc. | Particulate control systems and methods for olfaction sensors |
| US11828210B2 (en) | 2020-08-20 | 2023-11-28 | Denso International America, Inc. | Diagnostic systems and methods of vehicles using olfaction |
| US11760170B2 (en) | 2020-08-20 | 2023-09-19 | Denso International America, Inc. | Olfaction sensor preservation systems and methods |
| US11881093B2 (en) | 2020-08-20 | 2024-01-23 | Denso International America, Inc. | Systems and methods for identifying smoking in vehicles |
| US12017506B2 (en) | 2020-08-20 | 2024-06-25 | Denso International America, Inc. | Passenger cabin air control systems and methods |
| US11813926B2 (en) | 2020-08-20 | 2023-11-14 | Denso International America, Inc. | Binding agent and olfaction sensor |
| US11636870B2 (en) | 2020-08-20 | 2023-04-25 | Denso International America, Inc. | Smoking cessation systems and methods |
| CN113960199B (zh) * | 2021-10-19 | 2024-03-12 | 上海交通大学医学院附属瑞金医院 | 血浆代谢物在诊断帕金森病严重程度方面的应用 |
| WO2024026413A2 (en) * | 2022-07-27 | 2024-02-01 | Durin Technologies, Inc. | Early detection and monitoring of neurodegenerative diseases using a multi-disease diagnostic platform |
| WO2025034906A1 (en) * | 2023-08-08 | 2025-02-13 | The Board Of Trustees Of The Leland Stanford Junior University | Highly specific blood-based biomarker of parkinson's disease |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050202508A1 (en) * | 2003-11-12 | 2005-09-15 | Pasinetti Guilio M. | Biomarker for Parkinson's disease |
| US9547012B2 (en) * | 2009-06-10 | 2017-01-17 | Amarantus Bioscience Holdings, Inc. | Diagnosis of parkinson's disease |
| GB201206382D0 (en) * | 2012-04-11 | 2012-05-23 | Univ Dundee | Parkinson's disease biomarker |
-
2018
- 2018-08-01 EP EP18841656.4A patent/EP3661413A1/de not_active Withdrawn
- 2018-08-01 WO PCT/US2018/044750 patent/WO2019028106A1/en not_active Ceased
- 2018-08-01 CA CA3071824A patent/CA3071824A1/en not_active Abandoned
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9777580B2 (en) | 2014-02-19 | 2017-10-03 | United Technologies Corporation | Gas turbine engine airfoil |
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| WO2019028106A1 (en) | 2019-02-07 |
| CA3071824A1 (en) | 2019-02-07 |
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