WO2022086819A1 - Quantification of previously undetectable quantities - Google Patents
Quantification of previously undetectable quantities Download PDFInfo
- Publication number
- WO2022086819A1 WO2022086819A1 PCT/US2021/055242 US2021055242W WO2022086819A1 WO 2022086819 A1 WO2022086819 A1 WO 2022086819A1 US 2021055242 W US2021055242 W US 2021055242W WO 2022086819 A1 WO2022086819 A1 WO 2022086819A1
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- WO
- WIPO (PCT)
- Prior art keywords
- sample
- spike
- isotope
- molecular amplification
- interest
- 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.)
- Ceased
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Classifications
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- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01J—ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
- H01J49/00—Particle spectrometers or separator tubes
- H01J49/0027—Methods for using particle spectrometers
- H01J49/0031—Step by step routines describing the use of the apparatus
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- 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
- G01N33/6803—General methods of protein analysis not limited to specific proteins or families of proteins
- G01N33/6848—Methods of protein analysis involving mass spectrometry
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- 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
- G01N33/96—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving blood or serum control standard
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2458/00—Labels used in chemical analysis of biological material
- G01N2458/15—Non-radioactive isotope labels, e.g. for detection by mass spectrometry
Definitions
- the present technology uses a novel molecular amplification spike, in the context of mass spectrometry, to make it possible for the first time to quantify molecules, compositions, compounds or elements of interest— that have previously been present in amounts below the LLOQ, or (prior) Lower Level of Quantification, sometimes referred to as limit of quantification (LOQ) in a sample of medical, biological, environmental, industrial or any other origin, requiring evaluation.
- LOQ Limit of quantification
- the human body has a concentration gradient of approximately ten to the 23 in concentration differences in molecule concentration and many of the biomarkers are in the lower concentration that are below the LLOQ of the mass spectrometers.
- Mass spectrometry still has inherent limitations, despite its versatility and popularity in both research and medical laboratories.
- Currently used quantification methods that relies on calibration curves not work well with mass spectrometry at or near trace-level analysis close to the LLOQ, because inherent limitations of mass spectrometry are widened in a compounded manner.
- the use of mass spectrometry in the life sciences for medical applications has been limited, heretofore, due to quantification difficulties and often unpredictable variations of percent errors. Even when the same mass spectrometer is used to analyze a sample at different time intervals, or different personnel use the same mass spectrometer to analyze the same sample, obtaining reliable mass spectrometry results can be elusive— even to this day.
- Mass spectrometers sensitivity related to the LOQ is based on the type, tune, physics of operational conditions and ionization methods.
- sample collection also frequently contributes to inconsistent results for many reasons, including sample instability and errors in sample preparation.
- Medical diagnostics for example, continues to head in the “molecular biomarker” direction, and for good reason — biomarkers (and imaging) direct medical treatment to a degree unprecedented in history.
- biomarkers and imaging
- medical sample collection however, there are often legal and practical barriers. For instance, a blood sample may need to be transported across geographic boundaries, while at the same time there are laws and regulations that prevent such shipments internationally and even, sometimes, locally.
- Mass spectrometry field has long sought for methodology innovation, to identify— and quantify— constituents that are present in any sample in heretofore unquantifiable, even undetectable amounts AND can use easily transported, stable, small samples to avoid the hurdles of sample deterioration caused by conditions associated with chain of custody.
- Figure 1 is a bar graph which shows how the invention, colloquially referred to as “Thor's Hammer,” is able to provide signal amplification using a METASPIKETM molecular amplification spike addition to a sample prior to mass spectrometry analysis.
- the present invention collects one or more (generally small) samples containing one or more of molecules, compositions, compounds or elements known or suspected to be present in amounts less than the previously accepted LLOQ (Lower Limit of Quantification).
- the sample(s) are collected in a way that renders the sample size either small (10-30 microliters) or stabilized (such as dried liquid on a carrier, such as simple blood spots on a card). These small samples are thereafter analyzed in a mass spectrometer after they are treated with (contacted by) a molecular amplification spike.
- the molecular amplification spike is an admixture of two components, namely, an aliquot of a quantity of a molecule, composition, compound or element to be quantified in its natural isotopic state, admixed with an aliquot of an isotopically enriched form of the same molecule, composition, compound or element.
- the molecular amplification spike contains 20% natural isotope, balance enriched isotope.
- the molecular amplification spike may optionally contain more than 20% natural isotope, with concomitantly reduced balance of enriched isotope.
- the natural isotope is present in the molecular amplification spike at no more than 90% natural isotope, more preferably no more than 70%.
- SIDMS also benefits from this invention as important fragile species such as drugs and biomarkers are critically assessed quantitatively at near or at the LOQ of mass spectrometers — so the same premixed molecular amplification spikes of the present invention may be used in SIDMS also.
- An initial problem addressed with the present invention was — identifying and quantifying low levels of curcuminoids in cerebral spinal fluid.
- the need to do this arose because neurologist MD's were studying these turmeric extracts that could pass through the blood/brain barrier, for the purposes of research into treatment of Alzheimer's Disease, to try to find bioreactive agents that might stop demyelination and the formation of the troublesome amyloid plaques that are the main culprits in Alzheimer's Disease.
- the research physicians could see that several forms of curcumin were indeed present in the cerebrospinal fluid, but no one could quantify how much was there.
- Other substances that convert easily, and therefore need to be assessed quickly include without limitation, 6- methamphetamine, cocaine, benzoylecgonine, methadone, 2-ethylidene-l,5- dimethyl-3,3- diphenylpyrrolidine (EDDP), buprenorphine, norbuprenorphine, gabapentin, celecoxib, naloxone, normaloxone, noroxymorphone, fentanyl, norfentanyl, oxycodone, noroxycodone, tetrahydrocannabinol, cannabidiol and loperamide.
- persistent organic pollutants need to be identified before they convert to other forms, as well, in an environmental sample for analysis.
- pollutants include, without limitation, naphthalene, acenaphthene, fluorene, phenanthrene, pyrene, benz[a]anthracene, chrysene, benzo[b]fluoranthene, benzo[a]pyrene, indeno[l,2,3-cd]pyrene, dibenz[a.h]anthracene, cichl orodiphenyltri chi oroethane, di chi orodiphenyl di chi oroethyl ene, and di chlorodiphenyl di chloroethane.
- Arguably higher priority substances that must be identified and quantified are harmful pollutants and toxicants in foods and drugs, such as without limitation, mercury (in its various forms), polydimethylsiloxane (PDMS), chromium, lead, and arsenic — and the list of potential dietary contaminants is in the thousands.
- a serious and persistent health concern pervades the entire nutritional supplement industry, as consumers and manufacturers alike want to know what if any contaminants are present in what they otherwise hope are wholesome vitamin and mineral, herbal, and other nutritional supplements.
- Various homeland security initiatives require quantification of fugitive agents and chemical weapons of mass destruction. Authentication of products, valuable objects, legal documents requires unbreakable molecular coding that must be assessed in tiny-quantity levels in order to deter forgery. As illuminated here, therefore, the list of materials for which low-level incidence, and quantification, are needed — is literally endless.
- This molecular amplification spike is the inventive gravamen in which a percentage of natural-abundance isotope is combined, with an enriched isotope, to make a hybrid spike (with a spike's being a material of addition) containing both the natural-abundance isotope and an enriched isotope, of the same substance for which identification and quantification is sought.
- the present invention collects one or more small samples containing one or more of molecules, compositions, compounds or elements known or suspected to be present in amounts less than the previously accepted LLOQ.
- the sample(s) are collected in a way that renders the sample size either small (10-30 microliters) and/or stabilized (for example dried liquid on a carrier, such as simple blood spots on a filter encased in a card). These small samples are thereafter analyzed in a mass spectrometer after they are treated with (contacted by) a molecular amplification spike.
- the molecular amplification spike is an admixture of two components, namely, an aliquot of a quantity of a molecule, composition, compound or element to be quantified in its natural isotopic state, admixed with an isotopically enriched form of the same molecule, composition, compound or element.
- the molecular amplification spike contains 20% natural isotope, balance isotopically enriched isotope, of the same substance of interest.
- the molecular amplification spike may optionally contain more than 20% natural isotope, with concomitantly reduced balance of isotopically enriched isotope.
- “containing 20%” will be true of a real-world spike that contains, for example, 22%— of course it also empirically contains 20% of the naturally occuring isotope.
- the natural isotope is present in the molecular amplification spike at no more than 90% natural isotope.
- DBS quantitative dried blood spot card
- the use of the present molecular amplification spike with the dried blood spot cards is particularly important because, without the present admixed spike, many dried blood spot constituents of interest are simply below the level of LLOQ, resulting wide variance and large percent errors. With the present spike the practical and economic benefits of collecting blood samples as dried blood spots on a card, rather than in tubes, is enormous and potentially transformational.
- IDMS Isotope Dilution Mass Spectrometry
- the ratio between or among the isotopes can then be measured by mass spectrometry and, working backwards, it is possible to determine the original concentration of the element (or other substance) in the sample, by mathematically “backing out” the isotopic shift that occurred during equilibration. Because spectrometers and computers have been able “to talk” to one another for decades, feedback mechanisms “to run” (in the mass spectrometer) adjusted samples under adjusted reaction conditions, over time, is already a mature technology.
- the amount of added, preadmixed spike will be between 70-100 picograms (pg), regardless of whether the 10 microliter sample is in liquid form or has been dried after collection and when analyzed using an ESI- QQQ-MS mass spectrometer known in the art.
- a 70 picogram quantity of spike is used when the substance of interest in a 10 microliter sample is suspected to be present at a level of about 1 nanogram or less. If the substance of interest in the sample is suspected to be present at a level of less than 0.1 nanogram, a 100 picogram addition of the admixed spike (of the present invention) is added to the sample, again for the exemplary ESI-QQQ-MS.
- the spike can be added directly to the sample or can be pre- fixed to a sample collection device, such as a card, tube or any other sample collection vessel or vehicle.
- a sample collection device such as a card, tube or any other sample collection vessel or vehicle.
- the present inventors have been able to establish, repeatedly, that substances which are undetectable, and certainly unquantifiable, by prior art mass spectrometry — may be both detected AND quantified when the admix spike, at the disclosed addition amounts, are added to the sample and allowed to equilibrate prior to analysis. Equilibration can occur in as little as one minute; as a practical matter samples are allowed to equilibrate for at least thirty minutes to an hour prior to mass spectrometry analysis. Equilibration is generally performed at ambient temperature and pressure.
- the present collection media cards, matrices, tubes for liquids, etc.
- the sample to be tested is collected in them or on them, equilibration of the sample naturally occurs during the normal transit time of the sample to the laboratory.
- the present technology when used to identify and to quantify the important biomarker GSSG (a glutathione variant of diagnostic and prognostic importance) the present technology has been able (empirically) to achieve percentage error reduction from between 130% to 231% as compared to prior art methods of quantifying GSSG and specifically on the example mass spectrometer FDA accuracy and precision of less than 15% was maintained for one and one half orders of magnitude below the LOQ of that mass spectrometer with all other conditions remaining the same.
- GSSG a glutathione variant of diagnostic and prognostic importance
- lysozyme storage disease diagnosis and treatment Another area of innovation dependent on the present invention is that of lysozyme storage disease diagnosis and treatment.
- LSDs lysozyme storage diseases
- these patients die before reaching the age of thirty.
- Finding a cure for these diseases and effective treatment requires the ability to quantify the presence of the supplemented enzyme, which is generally effective at levels too low to quantify by prior diagnostic methods, and which cannot be dosed at high levels in any case.
- the present invention is so capable of identifying, and quantifying low levels of substances sought, by definition, the present techniques can achieve quantification in even very tiny samples compared to prior art identification techniques.
- a phlebotomist might draw two to four standard tubes containing 6-10 ml of patient blood each.
- Four tubes containing up to 40 ml of blood therefore together constitute a significant mass and volume, presenting shipment, shelf stability and biohazard type challenges among others, for transport.
- the present techniques can easily analyze a blood sample of between 10-30 microliters, including a dried blood spot of 10-30 microliters deposited, and stabilized by simple drying, on a cellulosic fiber, polymer or other inert solid matrix carrier of any type.
- a typical card of this nature could have four loci for four dried blood spots, inoculated with 10-30 microliters of blood each (from a simple finger “stick”).
- the ability of a mass spectrometer to analyze samples presented on a solid matrix is already well known, see for example U.S. Patent No. 8,383,420 identified above and incorporated herein by reference.
- a typical card with dried blood spots will usually contain four blood spots, easily collected from an animal or human patient with a single “finger stick” with a lancet known in the art.
- the card or matrix may literally be ordinary cellulose, or can be a pure cellulose matrix such as “Whatman paper,” or any other inert polymer or composite card with which the biological sample does not react, and on which the biological sample (including but not limited to blood) can dry without deterioration.
- Cellulosic fibers, cards or solid matrices of this type may be used to collect, store and transport not only blood but other substances, including but not limited to urine, plasma, saliva, bone marrow, cerebral spinal fluid, or any other desiccatable biological, environmental or industrial material including but not limited to water, oil or gas resources, industrial fluids, and other extant substances of interest.
- a card typically contains four pre-assigned loci for four spots of sample, with each spot being able to accommodate about 10-30 microliters of sample prior to desiccation and transport.
- a typical protocol includes the following additional steps.
- a quantity of between 70- 100 picograms of the pre-admixed inventive molecular amplification spike is added overtop each blood or specimen spot on the card and allowed to equilibrate.
- Equilibration means quiet incubation at ambient temperature for at least a minute or a few minutes, or up to an hour or 24 hours or more. After incubation, typically each blood or specimen spot is excised from its carrier with an 8 mm punch tool (8 mm diameter) and each excised blood or specimen spot is then further cut, typically, into four separate pieces.
- the pieces are typically placed in a microcentrifuge tube containing 70% water and 30% acetonitrile (extraction medium), and the tube is typically vortexed and sonicated at 60 degrees F for one hour.
- the sonicated samples are centrifuged and the liquid layer is transferred to a new microcentrifuge tube. Samples in the new tubes are dried on the “SpeedVac” (known in the art) for three hours to yield a pellet sample.
- the pellets are then reconstituted and analyzed by mass spectrometry according to known protocols, and the results are integrated and used for quantification.
- composition, compounds and elements analyses conducted as described above is able to identify and quantify substances, in samples, that cannot be quantified without the addition of the admixed “molecular amplification spike,” METASPIKETM, of the present invention.
- the present invention does not work efficiently (that is, as accurately or precisely) if it is applied to try to discern and quantify beyond 2 orders of magnitude (quantification improvement range) below the previous Lower Limit of Quantification (LLOQ) of the currently available mass spectrometer.
- the present invention is suitable for identifying and quantifying substances, in a sample, which are present in a 10 microliter sample at between 0.01 and 1 nanograms.
- Other technologies are suitable for quantifying substances that are present in greater amounts than 1 nanogram per 10 microliter sample, and to the present inventors' knowledge there is currently no technology that will quantify substances that are present in an amount smaller than 0.01 nanograms per 10 microliter sample.
- MMA usually present in human blood at around 1.9 micrograms per gram (ranging from 0.0 to 0.35 micrograms per gram) the signal loss from liquid blood to dried blood spots is about a factor of five, meaning that it would not be possible to quantify methylmalonic acid from a 10 microliter dried blood spot without a corresponding methylmalonic pre-admixed natural-abundance/isotope enriched spike to add to the blood spot, in effect to amplify the methylmalonic signal.
- This is important and representative for any other substance assessed according to the present invention, present in the range of concentration similar to those of GSH, GSSG and MMA.
- the present invention can quantify literally any low concentration indicator metabolite consequential to, say, cancer chemotherapy, by identifying it in its incipient low levels before the chemotherapy patient experiences the discernable negative effects such an indicator portends. It is just as important to find lead, mercury and arsenic in patient and environmental samples as it is to find biological markers in diagnostic samples, and the present invention allows quantification of small amounts of ALL of these important — and often otherwise hidden — molecules, compositions, compounds and elements.
- molecules, compositions, compounds and elements it is meant, without limitation, biologically active agents, peptides, proteins, enzymes, vitamins, drug metabolites, elements, organic solvents, pesticides, anesthetics, lipids, saccharides, polysaccharides, growth factors, biological markers, antigens, antibodies, growth factor receptors and antigen receptor markers.
- All of these substances are susceptible of equilibration with its isotopically enriched analogue, and so each of them can be quantified according to the invention using a “spike” that contains both the naturalabundance isotope (of the substance to be measured in a sample) pre-admixed with an isotopically enriched version of the same substance for the purposes of molecular signal amplification.
- a “spike” that contains both the naturalabundance isotope (of the substance to be measured in a sample) pre-admixed with an isotopically enriched version of the same substance for the purposes of molecular signal amplification.
- Such pre-mixed molecular amplification spikes containing as described above 20% natural isotope, can be used to identify and quantify corresponding substances in a sample, when those substances are present in the same in an amount between 0.01-1 nanograms in a 10 microliter sample.
- the point of isotope enrichment in preparing the pre-admixed spike is to provide combined natural-abundance/enriched isotope admixtures of virtually anything for which quantification is desired.
- the present invention is therefore suitable for searching out, discovering and quantifying, literally any substance of interest that might be present, in any sort of sample, in the amount of 0.01 to 0 nanograms in a 10 microliter sample.
- the present molecular amplification spike is not a quantification method in and of itself. Instead, the inventive molecular amplification spike is exactly what it says it is — an amplifier of signal which in turn facilitates analysis by IDMS, SIDMS, and (when the signal is amplified enough) calibration curves known in the mass spectrometry art.
- the present invention may be used with any existing or after-aquired mass spectrometer or ionization method, including but not limited by a quadrupole, triple quadruple, time of flight, trap mass spectrometer, orbitrap mass spectrometer, sector mass spectrometer or any mass spectrometer using any ionization source such as electrospray, elector ionization, thermal ionization, matrix assisted laser desorption ionization, laser ablation, inductively coupled plasma, or any ionization.
- any ionization source such as electrospray, elector ionization, thermal ionization, matrix assisted laser desorption ionization, laser ablation, inductively coupled plasma, or any ionization.
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Priority Applications (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CA3196351A CA3196351A1 (en) | 2020-10-20 | 2021-10-15 | Quantification of previously undetectable quantities |
| EP21883606.2A EP4233088A4 (en) | 2020-10-20 | 2021-10-15 | QUANTIFICATION OF PREVIOUSLY UNDETECTABLE QUANTITIES |
| AU2021364335A AU2021364335A1 (en) | 2020-10-20 | 2021-10-15 | Quantification of previously undetectable quantities |
| JP2023548535A JP2023546992A (en) | 2020-10-20 | 2021-10-15 | Quantification of previously undetectable amounts |
| AU2025201850A AU2025201850A1 (en) | 2020-10-20 | 2025-03-14 | Quantification of previously undetectable quantities |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US202063093881P | 2020-10-20 | 2020-10-20 | |
| US63/093,881 | 2020-10-20 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| WO2022086819A1 true WO2022086819A1 (en) | 2022-04-28 |
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ID=81291152
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/US2021/055242 Ceased WO2022086819A1 (en) | 2020-10-20 | 2021-10-15 | Quantification of previously undetectable quantities |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US11728147B2 (en) |
| EP (1) | EP4233088A4 (en) |
| JP (1) | JP2023546992A (en) |
| AU (2) | AU2021364335A1 (en) |
| CA (1) | CA3196351A1 (en) |
| WO (1) | WO2022086819A1 (en) |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060097144A1 (en) * | 2001-01-29 | 2006-05-11 | Kingston Howard M | Automated in-process ratio mass spectrometry |
| KR20060133551A (en) * | 2003-12-16 | 2006-12-26 | 쓰리엠 이노베이티브 프로퍼티즈 캄파니 | Analysis of Chemically Crosslinked Cell Samples |
| US20090081701A1 (en) * | 2006-07-11 | 2009-03-26 | Hui Cen | Method of selective protein enrichment and associated applications |
| US10648989B2 (en) * | 2009-11-05 | 2020-05-12 | Quest Diagnostics Investments Incorporated | Quantitation of insulin-like growth factor-I and insulin-like growth factor-II with high-resolution mass spectrometry |
| WO2020198011A1 (en) * | 2019-03-22 | 2020-10-01 | Somalogic, Inc. | Reducing intersample analyte variability in complex biological matrices |
Family Cites Families (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP1355728A4 (en) * | 2001-01-29 | 2005-01-12 | Metara Inc | Automated in-process isotope and mass spectrometry |
| JP2011237385A (en) * | 2010-05-13 | 2011-11-24 | Daikin Ind Ltd | Measuring method of content of perfluorooctanoic acid |
| WO2012145390A1 (en) * | 2011-04-19 | 2012-10-26 | Porex Corporation | Cards for sample storage and delivery comprising sintered porous plastic |
| WO2012178030A2 (en) * | 2011-06-24 | 2012-12-27 | Applied Isotope Technologies, Inc. | Accurate measurement of glutathione for disease diagnosis and drug metabolite screening |
| GB2496122A (en) * | 2011-10-31 | 2013-05-08 | Ge Healthcare Bio Sciences Ab | Biological sample preservation on paper |
| EP3148662B1 (en) * | 2014-05-30 | 2025-10-15 | Tecan SP, Inc. | Extraction, derivatization, and quantification of analytes |
| EP3861018A4 (en) * | 2018-10-05 | 2022-10-26 | Seattle Children's Hospital d/b/a Seattle Children's Research Institute | NEWBORN SCREENING FOR PRIMARY IMMUNODEFICIENCIES, CYSTINOSIS AND WILSON'S DISEASE |
-
2021
- 2021-10-15 CA CA3196351A patent/CA3196351A1/en active Pending
- 2021-10-15 WO PCT/US2021/055242 patent/WO2022086819A1/en not_active Ceased
- 2021-10-15 JP JP2023548535A patent/JP2023546992A/en active Pending
- 2021-10-15 AU AU2021364335A patent/AU2021364335A1/en not_active Abandoned
- 2021-10-15 US US17/502,906 patent/US11728147B2/en active Active
- 2021-10-15 EP EP21883606.2A patent/EP4233088A4/en active Pending
-
2025
- 2025-03-14 AU AU2025201850A patent/AU2025201850A1/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060097144A1 (en) * | 2001-01-29 | 2006-05-11 | Kingston Howard M | Automated in-process ratio mass spectrometry |
| KR20060133551A (en) * | 2003-12-16 | 2006-12-26 | 쓰리엠 이노베이티브 프로퍼티즈 캄파니 | Analysis of Chemically Crosslinked Cell Samples |
| US20090081701A1 (en) * | 2006-07-11 | 2009-03-26 | Hui Cen | Method of selective protein enrichment and associated applications |
| US10648989B2 (en) * | 2009-11-05 | 2020-05-12 | Quest Diagnostics Investments Incorporated | Quantitation of insulin-like growth factor-I and insulin-like growth factor-II with high-resolution mass spectrometry |
| WO2020198011A1 (en) * | 2019-03-22 | 2020-10-01 | Somalogic, Inc. | Reducing intersample analyte variability in complex biological matrices |
Non-Patent Citations (1)
| Title |
|---|
| See also references of EP4233088A4 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CA3196351A1 (en) | 2022-04-28 |
| AU2025201850A1 (en) | 2025-04-03 |
| AU2021364335A1 (en) | 2023-06-22 |
| US11728147B2 (en) | 2023-08-15 |
| EP4233088A1 (en) | 2023-08-30 |
| JP2023546992A (en) | 2023-11-08 |
| US20220148868A1 (en) | 2022-05-12 |
| EP4233088A4 (en) | 2024-10-02 |
| AU2021364335A9 (en) | 2024-06-06 |
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