WO2018204406A1 - BLOOD-BASED METHODS FOR DETERMINING Aβ AMYLOIDOSIS - Google Patents

BLOOD-BASED METHODS FOR DETERMINING Aβ AMYLOIDOSIS Download PDF

Info

Publication number
WO2018204406A1
WO2018204406A1 PCT/US2018/030518 US2018030518W WO2018204406A1 WO 2018204406 A1 WO2018204406 A1 WO 2018204406A1 US 2018030518 W US2018030518 W US 2018030518W WO 2018204406 A1 WO2018204406 A1 WO 2018204406A1
Authority
WO
WIPO (PCT)
Prior art keywords
subject
amyloidosis
value
blood
amyloid
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
Application number
PCT/US2018/030518
Other languages
French (fr)
Inventor
Randall Bateman
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
University of Washington
Washington University in St Louis WUSTL
Original Assignee
University of Washington
Washington University in St Louis WUSTL
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by University of Washington, Washington University in St Louis WUSTL filed Critical University of Washington
Priority to US16/610,428 priority Critical patent/US12066444B2/en
Publication of WO2018204406A1 publication Critical patent/WO2018204406A1/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/50Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
    • G01N33/68Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving proteins, peptides or amino acids
    • G01N33/6893Chemical 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
    • G01N33/6896Neurological disorders, e.g. Alzheimer's disease
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2333/00Assays involving biological materials from specific organisms or of a specific nature
    • G01N2333/435Assays involving biological materials from specific organisms or of a specific nature from animals; from humans
    • G01N2333/46Assays involving biological materials from specific organisms or of a specific nature from animals; from humans from vertebrates
    • G01N2333/47Assays involving proteins of known structure or function as defined in the subgroups
    • G01N2333/4701Details
    • G01N2333/4709Amyloid plaque core protein

Definitions

  • the present invention relates to methods for blood-based examination useful to identify subjects with ⁇ amyloidosis and/or to identify subjects who should or should not undergo further testing or treatment for ⁇ amyloidosis, as well as methods for treating subjects diagnosed with ⁇ amyloidosis by the methods disclosed herein.
  • a blood-based marker of ⁇ amyloidosis would have many advantages, including cost, speed, and accessibility. However, prior studies attempting to correlate blood ⁇ 42 levels with central nervous system amyloidosis have not demonstrated highly significant differences.
  • the present invention provides a method for detecting ⁇ amyloidosis, the method comprising: (a) measuring the concentration of ⁇ 42 and ⁇ 40 in a blood sample obtained from the subject, and then calculating the ⁇ 42/ ⁇ 40 concentration ratio; and (b) identifying the subject as amyloid d positive when the ⁇ 42/ ⁇ 40 concentration ratio is less than 0.126, and the ⁇ 42/ ⁇ 40 concentration ratio is obtained by a system that provides a probability of detecting ⁇ amyloidosis equal to or greater than about 85%.
  • the present invention provides a method for detecting ⁇ amyloidosis, the method comprising: (a) measuring the concentration of ⁇ 42 and ⁇ 40 in a blood sample obtained from the subject, and then calculating the ⁇ 42/ ⁇ 40 concentration ratio; and (b) comparing the ⁇ 42/ ⁇ 40 concentration ratio obtained in step (a) to a predetermined threshold calculated by using a receiver operating characteristic (ROC) curve, and identifying the subject as a candidate further diagnostic testing and/or a therapeutic intervention when the ⁇ 42/ ⁇ 40 concentration ratio is lower than the predetermined threshold; wherein the predetermined threshold is obtained by a system that provides a probability of detecting ⁇ amyloidosis equal to or greater than about 85%.
  • ROC receiver operating characteristic
  • FIG. 1 depicts Plasma ⁇ SILK for ⁇ 38, ⁇ 40, and ⁇ 42.
  • FIG. 1 A shows the average isotopic enrichment time course profiles normalized to plasma leucine for plasma ⁇ 38 (blue), ⁇ 40 (green), and ⁇ 42 (red) (mean +/- 95% CI) by labeling protocol (left: IV bolus; right: oral).
  • Kinetic profiles of all three isoforms appear similar between labeling protocols, with ⁇ 38 reaching its labeling peak before ⁇ 40 and ⁇ 42.
  • FIG. 1 A shows the average isotopic enrichment time course profiles normalized to plasma leucine for plasma ⁇ 38 (blue), ⁇ 40 (green), and ⁇ 42 (red) (mean +/- 95% CI) by labeling protocol (left: IV bolus; right: oral).
  • Kinetic profiles of all three isoforms appear similar between labeling protocols, with ⁇ 38 reaching its labeling peak before ⁇ 40 and ⁇ 42.
  • FIG. 1 B shows the average isotopic enrichment ratios for plasma ⁇ 38/ ⁇ 40 displaying both amyloid groups on the same plot (blue, amyloid negative; red, amyloid positive) (mean +/- 95% CI) demonstrates similar rates of plasma ⁇ 38/ ⁇ 40 turnover regardless of amyloid status or labeling protocol (left, IV bolus; right, oral).
  • FIG. 1C shows the average isotopic enrichment ratios for plasma ⁇ 42/ ⁇ 40 displaying both amyloid groups on the same plot (blue, amyloid negative; red, amyloid positive) highlights the faster ⁇ 42 turnover kinetics in the amyloid positive group (mean +/- 95% CI) for both the IV-bolus (left) and oral-labeled groups (right).
  • FIG. 2A depicts the concentration of ⁇ 42/ ⁇ 40 over time averaged by clinical group (blue, amyloid negative; red, amyloid positive) (mean +/- 95% CI). Both ⁇ 42/ ⁇ 40 and ⁇ 42 concentrations were 10-15% lower in the amyloid positive group compared to the amyloid negative group at all time points measured.
  • FIG. 2B shows the concentrations of ⁇ 42 over time averaged by clinical group (blue, amyloid negative; red, amyloid positive) (mean +/- 95% CI).
  • FIG. 2C shows the concentrations of ⁇ 42/ ⁇ 40 over time with individual participant time courses illustrates the consistency of concentration measurements (blue, amyloid negative; red, amyloid positive).
  • FIG. 3 depicts a graph showing that the concentration of
  • FIG. 3A shows the average ⁇ 42/ ⁇ 40 concentrations at all time points separated by amyloid status (with amyloid negative blue and amyloid positive red).
  • FIG. 3B shows ⁇ 42/ ⁇ 40 concentrations by amyloid status as an average of all time points (0 - 24 hours).
  • the ⁇ 42/ ⁇ 40 concentration was 0.1297 +/- 0.0033 in the amyloid negative group (blue) and 0.1 1 1 1 +/- 0.0019 in the amyloid positive group (red). This reflects a 14.3% lower ⁇ 42/ ⁇ 40 concentration in amyloid positive individuals compared to amyloid negative individuals overall, (p value ⁇ 0.0001 , mean +/- 95% CI shown).
  • FIG. 4 depicts a ROC curve analysis using average plasma
  • the ROC curve has an AUC of 0.8865, indicating good accuracy as a diagnostic test to detect ⁇ amyloidosis. Accordingly, a skilled artisan may use the ROC curve to select a threshold value where sensitivity and specificity both have acceptable values for a given clinical situation, and this value can be used in applying the test for diagnostic or treatment purposes.
  • FIG. 5 depicts a graph showing the concentration of plasma
  • FIG. 6 depicts graphs showing the effect of various plasma treatment conditions on the ⁇ 42/ ⁇ 40 ratio.
  • CARS-EDTA is a type of clinical EDTA tube used for blood collection.
  • FIG. 7 depicts stack column charts of the relative ⁇ 40 (left) and ⁇ 42 (right) recovery following sample processing as described in Example 3. Both ⁇ 40 and ⁇ 42 have the highest recovery (highest columns) from 10 ml_ pink top CARS EDTA (far right) among the tubes used, with 3.6 a.u. and 4.4 a.u., respectively. Percent yield of both ⁇ 40 and ⁇ 42 using additives (colored) were not significantly better than CARS tube with no additives (blue color on top of each column).
  • the present invention relates to blood-based methods for detecting ⁇ amyloidosis, and a system therefor. While ⁇ 42/ ⁇ 40 ratios in the CSF are decreased by about 50% in the presence of ⁇ amyloidosis, ⁇ 42/ ⁇ 40 ratios in blood are decreased on average by 14% in amyloid positive subjects as compared to amyloid negative subjects (see the Examples). Importantly, the methods and systems described herein measure plasma concentrations of individual ⁇ species with a high degree of precision. These precise measurements allow the small differences in plasma ⁇ 42 concentration between amyloid positive and amyloid negative subjects to be quantified accurately and therefore have clinical utility.
  • the systems of the present invention provide a cut-off value that has a sensitivity of about 95% and a specificity of about 70% for amyloid-positive subjects.
  • the systems of the present invention have a probability for detecting ⁇ amyloidosis equal to or greater than about 80%, more preferably 85%.
  • the present invention also relates to methods to inform and direct clinical decisions including, but not limited to, conducting further diagnostic tests, enrolling a subject in a clinical trial, and initiating or continuing medical treatment.
  • range such as from 1 to 6 should be considered to have specifically disclosed sub-ranges such as from 1 to 3, from 1 to 4, from 1 to 5, from 2 to 4, from 2 to 6, from 3 to 6 etc., as well as individual numbers within that range, for example, 1 , 2, 3, 4, 5, and 6, and decimals and fractions, for example, 1 .2, 3.8, 1 1 ⁇ 2, and 43 ⁇ 4 This applies regardless of the breadth of the range.
  • refers to peptides derived from a region in the carboxy terminus of a larger protein called amyloid precursor protein (APP).
  • APP amyloid precursor protein
  • the gene encoding APP is located on chromosome 21 .
  • ⁇ peptides are typically 37-43 amino acid sequences long, though they can have truncations and modifications changing their overall size. They can be found in soluble and insoluble compartments, in monomeric, oligomeric and aggregated forms, intracellular ⁇ or extracellularly, and may be complexed with other proteins or molecules.
  • the adverse or toxic effects of ⁇ may be attributable to any or all of the above noted forms, as well as to others not described specifically.
  • two such ⁇ isoforms include ⁇ 40 and ⁇ 42; with the ⁇ 42 isoform being particularly fibrillogenic or insoluble and associated with disease states.
  • typically refers to a plurality of ⁇ species without discrimination among individual ⁇ species. Specific ⁇ species are identified by the size of the peptide, e.g., ⁇ 42, ⁇ 40, ⁇ 38 etc.
  • ⁇ 42/ ⁇ 40 value means the ratio of the concentration of ⁇ 42 in a blood sample obtained from a subject compared to the concentration of ⁇ 40 in the same blood sample.
  • ⁇ 42/ ⁇ value means the ratio of the concentration of ⁇ 42 in a blood sample obtained from a subject compared to the concentration of another ⁇ species in the same blood sample.
  • ⁇ amyloidosis is clinically defined as evidence of ⁇ deposition in the brain.
  • a subject that is clinically determined to have ⁇ amyloidosis is referred to herein as "amyloid positive,” while a subject that is clinically determined to not have ⁇ amyloidosis is referred to herein as "amyloid negative.”
  • ⁇ amyloidosis likely exists before it is detectable by current techniques. Nonetheless, there are accepted indicators of ⁇ amyloidosis in the art.
  • ⁇ amyloidosis is typically identified by amyloid imaging (e.g., PiB PET, fluorbetapir, or other imaging methods known in the art) or by decreased cerebrospinal fluid (CSF) ⁇ 42 or a decreased CSF ⁇ 42/40 ratio.
  • amyloid imaging e.g., PiB PET, fluorbetapir, or other imaging methods known in the art
  • CSF cerebrospinal fluid
  • [ 11 C]PIB-PET imaging with mean cortical binding potential (MCBP) score > 0.18 is an indicator of ⁇ amyloidosis, as is cerebral spinal fluid (CSF) ⁇ 42
  • IP/MS immunoprecipitation and mass spectrometry
  • amyloidosis may or may not be symptomatic, and symptomatic subjects may or may not satisfy the clinical criteria for a disease associated with ⁇ amyloidosis.
  • symptoms associated with ⁇ amyloidosis may include impaired cognitive function, altered behavior, abnormal language function, emotional dysregulation, seizures, dementia, and impaired nervous system structure or function.
  • Diseases associated with ⁇ amyloidosis include, but are not limited to, Alzheimer's Disease (AD), cerebral amyloid angiopathy, Lewy body dementia, and inclusion body myositis.
  • Subjects with ⁇ amyloidosis are at an increased risk of developing a disease
  • ⁇ -free antibody or “substantially ⁇ - free antibody” refers to an anti- ⁇ antibody completely lacking ⁇ contamination or having such a small amount of bound ⁇ that the ⁇ contamination does not affect the performance of the antibody (e.g. "substantially free from ⁇ contamination").
  • Suitable methods for generating ⁇ -free antibody and substantially ⁇ -free antibody are known in the art.
  • the antibody preparation that is substantially ⁇ -free can be produced by culturing a hybridoma producing the desired anti- ⁇ antibody in serum-free medium, and optionally in the presence of a beta-secretase inhibitor and/or a gamma- secretase inhibitor. Methods of culturing and producing hybridomas are well known in the art.
  • the term "probability for detecting ⁇ amyloidosis” refers to the extent to which detection is likely to occur, and is an indicator of the accuracy of a diagnostic test.
  • the term "ROC” means "receiver operating characteristic”.
  • a ROC analysis may be used to evaluate the diagnostic performance, or predictive ability, of a test or a method of analysis.
  • a ROC graph is a plot of sensitivity and specificity of a test at various thresholds or cut-off values. Each point on a ROC curve represents the sensitivity and its respective specificity.
  • a threshold value can be selected based on an ROC curve to identify a point where sensitivity and specificity both have acceptable values, and this value can be used in applying the test for diagnostic purposes. If specificity only is optimized, then the test will be less likely to generate a false positive (diagnosis of the disease in more subjects who do not have the disease) at the cost of an increased likelihood that some cases of disease will not be identified (e.g. false negatives). If sensitivity is only optimized, the test will be more likely to identify most or all of the subjects with the disease, but will also diagnose the disease in more subjects who do not have the disease (e.g. false positives). A user is able to modify the parameters, and therefore select an ROC threshold value suitable for a given clinical situation, in ways that will be readily understood by those skilled in the art.
  • AUC area under the curve
  • sensitivity refers to the percentage of truly positive observations which is classified as such by a test, and indicates the proportion of subjects correctly identified as amyloid positive. In other words, sensitivity is equal to (true positive result)/[(true positive result)+(false negative result)].
  • the term "specificity” refers to the percentage of truly negative observations which is classified as such by a test, and indicates the proportion of subjects correctly identified as amyloid negative. In other words, the percentage of healthy people who are correctly identified as not having a condition. Specificity is equal to (true negative result)/[(true negative result)+(false positive result).
  • the range of the highest sensitivity is from 0.8 to 1 . In another embodiment, the range of the highest specificity is from 0.8 to 1 . In one embodiment, the range of the highest sensitivity is from 0.8 to 1 and the range of the highest specificity is from 0.8 to 1 .
  • the term "subject” refers to a mammal, preferably a human.
  • the mammals include, but are not limited to, humans, primates, livestock, rodents, and pets.
  • a subject may be waiting for medical care or treatment, may be under medical care or treatment, or may have received medical care or treatment.
  • the term "healthy control group,” "normal group” or a sample from a “healthy” subject means a subject, or group subjects, who is/are diagnosed by a physician as not suffering from ⁇ amyloidosis, or a clinical disease associated with ⁇ amyloidosis (including but not limited to Alzheimer's disease) based on qualitative or quantitative test results.
  • a "normal” subject is usually about the same age as the individual to be evaluated, including, but not limited, subjects of the same age and subjects within a range of 5 to 10 years.
  • blood sample refers to a biological sample derived from blood, preferably peripheral (or circulating) blood.
  • the blood sample can be whole blood, plasma or serum, although plasma is typically preferred.
  • the terms "treat,” “treating,” or “treatment” as used herein, refers to the provision of medical care by a trained and licensed professional to a subject in need thereof.
  • the medical care may be a diagnostic test, a therapeutic treatment, and/or a prophylactic or preventative measure.
  • the object of therapeutic and prophylactic treatments is to prevent or slow down (lessen) an undesired physiological change or disease/disorder.
  • Beneficial or desired clinical results of therapeutic or prophylactic treatments include, but are not limited to, alleviation of symptoms, diminishment of extent of disease, stabilized (i.e., not worsening) state of disease, a delay or slowing of disease progression, amelioration or palliation of the disease state, and remission (whether partial or total), whether detectable or undetectable.
  • Treatment can also mean prolonging survival as compared to expected survival if not receiving treatment.
  • Those in need of treatment include those already with the disease, condition, or disorder as well as those prone to have the disease, condition or disorder or those in which the disease, condition or disorder is to be prevented.
  • One aspect of the present invention is a blood-based method for detecting ⁇ amyloidosis.
  • the method comprises detecting and quantifying the concentration of ⁇ 42, and optionally one other ⁇ peptide, in a blood sample obtained from a subject, and comparing the ⁇ 42 concentration (or the ⁇ 42/ ⁇ value) to a predetermined threshold value.
  • the methods described herein measure plasma concentrations of individual ⁇ species with a high degree of precision. These precise measurements allow the small differences in plasma ⁇ 42 concentration between amyloid positive and amyloid negative subjects to be quantified accurately.
  • the method can be used to produce a system that has a probability for detecting ⁇ amyloidosis equal to or greater than about 80%, more preferably 85%.
  • the system can be used to establish to a cut-off value for amyloid-positive subjects that has a sensitivity of about 80% or higher and a specificity of about 70% or higher.
  • the method is not limited to a particular group of subjects.
  • the method may be incorporated into routine screening practices performed by general medical practitioners or specialists.
  • a subject may be a participant in a clinical trial, a subject at risk of developing ⁇ amyloidosis (e.g., due to known genetic, environmental, or lifestyle risks), a subject with at least one symptom of ⁇ amyloidosis, or a subject initiating or continuing treatment for ⁇
  • amyloidosis or a clinical disease associated with ⁇ amyloidosis.
  • the other ⁇ peptide may be ⁇ 40, ⁇ 38, or any other ⁇ peptide.
  • the other ⁇ peptide is ⁇ 40 or ⁇ 38.
  • a blood sample obtained from a subject is required.
  • a blood sample may contain ⁇ that is not modified to include a detectable label ("unlabeled ⁇ "), or the sample may contain in vivo labeled ⁇ .
  • the term "in vivo labeled ⁇ " refers to ⁇ that was labeled in vivo following administration of label to a subject.
  • Suitable labels are known in the art and include, but are not limited to, amino acids or amino acid precursors labeled with radioactive or non-radioactive isotopes. See, for example, US 20090142766 and US 201301 15716, each hereby incorporated by reference in its entirety.
  • in vivo labeling methods may increase the sensitivity of a detection method
  • an advantage of the present invention is that in vivo labeled ⁇ is not required.
  • the blood sample contains unlabeled ⁇ .
  • the blood sample does not contain in vivo labeled ⁇ .
  • the blood sample should typically be large enough to allow the measurement of ⁇ .
  • a typical blood sample may be from about 0.5 ml to about 10 ml. More than one sample may be pooled for a particular time point.
  • the blood sample may be collected directly as part of the method. Alternatively, a previously-obtained blood sample may be used. Methods of collecting a blood sample are well known in the art. For example, venipuncture, with or without a catheter, may be used to collect a blood sample. In another example, a finger stick, or the equivalent, may be used to collect a blood sample. Additives may or may not be added to the collected blood prior to plasma separation. Suitable additives include citrate, heparin, EDTA, Tween, and protease inhibitors.
  • the method of detecting and quantifying ⁇ in a blood sample can and will vary but should be sensitive and precise enough to accurately quantify the concentration of ⁇ in blood.
  • a non-limiting measurement of assay precision is the coefficient of variation (CV).
  • the CV may be less than 5%. In some embodiments, the CV may be about 2-3%.
  • Suitable methods are known in the art and include, but are not limited to, capture-specific assays, in particular antibody-based assays (e.g. ELISA, xMAP® technology, single molecule array
  • the method of detecting ⁇ may also be used to quantify the concentration of ⁇ .
  • quantification encompasses determining the ⁇ 42/ ⁇ value.
  • a blood sample typically in the form of a plasma sample, may be used directly. Generally, however, additional processing of the sample occurs prior to analyzing the sample.
  • one or more protease inhibitors are added to the sample.
  • protease inhibitors There are numerous commercial sources for protease inhibitors and protease inhibitor cocktails.
  • additional techniques may be used to separate ⁇ from other blood components (either partially or
  • immunoprecipitation may be used to partially or completely purify ⁇ before it is analyzed.
  • immunoprecipitation antibody may be attached to a solid support, such as a bead or resin.
  • a solid support such as a bead or resin.
  • immunoprecipitate multiple ⁇ peptides, while selection of an antibody that binds to the N- or C-terminus of ⁇ can be used to immunoprecipitate a subset of ⁇ peptide(s). Protocols for immunoprecipitations are known in the art. Other methods of separating or concentrating ⁇ may be used alone or in combination with immunoprecipitation. For example, chromatography techniques may be used to separate ⁇ (or fragments thereof) by size, hydrophobicity or affinity. ⁇ may also be cleaved into smaller peptides prior to detection. For instance, ⁇ may be enzymatically cleaved with a protease to create several small peptides. Suitable proteases include, but are not limited to, trypsin, Lys-N, Lys-C, and Arg-N.
  • a capture-specific assay is used. Prior to analyzing the sample, one or more protease inhibitors are added to the sample. The sample, now containing one or more protease inhibitor(s), is then analyzed to determine the concentration of ⁇ 42. In certain embodiments, the concentration of at least one other ⁇ peptide is also determined, for example ⁇ 40 and/or ⁇ 38.
  • the capture-specific reagent of the assay is an antibody that is
  • ⁇ -free substantially ⁇ -free.
  • high-resolution tandem mass spectrometry is used prior to analyzing the sample.
  • one or more protease inhibitors are added to the sample and then ⁇ is immunoprecipitated using an anti- ⁇ antibody, preferably an anti- ⁇ antibody that specifically binds all targeted ⁇ peptides.
  • the immunoprecipitation antibody is an antibody that is substantially ⁇ - free.
  • the bound ⁇ peptides are proteolytically digested. Suitable proteases include, but are not limited to, trypsin, Lys-N, Lys-C, and Arg-N.
  • Digestion may occur following elution or while the ⁇ peptides are bound to the immunoprecipitation antibody. Following one or more clean-up steps, digested ⁇ peptides are analyzed by a liquid chromatography system interfaced with a high-resolution tandem MS unit (LC- MS/MS).
  • LC- MS/MS high-resolution tandem MS unit
  • Additional processing of the sample may also occur prior to LC- MS/MS analysis.
  • the sample may be further processed following digestion by trichloroacetic acid (TCA) or trifluoroacetic acid (TFA) precipitation.
  • TCA trichloroacetic acid
  • TFA trifluoroacetic acid
  • PEG and other contaminants cause ion suppression of ⁇ peptides in the mass spectrometer.
  • TCA or TFA precipitation can reduce such contamination.
  • the sample may be further processed following digestion (and optional TCA/TFA precipitation) with peracids, in non-limiting examples, performic acid (PFA), peracetic acid (PAA), pertrifluroacetic acid (PTFA) and such other peracids.
  • peracids in non-limiting examples, performic acid (PFA), peracetic acid (PAA), pertrifluroacetic acid (PTFA) and such other peracids.
  • ⁇ amyloidosis occurs when the ⁇ 42 concentration (or ⁇ 42/ ⁇ value) in a blood sample obtained from a subject is lower than a predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects, and when the predetermined threshold is obtained by a system that provides a probability of detecting ⁇ amyloidosis equal to or greater than 80%, preferably at least about 85%.
  • system refers to the set of procedures used to determine a threshold value that discriminates amyloid positive subjects from amyloid negative subjects, including but not limited the reagents, the assay used to detect and quantify ⁇ , and the statistical methods used in the analysis.
  • a system has either been validated to perform at a level that has a probability of detecting ⁇ amyloidosis equal to or greater than 80%, or the system presently performs at said level even though validation has not been performed.
  • the method for detecting and quantifying ⁇ is selected from those disclosed in Section ll(b), and the predetermined threshold value and probability of detecting ⁇ amyloidosis is calculated by using a receiver operating characteristic (ROC) curve or other substantially similar method known in the art.
  • ROC receiver operating characteristic
  • an ROC curve may be generated using the covariates ⁇ 42 concentration (or ⁇ 42/ ⁇ value) and amyloid status (i.e. amyloid positive or amyloid negative) using blood samples obtained from amyloid positive or amyloid negative individuals of the same species as the subject.
  • a plot is thus generated, which can be used to determine the sensitivity and specificity of various ⁇ 42 concentrations (or ⁇ 42/ ⁇ values) for predicting amyloid status.
  • Area under the ROC curve may be used to evaluate the diagnostic accuracy. For example, an ROC AUC of 0.80 indicates there is an 80% probability that a randomly chosen individual with ⁇ amyloidosis would have lower plasma ⁇ 42/ ⁇ 40 value compared to a randomly chosen individual without ⁇ amyloidosis.
  • Various methods are known in the art for determining an optimal cut-off value that maximizes sensitivity and specificity to serve as a threshold for discriminating amyloid positive subjects.
  • the predetermined threshold is determined by a data point of the highest specificity at the highest sensitivity on the ROC curve.
  • Another aspect of the present invention is a blood-based biomarker of ⁇ amyloidosis, wherein the blood-based biomarker is an ⁇ 42/ ⁇ 40 value less than 0.126, determined by a system that provides a probability of detecting ⁇ amyloidosis equal to or greater than about 80%, more preferably 85%.
  • an ⁇ 42/ ⁇ 40 value that can be used to identify an amyloid positive subject is an ⁇ 42/ ⁇ 40 value less than 0.126.
  • a blood-based biomarker of ⁇ amyloidosis is an ⁇ 42/ ⁇ 40 value less than about 0.125, preferably less than about 0.124.
  • an ⁇ 42/ ⁇ 40 value that can be used to identify an amyloid positive subject may be less than about 0.123, less than about 0.120, or less than about 0.1 17. In another example, an ⁇ 42/ ⁇ 40 value that can be used to identify an amyloid positive subject may be less than about 0.1 15. In an exemplary embodiment, an ⁇ 42/ ⁇ 40 value that indicates a subject is amyloid positive is an ⁇ 42/ ⁇ 40 value of about 0.1 13 or less. In another exemplary embodiment, an ⁇ 42/ ⁇ 40 value that indicates a subject is amyloid positive is an ⁇ 42/ ⁇ 40 value of about 0.109 to about 0.1 13. In each of the above embodiments, the blood-based biomarker of ⁇ amyloidosis described above can be optionally combined with an additional biomarker to further improve the diagnostic accuracy.
  • Another aspect of the present invention is a blood-based biomarker of ⁇ amyloidosis, wherein the blood-based biomarker is an ⁇ 42/ ⁇ value, wherein ⁇ is an ⁇ peptide other than ⁇ 42 .
  • the blood-based biomarker is an ⁇ 42/ ⁇ value, wherein ⁇ is an ⁇ peptide other than ⁇ 42 .
  • Another aspect of the present invention is a method for identifying or classifying a subject as a candidate for further diagnostic testing and/or for therapeutic intervention.
  • the method comprises detecting and quantifying the concentration of ⁇ 42 and one other ⁇ peptide in a blood sample obtained from a subject, and identifying or classifying the subject as a candidate further diagnostic testing and/or therapeutic intervention when the subject tests positive for a blood-based biomarker of Section III or has a blood ⁇ 42 concentration (or a ratio of ⁇ 42
  • predetermined threshold value as described in Section II.
  • the method is not limited to a particular group of subjects.
  • the method may be incorporated into routine screening practices performed by general medical practitioners or specialists.
  • a subject may be a participant or potential participant in a clinical trial, a subject at risk of developing ⁇ amyloidosis (e.g., due to known genetic, environmental, or lifestyle risks), or a subject with at least one symptom of ⁇ amyloidosis.
  • a further diagnostic test is a cerebral spinal fluid (CSF) test to measure the concentration of one or more biomolecules found in the CSF.
  • CSF cerebral spinal fluid
  • a further diagnostic test is a neuroimaging test, such as a structural imaging test, a functional imaging test, or a molecular imaging test.
  • Structural imaging tests are typically performed by magnetic resonance imaging (MRI) and/or computed tomography (CT) to provide information about the shape, position, or volume of brain tissue.
  • Functional imaging tests are typically performed by positron emission testing (PET) and functional MRI (fMRI) to measure cellular activity in one or more regions of the brain.
  • PET positron emission testing
  • fMRI functional MRI
  • FDG fluorodeoxyglucose
  • technologies including PET, fMRI, and single photon emission computed tomography (SPECT).
  • SPECT single photon emission computed tomography
  • a molecular imaging test include Pittsburgh compound B (PIB)- PET, florbetaben-PET, florbetapir-PET, and flutemetamol-PET.
  • the methods disclosed herein may also be used to identify subjects in need of therapeutic intervention.
  • therapeutic intervention may slow, inhibit or reverse amyloid deposition. Until such interventions advance from clinical trial stages, the methods disclosed herein may be used to identify subjects for enrollment in clinical trials and/or evaluate a subject's status during a clinical trial.
  • therapeutic intervention may slow or inhibit the worsening of the symptom and/or slow, inhibit, or prevent the onset of new symptoms.
  • Another aspect of the invention is a method for treating a subject with a non-pharmacological treatment, a pharmacological treatment, or an imaging agent based on the subject's positive test result for a blood-based biomarker of Section III or the subject's blood ⁇ 42 concentration (or a ratio of ⁇ 42 concentration to the concentration of another ⁇ peptide) as described in Section II.
  • the method comprises measuring the ⁇ 42 concentration in a blood sample obtained from a subject, wherein the subject is diagnosed with ⁇ amyloidosis when the ⁇ 42 concentration is less than a
  • predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects and the predetermined threshold is obtained by a system that provides a probability of detecting ⁇ amyloidosis equal to or greater than 80%, preferably at least about 85%; and administering a treatment to the diagnosed subject.
  • the predetermined threshold value can be set as required by situational circumstances. For example, in certain clinical situations it may be desirable to minimize false-positive rates. These clinical situations may include, but are not limited to, the use of an experimental treatment (e.g., in a clinical trial) or the use of a treatment associated with serious adverse events and/or a higher than average number of side effects.
  • Non-limiting examples may include treatment with a non-pharmacological intervention, the use of a treatment with a good risk-benefit profile, or treatment with a functional imaging agent, a molecular imaging agent (e.g., a radioimaging agent, etc.) followed by detection with PET, fMRI, SPECT, or the like.
  • the method further comprises measuring the concentration of another ⁇ variant ( ⁇ ) in the blood sample, wherein the subject is diagnosed with ⁇ amyloidosis when the blood ⁇ 42/ ⁇ value is less than a predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects.
  • is ⁇ 42, ⁇ 40, or ⁇ 38.
  • the method comprises requesting a test that provides the results of an analysis determining whether the subject has an ⁇ 42 blood concentration less than a predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects, wherein the ⁇ 42 blood concentration was obtained by a system that provides a probability of detecting
  • ⁇ amyloidosis equal to or greater than 80%, preferably at least about 85%; diagnosing the subject with ⁇ amyloidosis when the test results indicate the subject's ⁇ 42 blood concentration is less than a predetermined threshold value; and administering a treatment to the diagnosed subject.
  • Requesting at test may refer to a physician requesting or ordering a test from a third party, from an in-house laboratory facility, or from a scientific lab capable of performing the test.
  • the predetermined threshold value can be set as required by situational circumstances. For example, in certain clinical situations it may be desirable to minimize false-positive rates.
  • These clinical situations may include, but are not limited to, the use of an experimental treatment (e.g., in a clinical trial) or the use of a treatment associated with serious adverse events and/or a higher than average number of side effects. Alternatively, it may be desirable to minimize false-negative rates in other clinical situations.
  • Non- limiting examples may include treatment with a non-pharmacological intervention, the use of a treatment with a good risk-benefit profile, or treatment with a functional imaging agent, a molecular imaging agent (e.g., a radioimaging agent, etc.) followed by detection with PET, fMRI, SPECT, or the like.
  • a molecular imaging agent e.g., a radioimaging agent, etc.
  • the method further comprises requesting a test that provides the results of an analysis determining whether the patient has a blood ⁇ 42/ ⁇ value less than a predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects; and diagnosing the subject with ⁇ amyloidosis when the test results indicated the subject's blood ⁇ 42/ ⁇ value is less than a predetermined threshold value.
  • is ⁇ 42, ⁇ 40, or ⁇ 38.
  • the method comprises measuring the ⁇ 42 concentration and the ⁇ 40 concentration in a blood sample obtained from a subject, wherein the subject is diagnosed with ⁇ amyloidosis when the calculated ⁇ 42/ ⁇ 40 value is less than 0.126, as determined by a system that provides a probability of detecting ⁇ amyloidosis equal to or greater than 80%, or optionally equal to or greater than about 85%; and administering a treatment to the diagnosed subject.
  • the ⁇ 42/ ⁇ 40 value may be less than about 0.124, less than about 0.123, or less than about 0.120.
  • the ⁇ 42/ ⁇ 40 value may be less than about 0.1 17 or less than about 0.1 15.
  • the ⁇ 42/ ⁇ 40 value may be less about 0.1 13 or less. Alternatively, the ⁇ 42/ ⁇ 40 value may be about 0.109 to about 0.1 13.
  • the treatment may be a non-pharmacological treatment, a pharmacological treatment, or treatment with an imaging agent followed by detection of the imaging agent (e.g. with PET, fMRI, SPECT, or the like).
  • the method comprises requesting a test that provides the results of an analysis determining whether the subject has an ⁇ 42/ ⁇ 40 blood value less than 0.126, as determined by a system that provides a probability of detecting ⁇ amyloidosis equal to or greater than 80%, or optionally equal to or greater than about 85%; diagnosing the subject with ⁇ amyloidosis when the test results indicate the subject's blood ⁇ 42/ ⁇ 40 value is less than 0.126, and
  • the ⁇ 42/ ⁇ 40 value may be less than about 0.124, less than about 0.123, less than about 0.120, or less than about 0.1 17. In still further embodiments, the ⁇ 42/ ⁇ 40 value may be less than about 0.1 15, or a value of about 0.1 13 or less. Alternatively, the ⁇ 42/ ⁇ 40 value may be about 0.109 to about 0.1 13.
  • the treatment may be a non-pharmacological treatment, a pharmacological treatment, or treatment with an imaging agent followed by detection with PET, fMRI, SPECT, or the like.
  • Non-limiting examples of non-pharmacological treatments include cognitive behavioral therapy, psychotherapy, behavioral management therapy,
  • Non-limiting examples of pharmacological treatments include cholinesterase inhibitors, N-methyl D-aspartate (NMDA) antagonists, antidepressants (e.g., selective serotonin reuptake inhibitors, atypical antidepressants, aminoketones, selective serotonin and norepinephrine reuptake inhibitors, tricyclic antidepressants, etc.), gamma-secretase inhibitors, beta- secretase inhibitors, anti- ⁇ antibodies (including antigen-binding fragments, variants, or derivatives thereof), anti-tau antibodies (including antigen- binding fragments, variants, or derivatives thereof), stem cells, dietary supplements (e.g.
  • TRx0237 methylthionimium chloride, etc.
  • therapies to improve blood sugar control e.g., insulin, exenatide, liraglutide pioglitazone, etc.
  • anti-inflammatory agents e.g., insulin, exenatide, liraglutide pioglitazone, etc.
  • anti-inflammatory agents e.g., insulin, exenatide, liraglutide pioglitazone, etc.
  • phosphodiesterase 9A inhibitors e.g., insulin, exenatide, liraglutide pioglitazone, etc.
  • sigma-1 receptor agonists e.g., sigma-1 receptor agonists, kinase inhibitors, angiotensin receptor blockers, CB1 and/or CB2 endocannabinoid receptor partial agonists, ⁇ -2 adrenergic receptor agonists, nicotinic acetylcholine receptor agonists
  • Non-limiting examples of imaging agents include functional imaging agents (e.g. fluorodeoxyglucose, etc.) and molecular imaging agents (e.g., Pittsburgh compound B, florbetaben, florbetapir, flutemetamol, radionuclide-labeled antibodies, etc.)
  • functional imaging agents e.g. fluorodeoxyglucose, etc.
  • molecular imaging agents e.g., Pittsburgh compound B, florbetaben, florbetapir, flutemetamol, radionuclide-labeled antibodies, etc.
  • CDR 0 Clinical Dementia Rating sum of boxes score of 0 (CDR 0) were determined to be amyloid negative by [ 11 C]PIB-PET imaging with mean cortical binding potential (MCBP) score of ⁇ 0.18 when available and CSF ⁇ 42 concentration of 1 ng/ml or higher by
  • IP/MS immunoprecipitation/mass spectrometry
  • the tracer was administered orally by mixing 800 mg of L-[U-13C6] leucine in 300 ml of grape Kool-aid mixed with sucralose sweetener. Participants had 10 minutes to consume the dose followed by a rinse of an additional 100 ml of grade Kool-aid mixed with sucralose sweetener without leucine. Following baseline blood samples, L-[U-13C6] leucine was infused as an IV bolus over 10 minutes. Sixteen of the amyloid negative participants received IV bolus labeling and the remaining 7 received oral labeling. Fifteen of the amyloid positive participants received IV bolus labeling and the remaining three received oral labeling.
  • the beads were washed twice with 1 ml_ aliquots of 1X PBS and twice with 1 ml_ aliquots of 100 mM Triethylammonium bicarbonate (TEABC, Sigma #17902). Washed beads were then aspirated to dryness and treated with 50 ⁇ _ of neat formic acid (Fisher #A1 17-50) to elute ⁇ species from the antibody-bead complex. The formic acid supernatant was transferred to a new 1 .7 mL polypropylene tube and dried in vacuo without heat. The resulting dried precipitate was then treated with 50 ⁇ _ acetonitrile and dried again in vacuo without heat to remove any residual formic acid.
  • TEABC Triethylammonium bicarbonate
  • Reconstituted digests were loaded via direct injection from a 5 ⁇ _ sample loop onto a Waters 100 X 0.075 mm Acquity M-class HSS T3 column at 10% ACN in 0.1 % formic acid with a flow rate of 600 nL/min for twelve minutes. Peptides were then resolved using a 10 minute linear gradient at 300 nL/min from 10% ACN in 0.1 % formic acid to 35% ACN in 0.1 % formic acid. The initial gradient was followed by a steeper linear gradient to 90% ACN in 0.1 % formic acid over 5 minutes also at 300 nL/min. The column was washed with 90% ACN in 0.1 % formic acid for an additional 2 minutes at 600 nL/min prior to re-equilibration to initial conditions for 5 minutes also at 600 nL/min.
  • FIG. 3A An average of ⁇ concentrations over the time period demonstrates excellent precision for identifying CNS amyloidosis (FIG. 3B).
  • FIG. 3B Regarding the diagnostic accuracy of amyloidosis, CNS amyloidosis with plasma normal results were rare, while CNS non- amyloidosis with plasma positive was more common.
  • a similar pattern of decreased ⁇ 42/ ⁇ 40 ratios in the presence of amyloidosis is observed in CSF, which is hypothesized to be due to ⁇ 42 concentrations decreasing before detection of accumulation by amyloid PET.
  • a standard protocol for blood collection is in 10 ml_ pink top CARS EDTA tubes. Plasma separates from red cell when spun down, collected, aliquoted into 1 ml_ Axygen tubes, and stored at -80C until use. There was the uncertainty whether or not the blood collection procedure was optimal for the maximum recovery of the ⁇ . Therefore, an experiment was designed to determine which of EDTA, Heparin and Citrate containing tubes would be ideal for blood collection for stable ⁇ measurements. In addition, several additives were tested at the blood collection step in these various tubes, with the CARS EDTA tubes in the standard protocol used as a control, for each tube and additive being tested.
  • Plasma ⁇ 40 analyzed from CARS Heparin tubes were about 10% lower compared to CARS EDTA tubes, whereas citrate made no difference.
  • ⁇ 42 analyzed from CARS Heparin tubes were about 15% and citrate tubes about 10% lower than analyzed from CARS EDTA tubes. More importantly, ⁇ [42/40] ratios measured were more stable in CARS EDTA tubes, even with a freeze-thaw of the plasma samples. Freeze-thaw had no distinctive effect on plasma ⁇ 42 and ⁇ 40 measured, resulting in very reproducible ⁇ [42/40] ratios from CARS EDTA tubes. In conclusion, none of the tubes and additives tested performed better than the 10 mL pink top CARS EDTA tubes used for blood collection.

Landscapes

  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Hematology (AREA)
  • Chemical & Material Sciences (AREA)
  • Urology & Nephrology (AREA)
  • Molecular Biology (AREA)
  • Immunology (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Medicinal Chemistry (AREA)
  • Microbiology (AREA)
  • Biotechnology (AREA)
  • Neurosurgery (AREA)
  • Neurology (AREA)
  • Food Science & Technology (AREA)
  • Cell Biology (AREA)
  • Physics & Mathematics (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Pathology (AREA)
  • Investigating Or Analysing Biological Materials (AREA)

Abstract

The present disclosure provides methods for blood-based examination useful to identify subjects with Αβ amyloidosis and/or to identify subjects who should or should not undergo further testing or treatment for Αβ amyloidosis, as well as methods for treating subjects diagnosed with Αβ amyloidosis by the methods disclosed herein.

Description

BLOOD-BASED METHODS FOR DETERMINING Αβ AMYLOIDOSIS
GOVERNMENTAL RIGHTS
[0001 ] This invention was made with government support under
NS065667 awarded by the National Institutes of Health. The government has certain rights in the invention.
CROSS-REFERENCE TO RELATED APPLICATIONS
[0002] This application claims priority to U.S. provisional application number 62/492,718, filed May 1 , 2017, U.S. provisional application number 62/515,294, filed June 5, 2017, and U.S. provisional application number 62/532,793, filed July 14, 2017, each of which is hereby incorporated by reference in its entirety.
FIELD OF THE INVENTION
[0003] The present invention relates to methods for blood-based examination useful to identify subjects with Αβ amyloidosis and/or to identify subjects who should or should not undergo further testing or treatment for Αβ amyloidosis, as well as methods for treating subjects diagnosed with Αβ amyloidosis by the methods disclosed herein.
BACKGROUND OF THE INVENTION
[0004] Aggregation and accumulation of amyloid-beta (Αβ) in the central nervous system, particularly Αβ42, is implicated in the pathogenesis of several neurodegenerative diseases. Unfortunately, current methods for clinically defined evidence of Αβ deposition have a number of limitations. Neuroimaging studies have emerged as tools for detection of cerebral Αβ amyloidosis; however, their use is limited by expense and availability. Furthermore, dysregulated Αβ kinetics may precede imaging-based amyloid detection by many years. Decreased cerebrospinal fluid (CSF) Αβ42 levels and increased CSF tau are associated with amyloidosis and risk of progression to dementia. However, CSF collection has perceived invasiveness, requires specialty training with relatively few practitioners for screening large numbers, and standardization of CSF biomarkers for clinical use is lacking.
[0005] A blood-based marker of Αβ amyloidosis would have many advantages, including cost, speed, and accessibility. However, prior studies attempting to correlate blood Αβ42 levels with central nervous system amyloidosis have not demonstrated highly significant differences.
[0006] Accordingly, there remains a need in the art for methods and compositions which allow for accurate and specific measurements of Αβ in blood.
SUMMARY OF THE INVENTION
[0007] In an embodiment, the present invention provides a method for detecting Αβ amyloidosis, the method comprising: (a) measuring the concentration of Αβ42 and Αβ40 in a blood sample obtained from the subject, and then calculating the Αβ42/Αβ40 concentration ratio; and (b) identifying the subject as amyloid d positive when the Αβ42/Αβ40 concentration ratio is less than 0.126, and the Αβ42/Αβ40 concentration ratio is obtained by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than about 85%.
[0008] In an embodiment, the present invention provides a method for detecting Αβ amyloidosis, the method comprising: (a) measuring the concentration of Αβ42 and Αβ40 in a blood sample obtained from the subject, and then calculating the Αβ42/Αβ40 concentration ratio; and (b) comparing the Αβ42/Αβ40 concentration ratio obtained in step (a) to a predetermined threshold calculated by using a receiver operating characteristic (ROC) curve, and identifying the subject as a candidate further diagnostic testing and/or a therapeutic intervention when the Αβ42/Αβ40 concentration ratio is lower than the predetermined threshold; wherein the predetermined threshold is obtained by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than about 85%.
[0009] While multiple embodiments are disclosed, still other embodiments of the present invention will become apparent to those skilled in the art from the following detailed description, which shows and describes illustrative embodiments of the invention. Accordingly, the figures and detailed description are to be regarded as illustrative in nature and not restrictive.
BRIEF DESCRIPTION OF THE FIGURES
[0010] FIG. 1 depicts Plasma Αβ SILK for Αβ38, Αβ40, and Αβ42. FIG. 1 A shows the average isotopic enrichment time course profiles normalized to plasma leucine for plasma Αβ38 (blue), Αβ40 (green), and Αβ42 (red) (mean +/- 95% CI) by labeling protocol (left: IV bolus; right: oral). Kinetic profiles of all three isoforms appear similar between labeling protocols, with Αβ38 reaching its labeling peak before Αβ40 and Αβ42. FIG. 1 B shows the average isotopic enrichment ratios for plasma Αβ38/Αβ40 displaying both amyloid groups on the same plot (blue, amyloid negative; red, amyloid positive) (mean +/- 95% CI) demonstrates similar rates of plasma Αβ38/Αβ40 turnover regardless of amyloid status or labeling protocol (left, IV bolus; right, oral). FIG. 1C shows the average isotopic enrichment ratios for plasma Αβ42/Αβ40 displaying both amyloid groups on the same plot (blue, amyloid negative; red, amyloid positive) highlights the faster Αβ42 turnover kinetics in the amyloid positive group (mean +/- 95% CI) for both the IV-bolus (left) and oral-labeled groups (right).
[001 1 ] FIG. 2A depicts the concentration of Αβ42/Αβ40 over time averaged by clinical group (blue, amyloid negative; red, amyloid positive) (mean +/- 95% CI). Both Αβ42/Αβ40 and Αβ42 concentrations were 10-15% lower in the amyloid positive group compared to the amyloid negative group at all time points measured. FIG. 2B shows the concentrations of Αβ42 over time averaged by clinical group (blue, amyloid negative; red, amyloid positive) (mean +/- 95% CI). FIG. 2C shows the concentrations of Αβ42/Αβ40 over time with individual participant time courses illustrates the consistency of concentration measurements (blue, amyloid negative; red, amyloid positive).
[0012] FIG. 3 depicts a graph showing that the concentration of
Αβ42/Αβ40 remains relatively stable over time with measurable separation of clinical groups. FIG. 3A shows the average Αβ42/Αβ40 concentrations at all time points separated by amyloid status (with amyloid negative blue and amyloid positive red). FIG. 3B shows Αβ42/Αβ40 concentrations by amyloid status as an average of all time points (0 - 24 hours). On average, the Αβ42/Αβ40 concentration was 0.1297 +/- 0.0033 in the amyloid negative group (blue) and 0.1 1 1 1 +/- 0.0019 in the amyloid positive group (red). This reflects a 14.3% lower Αβ42/Αβ40 concentration in amyloid positive individuals compared to amyloid negative individuals overall, (p value < 0.0001 , mean +/- 95% CI shown).
[0013] FIG. 4 depicts a ROC curve analysis using average plasma
Αβ42/Αβ40 concentration ratios over 24 hours that were measured as described in Example 1 . The ROC curve has an AUC of 0.8865, indicating good accuracy as a diagnostic test to detect Αβ amyloidosis. Accordingly, a skilled artisan may use the ROC curve to select a threshold value where sensitivity and specificity both have acceptable values for a given clinical situation, and this value can be used in applying the test for diagnostic or treatment purposes.
[0014] FIG. 5 depicts a graph showing the concentration of plasma
Αβ42/Αβ40 as compared to CSF Αβ42/Αβ40 and MCBP. Amyloid positive subjects are indicated in blue and amyloid negative subjects are indicated in red. Experimental details regarding the subjects and measurement of CSF Αβ42/Αβ40 and MCBP can be found in the Example.
[0015] FIG. 6 depicts graphs showing the effect of various plasma treatment conditions on the Αβ42/Αβ40 ratio. "CARS-EDTA" is a type of clinical EDTA tube used for blood collection.
[0016] FIG. 7 depicts stack column charts of the relative Αβ40 (left) and Αβ42 (right) recovery following sample processing as described in Example 3. Both Αβ40 and Αβ42 have the highest recovery (highest columns) from 10 ml_ pink top CARS EDTA (far right) among the tubes used, with 3.6 a.u. and 4.4 a.u., respectively. Percent yield of both Αβ40 and Αβ42 using additives (colored) were not significantly better than CARS tube with no additives (blue color on top of each column).
[0017] Various embodiments of the present invention will be described in detail with reference to the figures, wherein like reference numerals represent like parts throughout the several views. Reference to various embodiments does not limit the scope of the invention. Figures represented herein are not limitations to the various embodiments according to the invention and are presented for exemplary illustration of the invention.
DETAILED DESCRIPTION OF THE INVENTION
[0018] The present invention relates to blood-based methods for detecting Αβ amyloidosis, and a system therefor. While Αβ42/ Αβ40 ratios in the CSF are decreased by about 50% in the presence of Αβ amyloidosis, Αβ42/ Αβ40 ratios in blood are decreased on average by 14% in amyloid positive subjects as compared to amyloid negative subjects (see the Examples). Importantly, the methods and systems described herein measure plasma concentrations of individual Αβ species with a high degree of precision. These precise measurements allow the small differences in plasma Αβ42 concentration between amyloid positive and amyloid negative subjects to be quantified accurately and therefore have clinical utility. The systems of the present invention provide a cut-off value that has a sensitivity of about 95% and a specificity of about 70% for amyloid-positive subjects. Alternatively, or in addition, the systems of the present invention have a probability for detecting Αβ amyloidosis equal to or greater than about 80%, more preferably 85%. Accordingly, the present invention also relates to methods to inform and direct clinical decisions including, but not limited to, conducting further diagnostic tests, enrolling a subject in a clinical trial, and initiating or continuing medical treatment. Other objects, advantages and features of the present invention will become apparent from the following description taken in conjunction with the accompanying figures.
[0019] The embodiments of this invention are not limited to particular method steps, which can vary and are understood by skilled artisans. It is further to be understood that all terminology used herein is for the purpose of describing particular embodiments only, and is not intended to be limiting in any manner or scope. For example, as used in this specification and the appended claims, the singular forms "a," "an" and "the" can include plural referents unless the content clearly indicates otherwise. Further, all units, prefixes, and symbols may be denoted in its SI accepted form. [0020] Numeric ranges recited within the specification are inclusive of the numbers defining the range and include each integer within the defined range.
Throughout this disclosure, various aspects of this invention are presented in a range format. It should be understood that the description in range format is merely for convenience and brevity and should not be construed as an inflexible limitation on the scope of the invention. Accordingly, the description of a range should be considered to have specifically disclosed all the possible sub-ranges, fractions, and individual numerical values within that range. For example, description of a range such as from 1 to 6 should be considered to have specifically disclosed sub-ranges such as from 1 to 3, from 1 to 4, from 1 to 5, from 2 to 4, from 2 to 6, from 3 to 6 etc., as well as individual numbers within that range, for example, 1 , 2, 3, 4, 5, and 6, and decimals and fractions, for example, 1 .2, 3.8, 1 ½, and 4¾ This applies regardless of the breadth of the range.
I. DEFINITIONS
[0021 ] So that the present invention may be more readily understood, certain terms are first defined. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which embodiments of the invention pertain. Many methods and materials similar, modified, or equivalent to those described herein can be used in the practice of the embodiments of the present invention without undue experimentation, the preferred materials and methods are described herein. In describing and claiming the embodiments of the present invention, the following terminology will be used in accordance with the definitions set out below.
[0022] The term "about," as used herein, refers to variation of in the numerical quantity that can occur, for example, through typical measuring techniques and equipment, with respect to any quantifiable variable, including, but not limited to, mass, volume, time, distance, wave length, frequency, voltage, current, and
electromagnetic field. Further, given solid and liquid handling procedures used in the real world, there is certain inadvertent error and variation that is likely through
differences in the manufacture, source, or purity of the ingredients used to make the compositions or carry out the methods and the like. The term "about" also encompasses these variations, which can be up to ± 5%, but can also be ± 4%, 3%, 2%, 1 %, etc. Whether or not modified by the term "about," the claims include
equivalents to the quantities.
[0023] The term "Αβ" refers to peptides derived from a region in the carboxy terminus of a larger protein called amyloid precursor protein (APP). The gene encoding APP is located on chromosome 21 . There are many forms of Αβ that may have toxic effects: Αβ peptides are typically 37-43 amino acid sequences long, though they can have truncations and modifications changing their overall size. They can be found in soluble and insoluble compartments, in monomeric, oligomeric and aggregated forms, intracellular^ or extracellularly, and may be complexed with other proteins or molecules. The adverse or toxic effects of Αβ may be attributable to any or all of the above noted forms, as well as to others not described specifically. For example, two such Αβ isoforms include Αβ40 and Αβ42; with the Αβ42 isoform being particularly fibrillogenic or insoluble and associated with disease states. The term "Αβ" typically refers to a plurality of Αβ species without discrimination among individual Αβ species. Specific Αβ species are identified by the size of the peptide, e.g., Αβ42, Αβ40, Αβ38 etc.
[0024] As used herein, the term "Αβ42/ Αβ40 value" means the ratio of the concentration of Αβ42 in a blood sample obtained from a subject compared to the concentration of Αβ40 in the same blood sample.
[0025] As used herein, the term "Αβ42/ Αβχχ value" means the ratio of the concentration of Αβ42 in a blood sample obtained from a subject compared to the concentration of another Αβ species in the same blood sample.
[0026] "Αβ amyloidosis" is clinically defined as evidence of Αβ deposition in the brain. A subject that is clinically determined to have Αβ amyloidosis is referred to herein as "amyloid positive," while a subject that is clinically determined to not have Αβ amyloidosis is referred to herein as "amyloid negative." Αβ amyloidosis likely exists before it is detectable by current techniques. Nonetheless, there are accepted indicators of Αβ amyloidosis in the art. At the time of this disclosure, Αβ amyloidosis is typically identified by amyloid imaging (e.g., PiB PET, fluorbetapir, or other imaging methods known in the art) or by decreased cerebrospinal fluid (CSF) Αβ42 or a decreased CSF Αβ42/40 ratio. [11C]PIB-PET imaging with mean cortical binding potential (MCBP) score > 0.18 is an indicator of Αβ amyloidosis, as is cerebral spinal fluid (CSF) Αβ42
concentration of about 1 ng/ml by immunoprecipitation and mass spectrometry (IP/MS)). Values such as these, or others known in the art, may be used alone or in combination to clinically confirm Αβ amyloidosis. See, for example, Klunk W E et al. Ann Neurol 55(3) 2004, Fagan A M et al. Ann Neurol, 2006, 59(3), Patterson et. al, Annals of Neurology, 2015, 78(3): 439-453, or Johnson et al., J. Nuc. Med., 2013, 54(7): 101 1 - 1013, each hereby incorporated by reference in its entirety. Subjects with Αβ
amyloidosis may or may not be symptomatic, and symptomatic subjects may or may not satisfy the clinical criteria for a disease associated with Αβ amyloidosis. Non-limiting examples of symptoms associated with Αβ amyloidosis may include impaired cognitive function, altered behavior, abnormal language function, emotional dysregulation, seizures, dementia, and impaired nervous system structure or function. Diseases associated with Αβ amyloidosis include, but are not limited to, Alzheimer's Disease (AD), cerebral amyloid angiopathy, Lewy body dementia, and inclusion body myositis. Subjects with Αβ amyloidosis are at an increased risk of developing a disease
associated with Αβ amyloidosis.
[0027] As used herein, the term "Αβ-free antibody" or "substantially Αβ- free antibody" refers to an anti-Αβ antibody completely lacking Αβ contamination or having such a small amount of bound Αβ that the Αβ contamination does not affect the performance of the antibody (e.g. "substantially free from Αβ contamination"). Suitable methods for generating Αβ-free antibody and substantially Αβ-free antibody are known in the art. For example, the antibody preparation that is substantially Αβ-free can be produced by culturing a hybridoma producing the desired anti-Αβ antibody in serum-free medium, and optionally in the presence of a beta-secretase inhibitor and/or a gamma- secretase inhibitor. Methods of culturing and producing hybridomas are well known in the art.
[0028] As used herein, the term "probability for detecting Αβ amyloidosis" refers to the extent to which detection is likely to occur, and is an indicator of the accuracy of a diagnostic test. [0029] As used herein, the term "ROC" means "receiver operating characteristic". A ROC analysis may be used to evaluate the diagnostic performance, or predictive ability, of a test or a method of analysis. A ROC graph is a plot of sensitivity and specificity of a test at various thresholds or cut-off values. Each point on a ROC curve represents the sensitivity and its respective specificity. A threshold value can be selected based on an ROC curve to identify a point where sensitivity and specificity both have acceptable values, and this value can be used in applying the test for diagnostic purposes. If specificity only is optimized, then the test will be less likely to generate a false positive (diagnosis of the disease in more subjects who do not have the disease) at the cost of an increased likelihood that some cases of disease will not be identified (e.g. false negatives). If sensitivity is only optimized, the test will be more likely to identify most or all of the subjects with the disease, but will also diagnose the disease in more subjects who do not have the disease (e.g. false positives). A user is able to modify the parameters, and therefore select an ROC threshold value suitable for a given clinical situation, in ways that will be readily understood by those skilled in the art.
[0030] Another useful feature of the ROC curve is an area under the curve (AUC) value, which quantifies the overall ability of the test to discriminate between different sample properties, in this case to discriminate between those subjects with Αβ amyloidosis (i.e. amyloid positive) and those without Αβ amyloidosis (i.e. amyloid negative). A test that is no better at identifying true positives than random chance will generate a ROC curve with an AUC of 0.5. A test having perfect specificity and sensitivity (i.e., generating no false positives and no false negatives) will have an AUC of 1 .00. In reality, most tests will have an AUC somewhere between these two values.
[0031 ] As used herein, the term "sensitivity" refers to the percentage of truly positive observations which is classified as such by a test, and indicates the proportion of subjects correctly identified as amyloid positive. In other words, sensitivity is equal to (true positive result)/[(true positive result)+(false negative result)].
[0032] As used herein, the term "specificity" refers to the percentage of truly negative observations which is classified as such by a test, and indicates the proportion of subjects correctly identified as amyloid negative. In other words, the percentage of healthy people who are correctly identified as not having a condition. Specificity is equal to (true negative result)/[(true negative result)+(false positive result).
[0033] In one embodiment, the range of the highest sensitivity is from 0.8 to 1 . In another embodiment, the range of the highest specificity is from 0.8 to 1 . In one embodiment, the range of the highest sensitivity is from 0.8 to 1 and the range of the highest specificity is from 0.8 to 1 .
[0034] As used herein, the term "subject" refers to a mammal, preferably a human. The mammals include, but are not limited to, humans, primates, livestock, rodents, and pets. A subject may be waiting for medical care or treatment, may be under medical care or treatment, or may have received medical care or treatment.
[0035] As used herein, the term "healthy control group," "normal group" or a sample from a "healthy" subject means a subject, or group subjects, who is/are diagnosed by a physician as not suffering from Αβ amyloidosis, or a clinical disease associated with Αβ amyloidosis (including but not limited to Alzheimer's disease) based on qualitative or quantitative test results. A "normal" subject is usually about the same age as the individual to be evaluated, including, but not limited, subjects of the same age and subjects within a range of 5 to 10 years.
[0036] As used herein, the term "blood sample" refers to a biological sample derived from blood, preferably peripheral (or circulating) blood. The blood sample can be whole blood, plasma or serum, although plasma is typically preferred.
[0037] The terms "treat," "treating," or "treatment" as used herein, refers to the provision of medical care by a trained and licensed professional to a subject in need thereof. The medical care may be a diagnostic test, a therapeutic treatment, and/or a prophylactic or preventative measure. The object of therapeutic and prophylactic treatments is to prevent or slow down (lessen) an undesired physiological change or disease/disorder. Beneficial or desired clinical results of therapeutic or prophylactic treatments include, but are not limited to, alleviation of symptoms, diminishment of extent of disease, stabilized (i.e., not worsening) state of disease, a delay or slowing of disease progression, amelioration or palliation of the disease state, and remission (whether partial or total), whether detectable or undetectable. "Treatment" can also mean prolonging survival as compared to expected survival if not receiving treatment. Those in need of treatment include those already with the disease, condition, or disorder as well as those prone to have the disease, condition or disorder or those in which the disease, condition or disorder is to be prevented.
II. METHOD FOR DETECTING AB AMYLOIDOSIS
[0038] One aspect of the present invention is a blood-based method for detecting Αβ amyloidosis. Generally speaking, the method comprises detecting and quantifying the concentration of Αβ42, and optionally one other Αβ peptide, in a blood sample obtained from a subject, and comparing the Αβ42 concentration (or the Αβ42/ Αβχχ value) to a predetermined threshold value. Importantly, the methods described herein measure plasma concentrations of individual Αβ species with a high degree of precision. These precise measurements allow the small differences in plasma Αβ42 concentration between amyloid positive and amyloid negative subjects to be quantified accurately. As a result, the method can be used to produce a system that has a probability for detecting Αβ amyloidosis equal to or greater than about 80%, more preferably 85%. Alternatively, or in addition, the system can be used to establish to a cut-off value for amyloid-positive subjects that has a sensitivity of about 80% or higher and a specificity of about 70% or higher.
[0039] The method is not limited to a particular group of subjects. For example, the method may be incorporated into routine screening practices performed by general medical practitioners or specialists. In various other embodiments, a subject may be a participant in a clinical trial, a subject at risk of developing Αβ amyloidosis (e.g., due to known genetic, environmental, or lifestyle risks), a subject with at least one symptom of Αβ amyloidosis, or a subject initiating or continuing treatment for Αβ
amyloidosis or a clinical disease associated with Αβ amyloidosis.
[0040] In embodiments that measure the concentration of Αβ42 and at least one other Αβ peptide (Αβχχ), the other Αβ peptide may be Αβ40, Αβ38, or any other Αβ peptide. In preferred embodiments, the other Αβ peptide is Αβ40 or Αβ38.
(a) blood sample [0041 ] A blood sample obtained from a subject is required. A blood sample may contain Αβ that is not modified to include a detectable label ("unlabeled Αβ"), or the sample may contain in vivo labeled Αβ. The term "in vivo labeled Αβ" refers to Αβ that was labeled in vivo following administration of label to a subject. Suitable labels are known in the art and include, but are not limited to, amino acids or amino acid precursors labeled with radioactive or non-radioactive isotopes. See, for example, US 20090142766 and US 201301 15716, each hereby incorporated by reference in its entirety. Although in vivo labeling methods may increase the sensitivity of a detection method, an advantage of the present invention is that in vivo labeled Αβ is not required. In a preferred embodiment, the blood sample contains unlabeled Αβ. In another preferred embodiment, the blood sample does not contain in vivo labeled Αβ.
[0042] The blood sample should typically be large enough to allow the measurement of Αβ. A typical blood sample may be from about 0.5 ml to about 10 ml. More than one sample may be pooled for a particular time point. The blood sample may be collected directly as part of the method. Alternatively, a previously-obtained blood sample may be used. Methods of collecting a blood sample are well known in the art. For example, venipuncture, with or without a catheter, may be used to collect a blood sample. In another example, a finger stick, or the equivalent, may be used to collect a blood sample. Additives may or may not be added to the collected blood prior to plasma separation. Suitable additives include citrate, heparin, EDTA, Tween, and protease inhibitors.
(b) detecting and quantifying Αβ peptides
[0043] The method of detecting and quantifying Αβ in a blood sample can and will vary but should be sensitive and precise enough to accurately quantify the concentration of Αβ in blood. A non-limiting measurement of assay precision is the coefficient of variation (CV). In some embodiments, the CV may be less than 5%. In some embodiments, the CV may be about 2-3%. [Expand] Suitable methods are known in the art and include, but are not limited to, capture-specific assays, in particular antibody-based assays (e.g. ELISA, xMAP® technology, single molecule array
(SIMOA™) technology, etc.), and high resolution mass spectrometry. Generally speaking, the method of detecting Αβ may also be used to quantify the concentration of Αβ. In some embodiments, quantification encompasses determining the Αβ42/ Αβχχ value.
[0044] A blood sample, typically in the form of a plasma sample, may be used directly. Generally, however, additional processing of the sample occurs prior to analyzing the sample. In a preferred embodiment, one or more protease inhibitors are added to the sample. There are numerous commercial sources for protease inhibitors and protease inhibitor cocktails. In various other embodiments, additional techniques may be used to separate Αβ from other blood components (either partially or
completely), or to concentrate the Αβ in a sample. As an example, immunoprecipitation may be used to partially or completely purify Αβ before it is analyzed. The
immunoprecipitation antibody may be attached to a solid support, such as a bead or resin. Use of an antibody that binds to the mid-domain of Αβ can be used to
immunoprecipitate multiple Αβ peptides, while selection of an antibody that binds to the N- or C-terminus of Αβ can be used to immunoprecipitate a subset of Αβ peptide(s). Protocols for immunoprecipitations are known in the art. Other methods of separating or concentrating Αβ may be used alone or in combination with immunoprecipitation. For example, chromatography techniques may be used to separate Αβ (or fragments thereof) by size, hydrophobicity or affinity. Αβ may also be cleaved into smaller peptides prior to detection. For instance, Αβ may be enzymatically cleaved with a protease to create several small peptides. Suitable proteases include, but are not limited to, trypsin, Lys-N, Lys-C, and Arg-N.
[0045] In one embodiment, a capture-specific assay is used. Prior to analyzing the sample, one or more protease inhibitors are added to the sample. The sample, now containing one or more protease inhibitor(s), is then analyzed to determine the concentration of Αβ42. In certain embodiments, the concentration of at least one other Αβ peptide is also determined, for example Αβ40 and/or Αβ38. In a preferred embodiment, the capture-specific reagent of the assay is an antibody that is
substantially Αβ-free. [0046] In another embodiment, high-resolution tandem mass spectrometry is used. Prior to analyzing the sample, one or more protease inhibitors are added to the sample and then Αβ is immunoprecipitated using an anti-Αβ antibody, preferably an anti-Αβ antibody that specifically binds all targeted Αβ peptides. In a preferred embodiment, the immunoprecipitation antibody is an antibody that is substantially Αβ- free. Following one or more wash steps, the bound Αβ peptides are proteolytically digested. Suitable proteases include, but are not limited to, trypsin, Lys-N, Lys-C, and Arg-N. Digestion may occur following elution or while the Αβ peptides are bound to the immunoprecipitation antibody. Following one or more clean-up steps, digested Αβ peptides are analyzed by a liquid chromatography system interfaced with a high-resolution tandem MS unit (LC- MS/MS).
[0047] Additional processing of the sample may also occur prior to LC- MS/MS analysis. For example, the sample may be further processed following digestion by trichloroacetic acid (TCA) or trifluoroacetic acid (TFA) precipitation. Due to the high plasma protein to Αβ concentration ratio, and polymer and near-isobaric contamination (e.g., PEG or other buffer components), at the higher retention times that Αβ is detected by LC-MS/MS, accurate measurement of Αβ can be problematic when processing plasma. As a result, PEG and other contaminants cause ion suppression of Αβ peptides in the mass spectrometer. Beneficially, TCA or TFA precipitation can reduce such contamination. Alternatively, or in addition, the sample may be further processed following digestion (and optional TCA/TFA precipitation) with peracids, in non-limiting examples, performic acid (PFA), peracetic acid (PAA), pertrifluroacetic acid (PTFA) and such other peracids. This results in derivatization of Αβ to make it less hydrophobic and subsequently moving it away from the retention times of many hydrophobic contaminants.
[0048] In an exemplary embodiment, the mass spectrometry protocol outlined in the Examples is used.
(c) comparison to a predetermined threshold value
[0049] Detection of Αβ amyloidosis occurs when the Αβ42 concentration (or Αβ42/ Αβχχ value) in a blood sample obtained from a subject is lower than a predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects, and when the predetermined threshold is obtained by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than 80%, preferably at least about 85%.
[0050] As used herein, the term "system" refers to the set of procedures used to determine a threshold value that discriminates amyloid positive subjects from amyloid negative subjects, including but not limited the reagents, the assay used to detect and quantify Αβ, and the statistical methods used in the analysis. In addition, a system has either been validated to perform at a level that has a probability of detecting Αβ amyloidosis equal to or greater than 80%, or the system presently performs at said level even though validation has not been performed.
[0051 ] In one embodiment, the method for detecting and quantifying Αβ is selected from those disclosed in Section ll(b), and the predetermined threshold value and probability of detecting Αβ amyloidosis is calculated by using a receiver operating characteristic (ROC) curve or other substantially similar method known in the art. For example, an ROC curve may be generated using the covariates Αβ42 concentration (or Αβ42/ Αβχχ value) and amyloid status (i.e. amyloid positive or amyloid negative) using blood samples obtained from amyloid positive or amyloid negative individuals of the same species as the subject. A plot is thus generated, which can be used to determine the sensitivity and specificity of various Αβ42 concentrations (or Αβ42/ Αβχχ values) for predicting amyloid status. Area under the ROC curve may be used to evaluate the diagnostic accuracy. For example, an ROC AUC of 0.80 indicates there is an 80% probability that a randomly chosen individual with Αβ amyloidosis would have lower plasma Αβ42/ Αβ40 value compared to a randomly chosen individual without Αβ amyloidosis. Various methods are known in the art for determining an optimal cut-off value that maximizes sensitivity and specificity to serve as a threshold for discriminating amyloid positive subjects. In one embodiment, the predetermined threshold is determined by a data point of the highest specificity at the highest sensitivity on the ROC curve. III. BLOOD-BASED BIOMARKER OF Αβ AMYLOIDOSIS
[0052] Another aspect of the present invention is a blood-based biomarker of Αβ amyloidosis, wherein the blood-based biomarker is an Αβ42/ Αβ40 value less than 0.126, determined by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than about 80%, more preferably 85%. Stated another way, an Αβ42/ Αβ40 value that can be used to identify an amyloid positive subject is an Αβ42/ Αβ40 value less than 0.126.
[0053] In some embodiments, a blood-based biomarker of Αβ amyloidosis is an Αβ42/ Αβ40 value less than about 0.125, preferably less than about 0.124.
Alternatively, an Αβ42/ Αβ40 value that can be used to identify an amyloid positive subject may be less than about 0.123, less than about 0.120, or less than about 0.1 17. In another example, an Αβ42/ Αβ40 value that can be used to identify an amyloid positive subject may be less than about 0.1 15. In an exemplary embodiment, an Αβ42/ Αβ40 value that indicates a subject is amyloid positive is an Αβ42/ Αβ40 value of about 0.1 13 or less. In another exemplary embodiment, an Αβ42/ Αβ40 value that indicates a subject is amyloid positive is an Αβ42/ Αβ40 value of about 0.109 to about 0.1 13. In each of the above embodiments, the blood-based biomarker of Αβ amyloidosis described above can be optionally combined with an additional biomarker to further improve the diagnostic accuracy.
[0054] Another aspect of the present invention is a blood-based biomarker of Αβ amyloidosis, wherein the blood-based biomarker is an Αβ42/ Αβχχ value, wherein Αβχχ is an Αβ peptide other than Αβ42. One of skill in the art will be able to determine values for other Αβ peptides based on the disclosures herein.
[0055] Methods for detecting and quantifying Αβ peptides are known, and also described in Section II.
IV. METHODS FOR IDENTIFYING A SUBJECT AS A CANDIDATE FOR FURTHER DIAGNOSTIC TESTING AND/OR THERAPEUTIC INTERVENTION
[0056] Another aspect of the present invention is a method for identifying or classifying a subject as a candidate for further diagnostic testing and/or for therapeutic intervention. The method comprises detecting and quantifying the concentration of Αβ42 and one other Αβ peptide in a blood sample obtained from a subject, and identifying or classifying the subject as a candidate further diagnostic testing and/or therapeutic intervention when the subject tests positive for a blood-based biomarker of Section III or has a blood Αβ42 concentration (or a ratio of Αβ42
concentration to the concentration of another Αβ peptide) that is less than a
predetermined threshold value, as described in Section II.
[0057] The method is not limited to a particular group of subjects. For example, the method may be incorporated into routine screening practices performed by general medical practitioners or specialists. In various other embodiments, a subject may be a participant or potential participant in a clinical trial, a subject at risk of developing Αβ amyloidosis (e.g., due to known genetic, environmental, or lifestyle risks), or a subject with at least one symptom of Αβ amyloidosis.
[0058] It may be advantageous to use the methods disclosed herein to identify subjects in need of further diagnostic testing because the state-of-the-art test for Αβ amyloidosis, or diseases associated with Αβ amyloidosis, are limited by expense and availability, while the methods disclosed herein are minimally invasive and versatile. In some embodiments, a further diagnostic test is a cerebral spinal fluid (CSF) test to measure the concentration of one or more biomolecules found in the CSF. Non-limiting examples include one or more Αβ peptide, in particular Αβ42, tau, phospho-tau, and ApoE. In other embodiments, a further diagnostic test is a neuroimaging test, such as a structural imaging test, a functional imaging test, or a molecular imaging test. Structural imaging tests are typically performed by magnetic resonance imaging (MRI) and/or computed tomography (CT) to provide information about the shape, position, or volume of brain tissue. Functional imaging tests are typically performed by positron emission testing (PET) and functional MRI (fMRI) to measure cellular activity in one or more regions of the brain. A non-limiting example of a functional imaging test is
fluorodeoxyglucose (FDG)-PET. Molecular imaging tests use highly targeted
radiotracers to detect cellular or chemical changes and are performed by technologies including PET, fMRI, and single photon emission computed tomography (SPECT). Non- limiting examples of a molecular imaging test include Pittsburgh compound B (PIB)- PET, florbetaben-PET, florbetapir-PET, and flutemetamol-PET.
[0059] The methods disclosed herein may also be used to identify subjects in need of therapeutic intervention. In some embodiments, therapeutic intervention may slow, inhibit or reverse amyloid deposition. Until such interventions advance from clinical trial stages, the methods disclosed herein may be used to identify subjects for enrollment in clinical trials and/or evaluate a subject's status during a clinical trial. In embodiments where a subject has one or more symptoms of Αβ amyloidosis, therapeutic intervention may slow or inhibit the worsening of the symptom and/or slow, inhibit, or prevent the onset of new symptoms.
V. METHODS FOR TREATING A SUBJECT WITH Αβ AMYLOIDOSIS
[0060] Another aspect of the invention is a method for treating a subject with a non-pharmacological treatment, a pharmacological treatment, or an imaging agent based on the subject's positive test result for a blood-based biomarker of Section III or the subject's blood Αβ42 concentration (or a ratio of Αβ42 concentration to the concentration of another Αβ peptide) as described in Section II.
[0061 ] In one embodiment, the method comprises measuring the Αβ42 concentration in a blood sample obtained from a subject, wherein the subject is diagnosed with Αβ amyloidosis when the Αβ42 concentration is less than a
predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects and the predetermined threshold is obtained by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than 80%, preferably at least about 85%; and administering a treatment to the diagnosed subject. The predetermined threshold value can be set as required by situational circumstances. For example, in certain clinical situations it may be desirable to minimize false-positive rates. These clinical situations may include, but are not limited to, the use of an experimental treatment (e.g., in a clinical trial) or the use of a treatment associated with serious adverse events and/or a higher than average number of side effects.
Alternatively, it may be desirable to minimize false-negative rates in other clinical situations. Non-limiting examples may include treatment with a non-pharmacological intervention, the use of a treatment with a good risk-benefit profile, or treatment with a functional imaging agent, a molecular imaging agent (e.g., a radioimaging agent, etc.) followed by detection with PET, fMRI, SPECT, or the like. In certain embodiments, the method further comprises measuring the concentration of another Αβ variant (Αβχχ) in the blood sample, wherein the subject is diagnosed with Αβ amyloidosis when the blood Αβ42/Αβχχ value is less than a predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects. In preferred embodiments, Αβχχ is Αβ42, Αβ40, or Αβ38.
[0062] In another embodiment, the method comprises requesting a test that provides the results of an analysis determining whether the subject has an Αβ42 blood concentration less than a predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects, wherein the Αβ42 blood concentration was obtained by a system that provides a probability of detecting
Αβ amyloidosis equal to or greater than 80%, preferably at least about 85%; diagnosing the subject with Αβ amyloidosis when the test results indicate the subject's Αβ42 blood concentration is less than a predetermined threshold value; and administering a treatment to the diagnosed subject. Requesting at test, as used herein, may refer to a physician requesting or ordering a test from a third party, from an in-house laboratory facility, or from a scientific lab capable of performing the test. The predetermined threshold value can be set as required by situational circumstances. For example, in certain clinical situations it may be desirable to minimize false-positive rates. These clinical situations may include, but are not limited to, the use of an experimental treatment (e.g., in a clinical trial) or the use of a treatment associated with serious adverse events and/or a higher than average number of side effects. Alternatively, it may be desirable to minimize false-negative rates in other clinical situations. Non- limiting examples may include treatment with a non-pharmacological intervention, the use of a treatment with a good risk-benefit profile, or treatment with a functional imaging agent, a molecular imaging agent (e.g., a radioimaging agent, etc.) followed by detection with PET, fMRI, SPECT, or the like. Alternatively, it may be desirable to maximize both sensitivity and specificity. In certain embodiments, the method further comprises requesting a test that provides the results of an analysis determining whether the patient has a blood Αβ42/ Αβχχ value less than a predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects; and diagnosing the subject with Αβ amyloidosis when the test results indicated the subject's blood Αβ42/ Αβχχ value is less than a predetermined threshold value. In preferred embodiments, Αβχχ is Αβ42, Αβ40, or Αβ38.
[0063] In another embodiment, the method comprises measuring the Αβ42 concentration and the Αβ40 concentration in a blood sample obtained from a subject, wherein the subject is diagnosed with Αβ amyloidosis when the calculated Αβ42/ Αβ40 value is less than 0.126, as determined by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than 80%, or optionally equal to or greater than about 85%; and administering a treatment to the diagnosed subject. In further embodiments, the Αβ42/ Αβ40 value may be less than about 0.124, less than about 0.123, or less than about 0.120. In still further embodiments, the Αβ42/ Αβ40 value may be less than about 0.1 17 or less than about 0.1 15. In still further embodiments, the Αβ42/ Αβ40 value may be less about 0.1 13 or less. Alternatively, the Αβ42/ Αβ40 value may be about 0.109 to about 0.1 13. The treatment may be a non-pharmacological treatment, a pharmacological treatment, or treatment with an imaging agent followed by detection of the imaging agent (e.g. with PET, fMRI, SPECT, or the like).
[0064] In another embodiment, the method comprises requesting a test that provides the results of an analysis determining whether the subject has an Αβ42/ Αβ40 blood value less than 0.126, as determined by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than 80%, or optionally equal to or greater than about 85%; diagnosing the subject with Αβ amyloidosis when the test results indicate the subject's blood Αβ42/ Αβ40 value is less than 0.126, and
administering a treatment to the diagnosed subject. In further embodiments, the Αβ42/ Αβ40 value may be less than about 0.124, less than about 0.123, less than about 0.120, or less than about 0.1 17. In still further embodiments, the Αβ42/ Αβ40 value may be less than about 0.1 15, or a value of about 0.1 13 or less. Alternatively, the Αβ42/ Αβ40 value may be about 0.109 to about 0.1 13. The treatment may be a non-pharmacological treatment, a pharmacological treatment, or treatment with an imaging agent followed by detection with PET, fMRI, SPECT, or the like.
[0065] Non-limiting examples of non-pharmacological treatments include cognitive behavioral therapy, psychotherapy, behavioral management therapy,
Montessori activities, memory training, massage, aromatherapy, music therapy, dance therapy, animal assisted therapy, and multi-sensory therapy. Non-limiting examples of pharmacological treatments include cholinesterase inhibitors, N-methyl D-aspartate (NMDA) antagonists, antidepressants (e.g., selective serotonin reuptake inhibitors, atypical antidepressants, aminoketones, selective serotonin and norepinephrine reuptake inhibitors, tricyclic antidepressants, etc.), gamma-secretase inhibitors, beta- secretase inhibitors, anti-Αβ antibodies (including antigen-binding fragments, variants, or derivatives thereof), anti-tau antibodies (including antigen- binding fragments, variants, or derivatives thereof), stem cells, dietary supplements (e.g. lithium water, omega-3 fatty acids with lipoic acid, long chain triglycerides, genistein, resveratrol, curcumin, and grape seed extract, etc.), antagonists of the serotonin receptor 6, p38alpha MAPK inhibitors, recombinant granulocyte macrophage colony-stimulating factor, passive immunotherapies, active vaccines (e.g. CAD106, AF20513, etc. ), tau protein aggregation inhibitors (e.g. TRx0237, methylthionimium chloride, etc.), therapies to improve blood sugar control (e.g., insulin, exenatide, liraglutide pioglitazone, etc.), anti-inflammatory agents, phosphodiesterase 9A inhibitors, sigma-1 receptor agonists, kinase inhibitors, angiotensin receptor blockers, CB1 and/or CB2 endocannabinoid receptor partial agonists, β-2 adrenergic receptor agonists, nicotinic acetylcholine receptor agonists, 5-HT2A inverse agonists, alpha-2c adrenergic receptor antagonists, 5-HT 1A and 1 D receptor agonists, Glutaminyl-peptide cyclotransferase inhibitors, selective inhibitors of APP production, monoamine oxidase B inhibitors, glutamate receptor antagonists, AMPA receptor agonists, nerve growth factor stimulants, HMG- CoA reductase inhibitors, neurotrophic agents, muscarinic M1 receptor agonists, GABA receptor modulators, PPAR-gamma agonists, microtubule protein modulators, calcium channel blockers, antihypertensive agents, statins, and any combination thereof. [0066] Non-limiting examples of imaging agents include functional imaging agents (e.g. fluorodeoxyglucose, etc.) and molecular imaging agents (e.g., Pittsburgh compound B, florbetaben, florbetapir, flutemetamol, radionuclide-labeled antibodies, etc.)
EXAMPLES
[0067] The following examples are included to demonstrate various embodiments of the present disclosure. It should be appreciated by those of skill in the art that the techniques disclosed in the examples that follow represent techniques discovered by the inventors to function well in the practice of the invention, and thus can be considered to constitute preferred modes for its practice. However, those of skill in the art should, in light of the present disclosure, appreciate that many changes can be made in the specific embodiments which are disclosed and still obtain a like or similar result without departing from the spirit and scope of the invention.
Example 1
[0068] Forty-one participants over the age of 60 were enrolled through the Knight Alzheimer's Disease Research Center (ADRC) at Washington University School of Medicine (WUSM). Twenty-three patients who were classified as having a Clinical Dementia Rating sum of boxes score of 0 (CDR 0) were determined to be amyloid negative by [11C]PIB-PET imaging with mean cortical binding potential (MCBP) score of < 0.18 when available and CSF Αβ42 concentration of 1 ng/ml or higher by
immunoprecipitation/mass spectrometry (IP/MS) as described elsewhere. See, for example, Patterson et. al, Annals of Neurology, 78(3): 439-453. (1 1 Eighteen patients with a CDR > 0 were confirmed to be amyloid positive by [11C]PIB-PET (MCBP > 0.18) when available and CSF Αβ42 concentration < 1 ng/ml by IP/MS.
[0069] Participants were admitted to the Clinical Research Unit (CRU) at Washington University at 7:00 AM following an overnight fast. An intravenous (IV) line was placed for serial blood draws. Hour zero (baseline) blood samples were obtained prior to tracer administration. For the IV bolus-labeled studies, the stable isotope tracer was prepared by the clinical pharmacy the morning of the study by dissolving 800 mg of L-[U-13C6] leucine (Cambridge Isotope Laboratories, Inc.) into 150 ml sterile normal saline followed by transfer to an infusion bag through a 0.22 micron filter; it was stored at 4°C until use. For the oral-labeled studies, the tracer was administered orally by mixing 800 mg of L-[U-13C6] leucine in 300 ml of grape Kool-aid mixed with sucralose sweetener. Participants had 10 minutes to consume the dose followed by a rinse of an additional 100 ml of grade Kool-aid mixed with sucralose sweetener without leucine. Following baseline blood samples, L-[U-13C6] leucine was infused as an IV bolus over 10 minutes. Sixteen of the amyloid negative participants received IV bolus labeling and the remaining 7 received oral labeling. Fifteen of the amyloid positive participants received IV bolus labeling and the remaining three received oral labeling. 20 ml_ of blood were collected hourly for a total of 20 time points over 24 hours in CARS EDTA tubes (t=0 is the start of labeling). Samples were centrifuged immediately upon collection, and the plasma, buffy coat and red blood cells were stored separately in polypropylene tubes (Axygen) at -80°C until time of sample processing.
[0070] All targeted Αβ isoforms (Αβ38, Αβ40, and Αβ42) were
immunoprecipitated simultaneously from 2ml_ of plasma via a monoclonal anti-Αβ mid- domain antibody (HJ5.1 , 3ηίί-Αβι3-28) conjugated to M-270 Epoxy Dynabeads (Life Technologies #14302D) according to manufacturer protocol. Each 1 mL aliquot of plasma was thawed on ice and pre-treated with 20μΙ_ of 100X protease inhibitor (Roche #1 1 140920), 20μΙ_ of 2.5% (w/v) Tween-20 (Sigma #P9416), 50μΙ_ of 10X PBS (Sigma #P3813), and 100μΙ_ of 5M Guanidine (Sigma #G4505). After pre-treatment, 2 X 1 mL aliquots from each corresponding collection time point were combined and spiked with 20μΙ_ of a solution containing 3.75 pg/μί 1¾15Ν-Αβ38, 25 pg/μί 1¾15Ν-Αβ40, and 2.5 pg/μί 1¾15Ν-Αβ42 in 4: 1 0.1 % NH4OH:acetonitrile (ACN). A 50 μΙ_ aliquot of antibody- bead slurry containing 15 mg/ml_ of epoxy-coupled dynabeads (109 beads/mL) was added and the mixtures were rotated at room temperature for 90 minutes. After incubation, the beads were washed twice with 1 ml_ aliquots of 1X PBS and twice with 1 ml_ aliquots of 100 mM Triethylammonium bicarbonate (TEABC, Sigma #17902). Washed beads were then aspirated to dryness and treated with 50 μΙ_ of neat formic acid (Fisher #A1 17-50) to elute Αβ species from the antibody-bead complex. The formic acid supernatant was transferred to a new 1 .7 mL polypropylene tube and dried in vacuo without heat. The resulting dried precipitate was then treated with 50 μΙ_ acetonitrile and dried again in vacuo without heat to remove any residual formic acid. Each sample was then reconstituted in 50 L l OOmM TEABC. Proteolytic digestion was initiated via the addition of a 50 μΙ_ aliquot of 2.5ng^L LysN metalloprotease (Pierce # 90300) in 50mM TEABC. Digestion was performed overnight (-16 hrs) at 4°C and 1400 RPM. Digestion reactions were quenched via the addition of a 2μΙ_ aliquot of 50% Trifluoroacetic acid (TFA, Sigma # T6508) and 100μΙ_ of 2% ACN in 0.05% TFA.
Quenched digests were loaded onto a C18 TopTip (Glygen #TT2C18.96) previously washed with 60% ACN in 0.05% TFA and equilibrated with 2% ACN in 0.05% TFA. After loading, digests were washed twice with 10% Acetonitrile/0.05% TFA and eluted with 150μΙ_ 60% ACN in 0.05% TFA. Solid phase extraction eluants were then dried in vacuo without heat and stored at -80°C until analysis.
[0071 ] Extracted digests were reconstituted with 25 μΙ of 20 nM BSA Digest (Pierce #1863078) in 10% Formic acid/10% acetonitrile. A 4.5 μΙ_ aliquot of each digest was then subjected to LC-MS/MS on a Thermo Orbitrap Fusion Tribrid mass spectrometer interfaced with a Waters nanoAcquity chromatography system.
Reconstituted digests were loaded via direct injection from a 5 μΙ_ sample loop onto a Waters 100 X 0.075 mm Acquity M-class HSS T3 column at 10% ACN in 0.1 % formic acid with a flow rate of 600 nL/min for twelve minutes. Peptides were then resolved using a 10 minute linear gradient at 300 nL/min from 10% ACN in 0.1 % formic acid to 35% ACN in 0.1 % formic acid. The initial gradient was followed by a steeper linear gradient to 90% ACN in 0.1 % formic acid over 5 minutes also at 300 nL/min. The column was washed with 90% ACN in 0.1 % formic acid for an additional 2 minutes at 600 nL/min prior to re-equilibration to initial conditions for 5 minutes also at 600 nL/min.
[0072] In order to determine whether Αβ kinetics in the blood differs between amyloid positive and amyloid negative individuals, SILK time courses were obtained for plasma Αβ38, Αβ40, and Αβ42. Notably, the half-life of the Αβ isoforms in plasma was found to be approximately three hours, considerably faster than previously reported in CSF SILK studies (approximately 9 hours, FIG. 1 A). In order to determine plasma Αβ kinetic rates, isotopic enrichment ratios were calculated and plotted versus time to elucidate differences in the kinetics of Αβ isoforms in the blood. For both amyloid negative and amyloid positive individuals, Αβ38 labeling kinetics peaked earlier than Αβ40 and Αβ42, indicating a faster turnover rate. This pattern is unique to plasma Αβ kinetics and was not found in prior CSF Αβ SILK studies.
[0073] In prior CSF studies, Αβ42 peaked earlier than Αβ38 and Αβ40 in amyloid positive individuals (3) indicating a faster loss of soluble Αβ42 due to
aggregation. In this plasma SILK study, the Αβ38/Αβ40 ratios were similar over time between amyloid groups (FIG. 1 B), indicating no difference in kinetic processing between Αβ38 and Αβ40. In contrast, the plasma SILK Αβ42/Αβ40 ratios demonstrated faster soluble Αβ42 turnover kinetics in amyloid positive individuals (FIGs. 1 B, 1C), as seen in prior reports of Αβ CSF SILK (2,3). While the average SILK Αβ42/Αβ40 ratio remained close to unity in the amyloid negative group, a drop after hour 12 in the Αβ42/Αβ40 ratio of the amyloid positive group indicates faster Αβ42 turnover and aggregation in those with CNS amyloidosis (FIG. 1C).
[0074] Human plasma samples were also analyzed for concentrations of Αβ38, Αβ40, and Αβ42 at each time point to investigate the production rates and whether CNS amyloidosis is associated with plasma Αβ differences. The Αβ42 concentrations and Αβ42/Αβ40 concentration ratios were significantly lower in the amyloid positive cohort compared to the amyloid negative cohort, and this finding was consistent in longitudinal samples over 24 hours (FIG. 2). Average Αβ42/Αβ40 throughout the study demonstrated similar values within the amyloid negative group. While Αβ42/Αβ40 differences were small between amyloid groups, they were
statistically significant at most time points measured throughout the study (FIG. 3A). An average of Αβ concentrations over the time period demonstrates excellent precision for identifying CNS amyloidosis (FIG. 3B). Regarding the diagnostic accuracy of amyloidosis, CNS amyloidosis with plasma normal results were rare, while CNS non- amyloidosis with plasma positive was more common. A similar pattern of decreased Αβ42/Αβ40 ratios in the presence of amyloidosis is observed in CSF, which is hypothesized to be due to Αβ42 concentrations decreasing before detection of accumulation by amyloid PET.
[0075] The magnitude of the difference in plasma is less than detected in CSF. While Αβ42/Αβ40 ratios in the CSF are decreased by approximately 50% in the presence of amyloidosis, in plasma Αβ42/Αβ40 ratios are decreased by 14.3% on average in amyloid positive relative to amyloid negative individuals (FIG. 3B). Despite these relatively small differences in Αβ42/Αβ40 concentration ratios between amyloid pathology groups, they were quantified by high resolution mass spectrometry with good stability over time suggesting reliability of this measurement as a biomarker for amyloidosis.
[0076] To investigate the utility of measuring absolute plasma Αβ concentrations as a biomarker for amyloidosis, a receiver operating characteristic (ROC) curve was generated from the averaged plasma Αβ42/Αβ40 concentration ratios. This ROC analysis demonstrates an area under the curve (AUC) of 0.8865. As a combined measure of sensitivity and specificity, the AUC describes the inherent validity of using this plasma biomarker as a metric for predicting amyloid status. An AUC of 0.8865 indicates the absolute Αβ42/Αβ40 concentration ratio from human plasma has good diagnostic accuracy for the detection of amyloidosis. In other words, there is an 89% probability that a randomly chosen individual with amyloidosis would have a lower plasma Αβ42/Αβ40 concentration ratio compared to a randomly chosen individual without amyloidosis. Furthermore, using the Youden index to determine optimal cutoff values, a threshold of 0.1243 maximizes sensitivity and specificity of the plasma
Αβ42/Αβ40 concentration ratio as a tool for amyloid status classification. (FIG. 4).
Example 2
[0077] A standard protocol for blood collection is in 10 ml_ pink top CARS EDTA tubes. Plasma separates from red cell when spun down, collected, aliquoted into 1 ml_ Axygen tubes, and stored at -80C until use. There was the uncertainty whether or not the blood collection procedure was optimal for the maximum recovery of the Αβ. Therefore, an experiment was designed to determine which of EDTA, Heparin and Citrate containing tubes would be ideal for blood collection for stable Αβ measurements. In addition, several additives were tested at the blood collection step in these various tubes, with the CARS EDTA tubes in the standard protocol used as a control, for each tube and additive being tested. Data from all these experimental conditions were compared to the standard protocol of blood collection in CARS EDTA tube with no additives during blood collection. In addition, freeze/thaw impact on Αβ measurements was tested for each condition and compared to plasma processed and analyzed fresh. Αβ was analyzed by LC/MS on Orbitrap Fusion Lumos mass spectrometer.
[0078] Human subjects were administered 400 mg C13-leucine as an IV bolus. Three hours post-administration, 250 ml of total blood was collected. 50 ml aliquots were distributed into 50m L conical tubes that were untreated or pretreated with EDTA (1 .8 mg per ml of blood), Heparin (15.8 USP units per ml of blood), Citrate (0.218M), in addition to the Standard Control protocol collected in 10 mL pink top CARS EDTA tubes. These 50ml_ tubes were split into 10ml_ collection tubes with the following additives added: uniformly labeled N15 internal standards Αβ, protease inhibitor (2x Roche Complete Protease Inhibitor cocktail), 0.5 M Guanidine, 0.05% Tween-20 and protease inhibitor (2x) combination. The 10 mL pink top CARS EDTA tubes with no additives were used as controls. These 10mL tubes were then spun down to produce 5mLs plasma and then split into 2.5mLs aliquots. One set from each condition were flash frozen in dry ice and the others 2.5 mLs aliquots were left unfrozen. All samples were brought back to the lab for immediate processing by the IP/MS protocol described in Example 1 . See also, Ovod et al., Alzheimer's & Dementia, 13(2017): 841 -849. The only exception was that any additives that were already added to the plasma in the clinic were not added again during sample processing.
[0079] The data from these experiments are shown in Tables 1 -4. One main observation made during sample processing was that guanidine containing samples showed signs of hemolysis, therefore, affecting the integrity of the plasma Αβ. Analysis of these guanidine treated blood samples showed lower Αβ recovery compared to control CARS tube with no additives. The only additive condition showing higher Αβ recoveries were adding protease inhibitor and tween-20 combination to the CARS tubes before blood collection. There were about 10 to 20% more Αβ40 and Αβ42 recovery. Adding protease inhibitor alone produces the same effects. However, regardless of the additives, the Αβ[42/40] ratios remain the same and more stable for the current protocol collecting blood in 10 mL pink top CARS tube without any additives. Therefore, there was no net benefit of having additives in the tubes prior to plasma collection. Plasma Αβ40 analyzed from CARS Heparin tubes were about 10% lower compared to CARS EDTA tubes, whereas citrate made no difference. Αβ42 analyzed from CARS Heparin tubes were about 15% and citrate tubes about 10% lower than analyzed from CARS EDTA tubes. More importantly, Αβ[42/40] ratios measured were more stable in CARS EDTA tubes, even with a freeze-thaw of the plasma samples. Freeze-thaw had no distinctive effect on plasma Αβ42 and Αβ40 measured, resulting in very reproducible Αβ[42/40] ratios from CARS EDTA tubes. In conclusion, none of the tubes and additives tested performed better than the 10 mL pink top CARS EDTA tubes used for blood collection.
Table 1 : Percent Αβ38 gain
Figure imgf000029_0001
EDTA Frozen 67 96 55 127 135
Heparin Frozen 35 98 53 137 139
Citrate Frozen 63 88 69 158 169
CARS Frozen 100 100 100 100 -
No Adds Frozen 96 74 74 108 100
Table 4: Αβ42/Αβ40 ratio
Figure imgf000030_0001
Selkoe DJ, Hardy J. The amyloid hypothesis of Alzheimer's disease at 25 years. EMBO Mol Med. 2016; 8(6):595-608.
Potter R, Patterson BW, Elbert DL, Ovod V, Kasten T, Sigurdson W, Mawuenyega K, Blazey T, Goate A, Chott R, Yarasheski KE, Holtzman DM, Morris JC,
Benzinger TL, Bateman RJ. Increased in vivo amyloid-r342 production, exchange, and loss in presenilin mutation carriers. Sci Transl Med. 2013; 5(189)
Patterson BW, Elbert DL, Mawuenyega KG, Kasten T, Ovod V, Ma S, Xiong C, Chott R, Yarasheski K, Sigurdson W, Zhang L, Goate A, Benzinger T, Morris JC, Holtzman D, Bateman RJ. Age and amyloid effects on human CNS amyloid-beta kinetics. Ann Neurol. 2015; 78(3): 439-453.
Beach TG, Monsell SE, Phillips LE, Kukull W. Accuracy of the clinical diagnosis of Alzheimer disease at National Institute on Aging Alzheimer's disease Centers, 2005-2010. J Neuropathol Exp Neurol. 2013; 71 (4): 266-273.
Cohen AD, Klunk WE. Early detection of Alzheimer's disease using PiB and FDG PET. Neurobiol Dis. 2014; 72 Pt A:1 17-22.
Galasko D, Chang L, Motter R, Clark CM, Kaye J, Knopman D, Thomas R, Kholodenko D, Schenk D, Lieberburg I, Miller B, Green R, Basherad R, Kertiles L, Boss MA, Seubert P. High cerebrospinal fluid tau and low amyloid beta42 levels in the clinical diagnosis of Alzheimer disease and relation to apolipoprotein E genotype. Arch Neurol. 1998;55(7):937-45.
Clark CM, Xie S, Chittams J, Ewbank D, Peskind E, Galasko D, Morris JC,
McKeel DW, Jr., Farlow M, Weitlauf SL, Quinn J, Kaye J, Knopman D, Arai H, Doody RS, DeCarli C, Leight S, Lee VM, Trojanowski JQ. Cerebrospinal fluid tau and beta-amyloid: how well do these biomarkers reflect autopsy-confirmed dementia diagnoses? Arch Neurol. 2003;60(12): 1696-702.
Mayeux R, Honig LS, Tang MX, Manly J, Stern Y, Schupf N, Mehta PD. Plasma A[beta]40 and A[beta]42 and Alzheimer's disease: relation to age, mortality, and risk. Neurology. 2003;61 (9): 1 185-90.
Yaffe K, Weston A, Graff-Radford NR, Satterfield S, Simonsick EM, Younkin SG, Younkin LH, Kuller L, Ayonayon HN, Ding J, Harris TB. Association of plasma beta-amyloid level and cognitive reserve with subsequent cognitive decline. JAMA. 201 1 ;305(3):261 -6.
. Bateman RJ, Munsell LY, Morris JC, Swarm R, Yarasheski KE, Holtzman DM. Human amyloid-B synthesis and clearance rates as measured in
cerebrospinal fluid in vivo. Nat Med. 2006; 12(7): 856-861 .
. Mawuenyega KG, Kasten T, Sigurdson W, Bateman RJ. Amyloid-beta
isoform metabolism quantitation by stable isotope-labeled kinetics. Anal
Biochem. 2013; 440(1 ): 56-62.
. Roberts KF, Elbert DL, Kasten TP, Patterson BW, Sigurdson WC, Connors RE, Ovod V, Munsell LY, Mawuenyega KG, Miller-Thomas MM, Moran CJ, Cross, DT III, Derdeyn CP, Bateman RJ. Amyloid-B efflux from the CNS into the plasma. Ann Neurol. 2014; 76(6): 837-844.
Deane R, Du Yan S, Submamaryan RK, LaRueB, Jovanovic S, Hogg E,
Welch D, Manness L, Lin C, Yu J, Zhu H, Ghiso J, Grangione B, Stern A,
Schmidt AM, Armstrong DL, Arnold B, Liliensiek B, Nawroth P, Hofman F, Kindy M, Stern D, Zlokovic B. RAGE mediates amyloid-beta peptide transport across the blood-brain barrier and accumulation in brain. Nat Med. 2003; 9(7):907-913. Dean R, Wu Z, Sagare A, Davis J, Du Yan S, Hamm K, Xu F, Parisi M, LaRue B, Hu HW, Spijkers P, Guo H, Song X, Lenting PJ, Van Nostrand WE, ZIokovic BV. LRP/amyloid beta-peptide interaction mediates differential brain efflux of Abeta isoforms. Neuron. 2004; 5(3): 333-44.
Fukumoto H, Tennis M, Locascio JJ, Hyman BT, Grwodon JH, Irizarry MC. Age but not diagnosis is the main predictor of plasma amyloid beta-protein levels. Arch Neurol. 2003; 60:958-964.
T. Sobow, M. Flirski, I. Ktoszewska, P.P. Liberski. Plasma levels of alpha beta peptides are altered in amnestic mild cognitive impairment but not in sporadic Alzheimer's disease. Acta. Neurobiol. Exp. (Wars), 65 (2005), pp. 1 17-124.
Mayeux R, Schupf N. Blood-based biomarkers for Alzheimer's disease: plasma Ab40 and AB42, and genetic variants. Neurobio of Aging. 201 1 ; 32(1 1 ): S10- S19.

Claims

CLAIMS What is claimed is:
1 . A method for identifying a subject as a candidate for further diagnostic testing and/or a therapeutic intervention, the method comprising:
(a) measuring the concentration of Αβ42 and Αβ40 in a blood sample obtained from the subject, and then calculating the Αβ42/Αβ40 value; and
(b) identifying the subject as a candidate further diagnostic testing and/or a therapeutic intervention when the Αβ42/Αβ40 value is less than 0.126, and the Αβ42/Αβ40 value is obtained by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than about 85%.
2. A method for detecting Αβ amyloidosis, the method comprising:
(a) measuring the concentration of Αβ42 and Αβ40 in a blood sample obtained from the subject, and then calculating the Αβ42/Αβ40 value; and
(b) identifying the subject as amyloid d positive when the Αβ42/Αβ40 value is less than 0.126, and the Αβ42/Αβ40 value is obtained by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than about 85%.
3. The method of claim 1 or claim 2, wherein the Αβ42/Αβ40 value is about 0.125 or less.
4. The method of claim 1 or claim 2, wherein the Αβ42/Αβ40 value is about 0.124 or less.
5. The method of any one of the preceding claims, wherein the probability of
diagnosing the disease is calculated using a receiver operating curve (ROC) area under the curve (AUC).
6. A method for identifying a subject as a candidate for further diagnostic testing and/or a therapeutic intervention, the method comprising: (a) measuring the concentration of Αβ42 and Αβ40 in a blood sample obtained from the subject, and then calculating the Αβ42/Αβ40 value; and
(b) comparing the Αβ42/Αβ40 value obtained in step (a) to a
predetermined threshold calculated by using a receiver operating characteristic (ROC) curve, and identifying the subject as a candidate further diagnostic testing and/or a therapeutic intervention when the Αβ42/Αβ40 concentration ratio is lower than the predetermined threshold;
wherein the predetermined threshold is obtained by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than about 85%.
7. A method for detecting Αβ amyloidosis, the method comprising:
(a) measuring the concentration of Αβ42 and Αβ40 in a blood sample obtained from the subject, and then calculating the Αβ42/Αβ40 value; and
(b) comparing the Αβ42/Αβ40 concentration ratio obtained in step (a) to a predetermined threshold calculated by using a receiver operating characteristic (ROC) curve, and identifying the subject as a candidate further diagnostic testing and/or a therapeutic intervention when the Αβ42/Αβ40 value is lower than the predetermined threshold;
wherein the predetermined threshold is obtained by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than about 85%.
8. The method of claim 6 or claim 7, wherein the predetermined threshold is
determined by a data point of the highest specificity at the highest sensitivity on the ROC curve.
9. The method of any one of the preceding claims, wherein the measuring step further comprises contacting the blood sample with an anti-Αβ antibody preparation that is substantially free of Αβ contamination as measured by mass spectrometry.
10. The method of any one of the preceding claims, wherein the subject was not previously diagnosed with Αβ amyloidosis and/or is asymptomatic.
1 1 . A method for treating a subject with Αβ amyloidosis, the method comprising
(a) measuring Αβ42 concentration in a blood sample obtained from a subject, wherein the subject is diagnosed with Αβ amyloidosis when the Αβ42 concentration is less than a predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects and the predetermined threshold is obtained by a system that provides a probability of detecting
Αβ amyloidosis equal to or greater than 80%; and
(b) administering a treatment to the diagnosed subject.
12. The method of claim 1 1 further comprising measuring the concentration of
another Αβ variant (Αβχχ) in the blood sample, wherein the subject is diagnosed with Αβ amyloidosis when the blood Αβ42/Αβχχ value is less than a
predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects.
13. The method of claim 1 1 or 12, wherein the measuring step further comprises contacting the blood sample with an anti-Αβ antibody preparation that is substantially free of Αβ contamination as measured by mass spectrometry.
14. The method of claim 12 or 13, wherein Αβχχ is Αβ40 or Αβ38.
15. A method for treating a subject with Αβ amyloidosis, the method comprising
(a) requesting a test that provides the results of an analysis determining whether the subject has an Αβ42 blood concentration less than a predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects, as determined a system that provides a probability of detecting Αβ amyloidosis equal to or greater than 80%; (b) diagnosing the subject with Αβ amyloidosis when the test results indicate the subject's Αβ42 blood concentration is less than a predetermined threshold value; and
(c) administering a treatment to the diagnosed subject.
16. The method of claim 15 further comprising requesting a test that provides the results of an analysis determining whether the patient has a blood Αβ42/ Αβχχ value less than a predetermined threshold value that discriminates amyloid positive subjects from amyloid negative subjects; and diagnosing the subject with Αβ amyloidosis when the test results indicated the subject's blood Αβ42/ Αβχχ value is less than a predetermined threshold value.
17. The method of claim 16, wherein Αβχχ is Αβ40 or Αβ38.
18. A method for treating a subject with Αβ amyloidosis, the method comprising
(a) measuring the Αβ42 concentration and the Αβ40 concentration in a blood sample obtained from a subject, wherein the subject is diagnosed with Αβ amyloidosis when the calculated Αβ42/ Αβ40 value is less than 0.126, as determined by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than 80%; and
(b) administering a treatment to the diagnosed subject.
19. The method of claim 18, wherein the measuring step further comprises
contacting the blood sample with an anti-Αβ antibody preparation that is substantially free of Αβ contamination as measured by mass spectrometry.
20. A method for treating a subject with Αβ amyloidosis, the method comprising
(a) requesting a test that provides the results of an analysis determining whether the subject has a blood Αβ42/ Αβ40 value less than 0.126, as determined by a system that provides a probability of detecting Αβ amyloidosis equal to or greater than 80%; (b) diagnosing the subject with Αβ amyloidosis when the test results indicate the subject's blood Αβ42/ Αβ40 value is less than 0.126; and
(c) administering a treatment to the diagnosed subject.
21 . The method of claim 18, 19, or 20, wherein the Αβ42/Αβ40 value is about 0.125 or less.
22. The method of claim 18, 19, or 20, wherein the Αβ42/Αβ40 value is about 0.124 or less.
23. The method of claim 18, 19, or 20, wherein the Αβ42/Αβ40 value is about 0.123 or less.
24. The method of any one of claims 18 to 23, wherein the system provides a
probability of detecting Αβ amyloidosis equal to or greater than 85%.
25. The method of any one of claims 18 to 24, wherein the probability of diagnosing the disease is calculated using a receiver operating curve (ROC) area under the curve (AUC).
26. The method of any one of claims 18 to 25, wherein the treatment is a non- pharmacological treatment, a pharmacological treatment, or treatment with an imaging agent followed by detection of the imaging agent.
27. The method of claim 26, wherein the imaging agent is a functional imaging agent or a molecular imaging agent.
28. The method of claim 26, wherein the treatment is a non-pharmacological
treatment.
29. The method of claim 26, wherein the treatment is a pharmacological treatment. The method of claim 28 or 29, wherein the treatment is administered through a clinical trial.
PCT/US2018/030518 2017-05-01 2018-05-01 BLOOD-BASED METHODS FOR DETERMINING Aβ AMYLOIDOSIS Ceased WO2018204406A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
US16/610,428 US12066444B2 (en) 2017-05-01 2018-05-01 Blood-based methods for determining Aβ amyloidosis

Applications Claiming Priority (6)

Application Number Priority Date Filing Date Title
US201762492718P 2017-05-01 2017-05-01
US62/492,718 2017-05-01
US201762515294P 2017-06-05 2017-06-05
US62/515,294 2017-06-05
US201762532793P 2017-07-14 2017-07-14
US62/532,793 2017-07-14

Publications (1)

Publication Number Publication Date
WO2018204406A1 true WO2018204406A1 (en) 2018-11-08

Family

ID=62223259

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2018/030518 Ceased WO2018204406A1 (en) 2017-05-01 2018-05-01 BLOOD-BASED METHODS FOR DETERMINING Aβ AMYLOIDOSIS

Country Status (2)

Country Link
US (1) US12066444B2 (en)
WO (1) WO2018204406A1 (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2022516991A (en) * 2019-01-09 2022-03-03 ワシントン・ユニバーシティ Multiplex assay and how to use it
US12066444B2 (en) 2017-05-01 2024-08-20 Washington University Blood-based methods for determining Aβ amyloidosis

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20220034913A1 (en) * 2019-03-01 2022-02-03 Case Western Reserve University Methods and compostions of detecting and treating neurodegenerative disorders

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090142766A1 (en) 2007-11-09 2009-06-04 Washington University In St. Louis Methods for measuring the metabolism of cns derived biomolecules in vivo
US20130115716A1 (en) 2010-05-24 2013-05-09 The Washington University Methods of determining amyloid beta turnover in blood
US20150140672A1 (en) * 2011-12-19 2015-05-21 Washington University Methods for detecting amyloid beta amyloidosis

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
AU2003217385B2 (en) 2002-02-12 2008-09-11 The Regents Of The University Of California Non-invasive method for measuring rates of biosynthesis of biological molecules by label incorporation
CN101374555B (en) 2005-04-06 2013-04-17 圣路易斯华盛顿州立大学 Assays for In vivo Metabolism of Neurally-Derived Biomolecules
PT2373988E (en) 2008-12-05 2015-06-03 C2N Diagnostics METHODS FOR MEASURING CONCENTRATIONS OF BIOMOLECULES
CA2779565A1 (en) 2009-11-24 2011-06-03 Probiodrug Ag Novel diagnostic method for the diagnosis of alzheimer's disease or mild cognitive impairment
AU2012359020B2 (en) 2011-12-19 2017-04-13 The Washington University Methods for diagnosing Alzheimer's disease
WO2014040042A2 (en) 2012-09-10 2014-03-13 The Johns Hopkins University Diagnostic assay for alzheimer's disease
EP2923209A4 (en) 2012-11-20 2016-04-27 Univ Washington METHODS OF DIAGNOSING AMYLOID DISEASES USING BETA-AMYLOID ENRICHMENT KINETICS ANALYSIS
WO2018204406A1 (en) 2017-05-01 2018-11-08 Washington University BLOOD-BASED METHODS FOR DETERMINING Aβ AMYLOIDOSIS
SG11202106410VA (en) 2019-01-09 2021-07-29 Univ Washington Multiplexed assay and methods of use thereof

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090142766A1 (en) 2007-11-09 2009-06-04 Washington University In St. Louis Methods for measuring the metabolism of cns derived biomolecules in vivo
US20130115716A1 (en) 2010-05-24 2013-05-09 The Washington University Methods of determining amyloid beta turnover in blood
US20150140672A1 (en) * 2011-12-19 2015-05-21 Washington University Methods for detecting amyloid beta amyloidosis

Non-Patent Citations (27)

* Cited by examiner, † Cited by third party
Title
BATEMAN RJ; MUNSELL LY; MORRIS JC; SWARM R; YARASHESKI KE; HOLTZMAN DM: "Human amyloid-B synthesis and clearance rates as measured in cerebrospinal fluid in vivo", NAT MED, vol. 12, no. 7, 2006, pages 856 - 861, XP055253206, DOI: doi:10.1038/nm1438
BEACH TG; MONSELL SE; PHILLIPS LE; KUKULL W: "Accuracy of the clinical diagnosis of Alzheimer disease at National Institute on Aging Alzheimer's disease Centers, 2005-2010", J NEUROPATHOL EXP NEUROL, vol. 71, no. 4, 2013, pages 266 - 273
CLARK CM; XIE S; CHITTAMS J; EWBANK D; PESKIND E; GALASKO D; MORRIS JC; MCKEEL DW, JR.; FARLOW M; WEITLAUF SL: "Cerebrospinal fluid tau and beta-amyloid: how well do these biomarkers reflect autopsy-confirmed dementia diagnoses?", ARCH NEUROL., vol. 60, no. 12, 2003, pages 1696 - 702
COHEN AD; KLUNK WE: "Early detection of Alzheimer's disease using PiB and FDG PET", NEUROBIOL DIS, vol. 72, 2014, pages 117 - 22
DEAN R; WU Z; SAGARE A; DAVIS J; DU YAN S; HAMM K; XU F; PARISI M; LARUE B; HU HW: "LRP/amyloid beta-peptide interaction mediates differential brain efflux of Abeta isoforms", NEURON., vol. 5, no. 3, 2004, pages 333 - 44, XP002529312, DOI: doi:10.1016/j.neuron.2004.07.017
DEANE R; DU YAN S; SUBMAMARYAN RK; LARUEB; JOVANOVIC S; HOGG E; WELCH D; MANNESS L; LIN C; YU J: "RAGE mediates amyloid-beta peptide transport across the blood-brain barrier and accumulation in brain", NAT MED., vol. 9, no. 7, 2003, pages 907 - 913, XP002460976, DOI: doi:10.1038/nm890
FAGAN A M ET AL., ANN NEUROL, vol. 59, no. 3, 2006
FUKUMOTO H; TENNIS M; LOCASCIO JJ; HYMAN BT; GRWODON JH; IRIZARRY MC: "Age but not diagnosis is the main predictor of plasma amyloid beta-protein levels", ARCH NEUROL., vol. 60, 2003, pages 958 - 964
GALASKO D; CHANG L; MOTTER R; CLARK CM; KAYE J; KNOPMAN D; THOMAS R; KHOLODENKO D; SCHENK D; LIEBERBURG I: "High cerebrospinal fluid tau and low amyloid beta42 levels in the clinical diagnosis of Alzheimer disease and relation to apolipoprotein E genotype", ARCH NEUROL., vol. 55, no. 7, 1998, pages 937 - 45, XP009157380, DOI: doi:10.1001/archneur.55.7.937
GRAFF-RADFORD NEILL R ET AL: "Association of low plasma A beta 42/A beta 40 ratios with increased imminent risk for mild cognitive impairment and Alzheimer disease", ARCHIVES OF NEUROLOGY, AMERICAN MEDICAL ASSOCIATION, CHICAGO, IL, US, vol. 64, no. 3, 1 March 2007 (2007-03-01), pages 354 - 362, XP002633615, ISSN: 0003-9942 *
JOHNSON ET AL., J. NUC. MED., vol. 54, no. 7, 2013, pages 1011 - 1013
KLUNK W E ET AL., ANN NEUROL, vol. 55, no. 3, 2004
LEWCZUK P ET AL: "Amyloid [beta] peptides in plasma in early diagnosis of Alzheimer's disease: A multicenter study with multiplexing", EXPERIMENTAL NEUROLOGY, ELSEVIER, AMSTERDAM, NL, vol. 223, no. 2, 1 June 2010 (2010-06-01), pages 366 - 370, XP027038377, ISSN: 0014-4886, [retrieved on 20090805] *
MAWUENYEGA KG; KASTEN T; SIGURDSON W; BATEMAN RJ: "Amyloid-beta isoform metabolism quantitation by stable isotope-labeled kinetics", ANAL BIOCHEM., vol. 440, no. 1, 2013, pages 56 - 62, XP028676670, DOI: doi:10.1016/j.ab.2013.04.031
MAYEUX R; HONIG LS; TANG MX; MANLY J; STERN Y; SCHUPF N; MEHTA PD: "Plasma A[beta]40 and A[beta]42 and Alzheimer's disease: relation to age, mortality, and risk", NEUROLOGY, vol. 61, no. 9, 2003, pages 1185 - 90
MAYEUX R; SCHUPF N: "Blood-based biomarkers for Alzheimer's disease: plasma Ab40 and AB42, and genetic variants", NEUROBIO OF AGING., vol. 32, no. 11, 2011, pages S10 - S19, XP028106547, DOI: doi:10.1016/j.neurobiolaging.2011.09.004
NI-CHUNG LEE ET AL: "Blood Beta-Amyloid and Tau in Down Syndrome: A Comparison with Alzheimer's Disease", FRONTIERS IN AGING NEUROSCIENCE, vol. 8, 17 January 2017 (2017-01-17), XP055485695, DOI: 10.3389/fnagi.2016.00316 *
OVOD ET AL., ALZHEIMER'S & DEMENTIA, vol. 13, 2017, pages 841 - 849
OVOD VITALIY ET AL: "Amyloid [beta] concentrations and stable isotope labeling kinetics of human plasma specific to central nervous system amyloidosis", ALZHEIMER'S & DEMENTIA: THE JOURNAL OF THE ALZHEIMER'SASSOCIATION, ELSEVIER, NEW YORK, NY, US, vol. 13, no. 8, 19 July 2017 (2017-07-19), pages 841 - 849, XP085151618, ISSN: 1552-5260, DOI: 10.1016/J.JALZ.2017.06.2266 *
PATTERSON BW; ELBERT DL; MAWUENYEGA KG; KASTEN T; OVOD V; MA S; XIONG C; CHOTT R; YARASHESKI K; SIGURDSON W: "Age and amyloid effects on human CNS amyloid-beta kinetics", ANN NEUROL., vol. 78, no. 3, 2015, pages 439 - 453
PATTERSON, ANNALS OF NEUROLOGY, vol. 78, no. 3, 2015, pages 439 - 453
PATTERSON, ANNALS OF NEUROLOGY, vol. 78, no. 3, pages 439 - 453
POTTER R; PATTERSON BW; ELBERT DL; OVOD V; KASTEN T; SIGURDSON W; MAWUENYEGA K; BLAZEY T; GOATE A; CHOTT R: "Increased in vivo amyloid-r342 production, exchange, and loss in presenilin mutation carriers", SCI TRANSL MED., vol. 5, no. 189, 2013
ROBERTS KF; ELBERT DL; KASTEN TP; PATTERSON BW; SIGURDSON WC; CONNORS RE; OVOD V; MUNSELL LY; MAWUENYEGA KG; MILLER-THOMAS MM: "Amyloid-B efflux from the CNS into the plasma", ANN NEUROL., vol. 76, no. 6, 2014, pages 837 - 844
SELKOE DJ; HARDY J: "The amyloid hypothesis of Alzheimer's disease at 25 years", EMBO MOL MED., vol. 8, no. 6, 2016, pages 595 - 608
T. SOBOW; M. FLIRSKI; I. KTOSZEWSKA; P.P. LIBERSKI: "Plasma levels of alpha beta peptides are altered in amnestic mild cognitive impairment but not in sporadic Alzheimer's disease", ACTA. NEUROBIOL. EXP. (WARS, vol. 65, 2005, pages 117 - 124
YAFFE K; WESTON A; GRAFF-RADFORD NR; SATTERFIELD S; SIMONSICK EM; YOUNKIN SG; YOUNKIN LH; KULLER L; AYONAYON HN; DING J: "Association of plasma beta-amyloid level and cognitive reserve with subsequent cognitive decline", JAMA, vol. 305, no. 3, 2011, pages 261 - 6

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12066444B2 (en) 2017-05-01 2024-08-20 Washington University Blood-based methods for determining Aβ amyloidosis
JP2022516991A (en) * 2019-01-09 2022-03-03 ワシントン・ユニバーシティ Multiplex assay and how to use it
JP7558574B2 (en) 2019-01-09 2024-10-01 ワシントン・ユニバーシティ Multiplex assays and methods of use thereof

Also Published As

Publication number Publication date
US20210255201A1 (en) 2021-08-19
US12066444B2 (en) 2024-08-20

Similar Documents

Publication Publication Date Title
Ovod et al. Amyloid β concentrations and stable isotope labeling kinetics of human plasma specific to central nervous system amyloidosis
US20230314453A1 (en) Biomarker levels and neuroimaging for detecting, monitoring and treating brain injury or trauma
JP7558574B2 (en) Multiplex assays and methods of use thereof
EP2628013B1 (en) Biomarkers of brain injury
Vijiaratnam et al. How should we be using biomarkers in trials of disease modification in Parkinson’s disease?
JP6129868B2 (en) Methods for diagnosing Alzheimer&#39;s disease
US20220299527A1 (en) Methods to detect mtbr tau isoforms and use thereof
JP2013511732A (en) Methods, kits and reagents for diagnosis of neurological disorders, diagnostic aids and / or monitoring of their progress
Ghidoni et al. Translational proteomics in Alzheimer's disease and related disorders
US12066444B2 (en) Blood-based methods for determining Aβ amyloidosis
Naveed et al. Plasma biomarkers: potent screeners of Alzheimer’s disease
Dayarathna et al. Nanoscale flow cytometry‐based quantification of blood‐based extracellular vesicle biomarkers distinguishes MCI and Alzheimer's disease
US20250147049A1 (en) Methods for detecting csf tau species with stage and progression of alzheimer&#39;s disease, and use thereof
CN110261617B (en) Peripheral blood markers of cerebral hemorrhage and their applications
US20250306037A1 (en) Methods to detect ab proteoforms and use thereof
US20230280357A1 (en) Csf phosphorylated tau and amyloid beta profiles as biomarkers of tauopathies
US20230144446A1 (en) Blood-based diagnostic assays for alzheimer&#39;s disease
Taha Biomarkers in CNS-originating Extracellular Vesicles for Parkinson’s disease and Multiple System Atrophy
Endpoint 26 Biomarkers of Kidney Injury and Rejection
Shipp Ultra-sensitive measurement of protein and nucleic acid biomarkers may enable earlier disease detection and more effective therapies

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 18726628

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 18726628

Country of ref document: EP

Kind code of ref document: A1