Biomarkers for bipolar disorder and schizophrenia
AssigneesThe Regents of the University of California, Laguna Diagnostics, LLC
InventorsTerry W. Osborn, Marquis Vawter
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Abstract
The present invention provides combinations of biomarkers that can be used in the diagnosis and differentiation of bipolar disorder and schizophrenia. The present invention therefore provides methods of differentiating, diagnosing and treating bipolar disorder and schizophrenia, by examining relevant proteins and RNA in a patient sample.
Claims14
A method of reducing the manifestation and/or progression of bipolar disorder (BD) and schizophrenia (SZ) in a human subject having BD or SZ comprising administering to the human subject one or more clinically approved antipsychotic drugs, wherein the human subject has been selected for administration of the one or more clinically approved antipsychotic drugs after completion of a 4-part gene expression assay on a sample of blood or cells from the human subject, wherein the human subject has been classified as having BD or SZ prior to the administration of the one or more antipsychotic drugs after (a) measuring the mRNA expression levels of each gene in the group consisting of SLC44A5, HADHA, CPA3, OXTR, CCDC109B, TREML4, TRIM4, PTGDS, HPR, EEF2, ZMYND8, TCEA3, IL5RA, GYLTL1B, FADS2, CRIP2, DDX5, and HLA-DRB5 in the sample and (b) correlating those measured levels with either BD or SZ by a logistic regression method comprising the following steps:
- (i) first, the measured mRNA levels of each of the genes SLC44A5, HADHA, CPA3, OXTR, CCDC109B, TREML4, TRIM4, PTGDS, HPR, EEF2, and ZMYND8 are each multiplied by an associated weight factor and then added to form a weighted sum value;
- and the weighted sum value compared against a reference threshold, wherein a weighted sum value equal to or below this reference threshold identifies the subject as suspected of developing or having BD or SZ;
- then, second,
- (ii) if the human subject is suspected of developing or having BD or SZ after step (i), the weighted sum value of the measured mRNA expression levels of each of the genes OXTR, PTGDS, FADS2, and HLA-DRB5 in the sample is calculated and compared against a reference threshold, wherein a weighted sum value equal to or below this reference threshold identifies the human subject as suspected of developing or having BD;
- and then, third,
- (iii) if the human subject is suspected of developing or having BD or SZ after step (i), the weighted sum value of the measured mRNA expression levels of the genes TCEA3, SLC44A5, IL5RA, GYLTL1B, and DDX5 in the sample is calculated and compared against a reference threshold, wherein a weighted sum value equal to or below this reference threshold identifies the human subject as suspected of developing or having SZ;
- and then, fourth,
- (iv(a)) if the human subject has been identified as suspected of developing or having BD after steps (i) and (ii), the weighted sum value of the measured mRNA expression levels of the genes OXTR, FADS2, and CRIP2 in the sample is calculated and compared against a reference threshold, wherein a weighted sum value above this reference threshold differentiates and classifies the human subject as having BD and not SZ;
- and
- (iv(b)) if the human subject has been identified as suspected of developing or having SZ after steps (i) and (iii), the weighted sum value of the measured mRNA expression levels of the genes OXTR, FADS2, and CRIP2 in the sample is calculated and compared against a reference threshold, wherein a weighted sum value equal to or below this reference threshold differentiates and classifies the human subject as having SZ and not BD;
- wherein the multiplication of mRNA levels by associated weight factors, the weighted sum values, and the reference thresholds are parts of the logistic regression method.
Dependencies are inferred from the claim text.