Literature DB >> 29888231

Exon Array Biomarkers for the Differential Diagnosis of Schizophrenia and Bipolar Disorder.

Marquis Philip Vawter1, Robert Philibert2, Brandi Rollins1, Patricia L Ruppel3, Terry W Osborn4.   

Abstract

This study developed potential blood-based biomarker tests for diagnosing and differentiating schizophrenia (SZ), bipolar disorder type I (BD), and normal control (NC) subjects using mRNA gene expression signatures. A total of 90 subjects (n = 30 each for the three groups of subjects) provided blood samples at two visits. The Affymetrix exon microarray was used to profile the expression of over 1.4 million probesets. We selected potential biomarker panels using the temporal stability of the probesets and also back-tested them at two different visits for each subject. The 18-gene biomarker panels, using logistic regression modeling, correctly differentiated the three groups of subjects with high accuracy across the two different clinical visits (83-88% accuracy). The results are also consistent with the actual data and the "leave-one-out" analyses, indicating that the models should be predictive when applied to independent data cohorts. Many of the SZ and BD subjects were taking antipsychotic and mood stabilizer medications at the time of blood draw, raising the possibility that these drugs could have affected some of the differential transcription signatures. Using an independent Illumina data set of gene expression data from antipsychotic medication-free SZ subjects, the 18-gene biomarker panels produced a receiver operating characteristic curve accuracy greater than 0.866 in patients that were less than 30 years of age and medication free. We confirmed select transcripts by quantitative PCR and the nCounter® System. The episodic nature of psychiatric disorders might lead to highly variable results depending on when blood is collected in relation to the severity of the disease/symptoms. We have found stable trait gene panel markers for lifelong psychiatric disorders that may have diagnostic utility in younger undiagnosed subjects where there is a critical unmet need. The study requires replication in subjects for ultimate proof of the utility of the differential diagnosis.

Entities:  

Keywords:  Biomarker; Bipolar I disorder; Schizophrenia

Year:  2018        PMID: 29888231      PMCID: PMC5981774          DOI: 10.1159/000485800

Source DB:  PubMed          Journal:  Mol Neuropsychiatry        ISSN: 2296-9179


  88 in total

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Journal:  Nucleic Acids Res       Date:  2010-09-22       Impact factor: 16.971

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6.  Cross-hybridization modeling on Affymetrix exon arrays.

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7.  MADS+: discovery of differential splicing events from Affymetrix exon junction array data.

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8.  Convergent functional genomics of anxiety disorders: translational identification of genes, biomarkers, pathways and mechanisms.

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9.  SNPinProbe_1.0: a database for filtering out probes in the Affymetrix GeneChip human exon 1.0 ST array potentially affected by SNPs.

Authors:  Shiwei Duan; Wei Zhang; Wasim Kamel Bleibel; Nancy Jean Cox; M Eileen Dolan
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10.  Methylomic changes during conversion to psychosis.

Authors:  O Kebir; B Chaumette; F Rivollier; F Miozzo; L P Lemieux Perreault; A Barhdadi; S Provost; M Plaze; J Bourgin; R Gaillard; V Mezger; M-P Dubé; M-O Krebs
Journal:  Mol Psychiatry       Date:  2016-04-26       Impact factor: 15.992

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