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GWAS Study

Consolidation of metabolomic, proteomic, and GWAS data in connective model of schizophrenia.

Kopylov AT, Stepanov AA, Butkova TV et al.

36747015 PubMed ID
GWAS Study Type
138 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

KA
Kopylov AT
SA
Stepanov AA
BT
Butkova TV
MK
Malsagova KA
ZN
Zakharova NV
KG
Kostyuk GP
EA
Elmuratov AU
KA
Kaysheva AL
Chapter II

Abstract

Summary of the research findings

Despite of multiple systematic studies of schizophrenia based on proteomics, metabolomics, and genome-wide significant loci, reconstruction of underlying mechanism is still a challenging task. Combination of the advanced data for quantitative proteomics, metabolomics, and genome-wide association study (GWAS) can enhance the current fundamental knowledge about molecular pathogenesis of schizophrenia. In this study, we utilized quantitative proteomic and metabolomic assay, and high throughput genotyping for the GWAS study. We identified 20 differently expressed proteins that were validated on an independent cohort of patients with schizophrenia, including ALS, A1AG1, PEDF, VTDB, CERU, APOB, APOH, FASN, GPX3, etc. and almost half of them are new for schizophrenia. The metabolomic survey revealed 18 group-specific compounds, most of which were the part of transformation of tyrosine and steroids with the prevalence to androgens (androsterone sulfate, thyroliberin, thyroxine, dihydrotestosterone, androstenedione, cholesterol sulfate, metanephrine, dopaquinone, etc.). The GWAS assay mostly failed to reveal significantly associated loci therefore 52 loci with the smoothened p < 10-5 were fractionally integrated into proteome-metabolome data. We integrated three omics layers and powered them by the quantitative analysis to propose a map of molecular events associated with schizophrenia psychopathology. The resulting interplay between different molecular layers emphasizes a strict implication of lipids transport, oxidative stress, imbalance in steroidogenesis and associated impartments of thyroid hormones as key interconnected nodes essential for understanding of how the regulation of distinct metabolic axis is achieved and what happens in the conditioned proteome and metabolome to produce a schizophrenia-specific pattern.

49 European ancestry cases, 50 European ancestry controls

Chapter III

Study Statistics

Key metrics and study information

138
Total Participants
GWAS
Study Type
Yes
Replicated
28 European ancestry cases, 11 European ancestry controls
Replication Participants
European
Ancestry
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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