Schizophrenia ResearchGeneticsPeer-reviewed journal article
Comprehensive pathway analyses of schizophrenia risk loci point to dysfunctional postsynaptic signaling
Dick SchijveniD, Daniel KofinkiD, Vinicius TraganteiD, Marloes VerkerkeiD, Sara L. PulitiD, René S. KahniD, Jan Herman VeldinkiD, Christiaan H. VinkersiD, Marco P. BoksiD, Jurjen Justin LuykxiD
Abstract
Large-scale genome-wide association studies (GWAS) have implicated many low-penetrance loci in schizophrenia. However, its pathological mechanisms are poorly understood, which in turn hampers the development of novel pharmacological treatments. Pathway and gene set analyses carry the potential to generate hypotheses about disease mechanisms and have provided biological context to genome-wide data of schizophrenia. We aimed to examine which biological processes are likely candidates to underlie schizophrenia by integrating novel and powerful pathway analysis tools using data from the largest Psychiatric Genomics Consortium schizophrenia GWAS (N = 79 845) and the most recent 2018 schizophrenia GWAS (N = 105 318). By applying a primary unbiased analysis (Multi-marker Analysis of GenoMic Annotation; MAGMA) to weigh the role of biological processes from the MSigDB database, we identified enrichment of common variants in synaptic plasticity and neuron differentiation gene sets. We supported these findings using MAGMA, Meta-Analysis Gene-set Enrichment of variaNT Associations (MAGENTA) and Interval Enrichment Analysis (INRICH) on detailed synaptic signaling pathways from the Kyoto Encyclopedia of Genes and Genomes (KEGG) and found enrichment in mainly the dopaminergic and cholinergic synapses. Moreover, shared genes involved in these neurotransmitter systems had a large contribution to the observed enrichment, protein products of top genes in these pathways showed more direct and indirect interactions than expected by chance, and expression profiles of these genes were largely similar among brain tissues. In conclusion, we provide strong and consistent genetics and protein-interaction informed evidence for the role of postsynaptic signaling processes in schizophrenia, opening avenues for future translational and psychopharmacological studies.
- organism: human
- assay: GWAS summary statistics
- research focus: gene regulatory network inference
- research focus: differential expression
- research focus: benchmarking
- approach: statistical model
- Citations
- 37
- FWCI
- 4.49
- Field percentile
- top 5%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A Transcriptome Wide Association Study implicates specific pre- and post-synaptic abnormalities in Schizophrenia
Lynsey S. Hall, Christopher William Medway, … Michael C. O’Donovan·Human Molecular GeneticsPeer-reviewed·Oct 23, 2019
- Mapping genomic loci prioritises genes and implicates synaptic biology in schizophrenia
Vassily Trubetskoy, Antonio F. Pardiñas, … Elliot S. Gershon·NaturePeer-reviewed·Apr 8, 2022
- Dissecting Schizophrenia Biology Using Pleiotropy with Cognitive Genomics
Upasana Bhattacharyya, Jibin John, … Max Lam·Biological PsychiatryPeer-reviewed·Feb 22, 2025
- Pathways analyses of schizophrenia GWAS focusing on known and novel drug targets
Héléna A. Gaspar, Gerome D. Breen·bioRxiv·Aug 18, 2017
- Molecular signaling pathways underlying schizophrenia
Jari Tiihonen, Marja Koskuvi, … Jari Koıstınaho·Schizophrenia ResearchPeer-reviewed·May 15, 2021
- Genetic combination risk for schizophrenia
Kengo Oishi, Tomihisa Niitsu, … Masaomi Iyo·Schizophrenia ResearchPeer-reviewed·Aug 30, 2019