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Developmental and genetic regulation of the human cortex transcriptome illuminate schizophrenia pathogenesis | L. Collado-Torres

lcolladotor.github.io
Genome-wide association studies have identified 108 schizophrenia risk loci, but biological mechanisms for individual loci are largely unknown. Using developmental, genetic and illness-based RNA sequencing expression analysis in human brain, we characterized the human brain transcriptome around these loci and found enrichment for developmentally regulated genes with novel examples of shifting isoform usage across pre- and postnatal life. We found widespread expression quantitative trait loci (eQTLs), including many with transcript specificity and previously unannotated sequence that were independently replicated. We leveraged this general eQTL database to show that 48.1% of risk variants for schizophrenia associate with nearby expression. We lastly found 237 genes significantly differentially expressed between patients and controls, which replicated in an independent dataset, implicated synaptic processes, and were strongly regulated in early development. These findings together offer genetics- and diagnosis-related targets for better modeling of schizophrenia risk. This resource is publicly available at http://eqtl.brainseq.org/phase1.
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Keywords cloud loci schizophrenia found risk expression human replicated transcriptome brain genetic regulated genes ColladoTorres patients controls expressed variants differentially independent dataset
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Internal links in - lcolladotor.github.io

Regional heterogeneity in gene expression, regulation and coherence in hippocampus and dorsolateral prefrontal cortex across development and in schizophrenia
Regional heterogeneity in gene expression, regulation and coherence in hippocampus and dorsolateral prefrontal cortex across development and in schizophrenia | L. Collado-Torres
Non-coding Class Switch Recombination-related transcription in human normal and pathological immune responses
Non-coding Class Switch Recombination-related transcription in human normal and pathological immune responses | L. Collado-Torres
Developmental and genetic regulation of the human cortex transcriptome illuminate schizophrenia pathogenesis
Developmental and genetic regulation of the human cortex transcriptome illuminate schizophrenia pathogenesis | L. Collado-Torres
recount workflow: Accessing over 70,000 human RNA-seq samples with Bioconductor [version 1; referees: 1 approved, 2 approved with reservations]
recount workflow: Accessing over 70,000 human RNA-seq samples with Bioconductor [version 1; referees: 1 approved, 2 approved with reservations] | L. Collado-Torres
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Divergent neuronal DNA methylation patterns across human cortical development: Critical periods and a unique role of CpH methylation | L. Collado-Torres
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MPH TA sessions
Analysis of High-Throughput Sequencing data with Bioconductor
L. Collado Torres: PDCB-HTS
Introduction to R and Biostatistics
L. Collado Torres: PDCB-Biostats
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How to ask for help for Bioconductor packages | L. Collado-Torres

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Developmental and genetic regulation of the human cortex transcriptome illuminate schizophrenia pathogenesis | L. Collado-Torres Toggle navigation L. Collado-Torres Home Publications Talks Blog CV Students Teaching Contact Search Developmental and genetic regulation of the human cortex transcriptome illuminate schizophrenia pathogenesis Jaffe AE, Straub R, Shin JH, Tao R, Gao Y, Collado-Torres L, Kam-Thong T, Xi HS, Quan J, Chen Q, Colantuoni C, Ulrich WS, Maher BJ, Deep-Soboslay A, The BrainSeq Consortium, Cross AJ, Brandon NJ, Leek JT, Hyde TM, Kleinman JE, Weinberger DR Abstract Genome-wide undertone studies have identified 108 schizophrenia risk loci, but biological mechanisms for individual loci are largely unknown. Using developmental, genetic and illness-based RNA sequencing expression wringer in human brain, we characterized the human smart-ass transcriptome virtually these loci and found enrichment for developmentally regulated genes with novel examples of shifting isoform usage wideness pre- and postnatal life. We found widespread expression quantitative trait loci (eQTLs), including many with transcript specificity and previously unannotated sequence that were independently replicated. We leveraged this unstipulated eQTL database to show that 48.1% of risk variants for schizophrenia socialize with nearby expression. We lastly found 237 genes significantly differentially expressed between patients and controls, which replicated in an self-sustaining dataset, implicated synaptic processes, and were strongly regulated in early development. These findings together offer genetics- and diagnosis-related targets for largest modeling of schizophrenia risk. This resource is publicly misogynist at http://eqtl.brainseq.org/phase1. Type Peer-reviewed Publication Nature Neuroscience Date July, 2018 Links PDF Project Pre-print © 2011-2018 Leonardo Collado Torres under (CC) BY-NC-SA 4.0. All thoughts and opinions here are my own. · Powered by the Academic theme for Hugo. × Cite Copy Download