Nature Immunology · 2023 · 729 citations · 56 references
Life SciencesImmunologyMolecular GeneticsAutoimmunityImmunogeneticsInflammationGastrointestinal InflammationGenetic Susceptibility To AutoimmunityImmune-mediated Inflammatory DiseasesInflammatory BiomarkersInflammatory Bowel DiseaseInflammatory SignalingGenetic Biomarkers Of InflammationGenomic Target PrioritizationImmune-mediated InflammationInflammation-related BiomarkersInflammation-related Gene ExpressionInflammatory Bowel Disease GeneticsInflammatory Bowel Disease ImmunopathogenesisInflammatory Bowel Disease Pathophysiology
Circulating proteins have important functions in inflammation and a broad range of diseases. To identify genetic influences on inflammation-related proteins, we conducted a genome-wide protein quantitative trait locus (pQTL) study of 91 plasma proteins measured using the Olink Target platform in 14,824 participants. We identified 180 pQTLs (59 cis, 121 trans). Integration of pQTL data with eQTL and disease genome-wide association studies provided insight into pathogenesis, implicating lymphotoxin-α in multiple sclerosis. Using Mendelian randomization (MR) to assess causality in disease etiology, we identified both shared and distinct effects of specific proteins across immune-mediated diseases, including directionally discordant effects of CD40 on risk of rheumatoid arthritis versus multiple sclerosis and inflammatory bowel disease. MR implicated CXCL5 in the etiology of ulcerative colitis (UC) and we show elevated gut CXCL5 transcript expression in patients with UC. These results identify targets of existing drugs and provide a powerful resource to facilitate future drug target prioritization.
56
Trimmomatic: a flexible trimmer for Illumina sequence data
Anthony Bolger, Marc Lohse, Björn Usadel · Bioinformatics · 2014 · 69.7K citations · Full text
HTSeq—a Python framework to work with high-throughput sequencing data
Simon Anders, Paul Theodor Pyl, Wolfgang Huber · Bioinformatics · 2014 · 22.7K citations · Full text
The GTEx Consortium atlas of genetic regulatory effects across human tissues
François Aguet, Shankara Anand, Kristin Ardlie et al. · Science · 2020 · 5.8K citations · Full text