Nature Medicine · 2021 · 290 citations · 44 references
Veterinary MedicineImmunologyPathologyImmunopathologyInflammationTranscriptomicsCytokine BiologyGastrointestinal InflammationInflammatory Bowel DiseaseInflammatory Cell ResponsesInflammatory SignalingMucosal InflammationColonic InflammationInflammatory Bowel Disease ImmunopathogenesisInflammatory Bowel Disease PathogenesisInflammatory Bowel Disease PathophysiologyInterleukin-1 Mediated InflammationInterleukin-1-mediated InflammationPrecision TherapeuticsVascular Remodeling
Current inflammatory bowel disease (IBD) therapies are ineffective in a high proportion of patients. Combining bulk and single-cell transcriptomics, quantitative histopathology and in situ localization across three cohorts of patients with IBD (total n = 376), we identify coexpressed gene modules within the heterogeneous tissular inflammatory response in IBD that map to distinct histopathological and cellular features (pathotypes). One of these pathotypes is defined by high neutrophil infiltration, activation of fibroblasts and vascular remodeling at sites of deep ulceration. Activated fibroblasts in the ulcer bed display neutrophil-chemoattractant properties that are IL-1R, but not TNF, dependent. Pathotype-associated neutrophil and fibroblast signatures are increased in nonresponders to several therapies across four independent cohorts (total n = 343). The identification of distinct, localized, tissular pathotypes will aid precision targeting of current therapeutics and provides a biological rationale for IL-1 signaling blockade in ulcerating disease.
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clusterProfiler: an R Package for Comparing Biological Themes Among Gene Clusters
Guangchuang Yu, Li-Gen Wang, Yanyan Han et al. · OMICS A Journal of Integrative Biology · 2012 · 38.3K citations
WGCNA: an R package for weighted correlation network analysis
Peter Langfelder, Steve Horvath · BMC Bioinformatics · 2008 · 29.1K citations · Full text