Nature Communications · 2018 · 388 citations · 49 references
Life SciencesImmunologyMolecular MedicineInflammationInnate ImmunityTranscriptomicsGastrointestinal InflammationGut MicrobiotaInflammatory Bowel DiseaseInnate Immune ResponseMucosal InflammationMucosal PathogenesisDisease Course PredictionGene Expression SignaturesInflammatory Bowel Disease DysbiosisInflammatory Bowel Disease ImmunopathogenesisInflammatory Bowel Disease PathogenesisInflammatory Bowel Disease PathophysiologyInnate Immune FunctionPediatric Ulcerative Colitis
Abstract Molecular mechanisms driving disease course and response to therapy in ulcerative colitis (UC) are not well understood. Here, we use RNAseq to define pre-treatment rectal gene expression, and fecal microbiota profiles, in 206 pediatric UC patients receiving standardised therapy. We validate our key findings in adult and paediatric UC cohorts of 408 participants. We observe a marked suppression of mitochondrial genes and function across cohorts in active UC, and that increasing disease severity is notable for enrichment of adenoma/adenocarcinoma and innate immune genes. A subset of severity genes improves prediction of corticosteroid-induced remission in the discovery cohort; this gene signature is also associated with response to anti-TNFα and anti-α 4 β 7 integrin in adults. The severity and therapeutic response gene signatures were in turn associated with shifts in microbes previously implicated in mucosal homeostasis. Our data provide insights into UC pathogenesis, and may prioritise future therapies for nonresponders to current approaches.
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Near-optimal probabilistic RNA-seq quantification
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xCell: digitally portraying the tissue cellular heterogeneity landscape
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