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- Nowak, Jan K., et al.
(författare)
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Characterization of the circulating transcriptomic landscape in inflammatory bowel disease provides evidence for dysregulation of multiple transcription factors including NFE2, SPI1, CEBPB, and IRF2
- 2022
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Ingår i: Journal of Crohn's & Colitis. - : Oxford University Press. - 1873-9946 .- 1876-4479. ; 16:8, s. 1255-1268
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Tidskriftsartikel (refereegranskat)abstract
- AIM: To assess the pathobiological and translational importance of whole blood transcriptomic analysis in inflammatory bowel disease (IBD).METHODS: We analyzed whole blood expression profiles from paired-end sequencing in a discovery cohort of 590 Europeans recruited across six countries in the IBD Character initiative (newly diagnosed patients with Crohn's disease [CD, n = 156], ulcerative colitis [UC, n = 167], and controls [n = 267]), exploring differential expression (DESeq2), co-expression networks (WGCNA), and transcription factor involvement (EPEE, ChEA, DoRothEA). Findings were validated by analysis of an independent replication cohort (99 CD, 100 UC, and 95 controls). In the discovery cohort, we also defined baseline expression correlates of future treatment escalation using cross-validated elastic-net and random forest modelling, along with a pragmatic ratio detection procedure.RESULTS: Disease-specific transcriptomes were defined in IBD (8697 transcripts), CD (7152), and UC (8521), with the most highly significant changes in single genes, including CD177 (log2-fold change [LFC] = 4.63, p = 4.05 × 10 -118), MCEMP1 (LFC = 2.45, p = 7.37 × 10 -109), and S100A12 (LFC = 2.31, p = 2.15 × 10 -93). Significantly over-represented pathways included IL-1 (p = 1.58 × 10 -11), IL-4, and IL-13 (p = 8.96 × 10 -9). Highly concordant results were obtained using multiple regulatory activity inference tools applied to the discovery and replication cohorts. These analyses demonstrated central roles in IBD for the transcription factors NFE2, SPI1 (PU.1), CEBPB, and IRF2, all regulators of cytokine signaling, based on a consistent signal across cohorts and transcription factor ranking methods. A number of simple transcriptome-based models were associated with the need for treatment escalation, including the binary CLEC5A/CDH2 expression ratio in UC (hazard ratio = 23.4, 95% CI 5.3-102.0).CONCLUSION: Transcriptomic analysis has allowed for a detailed characterization of IBD pathobiology, with important potential translational implications.
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| 2. |
- Vatn, Simen Svendsen, et al.
(författare)
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Mucosal Gene Transcript Signatures in Treatment Naïve Inflammatory Bowel Disease : A Comparative Analysis of Disease to Symptomatic and Healthy Controls in the European IBD-Character Cohort
- 2022
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Ingår i: Clinical and Experimental Gastroenterology. - : Dove Medical Press Ltd.. - 1178-7023. ; 15, s. 5-25
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Tidskriftsartikel (refereegranskat)abstract
- Background: Studies of the mucosal transcriptomic landscape have given new insight into the pathogenesis of inflammatory bowel disease (IBD). Recently, the predictive biomarker potential of gene expression signatures has been explored. To further investigate the mucosal gene expression in IBD, we recruited a cohort of treatment naïve patients and compared them to both symptomatic and healthy controls.Methods: Altogether, 323 subjects were included: Crohn's disease (N = 75), ulcerative colitis (N = 87) and IBD unclassified (N = 3). Additionally, there were two control groups: symptomatic controls (N = 131) and healthy controls (N = 27). Mucosal biopsies were collected during ileocolonoscopy and gene expression in inflamed and non-inflamed mucosa was explored. Gene expression profiling was performed using Agilent G3 Human Gene Expression 860K v3 One-Color microarray. We recorded information about treatment escalation to anti-TNF agents or surgery, and anti-TNF response, to explore predictive opportunities of the mucosal transcriptome.Results: Gene expression profiles in symptomatic controls in whom IBD had been excluded resembled that of IBD patients and diverged from that of healthy controls. In non-inflamed Crohn's disease and ulcerative colitis, gene set enrichment analysis revealed dysregulation of pathways involved in basic cellular biological processes. Mitochondria-associated pathways were dysregulated both in non-inflamed and inflamed Crohn's disease and ulcerative colitis (>2.6 normalized enrichment scores <-1.8). Gene expression signatures of Crohn's disease and ulcerative colitis did not predict time for treatment escalation (p = 0.175). No significant association was found between gene expression signatures and anti-TNF response.Conclusion: Non-inflamed samples are probably superior to inflamed samples when exploring gene expression signatures in IBD and might reveal underlying mechanisms central for disease initiation. The gene expression signatures of the control groups were related to if they were symptomatic or not, which may have important implications for future study designs.
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