Single-cell RNA sequencing reveals dysregulated cellular programmes in the inflamed epithelium of Crohn’s disease patients

Monika Krzak, Tobi Alegbe,D Leland Taylor,Mennatallah Ghouraba, Michelle Strickland, Reem Satti, Tina Thompson, Kenneth Arestang,Moritz J Przybilla,Lucia Ramirez-Navarro,Bradley T Harris, Kimberly Ai Xian Cheam,Guillaume Noell,Steven Leonard,Velislava Petrova, Carla Jones-Bell,Kylie R James, Noor Wana, May Xueqi Hu, Jason Skelton, Jasmin Ostermayer,Yong Gu,Claire Dawson,Daniele Corridoni, Cristina Cotobal Martin,Miles Parkes,Vivek Iyer,Gareth-Rhys Jones,Rebecca E. McIntyre,Tim Raine,Carl A Anderson

medRxiv (Cold Spring Harbor Laboratory)(2023)

引用 0|浏览13
暂无评分
摘要
Crohn’s disease (CD) is a complex inflammatory disorder of incompletely understood molecular aetiology. We generated a large single-cell RNA sequencing dataset from the terminal ileal biopsies of two independent cohorts comprising a total of 50 CD patients and 71 healthy controls. We performed transcriptomic analyses to reveal genes, cell types and mechanisms perturbed in CD, leveraging the power of the two cohorts to confirm our findings and assess replicability. In addition to mapping widespread alterations in cytokine signalling, we provide evidence of pan-epithelial upregulation of MHC class I genes and pathways in CD. Using non-negative matrix factorization we revealed intra- and inter-cellular upregulation of expression programmes such as G-protein coupled receptor signalling and interferon signalling, respectively, in CD. We observed an enrichment of CD heritability among marker genes for various activated T cell types and myeloid cells, supporting a causal role for these cell types in CD aetiology. Comparisons between our discovery and replication cohort revealed significant variation in differential gene-expression replicability across cell types. B, T and myeloid cells showed particularly poor replicability, suggesting caution should be exercised when interpreting unreplicated differential gene-expression results in these cell types. Overall, our results provide a rich resource for identifying cell type specific biomarkers of Crohn’s disease and identifying genes, cell types and pathways that are causally and replicably associated with disease. ### Competing Interest Statement C.A.A. has received consultancy or speaker fees from Genomics plc, BridgeBio and GSK. T.R. has received research/educational grants and/or speaker/consultation fees from Abbvie, Arena, Aslan, AstraZeneca, Boehringer-Ingelheim, BMS, Celgene, Ferring, Galapagos, Gilead, GSK, Heptares, LabGenius, Janssen, Mylan, MSD, Novartis, Pfizer, Sandoz, Takeda and UCB. D.C is now an employee of AstraZeneca. ### Funding Statement This research was supported by the NIHR Cambridge Biomedical Research Centre (BRC-1215-20014). The views expressed are those of the authors and not necessarily those of the NIHR or the Department of Health and Social Care. This research was funded in part by the Wellcome Trust [Grant numbers 206194 and 108413/A/15/D], The Crohn's Colitis Foundation Genetics Initiative [Grant numbers 612986 and 997266] and Open Targets [OTAR2057]. ### Author Declarations I confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained. Yes The details of the IRB/oversight body that provided approval or exemption for the research described are given below: The Cambridge South Research Ethics Committee of the National Health Service (REC ID 17/EE/0338) gave ethical approval to this work. I confirm that all necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived, and that any patient/participant/sample identifiers included were not known to anyone (e.g., hospital staff, patients or participants themselves) outside the research group so cannot be used to identify individuals. Yes I understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance). Yes I have followed all appropriate research reporting guidelines, such as any relevant EQUATOR Network research reporting checklist(s) and other pertinent material, if applicable. Yes
更多
查看译文
关键词
crohn disease,single-cell
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要