TY - JOUR KW - Cell biology KW - Data integration KW - Gastrointestinal Diseases KW - Immunology KW - Transcriptomics AU - Amanda J. Oliver AU - Ni Huang AU - Raquel Bartolome-Casado AU - Ruoyan Li AU - Simon Koplev AU - Hogne R. Nilsen AU - Madelyn Moy AU - Batuhan Cakir AU - Krzysztof Polanski AU - Victoria Gudiño AU - Elisa Melón-Ardanaz AU - Dinithi Sumanaweera AU - Daniel Dimitrov AU - Lisa Marie Milchsack AU - Michael E. B. FitzPatrick AU - Nicholas M. Provine AU - Jacqueline M. Boccacino AU - Emma Dann AU - Alexander V. Predeus AU - Ken To AU - Martin Prete AU - Jonathan A. Chapman AU - Andrea C. Masi AU - Emily Stephenson AU - Justin Engelbert AU - Sebastian Lobentanzer AU - Shani Perera AU - Laura Richardson AU - Rakeshlal Kapuge AU - Anna Wilbrey-Clark AU - Claudia I. Semprich AU - Sophie Ellams AU - Catherine Tudor AU - Philomeena Joseph AU - Alba Garrido-Trigo AU - Ana M. Corraliza AU - Thomas R. W. Oliver AU - C. Elizabeth Hook AU - Kylie R. James AU - Krishnaa T. Mahbubani AU - Kourosh Saeb-Parsy AU - Matthias Zilbauer AU - Julio Saez-Rodriguez AU - Marte Lie Høivik AU - Espen S. Bækkevold AU - Christopher J. Stewart AU - Janet E. Berrington AU - Kerstin B. Meyer AU - Paul Klenerman AU - Azucena Salas AU - Muzlifah Haniffa AU - Frode L. Jahnsen AU - Rasa Elmentaite AU - Sarah A. Teichmann AB - The gastrointestinal tract is a multi-organ system crucial for efficient nutrient uptake and barrier immunity. Advances in genomics and a surge in gastrointestinal diseases1,2 has fuelled efforts to catalogue cells constituting gastrointestinal tissues in health and disease3. Here we present systematic integration of 25 single-cell RNA sequencing datasets spanning the entire healthy gastrointestinal tract in development and in adulthood. We uniformly processed 385 samples from 189 healthy controls using a newly developed automated quality control approach (scAutoQC), leading to a healthy reference atlas with approximately 1.1 million cells and 136 fine-grained cell states. We anchor 12 gastrointestinal disease datasets spanning gastrointestinal cancers, coeliac disease, ulcerative colitis and Crohn’s disease to this reference. Utilizing this 1.6 million cell resource (gutcellatlas.org), we discover epithelial cell metaplasia originating from stem cells in intestinal inflammatory diseases with transcriptional similarity to cells found in pyloric and Brunner’s glands. Although previously linked to mucosal healing4, we now implicate pyloric gland metaplastic cells in inflammation through recruitment of immune cells including T cells and neutrophils. Overall, we describe inflammation-induced changes in stem cells that alter mucosal tissue architecture and promote further inflammation, a concept applicable to other tissues and diseases. BT - Nature DA - 2024-11 DO - 10.1038/s41586-024-07571-1 IS - 8039 LA - en N2 - The gastrointestinal tract is a multi-organ system crucial for efficient nutrient uptake and barrier immunity. Advances in genomics and a surge in gastrointestinal diseases1,2 has fuelled efforts to catalogue cells constituting gastrointestinal tissues in health and disease3. Here we present systematic integration of 25 single-cell RNA sequencing datasets spanning the entire healthy gastrointestinal tract in development and in adulthood. We uniformly processed 385 samples from 189 healthy controls using a newly developed automated quality control approach (scAutoQC), leading to a healthy reference atlas with approximately 1.1 million cells and 136 fine-grained cell states. We anchor 12 gastrointestinal disease datasets spanning gastrointestinal cancers, coeliac disease, ulcerative colitis and Crohn’s disease to this reference. Utilizing this 1.6 million cell resource (gutcellatlas.org), we discover epithelial cell metaplasia originating from stem cells in intestinal inflammatory diseases with transcriptional similarity to cells found in pyloric and Brunner’s glands. Although previously linked to mucosal healing4, we now implicate pyloric gland metaplastic cells in inflammation through recruitment of immune cells including T cells and neutrophils. Overall, we describe inflammation-induced changes in stem cells that alter mucosal tissue architecture and promote further inflammation, a concept applicable to other tissues and diseases. PY - 2024 SP - 699 EP - 707 T2 - Nature TI - Single-cell integration reveals metaplasia in inflammatory gut diseases UR - https://www.nature.com/articles/s41586-024-07571-1 VL - 635 Y2 - 2024-11-26 SN - 1476-4687 ER -