Cell Type-Specific Induction of Inflammation-Associated Genes in Crohn's Disease and Colorectal Cancer

被引:9
作者
Saul, Dominik [1 ,2 ,3 ]
Barros, Luisa Leite [4 ,5 ]
Wixom, Alexander Q. [4 ]
Gellhaus, Benjamin [3 ]
Gibbons, Hunter R. [4 ]
Faubion, William A. [4 ]
Kosinsky, Robyn Laura [4 ]
机构
[1] Mayo Clin, Div Endocrinol, Rochester, MN 55905 USA
[2] Mayo Clin, Robert & Arlene Kogod Ctr Aging, Rochester, MN 55905 USA
[3] Georg August Univ Gottingen, Dept Trauma Orthoped & Reconstruct Surg, D-37075 Gottingen, Germany
[4] Mayo Clin, Div Gastroenterol & Hepatol, Rochester, MN 55905 USA
[5] Univ Sao Paulo, Sch Med, Dept Gastroenterol, BR-05403000 Sao Paulo, Brazil
关键词
inflammatory bowel disease; single cell sequencing; gene expression; transcriptomics; next generation sequencing; Crohn's disease; colorectal cancer; ulcerative colitis; INNATE LYMPHOID-CELLS; ULCERATIVE-COLITIS; BOWEL-DISEASE; SUSCEPTIBILITY LOCI; RISK; EXPRESSION; POPULATION; SIGNATURE; PATHWAY;
D O I
10.3390/ijms23063082
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Based on the rapid increase in incidence of inflammatory bowel disease (IBD), the identification of susceptibility genes and cell populations contributing to this condition is essential. Previous studies suggested multiple genes associated with the susceptibility of IBD; however, due to the analysis of whole-tissue samples, the contribution of individual cell populations remains widely unresolved. Single-cell RNA sequencing (scRNA-seq) provides the opportunity to identify underlying cellular populations. We determined the enrichment of Crohn's disease (CD)-induced genes in a publicly available Crohn's disease scRNA-seq dataset and detected the strongest induction of these genes in innate lymphoid cells (ILC1), highly activated T cells and dendritic cells, pericytes and activated fibroblasts, as well as epithelial cells. Notably, these genes were highly enriched in IBD-associated neoplasia, as well as sporadic colorectal cancer (CRC). Indeed, the same six cell populations displayed an upregulation of CD-induced genes in a CRC scRNA-seq dataset. Finally, after integrating and harmonizing the CD and CRC scRNA-seq data, we demonstrated that these six cell types display a gradual increase in gene expression levels from a healthy state to an inflammatory and tumorous state. Together, we identified cell populations that specifically upregulate CD-induced genes in CD and CRC patients and could, therefore, contribute to inflammation-associated tumor development.
引用
收藏
页数:14
相关论文
共 56 条
[1]  
[Anonymous], 2014, FACTS INFLAMMATORY B
[2]   Genetic analysis of four consanguineous multiplex families with inflammatory bowel disease [J].
Ben-Yosef, Noam ;
Frampton, Matthew ;
Schiff, Elena R. ;
Daher, Saleh ;
Abu Baker, Fadi ;
Safadi, Rifaat ;
Israeli, Eran ;
Segal, Anthony W. ;
Levine, Adam P. .
GASTROENTEROLOGY REPORT, 2021, 9 (06) :521-532
[3]   Human type 1 innate lymphoid cells accumulate in inflamed mucosa! tissues [J].
Bernink, Jochem H. ;
Peters, Charlotte P. ;
Munneke, Marius ;
te Velde, Anje A. ;
Meijer, Sybren L. ;
Weijer, Kees ;
Hreggvidsdottir, Hulda S. ;
Heinsbroek, Sigrid E. ;
Legrand, Nicolas ;
Buskens, Christianne J. ;
Bemelman, Willem A. ;
Mjosberg, Jenny M. ;
Spits, Hergen .
NATURE IMMUNOLOGY, 2013, 14 (03) :221-229
[4]   Colorectal cancer in Crohn's disease evaluated with genes belonging to fibroblasts of the intestinal mucosa selected by NMF [J].
Boccarelli, Angelina ;
Del Buono, Nicoletta ;
Esposito, Flavia .
PATHOLOGY RESEARCH AND PRACTICE, 2022, 229
[5]   Concise Review: Aggressive Colorectal Cancer: Role of Epithelial Cell Adhesion Molecule in Cancer Stem Cells and Epithelial-to-Mesenchymal Transition [J].
Boesch, Maximilian ;
Spizzo, Gilbert ;
Seeber, Andreas .
STEM CELLS TRANSLATIONAL MEDICINE, 2018, 7 (06) :495-501
[6]  
Borcherding N., 2021, ESCAPE EASY SINGLE C
[7]   Integrating single-cell transcriptomic data across different conditions, technologies, and species [J].
Butler, Andrew ;
Hoffman, Paul ;
Smibert, Peter ;
Papalexi, Efthymia ;
Satija, Rahul .
NATURE BIOTECHNOLOGY, 2018, 36 (05) :411-+
[8]   The Colorectal Cancer Tumor Microenvironment and Its Impact on Liver and Lung Metastasis [J].
Chandra, Raghav ;
Karalis, John D. ;
Liu, Charles ;
Murimwa, Gilbert Z. ;
Voth Park, Josiah ;
Heid, Christopher A. ;
Reznik, Scott I. ;
Huang, Emina ;
Minna, John D. ;
Brekken, Rolf A. .
CANCERS, 2021, 13 (24)
[9]   Enrichr: interactive and collaborative HTML']HTML5 gene list enrichment analysis tool [J].
Chen, Edward Y. ;
Tan, Christopher M. ;
Kou, Yan ;
Duan, Qiaonan ;
Wang, Zichen ;
Meirelles, Gabriela Vaz ;
Clark, Neil R. ;
Ma'ayan, Avi .
BMC BIOINFORMATICS, 2013, 14
[10]   Inherited determinants of Crohn's disease and ulcerative colitis phenotypes: a genetic association study [J].
Cleynen, Isabelle ;
Boucher, Gabrielle ;
Jostins, Luke ;
Schumm, L. Philip ;
Zeissig, Sebastian ;
Ahmad, Tariq ;
Andersen, Vibeke ;
Andrews, Jane M. ;
Annese, Vito ;
Brand, Stephan ;
Brant, Steven R. ;
Cho, Judy H. ;
Daly, Mark J. ;
Dubinsky, Marla ;
Duerr, Richard H. ;
Ferguson, Lynnette R. ;
Franke, Andre ;
Gearry, Richard B. ;
Goyette, Philippe ;
Hakonarson, Hakon ;
Halfvarson, Jonas ;
Hov, Johannes R. ;
Huang, Hailang ;
Kennedy, Nicholas A. ;
Kupcinskas, Limas ;
Lawrance, Ian C. ;
Lee, James C. ;
Satsangi, Jack ;
Schreiber, Stephan ;
Theatre, Emilie ;
van der Meulen-de Jong, Andrea E. ;
Weersma, Rinse K. ;
Wilson, David C. ;
Parkes, Miles ;
Vermeire, Severine ;
Rioux, John D. ;
Mansfield, John ;
Silverberg, Mark S. ;
Radford-Smith, Graham ;
McGovern, Dermot P. B. ;
Barrett, Jeffrey C. ;
Lees, Charlie W. .
LANCET, 2016, 387 (10014) :156-167