Comprehensive analysis to identify the influences of SARS-CoV-2 infections to inflammatory bowel disease

被引:6
作者
Zhang, Chengyan [1 ,2 ]
Ma, Zeyu [1 ,2 ]
Nan, Xi [1 ,2 ]
Wang, Wenhui [1 ,2 ]
Zeng, Xianchang [1 ,2 ]
Chen, Jinming [3 ]
Cai, Zhijian [2 ,4 ]
Wang, Jianli [1 ,2 ,5 ,6 ]
机构
[1] Zhejiang Univ, Affiliated Hosp 1, Sch Med, Bone Marrow Transplantat Ctr, Hangzhou, Peoples R China
[2] Zhejiang Univ, Sch Med, Inst Immunol, Hangzhou, Peoples R China
[3] Zhejiang Univ, Affiliated Hangzhou Dermatol Hosp, Sch Med, Dept Anorectal, Hangzhou, Peoples R China
[4] Zhejiang Univ, Affiliated Hosp 2, Sch Med, Dept Orthopaed, Hangzhou, Peoples R China
[5] Zhejiang Univ, Inst Hematol, Hangzhou, Peoples R China
[6] Zhejiang Engn Lab Stem Cell & Immunotherapy, Hangzhou, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
IBD; COVID-19; hub genes; differentially expressed genes; single cell atlas; inflammation-related genes; COVID-19; ACTIVATION; EXPRESSION; DATABASE; PATIENT; SEX; IBD;
D O I
10.3389/fimmu.2023.1024041
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
BackgroundCoronavirus disease 2019 (COVID-19) and inflammatory bowel disease (IBD) are both caused by a disordered immune response and have direct and profound impacts on health care services. In this study, we implemented transcriptomic and single-cell analysis to detect common molecular and cellular intersections between COVID-19 and IBD that help understand the linkage of COVID-19 to the IBD patients. MethodsFour RNA-sequencing datasets (GSE147507, GSE126124, GSE9686 and GSE36807) from Gene Expression Omnibus (GEO) database are extracted to detect mutual differentially expressed genes (DEGs) for IBD patients with the infection of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) to find shared pathways, candidate drugs, hub genes and regulatory networks. Two single-cell RNA sequencing (scRNA-eq) datasets (GSE150728, PRJCA003980) are used to analyze the immune characteristics of hub genes and the proportion of immune cell types, so as to find common immune responses between COVID-19 and IBD. ResultsA total of 121 common DEGs were identified among four RNA-seq datasets, and were all involved in the functional enrichment analysis related to inflammation and immune response. Transcription factors-DEGs interactions, miRNAs-DEGs coregulatory networks, and protein-drug interactions were identified based on these datasets. Protein-protein interactions (PPIs) was built and 59 hub genes were identified. Moreover, scRNA-seq of peripheral blood monocyte cells (PBMCs) from COVID-19 patients revealed a significant increase in the proportion of CD14(+) monocytes, in which 38 of 59 hub genes were highly enriched. These genes, encoding inflammatory cytokines, were also highly expressed in inflammatory macrophages (IMacrophage) of intestinal tissues of IBD patients. ConclusionsWe conclude that COVID-19 may promote the progression of IBD through cytokine storms. The candidate drugs and DEGs-regulated networks may suggest effective therapeutic methods for both COVID-19 and IBD.
引用
收藏
页数:14
相关论文
共 66 条
[1]   Incidence and Patterns of COVID-19 Among Inflammatory Bowel Disease Patients From the Nancy and Milan Cohorts [J].
Allocca, Mariangela ;
Fiorino, Gionata ;
Zallot, Camille ;
Furfaro, Federica ;
Gilardi, Daniela ;
Radice, Simona ;
Danese, Silvio ;
Peyrin-Biroulet, Laurent .
CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2020, 18 (09) :2134-2135
[2]   Sex Differences in Experimentally Induced Colitis in Mice: a Role for Estrogens [J].
Babickova, Janka ;
Tothova, L'ubomira ;
Lengyelova, Eva ;
Bartonova, Anastazie ;
Hodosy, Julius ;
Gardlik, Roman ;
Celec, Peter .
INFLAMMATION, 2015, 38 (05) :1996-2006
[3]   jvenn: an interactive Venn diagram viewer [J].
Bardou, Philippe ;
Mariette, Jerome ;
Escudie, Frederic ;
Djemiel, Christophe ;
Klopp, Christophe .
BMC BIOINFORMATICS, 2014, 15
[4]   Outcomes of COVID-19 in 79 patients with IBD in Italy: an IG-IBD study [J].
Bezzio, Cristina ;
Saibeni, Simone ;
Variola, Angela ;
Allocca, Mariangela ;
Massari, Alessandro ;
Gerardi, Viviana ;
Casini, Valentina ;
Ricci, Chiara ;
Zingone, Fabiana ;
Amato, Arnaldo ;
Caprioli, Flavio ;
Lenti, Marco Vincenzo ;
Vigano, Chiara ;
Ascolani, Marta ;
Bossa, Fabrizio ;
Castiglione, Fabiana ;
Cortelezzi, Claudio ;
Grossi, Laurino ;
Milla, Monica ;
Morganti, Daniela ;
Pastorelli, Luca ;
Ribaldone, Davide Giuseppe ;
Sartini, Alessandro ;
Soriano, Alessandra ;
Manes, Gianpiero ;
Danese, Silvio ;
Fantini, Massimo ;
Armuzzi, Alessandro ;
Daperno, Marco ;
Fiorino, Gionata .
GUT, 2020, 69 (07) :1213-1217
[5]   Imbalanced Host Response to SARS-CoV-2 Drives Development of COVID-19 [J].
Blanco-Melo, Daniel ;
Nilsson-Payant, Benjamin E. ;
Liu, Wen-Chun ;
Uhl, Skyler ;
Hoagland, Daisy ;
Moller, Rasmus ;
Jordan, Tristan X. ;
Oishi, Kohei ;
Panis, Maryline ;
Sachs, David ;
Wang, Taia T. ;
Schwartz, Robert E. ;
Lim, Jean K. ;
Albrecht, Randy A. ;
tenOever, Benjamin R. .
CELL, 2020, 181 (05) :1036-+
[6]   Corticosteroids, But Not TNF Antagonists, Are Associated With Adverse COVID-19 Outcomes in Patients With Inflammatory Bowel Diseases: Results From an International Registry [J].
Brenner, Erica J. ;
Ungaro, Ryan C. ;
Gearry, Richard B. ;
Kaplan, Gilaad G. ;
Kissous-Hunt, Michele ;
Lewis, James D. ;
Ng, Siew C. ;
Rahier, Jean-Francois ;
Reinisch, Walter ;
Ruemmele, Frank M. ;
Steinwurz, Flavio ;
Underwood, Fox E. ;
Zhang, Xian ;
Colombel, Jean-Frederic ;
Kappelman, Michael D. .
GASTROENTEROLOGY, 2020, 159 (02) :481-+
[7]   Activation of an IL-6:STAT3-dependent transcriptome in pediatric-onset inflammatory bowel disease [J].
Carey, Rebecca ;
Jurickova, Ingrid ;
Ballard, Edgar ;
Bonkowski, Erin ;
Han, Xiaonan ;
Xu, Huan ;
Denson, Lee A. .
INFLAMMATORY BOWEL DISEASES, 2008, 14 (04) :446-457
[8]   Phytochemicals as regulators of Th17/Treg balance in inflammatory bowel diseases [J].
Chang, Yaoyao ;
Zhai, Lixiang ;
Peng, Jiao ;
Wu, Haiqiang ;
Bian, Zhaoxiang ;
Xiao, Haitao .
BIOMEDICINE & PHARMACOTHERAPY, 2021, 141
[9]   An Immune-Related Gene Prognostic Index for Head and Neck Squamous Cell Carcinoma [J].
Chen, Yue ;
Li, Zhi-Yong ;
Zhou, Guan-Qun ;
Sun, Ying .
CLINICAL CANCER RESEARCH, 2021, 27 (01) :330-341
[10]   cytoHubba: identifying hub objects and sub-networks from complex interactome [J].
Chin, Chia-Hao ;
Chen, Shu-Hwa ;
Wu, Hsin-Hung ;
Ho, Chin-Wen ;
Ko, Ming-Tat ;
Lin, Chung-Yen .
BMC SYSTEMS BIOLOGY, 2014, 8