Literature DB >> 34521888

Meta-analysis of gene expression disease signatures in colonic biopsy tissue from patients with ulcerative colitis.

Bryan Linggi1, Vipul Jairath1,2,3, Guangyong Zou1,3, Lisa M Shackelton1, Dermot P B McGovern4, Azucena Salas5, Bram Verstockt6,7, Mark S Silverberg8, Shadi Nayeri9, Brian G Feagan1,2,3, Niels Vande Casteele10,11.   

Abstract

Publicly available ulcerative colitis (UC) gene expression datasets from observational studies and clinical trials include inherently heterogeneous disease characteristics and methodology. We used meta-analysis to identify a robust UC gene signature from inflamed biopsies. Eight gene expression datasets derived from biopsy tissue samples from noninflammatory bowel disease (IBD) controls and areas of active inflammation from patients with UC were publicly available. Expression- and meta-data were downloaded with GEOquery. Differentially expressed genes (DEG) in individual datasets were defined as those with fold change > 1.5 and a Benjamini-Hochberg adjusted P value < .05. Meta-analysis of all DEG used a random effects model. Reactome pathway enrichment analysis was conducted. Meta-analysis identified 946 up- and 543 down-regulated genes in patients with UC compared to non-IBD controls (1.2 and 1.7 times fewer up- and down-regulated genes than the median of the individual datasets). Top-ranked up- and down-regulated DEG were LCN2 and AQP8. Multiple immune-related pathways (e.g., 'Chemokine receptors bind chemokine' and 'Interleukin-10 signaling') were significantly up-regulated in UC, while 'Biological oxidations' and 'Fatty acid metabolism' were downregulated. A web-based data-mining tool with the meta-analysis results was made available ( https://premedibd.com/genes.html ). A UC inflamed biopsy disease gene signature was derived. This signature may be an unbiased reference for comparison and improve the efficiency of UC biomarker studies by increasing confidence for identification of disease-related genes and pathways.
© 2021. The Author(s).

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Year:  2021        PMID: 34521888      PMCID: PMC8440637          DOI: 10.1038/s41598-021-97366-5

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.996


  35 in total

1.  The sva package for removing batch effects and other unwanted variation in high-throughput experiments.

Authors:  Jeffrey T Leek; W Evan Johnson; Hilary S Parker; Andrew E Jaffe; John D Storey
Journal:  Bioinformatics       Date:  2012-01-17       Impact factor: 6.937

2.  Molecular Comparison of Adult and Pediatric Ulcerative Colitis Indicates Broad Similarity of Molecular Pathways in Disease Tissue.

Authors:  Katherine Li; Richard Strauss; Jodie Ouahed; Daphne Chan; Shannon E Telesco; Dror S Shouval; James B Canavan; Carrie Brodmerkel; Scott B Snapper; Joshua R Friedman
Journal:  J Pediatr Gastroenterol Nutr       Date:  2018-07       Impact factor: 2.839

3.  Mobilization of epithelial mesenchymal transition genes distinguishes active from inactive lesional tissue in patients with ulcerative colitis.

Authors:  Xinmei Zhao; Jinshui Fan; Fachao Zhi; Aimin Li; Chen Li; Alan E Berger; Meher Preethi Boorgula; Sangjucta Barkataki; Jean-Paul Courneya; Yuqing Chen; Kathleen C Barnes; Chris Cheadle
Journal:  Hum Mol Genet       Date:  2015-06-01       Impact factor: 6.150

4.  Multiple outcome meta-analysis of gene-expression data in inflammatory bowel disease.

Authors:  Konstantina E Vennou; Daniele Piovani; Panagiota I Kontou; Stefanos Bonovas; Pantelis G Bagos
Journal:  Genomics       Date:  2019-10-18       Impact factor: 5.736

Review 5.  Emerging Treatment Options in Inflammatory Bowel Disease: Janus Kinases, Stem Cells, and More.

Authors:  Benjamin Misselwitz; Pascal Juillerat; Michael Christian Sulz; Britta Siegmund; Stephan Brand
Journal:  Digestion       Date:  2020-06-22       Impact factor: 3.216

6.  Abnormal Small Intestinal Epithelial Microvilli in Patients With Crohn's Disease.

Authors:  Kelli L VanDussen; Aleksandar Stojmirović; Katherine Li; Ta-Chiang Liu; Patrick K Kimes; Brian D Muegge; Katherine F Simpson; Matthew A Ciorba; Jacqueline G Perrigoue; Joshua R Friedman; Jennifer E Towne; Richard D Head; Thaddeus S Stappenbeck
Journal:  Gastroenterology       Date:  2018-05-18       Impact factor: 22.682

7.  ANP32E, a Protein Involved in Steroid-Refractoriness in Ulcerative Colitis, Identified by a Systems Biology Approach.

Authors:  V Lorén; A Garcia-Jaraquemada; J E Naves; X Carmona; M Mañosa; A M Aransay; J L Lavin; I Sánchez; E Cabré; J Manyé; E Domènech
Journal:  J Crohns Colitis       Date:  2019-03-26       Impact factor: 9.071

8.  Data integration in genetics and genomics: methods and challenges.

Authors:  Jemila S Hamid; Pingzhao Hu; Nicole M Roslin; Vicki Ling; Celia M T Greenwood; Joseph Beyene
Journal:  Hum Genomics Proteomics       Date:  2009-01-12

9.  Aquaporin-8 expression is reduced in ileum and induced in colon of patients with ulcerative colitis.

Authors:  Alexandra Zahn; Christoph Moehle; Thomas Langmann; Robert Ehehalt; Frank Autschbach; Wolfgang Stremmel; Gerd Schmitz
Journal:  World J Gastroenterol       Date:  2007-03-21       Impact factor: 5.742

10.  Whole genome gene expression meta-analysis of inflammatory bowel disease colon mucosa demonstrates lack of major differences between Crohn's disease and ulcerative colitis.

Authors:  Atle van Beelen Granlund; Arnar Flatberg; Ann E Østvik; Ignat Drozdov; Bjørn I Gustafsson; Mark Kidd; Vidar Beisvag; Sverre H Torp; Helge L Waldum; Tom Christian Martinsen; Jan Kristian Damås; Terje Espevik; Arne K Sandvik
Journal:  PLoS One       Date:  2013-02-13       Impact factor: 3.240

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  2 in total

1.  Microbial signals, MyD88, and lymphotoxin drive TNF-independent intestinal epithelial tissue damage.

Authors:  Iulia Rusu; Elvira Mennillo; Jared L Bain; Zhongmei Li; Xiaofei Sun; Kimberly M Ly; Yenny Y Rosli; Mohammad Naser; Zunqiu Wang; Rommel Advincula; Philip Achacoso; Ling Shao; Bahram Razani; Ophir D Klein; Alexander Marson; Jessie A Turnbaugh; Peter J Turnbaugh; Barbara A Malynn; Averil Ma; Michael G Kattah
Journal:  J Clin Invest       Date:  2022-03-01       Impact factor: 14.808

2.  Identification of useful genes from multiple microarrays for ulcerative colitis diagnosis based on machine learning methods.

Authors:  Lin Zhang; Rui Mao; Chung Tai Lau; Wai Chak Chung; Jacky C P Chan; Feng Liang; Chenchen Zhao; Xuan Zhang; Zhaoxiang Bian
Journal:  Sci Rep       Date:  2022-06-15       Impact factor: 4.996

  2 in total

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