Key Disease-Related Genes and Immune Cell Infiltration Landscape in Inflammatory Bowel Disease: A Bioinformatics Investigation

被引:1
作者
Alghamdi, Kawthar S. [1 ]
Kassar, Rahaf H. [2 ]
Farrash, Wesam F. [2 ]
Obaid, Ahmad A. [2 ]
Idris, Shakir [2 ]
Siddig, Alaa [3 ]
Shakoori, Afnan M. [2 ]
Alshehre, Sallwa M. [2 ]
Minshawi, Faisal [2 ]
Mujalli, Abdulrahman [2 ]
机构
[1] Univ Hafr Al Batin, Coll Sci, Dept Biol, Hafar al Batin 39511, Saudi Arabia
[2] Umm Al Qura Univ, Fac Appl Med Sci, Dept Clin Lab Sci, Mecca 24381, Saudi Arabia
[3] Univ Sains Malaysia, Sch Med Sci, Dept Pathol, Kubang Kerian 16150, Malaysia
关键词
IBD; Crohn's disease; ulcerative colitis; transcriptomics; bioinformatics; molecular signature; immune cell infiltration; ULCERATIVE-COLITIS; CROHNS-DISEASE; EXPRESSION; MODEL; BIOPSIES; BINDING; MUCOSA;
D O I
10.3390/ijms25179751
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
Inflammatory Bowel Diseases (IBD), which encompass ulcerative colitis (UC) and Crohn's disease (CD), are characterized by chronic inflammation and tissue damage of the gastrointestinal tract. This study aimed to uncover novel disease-gene signatures, dysregulated pathways, and the immune cell infiltration landscape of inflamed tissues. Eight publicly available transcriptomic datasets, including inflamed and non-inflamed tissues from CD and UC patients were analyzed. Common differentially expressed genes (DEGs) were identified through meta-analysis, revealing 180 DEGs. DEGs were implicated in leukocyte transendothelial migration, PI3K-Akt, chemokine, NOD-like receptors, TNF signaling pathways, and pathways in cancer. Protein-protein interaction network and cluster analysis identified 14 central IBD players, which were validated using eight external datasets. Disease module construction using the NeDRex platform identified nine out of 14 disease-associated genes (CYBB, RAC2, GNAI2, ITGA4, CYBA, NCF4, CPT1A, NCF2, and PCK1). Immune infiltration profile assessment revealed a significantly higher degree of infiltration of neutrophils, activated dendritic cells, plasma cells, mast cells (resting/activated), B cells (memory/na & iuml;ve), regulatory T cells, and M0 and M1 macrophages in inflamed IBD tissue. Collectively, this study identified the immune infiltration profile and nine disease-associated genes as potential modulators of IBD pathogenesis, offering insights into disease molecular mechanisms, and highlighting potential disease modulators and immune cell dynamics.
引用
收藏
页数:19
相关论文
共 74 条
  • [1] Exploring the role of IL-1β in inflammatory bowel disease pathogenesis
    Aggeletopoulou, Ioanna
    Kalafateli, Maria
    Tsounis, Efthymios P.
    Triantos, Christos
    [J]. FRONTIERS IN MEDICINE, 2024, 11
  • [2] Mucosal Gene Expression of Antimicrobial Peptides in Inflammatory Bowel Disease Before and After First Infliximab Treatment
    Arijs, Ingrid
    De Hertogh, Gert
    Lemaire, Katleen
    Quintens, Roel
    Van Lommel, Leentje
    Van Steen, Kristel
    Leemans, Peter
    Cleynen, Isabelle
    Van Assche, Gert
    Vermeire, Severine
    Geboes, Karel
    Schuit, Frans
    Rutgeerts, Paul
    [J]. PLOS ONE, 2009, 4 (11):
  • [3] An automated method for finding molecular complexes in large protein interaction networks
    Bader, GD
    Hogue, CW
    [J]. BMC BIOINFORMATICS, 2003, 4 (1)
  • [4] Genome-wide Gene Expression Analysis of Mucosal Colonic Biopsies and Isolated Colonocytes Suggests a Continuous Inflammatory State in the Lamina Propria of Patients with Quiescent Ulcerative Colitis
    Bjerrum, Jacob Tveiten
    Hansen, Morten
    Olsen, Jorgen
    Nielsen, Ole Haagen
    [J]. INFLAMMATORY BOWEL DISEASES, 2010, 16 (06) : 999 - 1007
  • [5] Enhanced pro-inflammatory cytokine production in Gαi2-deficient mice on colitis prone and colitis resistant 129Sv genetic backgrounds
    Bjursten, M
    Hultgren, OH
    Hörnquist, EH
    [J]. CELLULAR IMMUNOLOGY, 2004, 228 (02) : 77 - 80
  • [6] Rac2 regulates neutrophil chemotaxis, superoxide production, and myeloid colony formation through multiple distinct effector pathways
    Carstanjen, D
    Yamauchi, A
    Koornneef, A
    Zang, H
    Filippi, MD
    Harris, C
    Towe, J
    Atkinson, S
    Zheng, Y
    Dinauer, MC
    Williams, DA
    [J]. JOURNAL OF IMMUNOLOGY, 2005, 174 (08) : 4613 - 4620
  • [7] Pathophysiology of Inflammatory Bowel Diseases
    Chang, John T.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2020, 383 (27) : 2652 - 2664
  • [8] Chen BB, 2018, METHODS MOL BIOL, V1711, P243, DOI 10.1007/978-1-4939-7493-1_12
  • [9] Identification of diagnostic biomarks and immune cell infiltration in ulcerative colitis
    Chen, Qin
    Bei, Shaosheng
    Zhang, Zhiyun
    Wang, Xiaofeng
    Zhu, Yunying
    [J]. SCIENTIFIC REPORTS, 2023, 13 (01)
  • [10] Downregulation of CPT1A exerts a protective effect in dextran sulfate sodium-induced ulcerative colitis partially by inhibiting PPARα signaling pathway
    Chen, Wenxiao
    Zou, Jinyan
    Shi, Xinyuan
    Huang, Huifeng
    [J]. DRUG DEVELOPMENT RESEARCH, 2022, 83 (06) : 1408 - 1418