Exploring celiac disease candidate pathways by global gene expression profiling and gene network cluster analysis

被引:20
作者
Banaganapalli, Babajan [1 ,2 ]
Mansour, Haifa [1 ]
Mohammed, Arif [3 ]
Alharthi, Arwa Mastoor [2 ,4 ]
Aljuaid, Nada Mohammed [4 ]
Nasser, Khalidah Khalid [2 ,5 ]
Ahmad, Aftab [6 ]
Saadah, Omar I. [7 ]
Al-Aama, Jumana Yousuf [1 ,2 ]
Elango, Ramu [1 ,2 ]
Shaik, Noor Ahmad [1 ,2 ]
机构
[1] King Abdulaziz Univ, Dept Med Genet, Fac Med, Jeddah 21589, Saudi Arabia
[2] King Abdulaziz Univ, Princess Al Jawhara Al Brahim Ctr Excellence Res, Jeddah, Saudi Arabia
[3] Univ Jeddah, Dept Biol, Coll Sci, Jeddah, Saudi Arabia
[4] King Abdulaziz Univ, Dept Biol Sci, Fac Sci, Jeddah, Saudi Arabia
[5] King Abdulaziz Univ, Fac Appl Med Sci, Dept Med Lab Technol, Jeddah, Saudi Arabia
[6] King Abdulaziz Univ, Fac Appl Studies, Dept Hlth Informat Technol, Jeddah, Saudi Arabia
[7] King Abdulaziz Univ, Dept Pediat, Pediat Gastroenterol Unit, Fac Med, Jeddah, Saudi Arabia
关键词
ASSOCIATION; PREDICTORS; DIAGNOSIS; ATROPHY; FAMILY; KEGG;
D O I
10.1038/s41598-020-73288-6
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Celiac disease (CeD) is a gastrointestinal autoimmune disorder, whose specific molecular basis is not yet fully interpreted. Therefore, in this study, we compared the global gene expression profile of duodenum tissues from CeD patients, both at the time of disease diagnosis and after two years of the gluten-free diet. A series of advanced systems biology approaches like differential gene expression, protein-protein interactions, gene network-cluster analysis were deployed to annotate the candidate pathways relevant to CeD pathogenesis. The duodenum tissues from CeD patients revealed the differential expression of 106 up- and 193 down-regulated genes. The pathway enrichment of differentially expressed genes (DEGs) highlights the involvement of biological pathways related to loss of cell division regulation (cell cycle, p53 signalling pathway), immune system processes (NOD-like receptor signalling pathway, Th1, and Th2 cell differentiation, IL-17 signalling pathway) and impaired metabolism and absorption (mineral and vitamin absorptions and drug metabolism) in celiac disease. The molecular dysfunctions of these 3 biological events tend to increase the number of intraepithelial lymphocytes (IELs) and villous atrophy of the duodenal mucosa promoting the development of CeD. For the first time, this study highlights the involvement of aberrant cell division, immune system, absorption, and metabolism pathways in CeD pathophysiology and presents potential novel therapeutic opportunities.
引用
收藏
页数:13
相关论文
共 61 条
[1]   IL-15, gluten and HLA-DQ8 drive tissue destruction in coeliac disease [J].
Abadie, Valerie ;
Kim, Sangman M. ;
Lejeune, Thomas ;
Palanski, Brad A. ;
Ernest, Jordan D. ;
Tastet, Olivier ;
Voisine, Jordan ;
Discepolo, Valentina ;
Marietta, Eric, V ;
Hawash, Mohamed B. F. ;
Ciszewski, Cezary ;
Bouziat, Romain ;
Panigrahi, Kaushik ;
Horwath, Irina ;
Zurenski, Matthew A. ;
Lawrence, Ian ;
Dumaine, Anne ;
Yotova, Vania ;
Grenier, Jean-Christophe ;
Murray, Joseph A. ;
Khosla, Chaitan ;
Barreiro, Luis B. ;
Jabri, Bana .
NATURE, 2020, 578 (7796) :600-+
[2]   Whole exome sequencing of a consanguineous family identifies the possible modifying effect of a globally rare AK5 allelic variant in celiac disease development among Saudi patients [J].
Al-Aama, Jumana Yousuf ;
Shaik, Noor Ahmad ;
Banaganapalli, Babajan ;
Salama, Mohammed A. ;
Rashidi, Omran ;
Sahly, Ahmed N. ;
Mohsen, Mohammed O. ;
Shawoosh, Harbi A. ;
Shalabi, Hebah Ahmad ;
Al Edreesi, Mohammad ;
Alharthi, Sameer E. ;
Wang, Jun ;
Elango, Ramu ;
Saadah, Omar I. .
PLOS ONE, 2017, 12 (05)
[3]   Celiac disease: a clinical review [J].
Al-Bawardy, Badr ;
Codipilly, D. Chamil ;
Rubio-Tapia, Alberto ;
Bruining, David H. ;
Hansel, Stephanie L. ;
Murray, Joseph A. .
ABDOMINAL RADIOLOGY, 2017, 42 (02) :351-360
[4]   Circulating microRNAs as potential non-invasive biomarkers in pediatric patients with celiac disease [J].
Amr, K. S. ;
Bayoumi, F. S. ;
Eissa, E. ;
Abu-Zekry, M. .
EUROPEAN ANNALS OF ALLERGY AND CLINICAL IMMUNOLOGY, 2019, 51 (04) :159-164
[5]   An automated method for finding molecular complexes in large protein interaction networks [J].
Bader, GD ;
Hogue, CW .
BMC BIOINFORMATICS, 2003, 4 (1)
[6]   Comprehensive Computational Analysis of GWAS Loci Identifies CCR2 as a Candidate Gene for Celiac Disease Pathogenesis [J].
Banaganapalli, Babajan ;
Rashidi, Omran ;
Saadah, Omar I. ;
Wang, Jun ;
Khan, Imran Ali ;
Al-Aama, Jumana Y. ;
Shaik, Noor Ahmad ;
Elango, Ramu .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2017, 118 (08) :2193-2207
[7]   Interferon target-gene expression and epigenomic signatures in health and disease [J].
Barrat, Franck J. ;
Crow, Mary K. ;
Ivashkiv, Lionel B. .
NATURE IMMUNOLOGY, 2019, 20 (12) :1574-1583
[8]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[9]   CluePedia Cytoscape plugin: pathway insights using integrated experimental and in silico data [J].
Bindea, Gabriela ;
Galon, Jerome ;
Mlecnik, Bernhard .
BIOINFORMATICS, 2013, 29 (05) :661-663
[10]   ClueGO: a Cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Hackl, Hubert ;
Charoentong, Pornpimol ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Fridman, Wolf-Herman ;
Pages, Franck ;
Trajanoski, Zlatko ;
Galon, Jerome .
BIOINFORMATICS, 2009, 25 (08) :1091-1093