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      Endoplasmic reticulum stress related genome-wide Mendelian randomization identifies therapeutic genes for ulcerative colitis and Crohn’s disease

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          Abstract

          Background: Endoplasmic reticulum stress (ERS) is an important pathophysiological mechanism in ulcerative colitis (UC) and Crohn’s disease (CD). ERS-related genes may be influenced by genetic factors and intestinal inflammation. However, the role of ERS as a trigger or potential etiological factor for UC and CD is unclear, as the expression of ERS-related genes in UC and CD may be the cause or subsequent changes in intestinal inflammation. Here, we used a three-step summary data-based Mendelian randomization (SMR) approach integrating multi-omics data to identify putative causal effects of ERS-related genes in UC and CD.

          Methods: Genome-wide association study (GWAS) summary data for UC (6,968 cases and 20,464 controls) and CD (5,956 cases and 14,927 controls) were extracted as outcome, and DNA methylation quantitative trait loci (mQTL, 1,980 participants) data and expression QTL data (eQTL, 31,684 participants) from the blood were obtained as exposure. The ERS-related genes were extracted from the GeneCards database, and then the GWAS summary data were integrated with the mQTL and eQTL data associated with ERS genes by SMR. Sensitivity analysis included two-sample MR analysis, power calculations, Bayesian co-localization analysis, and phenotype scanning were performed to evaluate the robustness of the results.

          Results: A total of 1,193 ERS-related genes were obtained. The three-step SMR analysis showed that cg24011261 CpG site regulating GPX1 expression was associated with a low risk of UC, whereas GPX1 expression regulated by a combination of cg05055782, cg24011261, and cg05551922 CpG sites was associated with a low risk of CD. Sensitivity analysis further supports these findings.

          Conclusion: This multi-omics integration study identifies a causal relationship between the role of ERS in UC and CD and suggests potential new therapeutic targets for clinical practice.

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          Worldwide incidence and prevalence of inflammatory bowel disease in the 21st century: a systematic review of population-based studies.

          Inflammatory bowel disease is a global disease in the 21st century. We aimed to assess the changing incidence and prevalence of inflammatory bowel disease around the world.
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              Integration of summary data from GWAS and eQTL studies predicts complex trait gene targets.

              Genome-wide association studies (GWAS) have identified thousands of genetic variants associated with human complex traits. However, the genes or functional DNA elements through which these variants exert their effects on the traits are often unknown. We propose a method (called SMR) that integrates summary-level data from GWAS with data from expression quantitative trait locus (eQTL) studies to identify genes whose expression levels are associated with a complex trait because of pleiotropy. We apply the method to five human complex traits using GWAS data on up to 339,224 individuals and eQTL data on 5,311 individuals, and we prioritize 126 genes (for example, TRAF1 and ANKRD55 for rheumatoid arthritis and SNX19 and NMRAL1 for schizophrenia), of which 25 genes are new candidates; 77 genes are not the nearest annotated gene to the top associated GWAS SNP. These genes provide important leads to design future functional studies to understand the mechanism whereby DNA variation leads to complex trait variation.
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                Author and article information

                Contributors
                URI : https://loop.frontiersin.org/people/1782511/overviewRole: Role: Role:
                URI : https://loop.frontiersin.org/people/2520531/overviewRole: Role: Role: Role:
                URI : https://loop.frontiersin.org/people/2328570/overviewRole: Role: Role: Role:
                URI : https://loop.frontiersin.org/people/2267149/overviewRole: Role:
                Role: Role: Role:
                Journal
                Front Genet
                Front Genet
                Front. Genet.
                Frontiers in Genetics
                Frontiers Media S.A.
                1664-8021
                04 October 2023
                2023
                : 14
                : 1270085
                Affiliations
                [1] 1 The First Hospital of Hunan University of Chinese Medicine , Changsha, Hunan, China
                [2] 2 Zhuhai Second Hospital of Chinese Medicine , Zhuhai, Guangdong, China
                Author notes

                Edited by: Triinu Peters, LVR Hospital Essen, Germany

                Reviewed by: Yuqi Zhao, City of Hope National Medical Center, United States

                Angélica G. Martínez-H, National Institute of Genomic Medicine (INMEGEN), Mexico

                [ † ]

                These authors have contributed equally to this work

                Article
                1270085
                10.3389/fgene.2023.1270085
                10583552
                37860672
                79f08cd4-c391-4f9f-9bb8-21f29c0c20c4
                Copyright © 2023 Zou, Liang, Zhang, Zhu and Xu.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 31 July 2023
                : 19 September 2023
                Funding
                Funded by: National Natural Science Foundation of China , doi 10.13039/501100001809;
                Award ID: 81874466 81904176 82374426
                Funded by: Scientific Research Foundation of Hunan Provincial Education Department , doi 10.13039/100014472;
                Award ID: 21B0389
                Funded by: Natural Science Foundation of Hunan Province , doi 10.13039/501100004735;
                The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was supported by grants from the National Natural Science Foundation of China (81874466, 81904176, and 82374426), the Natural Science Foundation of Hunan Province (2021JJ30531), the Scientific Research Foundation of Hunan Provincial Department of Education (21B0389), the Clinical Medical Technology Innovation Guide Project of Hunan Province (2021SK51413 and 2021SK51406), and the Innovation Project for Graduate Students of Hunan University of Chinese Medicine (2023CX07).
                Categories
                Genetics
                Original Research
                Custom metadata
                Statistical Genetics and Methodology

                Genetics
                summary data-based mendelian randomization,endoplasmic reticulum stress,ulcerative colitis,crohn’s disease,integrative omics analysis

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