4.6 Article

Genome-wide association studies and gene expression profiles of rheumatoid arthritis AN ANALYSIS

Journal

BONE & JOINT RESEARCH
Volume 5, Issue 7, Pages 314-319

Publisher

BRITISH EDITORIAL SOC BONE JOINT SURGERY
DOI: 10.1302/2046-3758.57.2000502

Keywords

Rheumatoid arthritis; Genome-wide association studies; Microarray; Gene modules; Protein interaction network

Funding

  1. National Natural Scientific Fund of China [81472925]
  2. Medical Research Council [MR/N01104X/1, G1001799] Funding Source: researchfish
  3. MRC [MR/N01104X/1, G1001799] Funding Source: UKRI

Ask authors/readers for more resources

Objectives The molecular mechanism of rheumatoid arthritis (RA) remains elusive. We conducted a protein-protein interaction network-based integrative analysis of genome-wide association studies (GWAS) and gene expression profiles of RA. Methods We first performed a dense search of RA-associated gene modules by integrating a large GWAS meta-analysis dataset (containing 5539 RA patients and 20 169 healthy controls), protein interaction network and gene expression profiles of RA synovium and peripheral blood mononuclear cells (PBMCs). Gene ontology (GO) enrichment analysis was conducted by DAVID. The protein association networks of gene modules were generated by STRING. Results For RA synovium, the top-ranked gene module is HLA-A, containing TAP2, HLA-A, HLA-C, TAPBP and LILRB1 genes. For RA PBMCs, the top-ranked gene module is GRB7, consisting of HLA-DRB5, HLA-DRA, GRB7, CD63 and KIT genes. Functional enrichment analysis identified three significant GO terms for RA synovium, including antigen processing and presentation of peptide antigen via major histocompatibility complex class I (false discovery rate (FDR) = 4.86 x 10 - 4), antigen processing and presentation of peptide antigen (FDR = 2.33 x 10 - 3) and eukaryotic translation initiation factor 4F complex (FDR = 2.52 x 10 - 2). Conclusion This study reported several RA-associated gene modules and their functional association networks.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Endocrinology & Metabolism

Assessing the Associations of Blood Metabolites With Osteoporosis: A Mendelian Randomization Study

Li Liu, Yan Wen, Lei Zhang, Peng Xu, Xiao Liang, Yanan Du, Ping Li, Awen He, QianRui Fan, Jingcan Hao, Wenyu Wang, Xiong Guo, Hui Shen, Qing Tian, Feng Zhang, Hong-Wen Deng

JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM (2018)

Article Psychiatry

eQTLs Weighted Genetic Correlation Analysis Detected Brain Region Differences in Genetic Correlations for Complex Psychiatric Disorders

Yan Wen, Feng Zhang, Xiancang Ma, Qianrui Fan, Wenyu Wang, Jiawen Xu, Feng Zhu, Jingcan Hao, Awen He, Li Liu, Xiao Liang, Yanan Du, Ping Li, Cuiyan Wu, Sen Wang, Xi Wang, Yujie Ning, Xiong Guo

SCHIZOPHRENIA BULLETIN (2019)

Article Cell & Tissue Engineering

Use of integrative epigenetic and mRNA expression analyses to identify significantly changed genes and functional pathways in osteoarthritic cartilage

A. He, Y. Ning, Y. Wen, Y. Cai, K. Xu, J. Han, L. Liu, Y. Du, X. Liang, P. Li, Q. Fan, J. Hao, X. Wang, X. Guo, T. Ma, F. Zhang

BONE & JOINT RESEARCH (2018)

Article Endocrinology & Metabolism

Assessing the genetic correlations between early growth parameters and bone mineral density: A polygenic risk score analysis

Xiao Liang, CuiYan Wu, Hongmou Zhao, Li Liu, Yanan Du, Ping Li, Yan Wen, Yan Zhao, Miao Ding, Bolun Cheng, Shiqiang Cheng, Mei Ma, Lu Zhang, Xiong Guo, Hui Shen, Qing Tian, Feng Zhang, Hong-Wen Deng

Article Behavioral Sciences

Integrative analysis of transcriptome-wide association study and mRNA expression profiles identifies candidate genes associated with autism spectrum disorders

Huimei Huang, Shiqiang Cheng, Miao Ding, Yan Wen, Mei Ma, Lu Zhang, Ping Li, Bolun Cheng, Xiao Liang, Li Liu, Yanan Du, Yan Zhao, Om Prakash Kafle, Bei Han, Feng Zhang

AUTISM RESEARCH (2019)

Article Endocrinology & Metabolism

Assessing the Genetic Correlations Between Blood Plasma Proteins and Osteoporosis: A Polygenic Risk Score Analysis

Xiao Liang, Yanan Du, Yan Wen, Li Liu, Ping Li, Yan Zhao, Miao Ding, Bolun Cheng, Shiqiang Cheng, Mei Ma, Lu Zhang, Hui Shen, Qing Tian, Xiong Guo, Feng Zhang, Hong-Wen Deng

CALCIFIED TISSUE INTERNATIONAL (2019)

Article Endocrinology & Metabolism

Integrating transcriptome-wide association study and mRNA expression profiling identifies novel genes associated with bone mineral density

M. Ma, D. -G. Huang, X. Liang, L. Zhang, S. Cheng, B. Cheng, X. Qi, P. Li, Y. Du, L. Liu, Y. Zhao, M. Ding, Y. Wen, X. Guo, F. Zhang

OSTEOPOROSIS INTERNATIONAL (2019)

Article Cell Biology

Integrating genome-wide association study with regulatory SNP annotation information identified candidate genes and pathways for schizophrenia

Xiao Liang, Sen Wang, Li Liu, Yanan Du, Bolun Cheng, Yan Wen, Yan Zhao, Miao Ding, Shiqiang Cheng, Mei Ma, Lu Zhang, Xin Qi, Ping Li, Xiong Guo, Feng Zhang

AGING-US (2019)

Article Biochemistry & Molecular Biology

Integrative analysis of transcriptome-wide association study data and messenger RNA expression profiles identified candidate genes and pathways for inflammatory bowel disease

Bolun Cheng, Xiao Liang, Yan Wen, Ping Li, Lu Zhang, Mei Ma, Shiqiang Cheng, Yanan Du, Li Liu, Miao Ding, Yan Zhao, Feng Zhang

JOURNAL OF CELLULAR BIOCHEMISTRY (2019)

Article Orthopedics

Integrative Analysis of Genome-Wide Association Studies and DNA Methylation Profile Identified Genetic Control Genes of DNA Methylation for Kashin-Beck Disease

Ping Li, Cuiyan Wu, Xiong Guo, Yan Wen, Li Liu, Xiao Liang, Yanan Du, Lu Zhang, Mei Ma, Shiqiang Cheng, Bolun Cheng, Sen Wang, Feng Zhang

Summary: This study aimed to uncover insights into the epigenetic modifications for Kashin-Beck disease (KBD) by integrating multiple datasets, leading to the identification of genetic control (GC) genes of DNA methylation for KBD. The results suggest that these GC genes may contribute to the erosion of cartilage in KBD, aiding in understanding the epigenetic alteration of the disease.

CARTILAGE (2021)

Article Genetics & Heredity

A homozygous mutation in CMAS causes autosomal recessive intellectual disability in a Kazakh family

Ping Li, Xi Wang, Xiong Guo, Yan Wen, Li Liu, Xiao Liang, Yanan Du, Cuiyan Wu, Sen Wang, Feng Zhang

ANNALS OF HUMAN GENETICS (2020)

Article Endocrinology & Metabolism

Genome-wide DNA methylation profiling of hip articular cartilage identifies differentially methylated loci associated with osteonecrosis of the femoral head

Junlong Wu, Yanan Du, Jidong Song, Xiaoqian Dang, Kunzheng Wang, Yan Wen, Feng Zhang, Ruiyu Liu

Article Clinical Neurology

Integrating genome-wide association study and methylation functional annotation data identified candidate genes and pathways for schizophrenia

Xin Qi, Fanglin Guan, Yan Wen, Ping Li, Mei Ma, Shiqiang Cheng, Lu Zhang, Chujun Liang, Bolun Cheng, Feng Zhang

PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY (2020)

Article Biochemical Research Methods

Identifying psychiatric disorder-associated gut microbiota using microbiota-related gene set enrichment analysis

Shiqiang Cheng, Bei Han, Miao Ding, Yan Wen, Mei Ma, Lu Zhang, Xin Qi, Bolun Cheng, Ping Li, Om Prakash Kafle, Xiao Liang, Li Liu, Yanan Du, Yan Zhao, Feng Zhang

BRIEFINGS IN BIOINFORMATICS (2020)

Article Rheumatology

Integrating transcriptome-wide study and mRNA expression profiles yields novel insights into the biological mechanism of chondropathies

Ping Li, Yujie Ning, Xiong Guo, Yan Wen, Bolun Cheng, Mei Ma, Lu Zhang, Shiqiang Cheng, Sen Wang, Feng Zhang

ARTHRITIS RESEARCH & THERAPY (2019)

No Data Available