Literature DB >> 34306371

Bioinformatics analysis of epigenetic and SNP-related molecular markers in systemic lupus erythematosus.

Shuoshan Xie1,2,3, Qinghua Zeng1,2,3, Shaxi Ouyang1,2,3, Yumei Liang1,2,3, Changjuan Xiao1,2,3.   

Abstract

We analyzed gene expression in peripheral blood mononuclear cells (PBMCs) from patients with systemic lupus erythematosus (SLE) using public databases. The goal was to identify lupus biomarkers by determining whether differentially expressed genes are mediated by methylation, miRNA, or SNP. Two cDNA microarrays were subjected to integration analysis, and we calculated the mutually differentially expressed genes (|log2fold change (FC)| > 1, P < 0.05). These genes were analyzed using gene otology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways, and protein-protein interaction (PPI) networks. The differences in methylation sites for two methylation chips were calculated and the differentially methylated sites were annotated. These genes were compared to the differentially expressed genes. We obtained 135 differentially expressed microRNAs from the microRNA-chip results using PBMCs from SLE and healthy individuals. Predictive microRNA target genes were identified using GO, KEGG pathways, and PPI networks. The target genes identified were compared to the differentially expressed genes. We downloaded Chinese SLE genome-wide association study data from SLE-related literature, analyzed the loci with a P value < 0.05, and used annotated SLE-associated SNPs. We selected the genes corresponding to an SNP located on an exon and determined the intersection with the differentially expressed genes. We found 18 differentially expressed genes in both cDNA microarrays. The methylation chips had 50 corresponding methylation sites. On the basis of these results, we identified two genes, IFI44 and IFI44L. We further identified 135 differentially expressed microRNAs predicted to affect 5766 target genes. Two identified genes were in common with the differentially expressed genes. Finally, SNP annotated genes and cDNA chip genes overlap with identified MX1. Therefore, we used existing data to analyze the causes of differential gene expression in SLE, introducing new methods for determining biomarkers and therapeutic targets. AJTR
Copyright © 2021.

Entities:  

Keywords:  SLE; SNP; bioinformatics; methylation; miRNA

Year:  2021        PMID: 34306371      PMCID: PMC8290799     

Source DB:  PubMed          Journal:  Am J Transl Res        ISSN: 1943-8141            Impact factor:   4.060


  45 in total

1.  DAVID: Database for Annotation, Visualization, and Integrated Discovery.

Authors:  Glynn Dennis; Brad T Sherman; Douglas A Hosack; Jun Yang; Wei Gao; H Clifford Lane; Richard A Lempicki
Journal:  Genome Biol       Date:  2003-04-03       Impact factor: 13.583

Review 2.  Systemic lupus erythematosus.

Authors:  George C Tsokos
Journal:  N Engl J Med       Date:  2011-12-01       Impact factor: 91.245

Review 3.  MicroRNAs as regulatory elements in immune system logic.

Authors:  Arnav Mehta; David Baltimore
Journal:  Nat Rev Immunol       Date:  2016-04-28       Impact factor: 53.106

4.  Neutrophil gelatinase-associated lipocalin as a biomarker for lupus nephritis.

Authors:  María Teresa Torres-Salido; Josefina Cortés-Hernández; Xavier Vidal; Anna Pedrosa; Miquel Vilardell-Tarrés; Josep Ordi-Ros
Journal:  Nephrol Dial Transplant       Date:  2014-04-07       Impact factor: 5.992

5.  Importance of low serum DNase I activity and polyspecific anti-neutrophil cytoplasmic antibodies in propylthiouracil-induced lupus-like syndrome.

Authors:  Mirjana Gajic-Veljic; Branka Bonaci-Nikolic; Branislav Lekic; Dusan Skiljevic; Jasmina Ciric; Svetlana Zoric; Biljana Stojimirovic; Milos Nikolic
Journal:  Rheumatology (Oxford)       Date:  2015-07-10       Impact factor: 7.580

6.  Genome-wide association study in Asian populations identifies variants in ETS1 and WDFY4 associated with systemic lupus erythematosus.

Authors:  Wanling Yang; Nan Shen; Dong-Qing Ye; Qiji Liu; Yan Zhang; Xiao-Xia Qian; Nattiya Hirankarn; Dingge Ying; Hai-Feng Pan; Chi Chiu Mok; Tak Mao Chan; Raymond Woon Sing Wong; Ka Wing Lee; Mo Yin Mok; Sik Nin Wong; Alexander Moon Ho Leung; Xiang-Pei Li; Yingyos Avihingsanon; Chun-Ming Wong; Tsz Leung Lee; Marco Hok Kung Ho; Pamela Pui Wah Lee; Yuk Kwan Chang; Philip H Li; Ruo-Jie Li; Lu Zhang; Wilfred Hing Sang Wong; Irene Oi Lin Ng; Chak Sing Lau; Pak Chung Sham; Yu Lung Lau
Journal:  PLoS Genet       Date:  2010-02-12       Impact factor: 5.917

7.  Associations between the expression of epigenetically regulated genes and the expression of DNMTs and MBDs in systemic lupus erythematosus.

Authors:  Eva Balada; Jesús Castro-Marrero; Lledó Felip; Josep Ordi-Ros; Miquel Vilardell-Tarrés
Journal:  PLoS One       Date:  2012-09-21       Impact factor: 3.240

8.  Systemic lupus erythematous and malignancy risk: a meta-analysis.

Authors:  Lihong Cao; Hongyan Tong; Gaixiang Xu; Ping Liu; Haitao Meng; Jinghan Wang; Xiaoying Zhao; Yongmin Tang; Jie Jin
Journal:  PLoS One       Date:  2015-04-17       Impact factor: 3.240

9.  MicroRNA expression profiles identify disease-specific alterations in systemic lupus erythematosus and primary Sjögren's syndrome.

Authors:  Ji-Qing Chen; Gábor Papp; Szilárd Póliska; Krisztina Szabó; Tünde Tarr; Bálint László Bálint; Péter Szodoray; Margit Zeher
Journal:  PLoS One       Date:  2017-03-24       Impact factor: 3.240

10.  Common Marker Genes Identified from Various Sample Types for Systemic Lupus Erythematosus.

Authors:  Peng-Fei Bing; Wei Xia; Lan Wang; Yong-Hong Zhang; Shu-Feng Lei; Fei-Yan Deng
Journal:  PLoS One       Date:  2016-06-03       Impact factor: 3.240

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