The Interaction Analysis of SNP Variants and DNA Methylation Identifies Novel Methylated Pathogenesis Genes in Congenital Heart Diseases
Congenital heart defect (CHD) is a rare and complicated disease with a high mortality rate. Its etiology remains unclear and includes many aspects. DNA methylation has been indicated to be involved in heart development in the early stage of life, and aberrant methylation level was related to CHDs. T...
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doaj-39a85a55f68c45fdb3d69db2e5f862652021-05-10T16:10:46ZengFrontiers Media S.A.Frontiers in Cell and Developmental Biology2296-634X2021-05-01910.3389/fcell.2021.665514665514The Interaction Analysis of SNP Variants and DNA Methylation Identifies Novel Methylated Pathogenesis Genes in Congenital Heart DiseasesJing Wang0Jing Wang1Jing Wang2Xiaoqin Ma3Qi Zhang4Yinghui Chen5Dan Wu6Pengjun Zhao7Yu Yu8Department of Pediatric, Yangpu District Shidong Hospital, Shanghai, ChinaInstitute for Developmental and Regenerative Cardiovascular Medicine, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, ChinaShanghai Children’s Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, ChinaDepartment of Pediatric, Yangpu District Shidong Hospital, Shanghai, ChinaInstitute for Developmental and Regenerative Cardiovascular Medicine, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, ChinaInstitute for Developmental and Regenerative Cardiovascular Medicine, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, ChinaDepartment of Pediatric, Yangpu District Shidong Hospital, Shanghai, ChinaDepartment of Pediatric Cardiology, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, ChinaInstitute for Developmental and Regenerative Cardiovascular Medicine, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, ChinaCongenital heart defect (CHD) is a rare and complicated disease with a high mortality rate. Its etiology remains unclear and includes many aspects. DNA methylation has been indicated to be involved in heart development in the early stage of life, and aberrant methylation level was related to CHDs. This study provides the first evidence of the cross talk of SNP variants and DNA methylation in clarifying CHD underlying genomic cause. We gathered whole exome sequencing (WES) data for Group 1 consisting of patients with PA (n = 78), TOF (n = 20), TAPVC (n = 78), and PDA (n = 40), and 100 healthy children as control group. Rare non-synonymous mutations and novel genes were found and highlighted. Meanwhile, we carried out the second analysis of DNA methylation data from patients with PA (n = 3), TAPVC (n = 3), TOF (n = 3), and PDA (n = 2), and five healthy controls using 850 K array in Group 2. DNA methylation was linked to WES data, and we explored an obvious overlap of hyper/hypomethylated genes. Next, we identified some candidate genes by Fisher’s exact test and Burden analysis; then, those methylated genes were figured out by the criteria of the mutation located in the CpG islands of the genome, differential methylation sites (DMS), and DNA methylation quantitative trait loci (meQTLs) in the database, respectively. Also, the interaction of differentially methylated candidate genes with known CHD pathogenetic genes was depicted in a molecular network. Taken together, our findings show that nine novel genes (ANGPTL4, VEGFA, PAX3, MUC4, HLA-DRB1, TJP2, BCR, PKD1, and HK2) in methylation level are critical to CHD and reveal a new insight into the molecular pathogenesis of CHD.https://www.frontiersin.org/articles/10.3389/fcell.2021.665514/fullcongenital heart defectssingle-nucleotide polymorphismsDNA methylationcpG islandmeQTLs |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jing Wang Jing Wang Jing Wang Xiaoqin Ma Qi Zhang Yinghui Chen Dan Wu Pengjun Zhao Yu Yu |
spellingShingle |
Jing Wang Jing Wang Jing Wang Xiaoqin Ma Qi Zhang Yinghui Chen Dan Wu Pengjun Zhao Yu Yu The Interaction Analysis of SNP Variants and DNA Methylation Identifies Novel Methylated Pathogenesis Genes in Congenital Heart Diseases Frontiers in Cell and Developmental Biology congenital heart defects single-nucleotide polymorphisms DNA methylation cpG island meQTLs |
author_facet |
Jing Wang Jing Wang Jing Wang Xiaoqin Ma Qi Zhang Yinghui Chen Dan Wu Pengjun Zhao Yu Yu |
author_sort |
Jing Wang |
title |
The Interaction Analysis of SNP Variants and DNA Methylation Identifies Novel Methylated Pathogenesis Genes in Congenital Heart Diseases |
title_short |
The Interaction Analysis of SNP Variants and DNA Methylation Identifies Novel Methylated Pathogenesis Genes in Congenital Heart Diseases |
title_full |
The Interaction Analysis of SNP Variants and DNA Methylation Identifies Novel Methylated Pathogenesis Genes in Congenital Heart Diseases |
title_fullStr |
The Interaction Analysis of SNP Variants and DNA Methylation Identifies Novel Methylated Pathogenesis Genes in Congenital Heart Diseases |
title_full_unstemmed |
The Interaction Analysis of SNP Variants and DNA Methylation Identifies Novel Methylated Pathogenesis Genes in Congenital Heart Diseases |
title_sort |
interaction analysis of snp variants and dna methylation identifies novel methylated pathogenesis genes in congenital heart diseases |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Cell and Developmental Biology |
issn |
2296-634X |
publishDate |
2021-05-01 |
description |
Congenital heart defect (CHD) is a rare and complicated disease with a high mortality rate. Its etiology remains unclear and includes many aspects. DNA methylation has been indicated to be involved in heart development in the early stage of life, and aberrant methylation level was related to CHDs. This study provides the first evidence of the cross talk of SNP variants and DNA methylation in clarifying CHD underlying genomic cause. We gathered whole exome sequencing (WES) data for Group 1 consisting of patients with PA (n = 78), TOF (n = 20), TAPVC (n = 78), and PDA (n = 40), and 100 healthy children as control group. Rare non-synonymous mutations and novel genes were found and highlighted. Meanwhile, we carried out the second analysis of DNA methylation data from patients with PA (n = 3), TAPVC (n = 3), TOF (n = 3), and PDA (n = 2), and five healthy controls using 850 K array in Group 2. DNA methylation was linked to WES data, and we explored an obvious overlap of hyper/hypomethylated genes. Next, we identified some candidate genes by Fisher’s exact test and Burden analysis; then, those methylated genes were figured out by the criteria of the mutation located in the CpG islands of the genome, differential methylation sites (DMS), and DNA methylation quantitative trait loci (meQTLs) in the database, respectively. Also, the interaction of differentially methylated candidate genes with known CHD pathogenetic genes was depicted in a molecular network. Taken together, our findings show that nine novel genes (ANGPTL4, VEGFA, PAX3, MUC4, HLA-DRB1, TJP2, BCR, PKD1, and HK2) in methylation level are critical to CHD and reveal a new insight into the molecular pathogenesis of CHD. |
topic |
congenital heart defects single-nucleotide polymorphisms DNA methylation cpG island meQTLs |
url |
https://www.frontiersin.org/articles/10.3389/fcell.2021.665514/full |
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