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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Main Authors: Jing Wang, Xiaoqin Ma, Qi Zhang, Yinghui Chen, Dan Wu, Pengjun Zhao, Yu Yu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcell.2021.665514/full
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spelling 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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