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Target Genes of Autism Risk Loci in Brain Frontal Cortex
Autism spectrum disorder (ASD) is a complex neuropsychiatric disorder. A number of genetic risk loci have been identified for ASD from genome-wide association studies (GWAS); however, their target genes in relevant tissues and cell types remain to be investigated. The frontal cortex is a key region...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6696877/ https://www.ncbi.nlm.nih.gov/pubmed/31447881 http://dx.doi.org/10.3389/fgene.2019.00707 |
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author | Sun, Yan Yao, Xueming March, Michael E. Meng, Xinyi Li, Junyi Wei, Zhi Sleiman, Patrick M.A. Hakonarson, Hakon Xia, Qianghua Li, Jin |
author_facet | Sun, Yan Yao, Xueming March, Michael E. Meng, Xinyi Li, Junyi Wei, Zhi Sleiman, Patrick M.A. Hakonarson, Hakon Xia, Qianghua Li, Jin |
author_sort | Sun, Yan |
collection | PubMed |
description | Autism spectrum disorder (ASD) is a complex neuropsychiatric disorder. A number of genetic risk loci have been identified for ASD from genome-wide association studies (GWAS); however, their target genes in relevant tissues and cell types remain to be investigated. The frontal cortex is a key region in the human brain for communication and cognitive function. To identify risk genes contributing to potential dysfunction in the frontal cortex of ASD patients, we took an in silico approach integrating multi-omics data. We first found genes with expression in frontal cortex tissue that correlates with ASD risk loci by leveraging expression quantitative trait loci (eQTLs) information. Among these genes, we then identified 76 genes showing significant differential expression in the frontal cortex between ASD cases and controls in microarray datasets and further replicated four genes with RNA-seq data. Among the ASD GWAS single nucleotide polymorphisms (SNPs) correlating with the 76 genes, 20 overlap with histone marks and 40 are associated with gene methylation level. Thus, through multi-omics data analyses, we identified genes that may work as target genes of ASD risk loci in the brain frontal cortex. |
format | Online Article Text |
id | pubmed-6696877 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-66968772019-08-23 Target Genes of Autism Risk Loci in Brain Frontal Cortex Sun, Yan Yao, Xueming March, Michael E. Meng, Xinyi Li, Junyi Wei, Zhi Sleiman, Patrick M.A. Hakonarson, Hakon Xia, Qianghua Li, Jin Front Genet Genetics Autism spectrum disorder (ASD) is a complex neuropsychiatric disorder. A number of genetic risk loci have been identified for ASD from genome-wide association studies (GWAS); however, their target genes in relevant tissues and cell types remain to be investigated. The frontal cortex is a key region in the human brain for communication and cognitive function. To identify risk genes contributing to potential dysfunction in the frontal cortex of ASD patients, we took an in silico approach integrating multi-omics data. We first found genes with expression in frontal cortex tissue that correlates with ASD risk loci by leveraging expression quantitative trait loci (eQTLs) information. Among these genes, we then identified 76 genes showing significant differential expression in the frontal cortex between ASD cases and controls in microarray datasets and further replicated four genes with RNA-seq data. Among the ASD GWAS single nucleotide polymorphisms (SNPs) correlating with the 76 genes, 20 overlap with histone marks and 40 are associated with gene methylation level. Thus, through multi-omics data analyses, we identified genes that may work as target genes of ASD risk loci in the brain frontal cortex. Frontiers Media S.A. 2019-08-09 /pmc/articles/PMC6696877/ /pubmed/31447881 http://dx.doi.org/10.3389/fgene.2019.00707 Text en Copyright © 2019 Sun, Yao, March, Meng, Li, Wei, Sleiman, Hakonarson, Xia and Li http://creativecommons.org/licenses/by/4.0/ 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. |
spellingShingle | Genetics Sun, Yan Yao, Xueming March, Michael E. Meng, Xinyi Li, Junyi Wei, Zhi Sleiman, Patrick M.A. Hakonarson, Hakon Xia, Qianghua Li, Jin Target Genes of Autism Risk Loci in Brain Frontal Cortex |
title | Target Genes of Autism Risk Loci in Brain Frontal Cortex |
title_full | Target Genes of Autism Risk Loci in Brain Frontal Cortex |
title_fullStr | Target Genes of Autism Risk Loci in Brain Frontal Cortex |
title_full_unstemmed | Target Genes of Autism Risk Loci in Brain Frontal Cortex |
title_short | Target Genes of Autism Risk Loci in Brain Frontal Cortex |
title_sort | target genes of autism risk loci in brain frontal cortex |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6696877/ https://www.ncbi.nlm.nih.gov/pubmed/31447881 http://dx.doi.org/10.3389/fgene.2019.00707 |
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