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Functional genomics elucidates regulatory mechanisms of Parkinson’s disease-associated variants
BACKGROUND: Genome-wide association studies (GWASs) have identified multiple risk loci for Parkinson’s disease (PD). However, identifying the functional (or potential causal) variants in the reported risk loci and elucidating their roles in PD pathogenesis remain major challenges. To identify the po...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8848643/ https://www.ncbi.nlm.nih.gov/pubmed/35168626 http://dx.doi.org/10.1186/s12916-022-02264-w |
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author | Chen, Rui Liu, Jiewei Li, Shiwu Li, Xiaoyan Huo, Yongxia Yao, Yong-Gang Xiao, Xiao Li, Ming Luo, Xiong-Jian |
author_facet | Chen, Rui Liu, Jiewei Li, Shiwu Li, Xiaoyan Huo, Yongxia Yao, Yong-Gang Xiao, Xiao Li, Ming Luo, Xiong-Jian |
author_sort | Chen, Rui |
collection | PubMed |
description | BACKGROUND: Genome-wide association studies (GWASs) have identified multiple risk loci for Parkinson’s disease (PD). However, identifying the functional (or potential causal) variants in the reported risk loci and elucidating their roles in PD pathogenesis remain major challenges. To identify the potential causal (or functional) variants in the reported PD risk loci and to elucidate their regulatory mechanisms, we report a functional genomics study of PD. METHODS: We first integrated chromatin immunoprecipitation sequencing (ChIP-Seq) (from neuronal cells and human brain tissues) data and GWAS-identified single-nucleotide polymorphisms (SNPs) in PD risk loci. We then conducted a series of experiments and analyses to validate the regulatory effects of these (i.e., functional) SNPs, including reporter gene assays, allele-specific expression (ASE), transcription factor (TF) knockdown, CRISPR-Cas9-mediated genome editing, and expression quantitative trait loci (eQTL) analysis. RESULTS: We identified 44 SNPs (from 11 risk loci) affecting the binding of 12 TFs and we validated the regulatory effects of 15 TF binding-disrupting SNPs. In addition, we also identified the potential target genes regulated by these TF binding-disrupting SNPs through eQTL analysis. Finally, we showed that 4 eQTL genes of these TF binding-disrupting SNPs were dysregulated in PD cases compared with controls. CONCLUSION: Our study systematically reveals the gene regulatory mechanisms of PD risk variants (including widespread disruption of CTCF binding), generates the landscape of potential PD causal variants, and pinpoints promising candidate genes for further functional characterization and drug development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02264-w. |
format | Online Article Text |
id | pubmed-8848643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-88486432022-02-18 Functional genomics elucidates regulatory mechanisms of Parkinson’s disease-associated variants Chen, Rui Liu, Jiewei Li, Shiwu Li, Xiaoyan Huo, Yongxia Yao, Yong-Gang Xiao, Xiao Li, Ming Luo, Xiong-Jian BMC Med Research Article BACKGROUND: Genome-wide association studies (GWASs) have identified multiple risk loci for Parkinson’s disease (PD). However, identifying the functional (or potential causal) variants in the reported risk loci and elucidating their roles in PD pathogenesis remain major challenges. To identify the potential causal (or functional) variants in the reported PD risk loci and to elucidate their regulatory mechanisms, we report a functional genomics study of PD. METHODS: We first integrated chromatin immunoprecipitation sequencing (ChIP-Seq) (from neuronal cells and human brain tissues) data and GWAS-identified single-nucleotide polymorphisms (SNPs) in PD risk loci. We then conducted a series of experiments and analyses to validate the regulatory effects of these (i.e., functional) SNPs, including reporter gene assays, allele-specific expression (ASE), transcription factor (TF) knockdown, CRISPR-Cas9-mediated genome editing, and expression quantitative trait loci (eQTL) analysis. RESULTS: We identified 44 SNPs (from 11 risk loci) affecting the binding of 12 TFs and we validated the regulatory effects of 15 TF binding-disrupting SNPs. In addition, we also identified the potential target genes regulated by these TF binding-disrupting SNPs through eQTL analysis. Finally, we showed that 4 eQTL genes of these TF binding-disrupting SNPs were dysregulated in PD cases compared with controls. CONCLUSION: Our study systematically reveals the gene regulatory mechanisms of PD risk variants (including widespread disruption of CTCF binding), generates the landscape of potential PD causal variants, and pinpoints promising candidate genes for further functional characterization and drug development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02264-w. BioMed Central 2022-02-16 /pmc/articles/PMC8848643/ /pubmed/35168626 http://dx.doi.org/10.1186/s12916-022-02264-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Chen, Rui Liu, Jiewei Li, Shiwu Li, Xiaoyan Huo, Yongxia Yao, Yong-Gang Xiao, Xiao Li, Ming Luo, Xiong-Jian Functional genomics elucidates regulatory mechanisms of Parkinson’s disease-associated variants |
title | Functional genomics elucidates regulatory mechanisms of Parkinson’s disease-associated variants |
title_full | Functional genomics elucidates regulatory mechanisms of Parkinson’s disease-associated variants |
title_fullStr | Functional genomics elucidates regulatory mechanisms of Parkinson’s disease-associated variants |
title_full_unstemmed | Functional genomics elucidates regulatory mechanisms of Parkinson’s disease-associated variants |
title_short | Functional genomics elucidates regulatory mechanisms of Parkinson’s disease-associated variants |
title_sort | functional genomics elucidates regulatory mechanisms of parkinson’s disease-associated variants |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8848643/ https://www.ncbi.nlm.nih.gov/pubmed/35168626 http://dx.doi.org/10.1186/s12916-022-02264-w |
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