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QTL mapping of human retina DNA methylation identifies 87 gene-epigenome interactions in age-related macular degeneration
DNA methylation (DNAm) provides a crucial epigenetic mark linking genetic variations to environmental influence. We analyzed array-based DNAm profiles of 160 human retinas with co-measured RNA-seq and > 8 million genetic variants, uncovering sites of genetic regulation in cis (37,453 mQTLs and 12...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Journal Experts
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10312909/ https://www.ncbi.nlm.nih.gov/pubmed/37398472 http://dx.doi.org/10.21203/rs.3.rs-3011096/v1 |
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author | Advani, Jayshree Corso-Diaz, Ximena Kwicklis, Madeline van Asten, Freekje Ratnapriya, Rinki Mehta, Puja Hamel, Andrew Mahrotra, Sudeep Segrè, Ayellet Kiel, Christina Strunz, Tobias Weber, Bernhard Chew, Emily Hernandez, Dena Montezuma, Sandra Ferrington, Deborah Swaroop, Anand |
author_facet | Advani, Jayshree Corso-Diaz, Ximena Kwicklis, Madeline van Asten, Freekje Ratnapriya, Rinki Mehta, Puja Hamel, Andrew Mahrotra, Sudeep Segrè, Ayellet Kiel, Christina Strunz, Tobias Weber, Bernhard Chew, Emily Hernandez, Dena Montezuma, Sandra Ferrington, Deborah Swaroop, Anand |
author_sort | Advani, Jayshree |
collection | PubMed |
description | DNA methylation (DNAm) provides a crucial epigenetic mark linking genetic variations to environmental influence. We analyzed array-based DNAm profiles of 160 human retinas with co-measured RNA-seq and > 8 million genetic variants, uncovering sites of genetic regulation in cis (37,453 mQTLs and 12,505 eQTLs) and 13,747 eQTMs (DNAm loci affecting gene expression), with over one-third specific to the retina. mQTLs and eQTMs show non-random distribution and enrichment of biological processes related to synapse, mitochondria, and catabolism. Summary data-based Mendelian randomization and colocalization analyses identify 87 target genes where methylation and gene-expression changes likely mediate the genotype effect on age-related macular degeneration (AMD). Integrated pathway analysis reveals epigenetic regulation of immune response and metabolism including the glutathione pathway and glycolysis. Our study thus defines key roles of genetic variations driving methylation changes, prioritizes epigenetic control of gene expression, and suggests frameworks for regulation of AMD pathology by genotype–environment interaction in retina. |
format | Online Article Text |
id | pubmed-10312909 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Journal Experts |
record_format | MEDLINE/PubMed |
spelling | pubmed-103129092023-07-01 QTL mapping of human retina DNA methylation identifies 87 gene-epigenome interactions in age-related macular degeneration Advani, Jayshree Corso-Diaz, Ximena Kwicklis, Madeline van Asten, Freekje Ratnapriya, Rinki Mehta, Puja Hamel, Andrew Mahrotra, Sudeep Segrè, Ayellet Kiel, Christina Strunz, Tobias Weber, Bernhard Chew, Emily Hernandez, Dena Montezuma, Sandra Ferrington, Deborah Swaroop, Anand Res Sq Article DNA methylation (DNAm) provides a crucial epigenetic mark linking genetic variations to environmental influence. We analyzed array-based DNAm profiles of 160 human retinas with co-measured RNA-seq and > 8 million genetic variants, uncovering sites of genetic regulation in cis (37,453 mQTLs and 12,505 eQTLs) and 13,747 eQTMs (DNAm loci affecting gene expression), with over one-third specific to the retina. mQTLs and eQTMs show non-random distribution and enrichment of biological processes related to synapse, mitochondria, and catabolism. Summary data-based Mendelian randomization and colocalization analyses identify 87 target genes where methylation and gene-expression changes likely mediate the genotype effect on age-related macular degeneration (AMD). Integrated pathway analysis reveals epigenetic regulation of immune response and metabolism including the glutathione pathway and glycolysis. Our study thus defines key roles of genetic variations driving methylation changes, prioritizes epigenetic control of gene expression, and suggests frameworks for regulation of AMD pathology by genotype–environment interaction in retina. American Journal Experts 2023-06-16 /pmc/articles/PMC10312909/ /pubmed/37398472 http://dx.doi.org/10.21203/rs.3.rs-3011096/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Advani, Jayshree Corso-Diaz, Ximena Kwicklis, Madeline van Asten, Freekje Ratnapriya, Rinki Mehta, Puja Hamel, Andrew Mahrotra, Sudeep Segrè, Ayellet Kiel, Christina Strunz, Tobias Weber, Bernhard Chew, Emily Hernandez, Dena Montezuma, Sandra Ferrington, Deborah Swaroop, Anand QTL mapping of human retina DNA methylation identifies 87 gene-epigenome interactions in age-related macular degeneration |
title | QTL mapping of human retina DNA methylation identifies 87 gene-epigenome interactions in age-related macular degeneration |
title_full | QTL mapping of human retina DNA methylation identifies 87 gene-epigenome interactions in age-related macular degeneration |
title_fullStr | QTL mapping of human retina DNA methylation identifies 87 gene-epigenome interactions in age-related macular degeneration |
title_full_unstemmed | QTL mapping of human retina DNA methylation identifies 87 gene-epigenome interactions in age-related macular degeneration |
title_short | QTL mapping of human retina DNA methylation identifies 87 gene-epigenome interactions in age-related macular degeneration |
title_sort | qtl mapping of human retina dna methylation identifies 87 gene-epigenome interactions in age-related macular degeneration |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10312909/ https://www.ncbi.nlm.nih.gov/pubmed/37398472 http://dx.doi.org/10.21203/rs.3.rs-3011096/v1 |
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