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Discovery of novel hepatocyte eQTLs in African Americans
African Americans (AAs) are disproportionately affected by metabolic diseases and adverse drug events, with limited publicly available genomic and transcriptomic data to advance the knowledge of the molecular underpinnings or genetic associations to these diseases or drug response phenotypes. To fil...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7192504/ https://www.ncbi.nlm.nih.gov/pubmed/32310939 http://dx.doi.org/10.1371/journal.pgen.1008662 |
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author | Zhong, Yizhen De, Tanima Alarcon, Cristina Park, C. Sehwan Lec, Bianca Perera, Minoli A. |
author_facet | Zhong, Yizhen De, Tanima Alarcon, Cristina Park, C. Sehwan Lec, Bianca Perera, Minoli A. |
author_sort | Zhong, Yizhen |
collection | PubMed |
description | African Americans (AAs) are disproportionately affected by metabolic diseases and adverse drug events, with limited publicly available genomic and transcriptomic data to advance the knowledge of the molecular underpinnings or genetic associations to these diseases or drug response phenotypes. To fill this gap, we obtained 60 primary hepatocyte cultures from AA liver donors for genome-wide mapping of expression quantitative trait loci (eQTL) using LAMatrix. We identified 277 eGenes and 19,770 eQTLs, of which 67 eGenes and 7,415 eQTLs are not observed in the Genotype-Tissue Expression Project (GTEx) liver eQTL analysis. Of the eGenes found in GTEx only 25 share the same lead eQTL. These AA-specific eQTLs are less correlated to GTEx eQTLs. in effect sizes and have larger Fst values compared to eQTLs found in both cohorts (overlapping eQTLs). We assessed the overlap between GWAS variants and their tagging variants with AA hepatocyte eQTLs and demonstrated that AA hepatocyte eQTLs can decrease the number of potential causal variants at GWAS loci. Additionally, we identified 75,002 exon QTLs of which 48.8% are not eQTLs in AA hepatocytes. Our analysis provides the first comprehensive characterization of AA hepatocyte eQTLs and highlights the unique discoveries that are made possible due to the increased genetic diversity within the African ancestry genome. |
format | Online Article Text |
id | pubmed-7192504 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-71925042020-05-11 Discovery of novel hepatocyte eQTLs in African Americans Zhong, Yizhen De, Tanima Alarcon, Cristina Park, C. Sehwan Lec, Bianca Perera, Minoli A. PLoS Genet Research Article African Americans (AAs) are disproportionately affected by metabolic diseases and adverse drug events, with limited publicly available genomic and transcriptomic data to advance the knowledge of the molecular underpinnings or genetic associations to these diseases or drug response phenotypes. To fill this gap, we obtained 60 primary hepatocyte cultures from AA liver donors for genome-wide mapping of expression quantitative trait loci (eQTL) using LAMatrix. We identified 277 eGenes and 19,770 eQTLs, of which 67 eGenes and 7,415 eQTLs are not observed in the Genotype-Tissue Expression Project (GTEx) liver eQTL analysis. Of the eGenes found in GTEx only 25 share the same lead eQTL. These AA-specific eQTLs are less correlated to GTEx eQTLs. in effect sizes and have larger Fst values compared to eQTLs found in both cohorts (overlapping eQTLs). We assessed the overlap between GWAS variants and their tagging variants with AA hepatocyte eQTLs and demonstrated that AA hepatocyte eQTLs can decrease the number of potential causal variants at GWAS loci. Additionally, we identified 75,002 exon QTLs of which 48.8% are not eQTLs in AA hepatocytes. Our analysis provides the first comprehensive characterization of AA hepatocyte eQTLs and highlights the unique discoveries that are made possible due to the increased genetic diversity within the African ancestry genome. Public Library of Science 2020-04-20 /pmc/articles/PMC7192504/ /pubmed/32310939 http://dx.doi.org/10.1371/journal.pgen.1008662 Text en © 2020 Zhong et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Zhong, Yizhen De, Tanima Alarcon, Cristina Park, C. Sehwan Lec, Bianca Perera, Minoli A. Discovery of novel hepatocyte eQTLs in African Americans |
title | Discovery of novel hepatocyte eQTLs in African Americans |
title_full | Discovery of novel hepatocyte eQTLs in African Americans |
title_fullStr | Discovery of novel hepatocyte eQTLs in African Americans |
title_full_unstemmed | Discovery of novel hepatocyte eQTLs in African Americans |
title_short | Discovery of novel hepatocyte eQTLs in African Americans |
title_sort | discovery of novel hepatocyte eqtls in african americans |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7192504/ https://www.ncbi.nlm.nih.gov/pubmed/32310939 http://dx.doi.org/10.1371/journal.pgen.1008662 |
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