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Gene expression in African Americans, Puerto Ricans and Mexican Americans reveals ancestry-specific patterns of genetic architecture
We explored ancestry-related differences in the genetic architecture of whole-blood gene expression using whole-genome and RNA sequencing data from 2,733 African Americans, Puerto Ricans and Mexican Americans. We found that heritability of gene expression significantly increased with greater proport...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group US
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10260401/ https://www.ncbi.nlm.nih.gov/pubmed/37231098 http://dx.doi.org/10.1038/s41588-023-01377-z |
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author | Kachuri, Linda Mak, Angel C. Y. Hu, Donglei Eng, Celeste Huntsman, Scott Elhawary, Jennifer R. Gupta, Namrata Gabriel, Stacey Xiao, Shujie Keys, Kevin L. Oni-Orisan, Akinyemi Rodríguez-Santana, José R. LeNoir, Michael A. Borrell, Luisa N. Zaitlen, Noah A. Williams, L. Keoki Gignoux, Christopher R. Burchard, Esteban González Ziv, Elad |
author_facet | Kachuri, Linda Mak, Angel C. Y. Hu, Donglei Eng, Celeste Huntsman, Scott Elhawary, Jennifer R. Gupta, Namrata Gabriel, Stacey Xiao, Shujie Keys, Kevin L. Oni-Orisan, Akinyemi Rodríguez-Santana, José R. LeNoir, Michael A. Borrell, Luisa N. Zaitlen, Noah A. Williams, L. Keoki Gignoux, Christopher R. Burchard, Esteban González Ziv, Elad |
author_sort | Kachuri, Linda |
collection | PubMed |
description | We explored ancestry-related differences in the genetic architecture of whole-blood gene expression using whole-genome and RNA sequencing data from 2,733 African Americans, Puerto Ricans and Mexican Americans. We found that heritability of gene expression significantly increased with greater proportions of African genetic ancestry and decreased with higher proportions of Indigenous American ancestry, reflecting the relationship between heterozygosity and genetic variance. Among heritable protein-coding genes, the prevalence of ancestry-specific expression quantitative trait loci (anc-eQTLs) was 30% in African ancestry and 8% for Indigenous American ancestry segments. Most anc-eQTLs (89%) were driven by population differences in allele frequency. Transcriptome-wide association analyses of multi-ancestry summary statistics for 28 traits identified 79% more gene–trait associations using transcriptome prediction models trained in our admixed population than models trained using data from the Genotype-Tissue Expression project. Our study highlights the importance of measuring gene expression across large and ancestrally diverse populations for enabling new discoveries and reducing disparities. |
format | Online Article Text |
id | pubmed-10260401 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
spelling | pubmed-102604012023-06-15 Gene expression in African Americans, Puerto Ricans and Mexican Americans reveals ancestry-specific patterns of genetic architecture Kachuri, Linda Mak, Angel C. Y. Hu, Donglei Eng, Celeste Huntsman, Scott Elhawary, Jennifer R. Gupta, Namrata Gabriel, Stacey Xiao, Shujie Keys, Kevin L. Oni-Orisan, Akinyemi Rodríguez-Santana, José R. LeNoir, Michael A. Borrell, Luisa N. Zaitlen, Noah A. Williams, L. Keoki Gignoux, Christopher R. Burchard, Esteban González Ziv, Elad Nat Genet Article We explored ancestry-related differences in the genetic architecture of whole-blood gene expression using whole-genome and RNA sequencing data from 2,733 African Americans, Puerto Ricans and Mexican Americans. We found that heritability of gene expression significantly increased with greater proportions of African genetic ancestry and decreased with higher proportions of Indigenous American ancestry, reflecting the relationship between heterozygosity and genetic variance. Among heritable protein-coding genes, the prevalence of ancestry-specific expression quantitative trait loci (anc-eQTLs) was 30% in African ancestry and 8% for Indigenous American ancestry segments. Most anc-eQTLs (89%) were driven by population differences in allele frequency. Transcriptome-wide association analyses of multi-ancestry summary statistics for 28 traits identified 79% more gene–trait associations using transcriptome prediction models trained in our admixed population than models trained using data from the Genotype-Tissue Expression project. Our study highlights the importance of measuring gene expression across large and ancestrally diverse populations for enabling new discoveries and reducing disparities. Nature Publishing Group US 2023-05-25 2023 /pmc/articles/PMC10260401/ /pubmed/37231098 http://dx.doi.org/10.1038/s41588-023-01377-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Kachuri, Linda Mak, Angel C. Y. Hu, Donglei Eng, Celeste Huntsman, Scott Elhawary, Jennifer R. Gupta, Namrata Gabriel, Stacey Xiao, Shujie Keys, Kevin L. Oni-Orisan, Akinyemi Rodríguez-Santana, José R. LeNoir, Michael A. Borrell, Luisa N. Zaitlen, Noah A. Williams, L. Keoki Gignoux, Christopher R. Burchard, Esteban González Ziv, Elad Gene expression in African Americans, Puerto Ricans and Mexican Americans reveals ancestry-specific patterns of genetic architecture |
title | Gene expression in African Americans, Puerto Ricans and Mexican Americans reveals ancestry-specific patterns of genetic architecture |
title_full | Gene expression in African Americans, Puerto Ricans and Mexican Americans reveals ancestry-specific patterns of genetic architecture |
title_fullStr | Gene expression in African Americans, Puerto Ricans and Mexican Americans reveals ancestry-specific patterns of genetic architecture |
title_full_unstemmed | Gene expression in African Americans, Puerto Ricans and Mexican Americans reveals ancestry-specific patterns of genetic architecture |
title_short | Gene expression in African Americans, Puerto Ricans and Mexican Americans reveals ancestry-specific patterns of genetic architecture |
title_sort | gene expression in african americans, puerto ricans and mexican americans reveals ancestry-specific patterns of genetic architecture |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10260401/ https://www.ncbi.nlm.nih.gov/pubmed/37231098 http://dx.doi.org/10.1038/s41588-023-01377-z |
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