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An exome array study of the plasma metabolome
The study of rare variants may enhance our understanding of the genetic determinants of the metabolome. Here, we analyze the association between 217 plasma metabolites and exome variants on the Illumina HumanExome Beadchip in 2,076 participants in the Framingham Heart Study, with replication in 1,52...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4962516/ https://www.ncbi.nlm.nih.gov/pubmed/27453504 http://dx.doi.org/10.1038/ncomms12360 |
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author | Rhee, Eugene P. Yang, Qiong Yu, Bing Liu, Xuan Cheng, Susan Deik, Amy Pierce, Kerry A. Bullock, Kevin Ho, Jennifer E. Levy, Daniel Florez, Jose C. Kathiresan, Sek Larson, Martin G. Vasan, Ramachandran S. Clish, Clary B. Wang, Thomas J. Boerwinkle, Eric O'Donnell, Christopher J. Gerszten, Robert E. |
author_facet | Rhee, Eugene P. Yang, Qiong Yu, Bing Liu, Xuan Cheng, Susan Deik, Amy Pierce, Kerry A. Bullock, Kevin Ho, Jennifer E. Levy, Daniel Florez, Jose C. Kathiresan, Sek Larson, Martin G. Vasan, Ramachandran S. Clish, Clary B. Wang, Thomas J. Boerwinkle, Eric O'Donnell, Christopher J. Gerszten, Robert E. |
author_sort | Rhee, Eugene P. |
collection | PubMed |
description | The study of rare variants may enhance our understanding of the genetic determinants of the metabolome. Here, we analyze the association between 217 plasma metabolites and exome variants on the Illumina HumanExome Beadchip in 2,076 participants in the Framingham Heart Study, with replication in 1,528 participants of the Atherosclerosis Risk in Communities Study. We identify an association between GMPS and xanthosine using single variant analysis and associations between HAL and histidine, PAH and phenylalanine, and UPB1 and ureidopropionate using gene-based tests (P<5 × 10(−8) in meta-analysis), highlighting novel coding variants that may underlie inborn errors of metabolism. Further, we show how an examination of variants across the spectrum of allele frequency highlights independent association signals at select loci and generates a more integrated view of metabolite heritability. These studies build on prior metabolomics genome wide association studies to provide a more complete picture of the genetic architecture of the plasma metabolome. |
format | Online Article Text |
id | pubmed-4962516 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-49625162016-09-06 An exome array study of the plasma metabolome Rhee, Eugene P. Yang, Qiong Yu, Bing Liu, Xuan Cheng, Susan Deik, Amy Pierce, Kerry A. Bullock, Kevin Ho, Jennifer E. Levy, Daniel Florez, Jose C. Kathiresan, Sek Larson, Martin G. Vasan, Ramachandran S. Clish, Clary B. Wang, Thomas J. Boerwinkle, Eric O'Donnell, Christopher J. Gerszten, Robert E. Nat Commun Article The study of rare variants may enhance our understanding of the genetic determinants of the metabolome. Here, we analyze the association between 217 plasma metabolites and exome variants on the Illumina HumanExome Beadchip in 2,076 participants in the Framingham Heart Study, with replication in 1,528 participants of the Atherosclerosis Risk in Communities Study. We identify an association between GMPS and xanthosine using single variant analysis and associations between HAL and histidine, PAH and phenylalanine, and UPB1 and ureidopropionate using gene-based tests (P<5 × 10(−8) in meta-analysis), highlighting novel coding variants that may underlie inborn errors of metabolism. Further, we show how an examination of variants across the spectrum of allele frequency highlights independent association signals at select loci and generates a more integrated view of metabolite heritability. These studies build on prior metabolomics genome wide association studies to provide a more complete picture of the genetic architecture of the plasma metabolome. Nature Publishing Group 2016-07-25 /pmc/articles/PMC4962516/ /pubmed/27453504 http://dx.doi.org/10.1038/ncomms12360 Text en Copyright © 2016, Nature Publishing Group, a division of Macmillan Publishers Limited. All Rights Reserved. http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Rhee, Eugene P. Yang, Qiong Yu, Bing Liu, Xuan Cheng, Susan Deik, Amy Pierce, Kerry A. Bullock, Kevin Ho, Jennifer E. Levy, Daniel Florez, Jose C. Kathiresan, Sek Larson, Martin G. Vasan, Ramachandran S. Clish, Clary B. Wang, Thomas J. Boerwinkle, Eric O'Donnell, Christopher J. Gerszten, Robert E. An exome array study of the plasma metabolome |
title | An exome array study of the plasma metabolome |
title_full | An exome array study of the plasma metabolome |
title_fullStr | An exome array study of the plasma metabolome |
title_full_unstemmed | An exome array study of the plasma metabolome |
title_short | An exome array study of the plasma metabolome |
title_sort | exome array study of the plasma metabolome |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4962516/ https://www.ncbi.nlm.nih.gov/pubmed/27453504 http://dx.doi.org/10.1038/ncomms12360 |
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