Cargando…
Variation and Genetic Control of Protein Abundance in Humans
Gene expression differs among both individuals and populations and is thought to be a major determinant of phenotypic variation. Although variation and genetic loci responsible for RNA expression levels have been analyzed extensively in human populations(1–5), our knowledge is limited regarding the...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2013
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3789121/ https://www.ncbi.nlm.nih.gov/pubmed/23676674 http://dx.doi.org/10.1038/nature12223 |
_version_ | 1782286397707649024 |
---|---|
author | Wu, Linfeng Candille, Sophie I Choi, Yoonha Xie, Dan Li-Pook-Than, Jennifer Tang, Hua Snyder, Michael |
author_facet | Wu, Linfeng Candille, Sophie I Choi, Yoonha Xie, Dan Li-Pook-Than, Jennifer Tang, Hua Snyder, Michael |
author_sort | Wu, Linfeng |
collection | PubMed |
description | Gene expression differs among both individuals and populations and is thought to be a major determinant of phenotypic variation. Although variation and genetic loci responsible for RNA expression levels have been analyzed extensively in human populations(1–5), our knowledge is limited regarding the differences in human protein abundance and their genetic basis. Variation in mRNA expression is not a perfect surrogate for protein expression because the latter is influenced by a battery of post-transcriptional regulatory mechanisms, and, empirically, the correlation between protein and mRNA levels is generally modest(6,7). Here we used isobaric tandem mass tag (TMT)-based quantitative mass spectrometry to determine relative protein levels of 5953 genes in lymphoblastoid cell lines (LCLs) from 95 diverse individuals genotyped in the HapMap Project(8,9). We found that protein levels are heritable molecular phenotypes that exhibit considerable variation between individuals, populations, and sexes. Levels of specific sets of proteins involved in the same biological process co-vary among individuals, indicating that these processes are tightly regulated at the protein level. We identified cis-pQTLs (protein quantitative trait loci), including variants not detected by previous transcriptome studies. This study demonstrates the feasibility of high throughput human proteome quantification which, when integrated with DNA variation and transcriptome information, adds a new dimension to the characterization of gene expression regulation. |
format | Online Article Text |
id | pubmed-3789121 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
record_format | MEDLINE/PubMed |
spelling | pubmed-37891212014-01-04 Variation and Genetic Control of Protein Abundance in Humans Wu, Linfeng Candille, Sophie I Choi, Yoonha Xie, Dan Li-Pook-Than, Jennifer Tang, Hua Snyder, Michael Nature Article Gene expression differs among both individuals and populations and is thought to be a major determinant of phenotypic variation. Although variation and genetic loci responsible for RNA expression levels have been analyzed extensively in human populations(1–5), our knowledge is limited regarding the differences in human protein abundance and their genetic basis. Variation in mRNA expression is not a perfect surrogate for protein expression because the latter is influenced by a battery of post-transcriptional regulatory mechanisms, and, empirically, the correlation between protein and mRNA levels is generally modest(6,7). Here we used isobaric tandem mass tag (TMT)-based quantitative mass spectrometry to determine relative protein levels of 5953 genes in lymphoblastoid cell lines (LCLs) from 95 diverse individuals genotyped in the HapMap Project(8,9). We found that protein levels are heritable molecular phenotypes that exhibit considerable variation between individuals, populations, and sexes. Levels of specific sets of proteins involved in the same biological process co-vary among individuals, indicating that these processes are tightly regulated at the protein level. We identified cis-pQTLs (protein quantitative trait loci), including variants not detected by previous transcriptome studies. This study demonstrates the feasibility of high throughput human proteome quantification which, when integrated with DNA variation and transcriptome information, adds a new dimension to the characterization of gene expression regulation. 2013-05-15 2013-07-04 /pmc/articles/PMC3789121/ /pubmed/23676674 http://dx.doi.org/10.1038/nature12223 Text en Users may view, print, copy, download and text and data- mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Wu, Linfeng Candille, Sophie I Choi, Yoonha Xie, Dan Li-Pook-Than, Jennifer Tang, Hua Snyder, Michael Variation and Genetic Control of Protein Abundance in Humans |
title | Variation and Genetic Control of Protein Abundance in Humans |
title_full | Variation and Genetic Control of Protein Abundance in Humans |
title_fullStr | Variation and Genetic Control of Protein Abundance in Humans |
title_full_unstemmed | Variation and Genetic Control of Protein Abundance in Humans |
title_short | Variation and Genetic Control of Protein Abundance in Humans |
title_sort | variation and genetic control of protein abundance in humans |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3789121/ https://www.ncbi.nlm.nih.gov/pubmed/23676674 http://dx.doi.org/10.1038/nature12223 |
work_keys_str_mv | AT wulinfeng variationandgeneticcontrolofproteinabundanceinhumans AT candillesophiei variationandgeneticcontrolofproteinabundanceinhumans AT choiyoonha variationandgeneticcontrolofproteinabundanceinhumans AT xiedan variationandgeneticcontrolofproteinabundanceinhumans AT lipookthanjennifer variationandgeneticcontrolofproteinabundanceinhumans AT tanghua variationandgeneticcontrolofproteinabundanceinhumans AT snydermichael variationandgeneticcontrolofproteinabundanceinhumans |