Cargando…
Genetic architecture of protein expression and its regulation in the mouse brain
BACKGROUND: Natural variation in protein expression is common in all organisms and contributes to phenotypic differences among individuals. While variation in gene expression at the transcript level has been extensively investigated, the genetic mechanisms underlying variation in protein expression...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8642946/ https://www.ncbi.nlm.nih.gov/pubmed/34863093 http://dx.doi.org/10.1186/s12864-021-08168-y |
_version_ | 1784609776911515648 |
---|---|
author | Erickson, Alyssa Zhou, Suiping Luo, Jie Li, Ling Huang, Xin Even, Zachary Huang, He Xu, Hai-Ming Peng, Junmin Lu, Lu Wang, Xusheng |
author_facet | Erickson, Alyssa Zhou, Suiping Luo, Jie Li, Ling Huang, Xin Even, Zachary Huang, He Xu, Hai-Ming Peng, Junmin Lu, Lu Wang, Xusheng |
author_sort | Erickson, Alyssa |
collection | PubMed |
description | BACKGROUND: Natural variation in protein expression is common in all organisms and contributes to phenotypic differences among individuals. While variation in gene expression at the transcript level has been extensively investigated, the genetic mechanisms underlying variation in protein expression have lagged considerably behind. Here we investigate genetic architecture of protein expression by profiling a deep mouse brain proteome of two inbred strains, C57BL/6 J (B6) and DBA/2 J (D2), and their reciprocal F1 hybrids using two-dimensional liquid chromatography coupled with tandem mass spectrometry (LC/LC-MS/MS) technology. RESULTS: By comparing protein expression levels in the four mouse strains, we observed 329 statistically significant differentially expressed proteins between the two parental strains and characterized the genetic basis of protein expression. We further applied a proteogenomic approach to detect variant peptides and define protein allele-specific expression (pASE), identifying 33 variant peptides with cis-effects and 17 variant peptides showing trans-effects. Comparison of regulation at transcript and protein levels show a significant divergence. CONCLUSIONS: The results provide a comprehensive analysis of genetic architecture of protein expression and the contribution of cis- and trans-acting regulatory differences to protein expression. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-08168-y. |
format | Online Article Text |
id | pubmed-8642946 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-86429462021-12-06 Genetic architecture of protein expression and its regulation in the mouse brain Erickson, Alyssa Zhou, Suiping Luo, Jie Li, Ling Huang, Xin Even, Zachary Huang, He Xu, Hai-Ming Peng, Junmin Lu, Lu Wang, Xusheng BMC Genomics Research Article BACKGROUND: Natural variation in protein expression is common in all organisms and contributes to phenotypic differences among individuals. While variation in gene expression at the transcript level has been extensively investigated, the genetic mechanisms underlying variation in protein expression have lagged considerably behind. Here we investigate genetic architecture of protein expression by profiling a deep mouse brain proteome of two inbred strains, C57BL/6 J (B6) and DBA/2 J (D2), and their reciprocal F1 hybrids using two-dimensional liquid chromatography coupled with tandem mass spectrometry (LC/LC-MS/MS) technology. RESULTS: By comparing protein expression levels in the four mouse strains, we observed 329 statistically significant differentially expressed proteins between the two parental strains and characterized the genetic basis of protein expression. We further applied a proteogenomic approach to detect variant peptides and define protein allele-specific expression (pASE), identifying 33 variant peptides with cis-effects and 17 variant peptides showing trans-effects. Comparison of regulation at transcript and protein levels show a significant divergence. CONCLUSIONS: The results provide a comprehensive analysis of genetic architecture of protein expression and the contribution of cis- and trans-acting regulatory differences to protein expression. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-08168-y. BioMed Central 2021-12-04 /pmc/articles/PMC8642946/ /pubmed/34863093 http://dx.doi.org/10.1186/s12864-021-08168-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Erickson, Alyssa Zhou, Suiping Luo, Jie Li, Ling Huang, Xin Even, Zachary Huang, He Xu, Hai-Ming Peng, Junmin Lu, Lu Wang, Xusheng Genetic architecture of protein expression and its regulation in the mouse brain |
title | Genetic architecture of protein expression and its regulation in the mouse brain |
title_full | Genetic architecture of protein expression and its regulation in the mouse brain |
title_fullStr | Genetic architecture of protein expression and its regulation in the mouse brain |
title_full_unstemmed | Genetic architecture of protein expression and its regulation in the mouse brain |
title_short | Genetic architecture of protein expression and its regulation in the mouse brain |
title_sort | genetic architecture of protein expression and its regulation in the mouse brain |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8642946/ https://www.ncbi.nlm.nih.gov/pubmed/34863093 http://dx.doi.org/10.1186/s12864-021-08168-y |
work_keys_str_mv | AT ericksonalyssa geneticarchitectureofproteinexpressionanditsregulationinthemousebrain AT zhousuiping geneticarchitectureofproteinexpressionanditsregulationinthemousebrain AT luojie geneticarchitectureofproteinexpressionanditsregulationinthemousebrain AT liling geneticarchitectureofproteinexpressionanditsregulationinthemousebrain AT huangxin geneticarchitectureofproteinexpressionanditsregulationinthemousebrain AT evenzachary geneticarchitectureofproteinexpressionanditsregulationinthemousebrain AT huanghe geneticarchitectureofproteinexpressionanditsregulationinthemousebrain AT xuhaiming geneticarchitectureofproteinexpressionanditsregulationinthemousebrain AT pengjunmin geneticarchitectureofproteinexpressionanditsregulationinthemousebrain AT lulu geneticarchitectureofproteinexpressionanditsregulationinthemousebrain AT wangxusheng geneticarchitectureofproteinexpressionanditsregulationinthemousebrain |