Cargando…
Localization-specific distributions of protein pI in human proteome are governed by local pH and membrane charge
BACKGROUND: Whole-proteome distributions of protein isoelectric point (pI) values in different organisms are bi- or trimodal with some variations. It was suggested that the observed multimodality of the proteome-wide pI distributions is associated with subcellular localization-specific differences i...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6701068/ https://www.ncbi.nlm.nih.gov/pubmed/31429701 http://dx.doi.org/10.1186/s12860-019-0221-4 |
_version_ | 1783444990033133568 |
---|---|
author | Kurotani, Atsushi Tokmakov, Alexander A. Sato, Ken-Ichi Stefanov, Vasily E. Yamada, Yutaka Sakurai, Tetsuya |
author_facet | Kurotani, Atsushi Tokmakov, Alexander A. Sato, Ken-Ichi Stefanov, Vasily E. Yamada, Yutaka Sakurai, Tetsuya |
author_sort | Kurotani, Atsushi |
collection | PubMed |
description | BACKGROUND: Whole-proteome distributions of protein isoelectric point (pI) values in different organisms are bi- or trimodal with some variations. It was suggested that the observed multimodality of the proteome-wide pI distributions is associated with subcellular localization-specific differences in the local pI distributions. However, the factors responsible for variation of the intracellular localization-specific pI profiles have not been investigated in detail. RESULTS: In this work, we explored proteome-wide pI distributions of 32,138 human proteins predicted to reside in 10 subcellular compartments, as well as the pI distributions of experimentally observed lysosomal and Golgi proteins. The distributions were found to differ significantly, although all of them adhered to the major recurrent bimodal pattern. Grossly, acid-biased and alkaline-biased patterns with various minor statistical features were observed at different subcellular locations. Bioinformatics analysis revealed the existence of strong statistically significant correlations between protein pI and subcellular localization. Most markedly, protein pI was found to correlate positively with nuclear and mitochondrial locations and negatively with cytoskeletal, cytoplasmic, lysosomal and peroxisomal environment. Further analysis demonstrated that subcellular compartment-specific pI distributions are greatly influenced by local pH and organelle membrane charge. Multiple nonlinear regression analysis identified a polynomial function of the two variables that best fitted the mean pI values of the localization-specific pI distributions. A high coefficient of determination calculated for this regression (R(2) = 0.98) suggests that local pH and organelle membrane charge are the major factors responsible for variation of the intracellular localization-specific pI profiles. CONCLUSIONS: Our study demonstrates that strong correlations exist between protein pI and subcellular localization. The specific pI distributions at different subcellular locations are defined by local environment. Predominantly, it is the local pH and membrane charge that shape the organelle-specific protein pI patterns. These findings expand our understanding of spatial organization of the human proteome. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12860-019-0221-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6701068 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-67010682019-08-26 Localization-specific distributions of protein pI in human proteome are governed by local pH and membrane charge Kurotani, Atsushi Tokmakov, Alexander A. Sato, Ken-Ichi Stefanov, Vasily E. Yamada, Yutaka Sakurai, Tetsuya BMC Mol Cell Biol Research Article BACKGROUND: Whole-proteome distributions of protein isoelectric point (pI) values in different organisms are bi- or trimodal with some variations. It was suggested that the observed multimodality of the proteome-wide pI distributions is associated with subcellular localization-specific differences in the local pI distributions. However, the factors responsible for variation of the intracellular localization-specific pI profiles have not been investigated in detail. RESULTS: In this work, we explored proteome-wide pI distributions of 32,138 human proteins predicted to reside in 10 subcellular compartments, as well as the pI distributions of experimentally observed lysosomal and Golgi proteins. The distributions were found to differ significantly, although all of them adhered to the major recurrent bimodal pattern. Grossly, acid-biased and alkaline-biased patterns with various minor statistical features were observed at different subcellular locations. Bioinformatics analysis revealed the existence of strong statistically significant correlations between protein pI and subcellular localization. Most markedly, protein pI was found to correlate positively with nuclear and mitochondrial locations and negatively with cytoskeletal, cytoplasmic, lysosomal and peroxisomal environment. Further analysis demonstrated that subcellular compartment-specific pI distributions are greatly influenced by local pH and organelle membrane charge. Multiple nonlinear regression analysis identified a polynomial function of the two variables that best fitted the mean pI values of the localization-specific pI distributions. A high coefficient of determination calculated for this regression (R(2) = 0.98) suggests that local pH and organelle membrane charge are the major factors responsible for variation of the intracellular localization-specific pI profiles. CONCLUSIONS: Our study demonstrates that strong correlations exist between protein pI and subcellular localization. The specific pI distributions at different subcellular locations are defined by local environment. Predominantly, it is the local pH and membrane charge that shape the organelle-specific protein pI patterns. These findings expand our understanding of spatial organization of the human proteome. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12860-019-0221-4) contains supplementary material, which is available to authorized users. BioMed Central 2019-08-20 /pmc/articles/PMC6701068/ /pubmed/31429701 http://dx.doi.org/10.1186/s12860-019-0221-4 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Kurotani, Atsushi Tokmakov, Alexander A. Sato, Ken-Ichi Stefanov, Vasily E. Yamada, Yutaka Sakurai, Tetsuya Localization-specific distributions of protein pI in human proteome are governed by local pH and membrane charge |
title | Localization-specific distributions of protein pI in human proteome are governed by local pH and membrane charge |
title_full | Localization-specific distributions of protein pI in human proteome are governed by local pH and membrane charge |
title_fullStr | Localization-specific distributions of protein pI in human proteome are governed by local pH and membrane charge |
title_full_unstemmed | Localization-specific distributions of protein pI in human proteome are governed by local pH and membrane charge |
title_short | Localization-specific distributions of protein pI in human proteome are governed by local pH and membrane charge |
title_sort | localization-specific distributions of protein pi in human proteome are governed by local ph and membrane charge |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6701068/ https://www.ncbi.nlm.nih.gov/pubmed/31429701 http://dx.doi.org/10.1186/s12860-019-0221-4 |
work_keys_str_mv | AT kurotaniatsushi localizationspecificdistributionsofproteinpiinhumanproteomearegovernedbylocalphandmembranecharge AT tokmakovalexandera localizationspecificdistributionsofproteinpiinhumanproteomearegovernedbylocalphandmembranecharge AT satokenichi localizationspecificdistributionsofproteinpiinhumanproteomearegovernedbylocalphandmembranecharge AT stefanovvasilye localizationspecificdistributionsofproteinpiinhumanproteomearegovernedbylocalphandmembranecharge AT yamadayutaka localizationspecificdistributionsofproteinpiinhumanproteomearegovernedbylocalphandmembranecharge AT sakuraitetsuya localizationspecificdistributionsofproteinpiinhumanproteomearegovernedbylocalphandmembranecharge |