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Human gene expression variability and its dependence on methylation and aging
BACKGROUND: Phenotypic variability of human populations is partly the result of gene polymorphism and differential gene expression. As such, understanding the molecular basis for diversity requires identifying genes with both high and low population expression variance and identifying the mechanisms...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6898959/ https://www.ncbi.nlm.nih.gov/pubmed/31810449 http://dx.doi.org/10.1186/s12864-019-6308-7 |
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author | Bashkeel, Nasser Perkins, Theodore J. Kærn, Mads Lee, Jonathan M. |
author_facet | Bashkeel, Nasser Perkins, Theodore J. Kærn, Mads Lee, Jonathan M. |
author_sort | Bashkeel, Nasser |
collection | PubMed |
description | BACKGROUND: Phenotypic variability of human populations is partly the result of gene polymorphism and differential gene expression. As such, understanding the molecular basis for diversity requires identifying genes with both high and low population expression variance and identifying the mechanisms underlying their expression control. Key issues remain unanswered with respect to expression variability in human populations. The role of gene methylation as well as the contribution that age, sex and tissue-specific factors have on expression variability are not well understood. RESULTS: Here we used a novel method that accounts for sampling error to classify human genes based on their expression variability in normal human breast and brain tissues. We find that high expression variability is almost exclusively unimodal, indicating that variance is not the result of segregation into distinct expression states. Genes with high expression variability differ markedly between tissues and we find that genes with high population expression variability are likely to have age-, but not sex-dependent expression. Lastly, we find that methylation likely has a key role in controlling expression variability insofar as genes with low expression variability are likely to be non-methylated. CONCLUSIONS: We conclude that gene expression variability in the human population is likely to be important in tissue development and identity, methylation, and in natural biological aging. The expression variability of a gene is an important functional characteristic of the gene itself and the classification of a gene as one with Hyper-Variability or Hypo-Variability in a human population or in a specific tissue should be useful in the identification of important genes that functionally regulate development or disease. |
format | Online Article Text |
id | pubmed-6898959 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-68989592019-12-11 Human gene expression variability and its dependence on methylation and aging Bashkeel, Nasser Perkins, Theodore J. Kærn, Mads Lee, Jonathan M. BMC Genomics Research Article BACKGROUND: Phenotypic variability of human populations is partly the result of gene polymorphism and differential gene expression. As such, understanding the molecular basis for diversity requires identifying genes with both high and low population expression variance and identifying the mechanisms underlying their expression control. Key issues remain unanswered with respect to expression variability in human populations. The role of gene methylation as well as the contribution that age, sex and tissue-specific factors have on expression variability are not well understood. RESULTS: Here we used a novel method that accounts for sampling error to classify human genes based on their expression variability in normal human breast and brain tissues. We find that high expression variability is almost exclusively unimodal, indicating that variance is not the result of segregation into distinct expression states. Genes with high expression variability differ markedly between tissues and we find that genes with high population expression variability are likely to have age-, but not sex-dependent expression. Lastly, we find that methylation likely has a key role in controlling expression variability insofar as genes with low expression variability are likely to be non-methylated. CONCLUSIONS: We conclude that gene expression variability in the human population is likely to be important in tissue development and identity, methylation, and in natural biological aging. The expression variability of a gene is an important functional characteristic of the gene itself and the classification of a gene as one with Hyper-Variability or Hypo-Variability in a human population or in a specific tissue should be useful in the identification of important genes that functionally regulate development or disease. BioMed Central 2019-12-07 /pmc/articles/PMC6898959/ /pubmed/31810449 http://dx.doi.org/10.1186/s12864-019-6308-7 Text en © The Author(s). 2019 Open Access This 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 Bashkeel, Nasser Perkins, Theodore J. Kærn, Mads Lee, Jonathan M. Human gene expression variability and its dependence on methylation and aging |
title | Human gene expression variability and its dependence on methylation and aging |
title_full | Human gene expression variability and its dependence on methylation and aging |
title_fullStr | Human gene expression variability and its dependence on methylation and aging |
title_full_unstemmed | Human gene expression variability and its dependence on methylation and aging |
title_short | Human gene expression variability and its dependence on methylation and aging |
title_sort | human gene expression variability and its dependence on methylation and aging |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6898959/ https://www.ncbi.nlm.nih.gov/pubmed/31810449 http://dx.doi.org/10.1186/s12864-019-6308-7 |
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