Human Gene Expression Variability and Its Dependence on Methylation and Aging

The phenotypic variability in human populations is partly the result of gene polymorphisms and differential gene expression. Studying the variability of gene expression across human populations is essential to understanding the molecular basis for diversity. However, key issues remain unanswered wit...

Full description

Bibliographic Details
Main Author: Bashkeel, Nasser
Other Authors: Lee, Jonathan
Format: Others
Language:en
Published: Université d'Ottawa / University of Ottawa 2019
Subjects:
Online Access:http://hdl.handle.net/10393/38988
http://dx.doi.org/10.20381/ruor-23238
id ndltd-uottawa.ca-oai-ruor.uottawa.ca-10393-38988
record_format oai_dc
spelling ndltd-uottawa.ca-oai-ruor.uottawa.ca-10393-389882019-03-29T02:22:39Z Human Gene Expression Variability and Its Dependence on Methylation and Aging Bashkeel, Nasser Lee, Jonathan Expression Variability Tissue Specificity Essentiality Methylation Aging The phenotypic variability in human populations is partly the result of gene polymorphisms and differential gene expression. Studying the variability of gene expression across human populations is essential to understanding the molecular basis for diversity. However, key issues remain unanswered with respect to human expression variability. For example, the role of gene methylation in expression variability is uncertain, nor is it clear what role tissue-specific factors may have. Moreover, the contribution that expression variability has in aging and development is unknown. Here we classified human genes based on their expression variability in normal human breast and brain samples and identified functional aspects associated with high and low expression variability. Interestingly, both high variability and low variability gene sets are enriched for developmentally essential genes. There is limited overlap between the variably expressed genes of different tissues, indicating that tissue-specific rather than individual-specific factors are at work. We also 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. Importantly, we find that genes with high population expression variability are likely to have age-, but not sex-dependent expression. Taken together, our work indicates that gene expression variability is tissue-specific, methylation-dependent, and is an important component of the natural aging process. 2019-03-27T20:29:46Z 2019-03-27T20:29:46Z 2019-03-27 Thesis http://hdl.handle.net/10393/38988 http://dx.doi.org/10.20381/ruor-23238 en application/pdf Université d'Ottawa / University of Ottawa
collection NDLTD
language en
format Others
sources NDLTD
topic Expression Variability
Tissue Specificity
Essentiality
Methylation
Aging
spellingShingle Expression Variability
Tissue Specificity
Essentiality
Methylation
Aging
Bashkeel, Nasser
Human Gene Expression Variability and Its Dependence on Methylation and Aging
description The phenotypic variability in human populations is partly the result of gene polymorphisms and differential gene expression. Studying the variability of gene expression across human populations is essential to understanding the molecular basis for diversity. However, key issues remain unanswered with respect to human expression variability. For example, the role of gene methylation in expression variability is uncertain, nor is it clear what role tissue-specific factors may have. Moreover, the contribution that expression variability has in aging and development is unknown. Here we classified human genes based on their expression variability in normal human breast and brain samples and identified functional aspects associated with high and low expression variability. Interestingly, both high variability and low variability gene sets are enriched for developmentally essential genes. There is limited overlap between the variably expressed genes of different tissues, indicating that tissue-specific rather than individual-specific factors are at work. We also 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. Importantly, we find that genes with high population expression variability are likely to have age-, but not sex-dependent expression. Taken together, our work indicates that gene expression variability is tissue-specific, methylation-dependent, and is an important component of the natural aging process.
author2 Lee, Jonathan
author_facet Lee, Jonathan
Bashkeel, Nasser
author Bashkeel, Nasser
author_sort Bashkeel, Nasser
title 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_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_sort human gene expression variability and its dependence on methylation and aging
publisher Université d'Ottawa / University of Ottawa
publishDate 2019
url http://hdl.handle.net/10393/38988
http://dx.doi.org/10.20381/ruor-23238
work_keys_str_mv AT bashkeelnasser humangeneexpressionvariabilityanditsdependenceonmethylationandaging
_version_ 1719008436905050112