Human gene expression variability and its dependence on methylation and aging

被引:16
|
作者
Bashkeel, Nasser [1 ]
Perkins, Theodore [2 ]
Kaern, Mads [3 ]
Lee, Jonathan [1 ]
机构
[1] Univ Ottawa, Dept Biochem Microbiol & Immunol, 451 Smyth Rd, Ottawa, ON K1H 8M5, Canada
[2] Ottawa Hosp Res Inst, 501 Smyth Rd, Ottawa, ON K1H 8L6, Canada
[3] Univ Ottawa, Dept Cellular & Mol Med, 451 Smyth Rd, Ottawa, ON K1H 8M5, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Expression variability; Tissue specificity; Essentiality; Methylation; Aging; DNA METHYLATION; R-PACKAGE; IMMUNE; MOUSE; NEUROGENESIS; PLASTICITY; NOISE; AGE;
D O I
10.1186/s12864-019-6308-7
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
BackgroundPhenotypic 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.ResultsHere 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.ConclusionsWe 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.
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页数:19
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