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.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] PAQR3 gene expression and its methylation level in colorectal cancer tissues
    Li, Ri-Heng
    Zhang, Ai-Min
    Li, Shuang
    Li, Tian-Yang
    Wang, Lian-Jing
    Zhang, Hao-Ran
    Shi, Jian-Wei
    Liu, Xiao-Rui
    Chen, Yuan
    Chen, Ya-Chao
    Wei, Teng-Yao
    Gao, Ying
    Li, Wei
    Tang, Hong-Ying
    Tang, Mei-Yu
    ONCOLOGY LETTERS, 2016, 12 (03) : 1773 - 1778
  • [22] The influence of aging on the methylation status of brain-derived neurotrophic factor gene in blood
    Ihara, Kazushige
    Fuchikami, Manabu
    Hashizume, Masahiro
    Okada, Satoshi
    Kawai, Hisashi
    Obuchi, Shuichi
    Hirano, Hirohiko
    Fujiwara, Yoshinori
    Hachisu, Mitsugu
    Hongyong, Kim
    Morinobu, Shigeru
    INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY, 2018, 33 (10) : 1312 - 1318
  • [23] Evolutionary and Experimental Loss of Gene Body Methylation and Its Consequence to Gene Expression
    Bewick, Adam J.
    Zhang, Yinwen
    Wendte, Jered M.
    Zhang, Xiaoyu
    Schmitz, Robert J.
    G3-GENES GENOMES GENETICS, 2019, 9 (08): : 2441 - 2445
  • [24] Methylation and expression of the lactoferrin gene in human tissues and cancer cells
    Christina Teng
    Wesley Gladwell
    Ibrahim Raphiou
    Eric Liu
    Biometals, 2004, 17 : 317 - 323
  • [25] Methylation and expression of the lactoferrin gene in human tissues and cancer cells
    Teng, C
    Gladwell, W
    Raphiou, I
    Liu, E
    BIOMETALS, 2004, 17 (03) : 317 - 323
  • [26] Circadian Changes of DNA Methylation and Gene Expression in Human Blood
    Liu, Chunyu
    Tang, Jinsong
    Tang, Haiyan
    Chen, Hua Yun
    Chen, Chao
    Hu, Yiqiao
    Chen, Xiaogang
    NEUROPSYCHOPHARMACOLOGY, 2014, 39 : S408 - S409
  • [27] Methylation differences and expression profiles of the caprine DIO3 gene
    Zhang, H.
    Jin, P. F.
    Niu, L. L.
    Li, L.
    Wang, L. J.
    Chen, Y.
    Zhang, G. J.
    Zhang, H. P.
    Zhong, T.
    GENETICS AND MOLECULAR RESEARCH, 2016, 15 (03)
  • [28] Decreased ovarian function and autophagy gene methylation in aging rats
    Li, Qiuyuan
    Cai, Minghui
    Wang, Jiao
    Gao, Qiang
    Guo, Xiaocheng
    Jia, Xiaotong
    Xu, Shanshan
    Zhu, Hui
    JOURNAL OF OVARIAN RESEARCH, 2020, 13 (01)
  • [29] A modulatory role of CG methylation on gene expression in soybean implicates its potential utility in breeding
    Wang, Ying
    Xun, Hongwei
    Lv, Jiameng
    Ju, Wanting
    Jiang, Yuhui
    Wang, Meng
    Guo, Ruihong
    Zhang, Mengru
    Ding, Xiaoyang
    Liu, Bao
    Xu, Chunming
    PLANT BIOTECHNOLOGY JOURNAL, 2025,
  • [30] Parallel shift of DNA methylation and gene expression toward the mean in mouse spleen with aging
    Jeong, Sangkyun
    Cho, Sunwha
    Yang, Seung Kyoung
    Oh, Soo A.
    Kang, Yong-Kook
    AGING-US, 2023, 15 (14): : 6690 - 6709