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年龄、吸烟、性别和种族对肺转录组定性特征的影响。

The Effects of Age, Cigarette Smoking, Sex, and Race on the Qualitative Characteristics of Lung Transcriptome.

机构信息

Co-construction Collaborative Innovation Center for Chinese Medicine and Respiratory Diseases by Henan & Education Ministry of P.R. China, Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou 450046, China.

Key Laboratory of Medical Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou 350001, China.

出版信息

Biomed Res Int. 2020 Aug 4;2020:6418460. doi: 10.1155/2020/6418460. eCollection 2020.

Abstract

The within-sample relative expression orderings (REOs) of genes, which are stable qualitative transcriptional characteristics, can provide abundant information for a disease. Methods based on REO comparisons have been proposed for identifying differentially expressed genes (DEGs) at the individual level and for detecting disease-associated genes based on one-phenotype disease data by reusing data of normal samples from other sources. Here, we evaluated the effects of common potential confounding factors, including age, cigarette smoking, sex, and race, on the REOs of gene pairs within normal lung tissues transcriptome. Our results showed that age has little effect on REOs within lung tissues. We found that about 0.23% of the significantly stable REOs of gene pairs in nonsmokers' lung tissues are reversed in smokers' lung tissues, introduced by 344 DEGs between the two groups of samples (RankCompV2, FDR <0.05), which are enriched in metabolism of xenobiotics by cytochrome P450, glutathione metabolism, and other pathways (hypergeometric test, FDR <0.05). Comparison between the normal lung tissue samples of males and females revealed fewer reversal REOs introduced by 24 DEGs between the sex groups, among which 19 DEGs are located on sex chromosomes and 5 DEGs involving in spermatogenesis and regulation of oocyte are located on autosomes. Between the normal lung tissue samples of white and black people, we identified 22 DEGs (RankCompV2, FDR <0.05) which introduced a few reversal REOs between the two races. In summary, the REO-based study should take into account the confounding factors of cigarette smoking, sex, and race.

摘要

基因内样本相对表达顺序(REO)是稳定的定性转录特征,可以为疾病提供丰富的信息。基于 REO 比较的方法已经被提出用于在个体水平上识别差异表达基因(DEG),并基于一表型疾病数据通过重新使用来自其他来源的正常样本数据来检测与疾病相关的基因。在这里,我们评估了常见潜在混杂因素(包括年龄、吸烟、性别和种族)对正常肺组织转录组内基因对 REO 的影响。我们的结果表明,年龄对肺组织内的 REO 影响不大。我们发现,在非吸烟者的肺组织中,约有 0.23%的基因对显著稳定的 REO 在吸烟者的肺组织中发生逆转,这是由两组样本之间的 344 个 DEG 引起的(RankCompV2, FDR<0.05),这些 DEG 富集在细胞色素 P450 代谢、谷胱甘肽代谢和其他途径(超几何检验, FDR<0.05)。对男性和女性正常肺组织样本的比较显示,由两组之间的 24 个 DEG 引起的逆转 REO 较少,其中 19 个 DEG 位于性染色体上,5 个 DEG 涉及精子发生和卵母细胞调节,位于常染色体上。在白人和黑人的正常肺组织样本之间,我们鉴定了 22 个 DEG(RankCompV2, FDR<0.05),这些 DEG 在两个种族之间引起了一些逆转的 REO。总之,基于 REO 的研究应考虑吸烟、性别和种族等混杂因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1d1/7424369/d73d742d5b97/BMRI2020-6418460.001.jpg

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