基因调控网络揭示肺腺癌的性别差异

IF 4.9 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM
Enakshi Saha, Marouen Ben Guebila, Viola Fanfani, Jonas Fischer, Katherine H Shutta, Panagiotis Mandros, Dawn L DeMeo, John Quackenbush, Camila M Lopes-Ramos
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引用次数: 0

摘要

背景:据观察,肺腺癌(LUAD)在发病率、预后和对治疗的反应方面存在显著的性别差异。然而,造成这些差异的分子机制尚未得到广泛研究:方法:采用样本特异性基因调控网络方法分析基因型组织表达项目(GTEx)非癌人类肺部样本和癌症基因组图谱(TCGA)肺腺癌原发肿瘤样本的RNA测序数据;结果在独立数据上得到验证:结果:我们发现,在健康肺组织和肿瘤中,与细胞增殖、免疫反应和药物代谢等关键生物通路相关的基因在男性和女性之间存在调控差异,而吸烟会进一步扰乱这些调控差异。我们还发现,临床上可发挥作用的癌基因和肿瘤抑制基因(包括 AKT2 和 KRAS)的转录因子靶向模式存在明显的性别差异。利用健康样本和肿瘤样本之间的差异调控基因,结合药物再利用工具,我们发现了几种可能具有性别偏倚疗效的小分子药物,并利用独立的细胞系数据库进一步验证了这一观察结果:这些发现强调了在制定疾病预防和管理策略时将性别作为生物变量并考虑基因调控过程的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Gene regulatory networks reveal sex difference in lung adenocarcinoma.

Background: Lung adenocarcinoma (LUAD) has been observed to have significant sex differences in incidence, prognosis, and response to therapy. However, the molecular mechanisms responsible for these disparities have not been investigated extensively.

Methods: Sample-specific gene regulatory network methods were used to analyze RNA sequencing data from non-cancerous human lung samples from The Genotype Tissue Expression Project (GTEx) and lung adenocarcinoma primary tumor samples from The Cancer Genome Atlas (TCGA); results were validated on independent data.

Results: We found that genes associated with key biological pathways including cell proliferation, immune response and drug metabolism are differentially regulated between males and females in both healthy lung tissue and tumor, and that these regulatory differences are further perturbed by tobacco smoking. We also discovered significant sex bias in transcription factor targeting patterns of clinically actionable oncogenes and tumor suppressor genes, including AKT2 and KRAS. Using differentially regulated genes between healthy and tumor samples in conjunction with a drug repurposing tool, we identified several small-molecule drugs that might have sex-biased efficacy as cancer therapeutics and further validated this observation using an independent cell line database.

Conclusions: These findings underscore the importance of including sex as a biological variable and considering gene regulatory processes in developing strategies for disease prevention and management.

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来源期刊
Biology of Sex Differences
Biology of Sex Differences ENDOCRINOLOGY & METABOLISM-GENETICS & HEREDITY
CiteScore
12.10
自引率
1.30%
发文量
69
审稿时长
14 weeks
期刊介绍: Biology of Sex Differences is a unique scientific journal focusing on sex differences in physiology, behavior, and disease from molecular to phenotypic levels, incorporating both basic and clinical research. The journal aims to enhance understanding of basic principles and facilitate the development of therapeutic and diagnostic tools specific to sex differences. As an open-access journal, it is the official publication of the Organization for the Study of Sex Differences and co-published by the Society for Women's Health Research. Topical areas include, but are not limited to sex differences in: genomics; the microbiome; epigenetics; molecular and cell biology; tissue biology; physiology; interaction of tissue systems, in any system including adipose, behavioral, cardiovascular, immune, muscular, neural, renal, and skeletal; clinical studies bearing on sex differences in disease or response to therapy.
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