SexAnnoDB,一个从人类癌症多组学数据中获取性别特异性调控的知识库。

IF 4.9 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM
Mengyuan Yang, Yuzhou Feng, Jiajia Liu, Hong Wang, Sijia Wu, Weiling Zhao, Pora Kim, Xiaobo Zhou
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引用次数: 0

摘要

背景:分子水平上的性别差异对癌症生物学和治疗效果有着深远的影响。患者的性别对药物反应有很大影响,男性和女性对相同药物的反应也不尽相同。尽管有关于人体组织性别差异的数据库,但对癌症中性别差异规律的了解仍然有限。这些资源缺乏对性别差异分子的详细机理研究:在这项研究中,我们对 27 种癌症类型的分子差异和调控网络进行了全面检查,深入研究了性别效应。我们的分析涵盖了性别偏向竞争性内源 RNA 网络、涉及性别偏向 RNA 结合蛋白-外显子跳转事件的调控网络、性别偏向转录因子-基因调控网络,以及性别偏向表达定量性状位点、性别偏向表达定量性状甲基化、性别偏向剪接定量性状位点和性别偏向癌症治疗药物靶基因的鉴定。这些分析的所有结果均可在 SexAnnoDB ( https://ccsm.uth.edu/SexAnnoDB/ ) 上查阅。结果:结果:通过这些分析,我们确定了 126 个与性别相关的癌症治疗靶基因。结果:通过分析,我们确定了 126 个癌症治疗靶标性别相关基因,其中有 9 个基因在 mRNA 和蛋白质水平上都表现出性别偏见。具体来说,S100A9是5种药物的靶点,其中钙已被FDA批准用于结肠癌和直肠癌的治疗。转录因子(TF)-基因调控网络分析表明,SARC男性组中有四个TF以S100A9为靶点,并上调了这些患者体内S100A9的表达。只有 KIRP 女性患者的启动子区甲基化状态与 S100A9 的表达有关。高甲基化抑制了S100A9的表达,是这些女性患者中S100A9表达下调的原因:综合网络和关联分析表明,转录组水平的性别差异部分是相应的性别表观遗传和基因分子作用的结果。总之,SexAnnoDB 提供了一个学科特异性搜索平台,有可能帮助基础实验研究人员或医生制定个性化治疗方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SexAnnoDB, a knowledgebase of sex-specific regulations from multi-omics data of human cancers.

Background: Sexual differences across molecular levels profoundly impact cancer biology and outcomes. Patient gender significantly influences drug responses, with divergent reactions between men and women to the same drugs. Despite databases on sex differences in human tissues, understanding regulations of sex disparities in cancer is limited. These resources lack detailed mechanistic studies on sex-biased molecules.

Methods: In this study, we conducted a comprehensive examination of molecular distinctions and regulatory networks across 27 cancer types, delving into sex-biased effects. Our analyses encompassed sex-biased competitive endogenous RNA networks, regulatory networks involving sex-biased RNA binding protein-exon skipping events, sex-biased transcription factor-gene regulatory networks, as well as sex-biased expression quantitative trait loci, sex-biased expression quantitative trait methylation, sex-biased splicing quantitative trait loci, and the identification of sex-biased cancer therapeutic drug target genes. All findings from these analyses are accessible on SexAnnoDB ( https://ccsm.uth.edu/SexAnnoDB/ ).

Results: From these analyses, we defined 126 cancer therapeutic target sex-associated genes. Among them, 9 genes showed sex-biased at both the mRNA and protein levels. Specifically, S100A9 was the target of five drugs, of which calcium has been approved by the FDA for the treatment of colon and rectal cancers. Transcription factor (TF)-gene regulatory network analysis suggested that four TFs in the SARC male group targeted S100A9 and upregulated the expression of S100A9 in these patients. Promoter region methylation status was only associated with S100A9 expression in KIRP female patients. Hypermethylation inhibited S100A9 expression and was responsible for the downregulation of S100A9 in these female patients.

Conclusions: Comprehensive network and association analyses indicated that the sex differences at the transcriptome level were partially the result of corresponding sex-biased epigenetic and genetic molecules. Overall, SexAnnoDB offers a discipline-specific search platform that could potentially assist basic experimental researchers or physicians in developing personalized treatment plans.

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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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