人类光衰老皮肤中的关键基因使用权重基因共同表达网络分析来确定
Jie Zhao1, Xun Zhang1, Dafu Zhang2
1Department of dermatology, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
Genomics
|July 16, 2023
概括
皮肤光衰老涉及分子变化,其中KLHL41,MYBPC2和ERAP2被确定为关键基因. 这些基因可能调节细胞生长和粘附,为光衰老提供了一个预测模型.
科学领域:
- 皮肤病学 皮肤病学
- 分子生物学分子生物学
- 基因组学就是基因组学.
背景情况:
- 皮肤光衰老,与内在衰老不同,增加了瘤风险.
- 了解光衰老的分子机制对于有针对性的干预至关重要.
研究的目的:
- 阐明皮肤光衰的基础的转录基因调节机制.
- 为了确定关键的基因和涉及紫外线引起的皮肤损伤的途径.
主要方法:
- 来自阳光照射和非照射部位的皮肤样本的总RNA测序.
- 权重基因共同表达网络分析 (WGCNA) 以确定相关的基因模块.
- 机器学习算法 (SVM-RFE,LASSO) 和基因丰富分析用于确定关键基因.
- 竞争性内源RNA (ceRNA) 网络的构建和验证.
主要成果:
- 在光衰老皮肤中,有430个mRNAs,168个lncRNAs和136个miRNAs的显著差异表达.
- WGCNA确定了一个关键模块 (MEthistle) 和12个相交的基因.
- 确定了KLHL41,MYBPC2和ERAP2作为与光衰老相关的关键基因.
- 丰富分析揭示了Hippo信号通路,基底细胞癌和细胞粘附分子的参与.
- 一个涉及六个miRNA和18个lncRNA的ceRNA网络被构建和验证.
- 蛋白质水平验证证实了KLHL41,MYBPC2和ERAP2.2的差异表达.
结论:
- KLHL41,MYBPC2和ERAP2与皮肤光衰老有显著的关联.
- 这些基因可能通过影响细胞生长,细胞间粘附和新陈代谢在光衰老中发挥作用.
- 一个基于这三个基因的预测模型显示了显示光衰老状态的潜力.
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