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抗食道状细胞癌的Si-Wu-Tang潜在机制:一项机器学习药理学研究
Xinbo Li1, Chenchen Zhang1, Jing Li1,2
1Graduate School of Hebei Medical University, Shijiazhuang, Hebei, China.
Medicine
|February 13, 2026
概括
西武唐 (SWT) 可能通过向多个基因和途径来治疗食道状细胞癌 (ESCC). 这项研究确定了关键的基因和分子相互作用,表明ESCC治疗中这种传统中医药的复杂治疗机制.
科学领域:
- 在瘤学瘤学.
- 药理学 药理学是指药理学的学科.
- 计算生物学 计算生物学
背景情况:
- 食道状细胞癌 (ESCC) 仍然是一个重大的全球健康挑战.
- 西武唐 (SWT) 是一种中国传统医药,具有潜在的抗癌特性.
- 了解ESCC中SWT的分子机制对于其治疗发展至关重要.
研究的目的:
- 阐明Si-Wu-Tang (SWT) 对食道状细胞癌 (ESCC) 的潜在机制.
- 确定关键的分子点和途径,参与SWT对ESCC的治疗作用.
- 探索SWT活性化合物与已识别的治疗点之间的相互作用.
主要方法:
- 生物信息分析包括GeneCards数据库查询,差异基因表达分析和ESCC数据集的权重基因相关网络分析 (WGCNA).
- 基因本体学 (GO) 和基因和基因组的京都百科全书 (KEGG) 路径丰富分析.
- 机器学习用于枢纽基因识别,其次是基因组丰富分析 (GSEA),免疫透分析和分子对接.
主要成果:
- 确定了18个活性分子和96个相关的SWT标,以及3649个ESCC疾病标.
- 发现了51个SWT和ESCC之间的交叉基因,确定了3个枢纽基因:CDK1,NCOA1和CHRM3.
- 瘤免疫微环境的调节潜力,以及与点点的分子亲和力,表明多点和多机制的治疗作用.
结论:
- 通过多个目标和生物途径的复杂相互作用,SWT可以对ESCC产生治疗效果.
- 已确定的枢纽基因 (CDK1,NCOA1,CHRM3) 是SWT在ESCC中的作用的潜在关键调解者.
- 这项研究为进一步调查SWT作为ESCC的潜在治疗剂提供了基础.
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