结肠癌治疗耐药性的基因表达特征及其与瘤微环境的关系
Priscila Galvão Doria1,2, Gisele Vieira Rocha1,3, Vanessa Dybal Bertoni1,2
1Gonçalo Moniz Institute, Oswaldo Cruz Foundation (IGM- FIOCRUZ/BA), Salvador, Brazil.
Frontiers in bioinformatics
|November 14, 2025
概括
这项研究确定了一种结肠癌基因特征,与治疗耐药性和低生存率有关. 这些与神经元通路和巨细胞等免疫细胞相关的基因可能成为治疗耐药性的未来生物标志物.
科学领域:
- 在瘤学瘤学.
- 基因组学就是基因组学.
- 免疫学 免疫学 免疫学
背景情况:
- 结肠癌呈现异质性,化学疗法选择有限,转移频繁.
- 治疗耐药性是一个主要的挑战,推动疾病的进展和治疗失败.
- 瘤微环境显著影响结肠癌的进展和抵抗机制.
研究的目的:
- 为了识别结肠癌中的基因表达特征.
- 为了调查这种特征与免疫细胞透之间的关系.
- 发现结肠癌治疗耐药性的潜在生物标志物.
主要方法:
- 利用了来自癌症基因组图谱计划 (TCGA) 的RNA-seq数据.
- 使用生物信息学工具,包括LIMA,WGCNA,CIBERSORT和TIMER.
- 基于治疗耐药性和分子子组 (CMS1-4) 的分析数据.
主要成果:
- 确定了20个差异表达基因 (DEGs),其中18个与治疗耐药性和较差的存活率有关.
- 发现T CD4记忆休息细胞和M0/M2巨细胞的透增加与耐药性DEGs相关.
- 观察到DEGs与神经元分化,轴突发生和突触传递通路之间的相关性.
结论:
- 涉及突触膜基因的基因表达特征可能会影响瘤微环境.
- 这些可能与神经元路径相关的DEG可以作为未来的结肠癌生物标志物.
- M0/M2巨细胞和T CD4记忆休息细胞的相互作用可能导致治疗耐药性.
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