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通过GoT-Multi对体进化中的克隆和转录异质性进行联合映射
Minwoo Pak1, Mirca S Saurty-Seerunghen1, Kellie Wise2
1Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10065, USA.
Cell genomics
|October 11, 2025
概括
对多个标和样本类型 (GoT-Multi) 的转录基因组定型揭示了癌细胞基因型如何驱动治疗耐药性. 这种单细胞多组学方法将基因突变与不同的细胞状态联系起来,揭示了融合抵抗机制.
科学领域:
- 癌症生物学 癌症生物学
- 基因组学就是基因组学.
- 分子瘤学分子瘤学
背景情况:
- 身体进化导致克隆异质性,推动癌症的进展和治疗耐药性.
- 了解克隆结构和转录状态对于破译癌症复杂性至关重要.
研究的目的:
- 开发一种高通量单细胞多组学方法,用于共同检测体型基因型和转录组.
- 重建克隆架构并将其与治疗耐药癌症中的转录程序联系起来.
主要方法:
- 对多个目标和样本类型 (GoT-Multi) 的转录组基因型的开发.
- GoT-Multi应用于甲固化嵌 (FFPE) 和冷样品.
- 使用基于集群的机器学习管道进行基因型优化.
主要成果:
- GoT-Multi成功地解构了复杂的克隆架构,并将基因型与转录状态联系起来.
- 对里希特转换样本的分析揭示了多达27个突变的异质癌细胞状态.
- 不同的亚克隆,包括具有耐治疗突变的亚克隆,汇聚在炎症或增殖/MYC转录程序上.
结论:
- GoT-Multi是一个强大的工具,用于剖析克隆异质及其功能后果.
- 由不同的基因型驱动的融合转录状态可以调解癌症的治疗耐药性.
- 这种方法为癌症进展和治疗失败背后的分子机制提供了新的见解.
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