一个多原子单细胞景观揭示了AML的转录和表观遗传调节特征
Xue-Ping Li1,2, Yan Gao2,3, Bai-Tian Zhao2,3
1Department of Hematologic Oncology, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China.
Journal of translational medicine
|July 24, 2025
概括
这项研究整合了单细胞转录组学和染色质可访问性,以揭示急性髓性白血病 (AML) 的异质性. 它确定了关键的转录因子和T细胞子集,开发了一个预后特征,以改善AML的风险分层.
科学领域:
- 血液学 血液学 血液学
- 基因组学就是基因组学.
- 表观遗传学 在表观遗传学中,表观遗传学是指表观遗传学.
背景情况:
- 急性髓性白血病 (AML) 呈现出显著的细胞异质性,使治疗策略复杂化.
- 转位是AML的常见亚型,需要对其分子基础有更深入的了解.
研究的目的:
- 将单细胞转录组和染色质可访问性数据集成到t(8;21) AML.
- 阐明推动这种AML亚型的细胞异质性和基因调节程序.
- 识别潜在的治疗点和预后标志物.
主要方法:
- 在患者样本上进行了配对单细胞RNA测序 (scRNA-seq) 和单细胞ATAC测序.
- 在三个独立的AML队列中提取和验证了基因签名.
- 使用机器学习整合多个OMC配置文件.
主要成果:
- TCF12被确定为爆细胞中的关键转录因子,与抑制的染色质状态相关.
- 两种不同的T细胞子集被划分出来,包括一个具有药物耐药性潜力的扩大细胞毒性人群.
- 发现了一种新的白血病CMP类集群和具有AML结果预测价值的9基因预后特征.
结论:
- 这项多学科研究为AML的转录和表观遗传情景提供了新的见解.
- 这些发现为了解AML异质性提供了基础.
- 开发了一种潜在的可操作工具,用于AML患者的临床风险分层.
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