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绘制瘤免疫格局:癌症免疫治疗中的单细胞RNA测序

Yingying Huang¹, Mao Zhang², Qiang Gao³

¹Center for Tumor Diagnosis & Therapy, Jinshan Hospital, Fudan University, Shanghai, 201508, China.

|September 1, 2025

概括

单细胞RNA测序 (scRNA-seq) 解读了组织复杂性和瘤免疫微环境 (TIME). 本综述详细介绍了用于癌症研究和精确诊断的scRNA-seq分析方法.

科学领域:

癌症学
免疫学
基因组学

背景情况:

单细胞RNA测序 (scRNA-seq) 正在彻底改变疾病组织的研究.
它揭示了细胞异质性,免疫细胞状态以及瘤免疫微环境 (TIME) 内的相互作用.

研究的目的:

对TIME研究的scRNA-seq分析工作流进行系统审查.
概述scRNA-seq数据处理中的最佳实践.
探索转化瘤学的新兴应用和挑战.

主要方法:

对scRNA-seq在癌症研究中的应用进行系统的文献审查.
对scRNA-seq数据解释的计算工具和分析方法的分析.
讨论数据处理和分析的最佳实践.

主要成果:

scRNA-seq提供了对瘤内异质性和免疫细胞动态的深入洞察.
这项技术对于了解瘤发育,免疫调节和耐药性至关重要.
在scRNA-seq的进步推动了精确诊断的发展.

结论:

scRNA-seq是剖析TIME并推动癌症研究的强大工具.
标准化分析工作流程和最佳实践对于强大的scRNA-seq数据解释至关重要.
持续开发计算方法将提高scRNA-seq在瘤学的临床效用.

关键词:

免疫疗法瘤免疫微环境 scRNA-seq 在 scRNA-seq分析方法

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Tumor Immunotherapy

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Immunotherapy is a treatment that boosts or manipulates the immune system to fight diseases, including cancer. For instance, by stimulating an immune response through vaccinations against viruses that cause cancers, like hepatitis B virus and human papillomavirus, these diseases can be prevented. Nonetheless, some cancer cells can avoid the immune system due to their rapid mutation and division. The immune response to many cancers involves three phases: elimination, equilibrium, and escape.