Department of Immunology, Weizmann Institute of Science, Rehovot, Israel.
Nat Med. 2020 Feb;26(2):171-177. doi: 10.1038/s41591-019-0736-4. Epub 2020 Feb 3.
Recent progress in single-cell genomics urges its application in drug development, particularly of cancer immunotherapies. Current immunotherapy pipelines are focused on functional outcome and simple cellular and molecular readouts. A thorough mechanistic understanding of the cells and pathways targeted by immunotherapy agents is lacking, which limits the success rate of clinical trials. A large leap forward can be made if the immunotherapy target cells and pathways are characterized at high resolution before and after treatment, in clinical cohorts and model systems. This will enable rapid development of effective immunotherapies and data-driven design of synergistic drug combinations. In this Perspective, we discuss how emerging single-cell genomic technologies can serve as an engine for target identification and drug development.
单细胞基因组学的最新进展促使其在药物开发中的应用,尤其是癌症免疫疗法。目前的免疫疗法管道专注于功能结果和简单的细胞和分子读出。对免疫治疗药物靶向的细胞和途径的深入机制理解是缺乏的,这限制了临床试验的成功率。如果在临床队列和模型系统中,在治疗前后对免疫治疗靶细胞和途径进行高分辨率的特征描述,就可以取得很大的进展。这将使有效的免疫疗法的快速发展和数据驱动的协同药物组合设计成为可能。在本观点中,我们讨论了新兴的单细胞基因组学技术如何成为目标识别和药物开发的引擎。