Department of Stem Cell Biology and Regenerative Medicine, Eli and Edythe Broad Center for Regenerative Medicine and Stem Cell Research, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA.
Division of Hematology, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA.
Nat Commun. 2021 Nov 11;12(1):6522. doi: 10.1038/s41467-021-26771-1.
Cellular heterogeneity is a major cause of treatment resistance in cancer. Despite recent advances in single-cell genomic and transcriptomic sequencing, it remains difficult to relate measured molecular profiles to the cellular activities underlying cancer. Here, we present an integrated experimental system that connects single cell gene expression to heterogeneous cancer cell growth, metastasis, and treatment response. Our system integrates single cell transcriptome profiling with DNA barcode based clonal tracking in patient-derived xenograft models. We show that leukemia cells exhibiting unique gene expression respond to different chemotherapies in distinct but consistent manners across multiple mice. In addition, we uncover a form of leukemia expansion that is spatially confined to the bone marrow of single anatomical sites and driven by cells with distinct gene expression. Our integrated experimental system can interrogate the molecular and cellular basis of the intratumoral heterogeneity underlying disease progression and treatment resistance.
细胞异质性是癌症治疗耐药的主要原因。尽管单细胞基因组和转录组测序技术最近取得了进展,但仍难以将测量的分子谱与癌症潜在的细胞活性联系起来。在这里,我们提出了一个集成的实验系统,将单细胞基因表达与基于 DNA 条码的克隆追踪联系起来,以研究异质癌细胞的生长、转移和治疗反应。我们的系统将单细胞转录组分析与患者来源的异种移植模型中的 DNA 条码克隆追踪相结合。我们发现,表现出独特基因表达的白血病细胞在多种小鼠中以不同但一致的方式对不同的化疗药物产生反应。此外,我们还发现了一种白血病扩展形式,它局限于单个解剖部位的骨髓中,并由具有不同基因表达的细胞驱动。我们的集成实验系统可以探究疾病进展和治疗耐药性的肿瘤内异质性的分子和细胞基础。