Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA; Massachusetts General Hospital (MGH) Cancer Center, Harvard Medical School (HMS), Boston, MA, USA.
Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Cell. 2021 Sep 2;184(18):4734-4752.e20. doi: 10.1016/j.cell.2021.08.003. Epub 2021 Aug 26.
Immune responses to cancer are highly variable, with mismatch repair-deficient (MMRd) tumors exhibiting more anti-tumor immunity than mismatch repair-proficient (MMRp) tumors. To understand the rules governing these varied responses, we transcriptionally profiled 371,223 cells from colorectal tumors and adjacent normal tissues of 28 MMRp and 34 MMRd individuals. Analysis of 88 cell subsets and their 204 associated gene expression programs revealed extensive transcriptional and spatial remodeling across tumors. To discover hubs of interacting malignant and immune cells, we identified expression programs in different cell types that co-varied across tumors from affected individuals and used spatial profiling to localize coordinated programs. We discovered a myeloid cell-attracting hub at the tumor-luminal interface associated with tissue damage and an MMRd-enriched immune hub within the tumor, with activated T cells together with malignant and myeloid cells expressing T cell-attracting chemokines. By identifying interacting cellular programs, we reveal the logic underlying spatially organized immune-malignant cell networks.
肿瘤的免疫反应具有高度可变性,错配修复缺陷(MMRd)肿瘤比错配修复功能正常(MMRp)肿瘤表现出更强的抗肿瘤免疫反应。为了理解这些不同反应的规律,我们对 28 名 MMRp 和 34 名 MMRd 个体的结直肠肿瘤及其相邻正常组织中的 371223 个细胞进行了转录谱分析。对 88 个细胞亚群及其 204 个相关基因表达程序的分析揭示了肿瘤之间广泛的转录和空间重塑。为了发现相互作用的恶性和免疫细胞的枢纽,我们鉴定了不同细胞类型中在受影响个体的肿瘤中共同变化的表达程序,并使用空间分析来定位协调的程序。我们在肿瘤腔面发现了一个与组织损伤相关的吸引髓样细胞的枢纽,以及肿瘤内富含 MMRd 的免疫枢纽,其中激活的 T 细胞与恶性和髓样细胞一起表达吸引 T 细胞的趋化因子。通过鉴定相互作用的细胞程序,我们揭示了空间组织的免疫-恶性细胞网络背后的逻辑。