Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California.
Department of Statistics and Data Science, The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania.
Clin Cancer Res. 2023 Jan 4;29(1):244-260. doi: 10.1158/1078-0432.CCR-22-2041.
The liver is the most frequent metastatic site for colorectal cancer. Its microenvironment is modified to provide a niche that is conducive for colorectal cancer cell growth. This study focused on characterizing the cellular changes in the metastatic colorectal cancer (mCRC) liver tumor microenvironment (TME).
We analyzed a series of microsatellite stable (MSS) mCRCs to the liver, paired normal liver tissue, and peripheral blood mononuclear cells using single-cell RNA sequencing (scRNA-seq). We validated our findings using multiplexed spatial imaging and bulk gene expression with cell deconvolution.
We identified TME-specific SPP1-expressing macrophages with altered metabolism features, foam cell characteristics, and increased activity in extracellular matrix (ECM) organization. SPP1+ macrophages and fibroblasts expressed complementary ligand-receptor pairs with the potential to mutually influence their gene-expression programs. TME lacked dysfunctional CD8 T cells and contained regulatory T cells, indicative of immunosuppression. Spatial imaging validated these cell states in the TME. Moreover, TME macrophages and fibroblasts had close spatial proximity, which is a requirement for intercellular communication and networking. In an independent cohort of mCRCs in the liver, we confirmed the presence of SPP1+ macrophages and fibroblasts using gene-expression data. An increased proportion of TME fibroblasts was associated with the worst prognosis in these patients.
We demonstrated that mCRC in the liver is characterized by transcriptional alterations of macrophages in the TME. Intercellular networking between macrophages and fibroblasts supports colorectal cancer growth in the immunosuppressed metastatic niche in the liver. These features can be used to target immune-checkpoint-resistant MSS tumors.
肝脏是结直肠癌最常见的转移部位。其微环境发生改变,为结直肠癌细胞的生长提供了适宜的环境。本研究旨在研究转移性结直肠癌(mCRC)肝脏肿瘤微环境(TME)中细胞的变化。
我们使用单细胞 RNA 测序(scRNA-seq)分析了一系列结直肠癌肝转移、配对正常肝组织和外周血单核细胞。我们使用多重空间成像和细胞去卷积的批量基因表达验证了我们的发现。
我们鉴定了 TME 特异性表达 SPP1 的巨噬细胞,其具有改变的代谢特征、泡沫细胞特征和细胞外基质(ECM)组织中活性增加。SPP1+巨噬细胞和成纤维细胞表达互补的配体-受体对,具有相互影响其基因表达程序的潜力。TME 缺乏功能失调的 CD8 T 细胞,并且含有调节性 T 细胞,表明存在免疫抑制。空间成像验证了这些细胞状态在 TME 中的存在。此外,TME 中的巨噬细胞和成纤维细胞具有紧密的空间接近性,这是细胞间通信和网络的要求。在另一组独立的结直肠癌肝转移患者中,我们使用基因表达数据证实了 SPP1+巨噬细胞和成纤维细胞的存在。TME 中成纤维细胞的比例增加与这些患者的最差预后相关。
我们证明了肝脏中的 mCRC 具有 TME 中巨噬细胞转录改变的特征。巨噬细胞和成纤维细胞之间的细胞间网络支持结直肠癌在肝脏免疫抑制性转移部位的生长。这些特征可用于靶向免疫检查点耐药 MSS 肿瘤。