Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, 310009, Hangzhou, China.
Key Laboratory of Reproductive and Genetics, Ministry of Education, Women's Hospital, Zhejiang University School of Medicine, Zhejiang, 310006, Hangzhou, China.
Cell Commun Signal. 2019 Jul 22;17(1):79. doi: 10.1186/s12964-019-0397-4.
Patients with microsatellite instability-high (MSI-H) colorectal cancer (CRC) generally have a better prognosis than patients with microsatellite stable (MSS) CRC. However, some MSI-H CRC patients do not gain overall survival benefits from immune checkpoint-blockade treatment. In other words, heterogeneity within the subgroup of MSI-H tumors remains poorly understood. Thus, an in-depth molecular characterization of MSI-H tumors is urgently required.
Here, we use nonnegative matrix factorization (NMF)-based consensus clustering to define CRC MSI-H subtypes in The Cancer Genome Atlas and a French multicenter cohort GSE39582. CIBERSORT was used to calculate the proportions of 22 lymphocytes in tumor tissue in MSI-H subtypes.
MSI-H CRC samples basically clustered into two subgroups (MSI-H1 and MSI-H2). MSI-H1 was characterized by a lower BRAF mutational status, higher frequency of chromosomal instability, global hypomethylation, and worse survival than MSI-H2. Further examination of the immune landscape showed that macrophages of the M2 phenotype were enriched in MSI-H1, which may be associated with poor prognosis in this subgroup.
Our results illustrate the genetic heterogeneity in MSI-H CRCs and macrophages may serve as good targets for anticancer therapy in MSI-H1.
微卫星不稳定性高(MSI-H)结直肠癌(CRC)患者的总体预后通常优于微卫星稳定(MSS)CRC 患者。然而,一些 MSI-H CRC 患者并未从免疫检查点阻断治疗中获得总体生存获益。换句话说,MSI-H 肿瘤亚组内的异质性仍知之甚少。因此,迫切需要对 MSI-H 肿瘤进行深入的分子特征分析。
在这里,我们使用基于非负矩阵分解(NMF)的共识聚类在 The Cancer Genome Atlas 和法国多中心队列 GSE39582 中定义 CRC MSI-H 亚型。使用 CIBERSORT 计算 MSI-H 亚型肿瘤组织中 22 种淋巴细胞的比例。
MSI-H CRC 样本基本分为两个亚组(MSI-H1 和 MSI-H2)。MSI-H1 的 BRAF 突变状态较低,染色体不稳定性频率较高,全局低甲基化,总生存较差。对免疫景观的进一步检查表明,MSI-H1 中富含 M2 表型的巨噬细胞,这可能与该亚组的不良预后相关。
我们的结果说明了 MSI-H CRC 中的遗传异质性,并且巨噬细胞可能是 MSI-H1 中抗癌治疗的良好靶点。