Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Surgery, Peking University Cancer Hospital and Institute, Beijing, China.
Genetron Health (Beijing) Technology, Co, Ltd, Beijing, China.
Int J Cancer. 2022 Oct 15;151(8):1382-1393. doi: 10.1002/ijc.34119. Epub 2022 Jun 21.
Microsatellite instability (MSI) is an important biomarker for predicting the response to immunotherapy and prognosis that mainly results from a defective DNA mismatch repair (MMR) system and strongly correlates with high tumor mutation burden (TMB). Herein, we developed a novel method that integrates MSI score, MMR mutation status and TMB level to identify MSI status from next-generation sequencing (NGS) data. The novel method displays a sensitivity of 96.80%, a specificity of 99.96% and an overall accuracy of 99.89%, compared to current standards. Using our novel method, we analyzed 11 395 Chinese patients across 30 cancer types. High microsatellite instability (MSI-H) was detected in 210 (1.84%) samples in 18 of 30 cancer types assessed. Mutations in ACVR2A (73%), KMT2D (68%), KMT2B (66%) and MMR-related genes (MLH1, MSH2, MSH6 and PMS2) were enriched in MSI-H samples. Furthermore, MSI-H samples were more likely to have high TMB (P < .01), high PD-L1 expression (P < .05) and more tumor-infiltrating immune cells than microsatellite-stable (MSS) samples. Compared to the TCGA patients, the prevalence of MSI-H in the Chinese cohort was significantly lower in colorectal, gastric and pancreatic cancer, while significantly higher in urinary and prostate cancer. Mutations in ACVR2A (73% vs 28%, P < .01) and MMR-related genes (51.4% vs 21.3%, P < .01) were significantly higher in the Chinese population. Thus, our study suggests the fraction of MSI-H attributable to MMR inactivation mutations were lower in European than in Chinese patients, while the proportion of MSI-H due to other events may be higher.
微卫星不稳定性(MSI)是预测免疫治疗反应和预后的重要生物标志物,主要源于 DNA 错配修复(MMR)系统缺陷,与高肿瘤突变负担(TMB)密切相关。在此,我们开发了一种从下一代测序(NGS)数据中识别 MSI 状态的新方法,该方法将 MSI 评分、MMR 突变状态和 TMB 水平相结合。与当前标准相比,该新方法的灵敏度为 96.80%,特异性为 99.96%,总准确率为 99.89%。使用我们的新方法,我们分析了来自 30 种癌症类型的 11395 名中国患者。在评估的 30 种癌症类型中的 18 种中,检测到 210 个(1.84%)样本存在高微卫星不稳定性(MSI-H)。MSI-H 样本中富含 ACVR2A(73%)、KMT2D(68%)、KMT2B(66%)和 MMR 相关基因(MLH1、MSH2、MSH6 和 PMS2)的突变。此外,MSI-H 样本比微卫星稳定(MSS)样本更有可能具有高 TMB(P<0.01)、高 PD-L1 表达(P<0.05)和更多的肿瘤浸润免疫细胞。与 TCGA 患者相比,MSI-H 在中国人队列中的结直肠癌、胃癌和胰腺癌中的发生率明显低于欧洲人,而在膀胱癌和前列腺癌中的发生率明显高于欧洲人。ACVR2A(73%比 28%,P<0.01)和 MMR 相关基因(51.4%比 21.3%,P<0.01)的突变在中国人中明显更高。因此,我们的研究表明,与欧洲患者相比,MMR 失活突变导致的 MSI-H 比例较低,而其他事件导致的 MSI-H 比例可能较高。