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通过多区域肿瘤测序对微卫星不稳定转移性癌症中的克隆进化进行特征描述。

Characterization of Clonal Evolution in Microsatellite Unstable Metastatic Cancers through Multiregional Tumor Sequencing.

机构信息

Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio.

Biomedical Sciences Graduate Program, The Ohio State University, Columbus, Ohio.

出版信息

Mol Cancer Res. 2021 Mar;19(3):465-474. doi: 10.1158/1541-7786.MCR-19-0955. Epub 2020 Nov 23.

Abstract

Microsatellites are short, repetitive segments of DNA, which are dysregulated in mismatch repair-deficient (MMRd) tumors resulting in microsatellite instability (MSI). MSI has been identified in many human cancer types with varying incidence, and microsatellite instability-high (MSI-H) tumors often exhibit increased sensitivity to immune-enhancing therapies such as PD-1/PD-L1 inhibition. Next-generation sequencing (NGS) has permitted advancements in MSI detection, and recent computational advances have enabled characterization of tumor heterogeneity via NGS. However, the evolution and heterogeneity of microsatellite changes in MSI-positive tumors remains poorly described. We determined MSI status in 6 patients using our previously published algorithm, MANTIS, and inferred subclonal composition and phylogeny with Canopy and SuperFreq. We developed a simulated annealing-based method to characterize microsatellite length distributions in specific subclones and assessed the evolution of MSI in the context of tumor heterogeneity. We identified three to eight tumor subclones per patient, and each subclone exhibited MMRd-associated base substitution signatures. We noted that microsatellites tend to shorten over time, and that MMRd fosters heterogeneity by introducing novel mutations throughout the disease course. Some microsatellites are altered among all subclones in a patient, whereas other loci are only altered in particular subclones corresponding to subclonal phylogenetic relationships. Overall, our results indicate that MMRd is a substantial driver of heterogeneity, leading to both MSI and subclonal divergence. IMPLICATIONS: We leveraged subclonal inference to assess clonal evolution based on somatic mutations and microsatellites, which provides insight into MMRd as a dynamic mutagenic process in MSI-H malignancies.

摘要

微卫星是 DNA 中的短重复片段,在错配修复缺陷 (MMRd) 肿瘤中失调,导致微卫星不稳定性 (MSI)。MSI 已在许多人类癌症类型中被发现,其发病率不同,微卫星不稳定高 (MSI-H) 肿瘤通常对免疫增强治疗(如 PD-1/PD-L1 抑制)表现出更高的敏感性。下一代测序 (NGS) 使得 MSI 检测取得了进展,最近的计算进展使得通过 NGS 对肿瘤异质性进行特征描述成为可能。然而,MSI 阳性肿瘤中微卫星变化的进化和异质性仍然描述不足。我们使用先前发表的算法 MANTIS 在 6 名患者中确定了 MSI 状态,并使用 Canopy 和 SuperFreq 推断了亚克隆组成和系统发育。我们开发了一种基于模拟退火的方法来描述特定亚克隆中的微卫星长度分布,并在肿瘤异质性的背景下评估 MSI 的进化。我们确定了每个患者的三到八个肿瘤亚克隆,每个亚克隆都表现出与 MMRd 相关的碱基替换特征。我们注意到微卫星随着时间的推移往往会缩短,并且 MMRd 通过在整个疾病过程中引入新的突变来促进异质性。一些微卫星在患者的所有亚克隆中都发生了改变,而其他位点仅在特定亚克隆中发生改变,这些特定亚克隆对应于亚克隆系统发育关系。总的来说,我们的结果表明 MMRd 是异质性的主要驱动因素,导致 MSI 和亚克隆分歧。

意义

我们利用亚克隆推断来评估基于体细胞突变和微卫星的克隆进化,这为 MMRd 作为 MSI-H 恶性肿瘤中的动态诱变过程提供了深入了解。

相似文献

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1
Computational Prediction and Validation of Tumor-Associated Neoantigens.计算预测和验证肿瘤相关新抗原。
Front Immunol. 2020 Jan 24;11:27. doi: 10.3389/fimmu.2020.00027. eCollection 2020.
2
SuperFreq: Integrated mutation detection and clonal tracking in cancer.SuperFreq:癌症中的综合突变检测和克隆追踪。
PLoS Comput Biol. 2020 Feb 13;16(2):e1007603. doi: 10.1371/journal.pcbi.1007603. eCollection 2020 Feb.
10
Microsatellite Instability in Mouse Models of Colorectal Cancer.结直肠癌小鼠模型中的微卫星不稳定性。
Can J Gastroenterol Hepatol. 2018 Mar 1;2018:6152928. doi: 10.1155/2018/6152928. eCollection 2018.

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