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序贯和同时发生的 DNA 损伤反应基因突变影响接受辅助奥沙利铂为基础化疗的 III 期结直肠癌患者的生存。

Sequential and co-occurring DNA damage response genetic mutations impact survival in stage III colorectal cancer patients receiving adjuvant oxaliplatin-based chemotherapy.

机构信息

Department of Oncology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.

Department of Genomic Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.

出版信息

BMC Cancer. 2021 Mar 2;21(1):217. doi: 10.1186/s12885-021-07926-1.

Abstract

BACKGROUND

Certain sequences of genomic mutations can lead to cancer formation and affect treatment outcomes and drug resistance. We constructed a cancer evolutionary tree using bulk-targeted deep sequencing to explore the impact of sequential and co-occurring somatic mutations on patients with stage III colorectal cancer (CRC).

METHODS

A total of 108 stage III CRC patients from National Cheng Kung University Hospital (NCKUH) were recruited for this study between Jan. 2014 and Jan. 2019. Clinical information and tumor-targeted deep sequencing data were collected. Phylogenetic trees were reconstructed for evolutionary trajectories. We used a machine learning model for survival analysis.

RESULTS

Six sequential somatic mutations stratified patients into seven subgroups based on survival. Patients carrying sequential germline followed by DNA damage response-related ATM or BRCA2 somatic mutations or non-TP53, APC somatic mutations had a better outcome than those without such mutations. The 4-year recurrence-free survival (RFS) probability was 88% in the low-risk group (G1) and 46% in the high-risk group (G2) (log-rank p-value 2e-05). The predictive efficacy by the area under the curve (AUC) was 0.73, 0.7, 0.797, and 0.88 at 2, 4, 6, and 8 years, respectively. The mutation status of mismatch repair (MMR) genes was not associated with RFS. Different genomic features were found between the groups. The orders of APC, KRAS and APC, BRCA2 sequential somatic mutations were associated with clinical outcomes. The occurrence of somatic mutations in BRCA2, such as TP53 somatic mutations, affected recurrence-free survival.

CONCLUSIONS

According to the evolution model, DNA damage response (DDR)-related ATM or BRCA2 somatic mutations are promising biomarkers for assessing the response of stage III CRC patients to oxaliplatin-based chemotherapy. The sequential order and co-occurring DDR somatic mutations are associated with recurrence-free survival.

摘要

背景

某些基因组突变序列可导致癌症形成,并影响治疗结果和耐药性。我们使用靶向深度测序构建了癌症进化树,以探索顺序和共发生的体细胞突变对 III 期结直肠癌(CRC)患者的影响。

方法

本研究共纳入 2014 年 1 月至 2019 年 1 月期间来自国立成功大学医院(NCKUH)的 108 名 III 期 CRC 患者。收集临床信息和肿瘤靶向深度测序数据。重建进化轨迹的系统发育树。我们使用机器学习模型进行生存分析。

结果

根据生存情况,6 个顺序体细胞突变将患者分为 7 个亚组。携带顺序种系突变,随后发生 DNA 损伤反应相关的 ATM 或 BRCA2 体细胞突变,或非 TP53、APC 体细胞突变的患者比无此类突变的患者预后更好。低风险组(G1)的 4 年无复发生存率(RFS)概率为 88%,高风险组(G2)为 46%(对数秩检验 p 值为 2e-05)。曲线下面积(AUC)的预测效能分别为 2、4、6 和 8 年时的 0.73、0.7、0.797 和 0.88。错配修复(MMR)基因的突变状态与 RFS 无关。各组之间发现了不同的基因组特征。APC、KRAS 和 APC、BRCA2 顺序体细胞突变的顺序与临床结局相关。BRCA2 中体细胞突变的发生,如 TP53 体细胞突变,影响无复发生存。

结论

根据进化模型,DNA 损伤反应(DDR)相关的 ATM 或 BRCA2 体细胞突变是评估 III 期 CRC 患者对奥沙利铂为基础化疗反应的有前途的生物标志物。顺序和共发生的 DDR 体细胞突变与无复发生存相关。

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