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肿瘤基因型解释了左右侧结肠癌患者生存差异的原因。

Tumour genotypes account for survival differences in right- and left-sided colon cancers.

机构信息

Section of Colon and Rectal Surgery, Division of General and Gastrointestinal Surgery, Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA.

出版信息

Colorectal Dis. 2022 May;24(5):601-610. doi: 10.1111/codi.16060. Epub 2022 Feb 9.

Abstract

AIM

We sought to identify genetic differences between right- and left-sided colon cancers and using these differences explain lower survival in right-sided cancers.

METHOD

A retrospective review of patients diagnosed with colon cancer was performed using The Cancer Genome Atlas, a cancer genetics registry with patient and tumour data from 20 North American institutions. The primary outcome was 5-year overall survival. Predictors for survival were identified using directed acyclic graphs and Cox proportional hazards models.

RESULTS

A total of 206 right- and 214 left-sided colon cancer patients with 84 recorded deaths were identified. The frequency of mutated alleles differed significantly in 12 of 25 genes between right- and left-sided tumours. Right-sided tumours had worse survival with a hazard ratio of 1.71 (95% confidence interval 1.10-2.64, P = 0.017). The total effect of the genetic loci on survival showed five genes had a sizeable effect on survival: DNAH5, MUC16, NEB, SMAD4, and USH2A. Lasso-penalized Cox regression selected 13 variables for the highest-performing model, which included cancer stage, positive resection margin, and mutated alleles at nine genes: MUC16, USH2A, SMAD4, SYNE1, FLG, NEB, TTN, OBSCN, and DNAH5. Post-selection inference demonstrated that mutations in MUC16 (P = 0.01) and DNAH5 (P = 0.02) were particularly predictive of 5-year overall survival.

CONCLUSIONS

Our study showed that genetic mutations may explain survival differences between tumour sites. Further studies on larger patient populations may identify other genes, which could form the foundation for more precise prognostication and treatment decisions beyond current rudimentary TNM staging.

摘要

目的

我们试图识别右半结肠癌和左半结肠癌之间的遗传差异,并利用这些差异解释右半结肠癌生存率较低的原因。

方法

使用癌症基因组图谱(一个包含 20 个北美机构的患者和肿瘤数据的癌症遗传学登记处)对诊断为结肠癌的患者进行回顾性审查。主要结果是 5 年总生存率。使用有向无环图和 Cox 比例风险模型确定生存的预测因素。

结果

共纳入 206 例右半结肠癌和 214 例左半结肠癌患者,其中 84 例死亡。在 25 个基因中,有 12 个基因的突变等位基因在右半和左半肿瘤之间存在显著差异。右半结肠癌的生存情况更差,风险比为 1.71(95%置信区间 1.10-2.64,P=0.017)。遗传位点对生存的总影响表明,有五个基因对生存有相当大的影响:DNAH5、MUC16、NEB、SMAD4 和 USH2A。Lasso 惩罚 Cox 回归选择了 13 个变量用于表现最佳的模型,其中包括癌症分期、阳性切缘和九个基因的突变等位基因:MUC16、USH2A、SMAD4、SYNE1、FLG、NEB、TTN、OBSCN 和 DNAH5。选择后推断表明,MUC16(P=0.01)和 DNAH5(P=0.02)的突变特别预测 5 年总生存率。

结论

我们的研究表明,遗传突变可能解释肿瘤部位之间生存差异的原因。在更大的患者群体中进行进一步研究可能会发现其他基因,这些基因可能为超越当前基本 TNM 分期的更精确预后和治疗决策奠定基础。

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