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列线图预测结直肠癌肝转移的发生和预后:基于人群的研究。

Nomogram for predicting occurrence and prognosis of liver metastasis in colorectal cancer: a population-based study.

机构信息

Emergence Department, The Second Affiliated Hospital of Chongqing Medical University, 76 Linjiang Road, Yuzhong District, Chongqing, 400010, China.

Department of Epidemiology and Biostatistics, First Affiliated Hospital, Army Medical University, Chongqing, China.

出版信息

Int J Colorectal Dis. 2021 Feb;36(2):271-282. doi: 10.1007/s00384-020-03722-8. Epub 2020 Sep 23.

Abstract

PURPOSE

This study aimed to investigate the prevalence, risk, and prognostic factors for synchronous liver metastasis (LM) in colorectal cancer (CRC) and to construct nomogram for predicting occurrence and prognosis of synchronous LM.

METHODS

A total of 203,998 CRC patients who were registered in the SEER database between 2010 and 2016 were included. Logistic regression was used to analyze risk factors and Kaplan-Meier was used to estimate the overall survival of CRC patients with LM. Potential prognostic factors were identified by multivariable Cox regression. For predicting the risk for development and prognosis in CRC patients with LM, we constructed nomogram and the predictive performance was estimated by the receiver operating characteristics cure, the concordance index, and calibration curve.

RESULTS

In total, 15.3% of the CRC patients (N = 31,288) had synchronous LM. Male gender, black, uninsured status, left colon, T4/T1, and bone and lung metastases were positively associated with synchronous LM risk. The 1-year, 3-year, and 5-year overall survival rate was 49.1%, 18.4%, and 9.2%, respectively. Older age, male gender, black, uninsured status, poor histological differentiation, lymphatic metastasis, T4/T1, positive carcinoembryonic antigen, and lung, bone, and brain metastases were associated with the overall survival. Nomogram was constructed to predict the development and prognosis of synchronous LM and both of them were proved to have good calibration and discrimination.

CONCLUSION

LM is highly prevalent in CRC patients. Nomogram basing on the risk and prognostic factors for synchronous LM was proved to have good performance for predicting the probability of LM occurrence and prognosis.

摘要

目的

本研究旨在调查结直肠癌(CRC)中同步肝转移(LM)的发生率、风险和预后因素,并构建预测同步 LM 发生和预后的列线图。

方法

纳入 2010 年至 2016 年间 SEER 数据库中登记的 203998 例 CRC 患者。采用 logistic 回归分析风险因素,采用 Kaplan-Meier 法估计 LM 患者的总生存率。采用多变量 Cox 回归分析潜在的预后因素。为了预测 LM 患者发生和预后的风险,我们构建了列线图,并通过接受者操作特征曲线、一致性指数和校准曲线来评估其预测性能。

结果

共有 15.3%(N=31288)的 CRC 患者发生同步 LM。男性、黑种人、无保险状态、左结肠、T4/T1 期和骨、肺转移与同步 LM 风险呈正相关。1 年、3 年和 5 年的总生存率分别为 49.1%、18.4%和 9.2%。年龄较大、男性、黑种人、无保险状态、组织学分化差、淋巴转移、T4/T1 期、癌胚抗原阳性、肺、骨和脑转移与总生存率相关。构建了预测同步 LM 发生和预后的列线图,两者均具有良好的校准和区分度。

结论

LM 在 CRC 患者中发生率较高。基于同步 LM 的风险和预后因素的列线图可用于预测 LM 发生和预后的概率,具有良好的性能。

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