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用于预测肝恶性血管肿瘤患者总生存期和癌症特异性生存期的预后列线图的建立与验证

Establishment and validation of prognostic nomograms to predict the overall and cancer-specific survival in patients with hepatic malignant vascular tumors.

作者信息

Pu Zhangya, Chen Jiang, Peng Fang, Ruan Zhiping, Zhu Yuanyuan, Wang Xiaofang, Huang Yan, Yi Panpan, Chen Yayu, Quan Jun, Huang Zebing, Liu Zelong, Hu Xingwang

机构信息

Department of Infectious Diseases, Hunan Key Laboratory of Viral Hepatitis, Xiangya Hospital, Central South University Changsha 410008, Hunan Province, China.

Edwin L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School Boston, MA 02114, USA.

出版信息

Am J Transl Res. 2022 Feb 15;14(2):798-818. eCollection 2022.

Abstract

OBJECTIVE

To characterize the clinicopathologic features and to investigate the prognostic nomograms for overall survival (OS) and cancer-specific survival (CSS) in patients with Hepatic malignant vascular tumors (HMVT).

METHOD

Patients diagnosed with HMVT between 1973 and 2015 were screened from the Surveillance, Epidemiology, and End Results (SEER) database. The Kaplan-Meier (KM) was used for survival analysis. The univariate and multivariate Cox analyses were performed to identify independent predictors. Furthermore, the prognostic nomograms were established and evaluated.

RESULTS

A total of 510 HMVT patients were collected, and randomly divided into HMVT-training (N=308) and validation cohort (N=202) groups. The 3- and 5-year OS for overall HMVT were 21.3% and 19.8%, and the corresponding CSS was 29.8% and 27.7% respectively. Age at diagnosis, grade, tumor size, and histological type were identified as prognostic factors for OS and CSS in patients with HMVT. However, sex was just for predicting CSS, and T stage was only an indicator of OS. These factors were further utilized to construct the nomograms for OS and CSS in the HMVT-training cohort showing credible performance with the C-index of 0.763 and 0.762, respectively. Moreover, the AUC value for 1-, 3-, 5-year OS was 0.873, 0.905 and 0.898, and the corresponding value for CSS was 0.808, 0.794 and 0.788 respectively. Additionally, the calibration curves demonstrated a favorable agreement between the predicted and actual 1-, 3- and 5-year survival rates both in the training and validated cohorts.

CONCLUSION

This was the largest population-based study to describe the clinicopathologic characteristics in patients with HMVT. Moreover, we established and validated prognostic nomograms that indicated an accurate prediction for 1-, 3- and 5-year of OS and CSS.

摘要

目的

描述肝恶性血管肿瘤(HMVT)患者的临床病理特征,并研究总生存期(OS)和癌症特异性生存期(CSS)的预后列线图。

方法

从监测、流行病学和最终结果(SEER)数据库中筛选出1973年至2015年间诊断为HMVT的患者。采用Kaplan-Meier(KM)法进行生存分析。进行单因素和多因素Cox分析以确定独立预测因素。此外,建立并评估了预后列线图。

结果

共收集510例HMVT患者,随机分为HMVT训练组(N = 308)和验证队列组(N = 202)。总体HMVT患者的3年和5年OS分别为21.3%和19.8%,相应的CSS分别为29.8%和27.7%。诊断时年龄、分级、肿瘤大小和组织学类型被确定为HMVT患者OS和CSS的预后因素。然而,性别仅用于预测CSS,T分期仅是OS的一个指标。这些因素被进一步用于构建HMVT训练队列中OS和CSS的列线图,其表现可靠,C指数分别为0.763和0.762。此外,1年、3年、5年OS的AUC值分别为0.873、0.905和0.898,CSS的相应值分别为0.808、0.794和0.788。此外,校准曲线显示训练队列和验证队列中预测的与实际的1年、3年和5年生存率之间具有良好的一致性。

结论

这是描述HMVT患者临床病理特征的最大规模的基于人群的研究。此外,我们建立并验证了预后列线图,该列线图对1年、3年和5年的OS和CSS具有准确的预测能力。

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