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构建和验证基于 SEER 数据库的肉瘤样肾细胞癌患者新型预后列线图模型。

Construction and validation of a novel prognostic nomogram for patients with sarcomatoid renal cell carcinoma: a SEER-based study.

机构信息

Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China.

Assisted Reproduction Center, Northwest Women's and Children's Hospital, Xi'an, 710061, China.

出版信息

Int J Clin Oncol. 2020 Jul;25(7):1356-1363. doi: 10.1007/s10147-020-01681-2. Epub 2020 May 2.

Abstract

OBJECTIVE

The only one established prognostic nomogram for patients with sarcomatoid renal cell carcinoma (sRCC) was based on a small sample-sized study without external validation, and a nomogram can be applied to western sRCC patients has not yet been developed. Therefore, our study aimed to construct and validate an effective nomogram to predict overall survival (OS) for these patients.

METHODS

The independent predictors for OS were identified and the nomogram was constructed on the basis of a retrospective study of a training cohort consisted of 428 non-Hispanic white sRCC patients registered in the Surveillance, Epidemiology and End Results (SEER) database from January 2010 to December 2015. Then, the discriminative performance of the nomogram was assessed by the concordance index (C-index). OS calibrations of the nomogram were also performed by comparing the nomogram-predicted probability to the observed survival rate. Furthermore, our nomogram was externally validated using two independent cohorts consisted of 71 non-Hispanic black patients and 82 Hispanic patients, respectively.

RESULTS

Age at diagnosis, T stage, N stage, bone metastases, liver metastases, lung metastases and nephrectomy were identified as independent predictors for OS. In the training cohort and two validation cohorts, the C-indexes of the nomogram were 0.737, 0.801 and 0.764, respectively. Besides, excellent agreements between the nomogram prediction and the actual observation were achieved in all cohorts.

CONCLUSIONS

The current study constructed and validated an effective prognostic nomogram for patients with sRCC, which can be used to perform accurate predictions of the 0.5-, 1-, and 2-year possibilities of OS.

摘要

目的

唯一针对肉瘤样肾细胞癌(sRCC)患者的预后列线图是基于一项没有外部验证的小样本量研究,尚未开发出适用于西方 sRCC 患者的列线图。因此,我们的研究旨在构建和验证一种有效的列线图,以预测这些患者的总生存(OS)。

方法

我们确定了 OS 的独立预测因素,并基于 2010 年 1 月至 2015 年 12 月期间在监测、流行病学和最终结果(SEER)数据库中登记的 428 例非西班牙裔白人 sRCC 患者的回顾性研究,构建了列线图。然后,通过一致性指数(C-index)评估列线图的判别性能。通过比较列线图预测概率与观察生存率,对列线图的 OS 校准进行评估。此外,我们使用分别包含 71 例非西班牙裔黑人和 82 例西班牙裔患者的两个独立队列对我们的列线图进行了外部验证。

结果

诊断时的年龄、T 分期、N 分期、骨转移、肝转移、肺转移和肾切除术被确定为 OS 的独立预测因素。在训练队列和两个验证队列中,列线图的 C 指数分别为 0.737、0.801 和 0.764。此外,在所有队列中,列线图预测与实际观察之间均达成了极好的一致性。

结论

本研究构建并验证了一种针对 sRCC 患者的有效预后列线图,可用于准确预测患者 0.5、1 和 2 年 OS 的可能性。

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