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基于“SEER 数据库”构建高级别和低级别尿路上皮癌术后生存预测模型:一项多中心研究。

Construction of a survival prediction model for high-and low -grade UTUC after tumor resection based on "SEER database": a multicenter study.

机构信息

Clinical Medical Colleges, Weifang Medical University, Weifang, 261000, China.

Department of Oncology, Weifang Traditional Chinese Hospital, Weifang, 261000, Shandong, China.

出版信息

BMC Cancer. 2021 Sep 7;21(1):999. doi: 10.1186/s12885-021-08742-3.

DOI:10.1186/s12885-021-08742-3
PMID:34493229
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8424798/
Abstract

BACKGROUND

There are differences in survival between high-and low-grade Upper Tract Urothelial Carcinoma (UTUC). Our study aimed to develop a nomogram to predict overall survival (OS) of patients with high- and low-grade UTUC after tumor resection, and to explore the difference between high- and low-grade patients.

METHODS

Patients confirmed to have UTUC between 2004 and 2015 were selected from the Surveillance, Epidemiology and End Results (SEER) database. The UTUCs were identified and classified as high- and low-grade, and 1-, 3- and 5-year nomograms were established. The nomogram was then validated using the Chinese multicenter dataset (patients diagnosed in Shandong, China between January 2010 and October 2020).

RESULTS

In the high-grade UTUC patients, nine important factors related to survival after tumor resection were identified to construct nomogram. The C index of training dataset was 0.740 (95% confidence interval [CI]: 0.727-0.754), showing good calibration. The C index of internal validation dataset was 0.729(95% CI:0.707-0.750). On the other hand, Two independent predictors were identified to construct nomogram of low-grade UTUC. The C index was 0.714 (95% CI: 0.671-0.758) for the training set,0.731(95% CI:0.670-0.791) for the internal validation dataset. Encouragingly, the nomogram was clinically useful and had a good discriminative ability to identify patients at high risk.

CONCLUSION

We constructed a nomogram and a corresponding risk classification system predicting the OS of patients with an initial diagnosis of high-and low-grade UTUC.

摘要

背景

高级别和低级别上尿路上皮癌(UTUC)的患者的生存存在差异。我们的研究旨在为高级别和低级别 UTUC 患者术后建立一个预测总生存(OS)的列线图,并探讨高级别和低级别患者之间的差异。

方法

从监测、流行病学和最终结果(SEER)数据库中选择 2004 年至 2015 年间确诊为 UTUC 的患者。对 UTUC 进行识别和分级,并建立 1、3 和 5 年的列线图。然后使用中国多中心数据集(2010 年 1 月至 2020 年 10 月在中国山东诊断的患者)对列线图进行验证。

结果

在高级别 UTUC 患者中,确定了 9 个与肿瘤切除后生存相关的重要因素来构建列线图。训练数据集的 C 指数为 0.740(95%置信区间[CI]:0.727-0.754),表明校准良好。内部验证数据集的 C 指数为 0.729(95%CI:0.707-0.750)。另一方面,确定了两个独立的预测因素来构建低级别 UTUC 的列线图。训练集的 C 指数为 0.714(95%CI:0.671-0.758),内部验证数据集的 C 指数为 0.731(95%CI:0.670-0.791)。令人鼓舞的是,该列线图具有临床应用价值,能够很好地区分高危患者。

结论

我们构建了一个列线图和相应的风险分类系统,用于预测初诊高级别和低级别 UTUC 患者的 OS。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/c92de5341760/12885_2021_8742_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/1d53299069e5/12885_2021_8742_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/c79f27ef90a7/12885_2021_8742_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/c01c3f91e8cf/12885_2021_8742_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/42b02a56cc5a/12885_2021_8742_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/bb0f28f694be/12885_2021_8742_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/c92de5341760/12885_2021_8742_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/1d53299069e5/12885_2021_8742_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/c79f27ef90a7/12885_2021_8742_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/c01c3f91e8cf/12885_2021_8742_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/42b02a56cc5a/12885_2021_8742_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/bb0f28f694be/12885_2021_8742_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3c6/8424798/c92de5341760/12885_2021_8742_Fig6_HTML.jpg

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