Nomograph of cancer-specific survival in elderly patients with endometrial cancer based on SEER database

IF 1.6 4区 医学 Q3 OBSTETRICS & GYNECOLOGY
Fanghua Ma, Jiesheng Huang
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引用次数: 0

Abstract

Objective

This study aims to identify prognostic factors for elderly patients with endometrial cancer and to develop a nomogram for predicting cancer-specific survival in this population.

Methods

Clinicopathological data of elderly patients diagnosed with endometrial cancer between 2004 and 2015 were extracted from the SEER database. Patients were randomly assigned to either a training cohort or a validation cohort at a ratio of 7:3. Univariate and multivariable Cox regression analyses were performed to identify independent prognostic factors. A nomogram was then constructed based on these factors, and its predictive accuracy and discriminative ability were assessed using the C-index, receiver operating characteristic (ROC), and calibration curve.

Results

Multivariate analysis identified age, marital status, grade, Federation of International of Gynecology and Obstetrics, surgery, chemotherapy, radiation, and tumor size as independent prognostic factors for elderly patients with endometrial carcinoma. Nomograms derived from these factors demonstrated excellent calibration and discrimination. The C-indexes were 0.83 for the training set and 0.82 for the validation set. The area under the curve (AUC) values for the training set were 0.88, 0.87, and 0.86 at 1, 3, and 5 year respectively. Corresponding AUC values for the validation set were 0.89, 0.86, and 0.86. Calibration curves for both cohorts demonstrated close alignment with the diagonal, indicating robust agreement between nomogram predictions and actual outcomes.

Conclusion

A novel nomogram has been developed for personalized prognosis assessment in elderly patients with endometrial carcinoma, aiming to enhance tailored treatment strategies and clinical management.

基于SEER数据库的老年子宫内膜癌患者肿瘤特异性生存率Nomograph。
目的:本研究旨在确定老年子宫内膜癌患者的预后因素,并开发预测该人群癌症特异性生存的nomogram (nomogram)。方法:从SEER数据库中提取2004 - 2015年诊断为子宫内膜癌的老年患者的临床病理资料。患者被随机分配到训练组或验证组,比例为7:3。采用单变量和多变量Cox回归分析确定独立预后因素。然后基于这些因素构建nomogram,并使用c指数、受试者工作特征(receiver operating characteristic, ROC)和校准曲线评估其预测准确度和判别能力。结果:多因素分析发现年龄、婚姻状况、分级、国际妇产科联合会、手术、化疗、放疗、肿瘤大小是老年子宫内膜癌患者预后的独立因素。由这些因素导出的图显示出良好的校准和辨别能力。训练集和验证集的c指数分别为0.83和0.82。在第1年、第3年和第5年,训练集的曲线下面积(AUC)分别为0.88、0.87和0.86。验证集对应的AUC值分别为0.89、0.86和0.86。两个队列的校准曲线显示与对角线紧密对齐,表明nomogram预测和实际结果之间的一致性。结论:开发了一种用于老年子宫内膜癌患者个性化预后评估的新型nomographic,旨在加强针对性的治疗策略和临床管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.10
自引率
0.00%
发文量
376
审稿时长
3-6 weeks
期刊介绍: The Journal of Obstetrics and Gynaecology Research is the official Journal of the Asia and Oceania Federation of Obstetrics and Gynecology and of the Japan Society of Obstetrics and Gynecology, and aims to provide a medium for the publication of articles in the fields of obstetrics and gynecology. The Journal publishes original research articles, case reports, review articles and letters to the editor. The Journal will give publication priority to original research articles over case reports. Accepted papers become the exclusive licence of the Journal. Manuscripts are peer reviewed by at least two referees and/or Associate Editors expert in the field of the submitted paper.
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