Nomogram for overall survival in ampullary adenocarcinoma using the surveillance, epidemiology, and end results database and external validation.

IF 2.6 Q3 ONCOLOGY
Jia Yang, Zi-Yi Wang, Jing Chen, Yao Zhang, Lei Chen
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引用次数: 0

Abstract

Background: Ampullary adenocarcinoma is a rare malignant tumor of the gastrointestinal tract. Currently, only a few cases have been reported, resulting in limited information on survival.

Aim: To develop a dynamic nomogram using internal and external validation to predict survival in patients with ampullary adenocarcinoma.

Methods: Data were sourced from the surveillance, epidemiology, and end results stat database. The patients in the database were randomized in a 7:3 ratio into training and validation groups. Using Cox regression univariate and multivariate analyses in the training group, we identified independent risk factors for overall survival and cancer-specific survival to develop the nomogram. The nomogram was validated with a cohort of patients from the First Affiliated Hospital of the Army Medical University.

Results: For overall and cancer-specific survival, 12 (sex, age, race, lymph node ratio, tumor size, chemotherapy, surgical modality, T stage, tumor differentiation, brain metastasis, lung metastasis, and extension) and 6 (age; surveillance, epidemiology, and end results stage; lymph node ratio; chemotherapy; surgical modality; and tumor differentiation) independent risk factors, respectively, were incorporated into the nomogram. The area under the curve values at 1, 3, and 5 years, respectively, were 0.807, 0.842, and 0.826 for overall survival and 0.816, 0.835, and 0.841 for cancer-specific survival. The internal and external validation cohorts indicated good consistency of the nomogram.

Conclusion: The dynamic nomogram offers robust predictive efficacy for the overall and cancer-specific survival of ampullary adenocarcinoma.

使用监测、流行病学、最终结果数据库和外部验证的壶腹腺癌总生存的Nomogram。
背景:壶腹腺癌是一种罕见的胃肠道恶性肿瘤。目前,仅报告了少数病例,因此关于生存的信息有限。目的:利用内部和外部验证建立动态nomogram预测壶腹腺癌患者的生存期。方法:数据来源于监测、流行病学和最终结果统计数据库。数据库中的患者按7:3的比例随机分为训练组和验证组。通过对训练组进行单变量和多变量Cox回归分析,我们确定了影响总生存率和癌症特异性生存率的独立危险因素,并绘制了nomogram。在陆军医科大学第一附属医院的一组患者中验证了nomogram。结果:总体生存率和肿瘤特异性生存率分别为12(性别、年龄、种族、淋巴结比例、肿瘤大小、化疗、手术方式、T分期、肿瘤分化、脑转移、肺转移和扩展)和6(年龄;监测、流行病学和最终结果阶段;淋巴结比例;化疗;手术方式;和肿瘤分化)独立危险因素分别纳入图中。1年、3年和5年的总生存期曲线下面积分别为0.807、0.842和0.826,癌症特异性生存期曲线下面积分别为0.816、0.835和0.841。内部和外部验证队列显示nomogram具有良好的一致性。结论:动态形态图对壶腹腺癌的总体生存和肿瘤特异性生存具有较强的预测作用。
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
自引率
0.00%
发文量
585
期刊介绍: The WJCO is a high-quality, peer reviewed, open-access journal. The primary task of WJCO is to rapidly publish high-quality original articles, reviews, editorials, and case reports in the field of oncology. In order to promote productive academic communication, the peer review process for the WJCO is transparent; to this end, all published manuscripts are accompanied by the anonymized reviewers’ comments as well as the authors’ responses. The primary aims of the WJCO are to improve diagnostic, therapeutic and preventive modalities and the skills of clinicians and to guide clinical practice in oncology. Scope: Art of Oncology, Biology of Neoplasia, Breast Cancer, Cancer Prevention and Control, Cancer-Related Complications, Diagnosis in Oncology, Gastrointestinal Cancer, Genetic Testing For Cancer, Gynecologic Cancer, Head and Neck Cancer, Hematologic Malignancy, Lung Cancer, Melanoma, Molecular Oncology, Neurooncology, Palliative and Supportive Care, Pediatric Oncology, Surgical Oncology, Translational Oncology, and Urologic Oncology.
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