A Clinical Nomogram to Predict Survival Outcomes in Patients with Well-Differentiated Thyroid Cancer.

IF 5.8 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM
Thyroid Pub Date : 2025-04-01 Epub Date: 2025-02-14 DOI:10.1089/thy.2024.0486
Cristina Valero, Alana Eagan, Dauren Adilbay, Danielli Matsuura, Victoria Harries, Ashok R Shaha, Jatin P Shah, R Michael Tuttle, Darkhan Akhmedin, Renan Aguera Pinheiro, Leandro Luongo Matos, Luiz P Kowalski, Galym Adilbayev, Rabiga Kadyrbayeva, Snehal G Patel, Ian Ganly
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Abstract

Background: The current American Joint Committee on Cancer 8th edition staging system on thyroid cancer describes outcomes for populations of patients with well-differentiated thyroid cancer (WDTC) and not individual patients. The aim of this study was to create a clinical nomogram that can be used to predict survival in individual patients with WDTC. Methods: A single institutional cohort of 8535 patients with WDTC treated with primary surgery at the Memorial Sloan Kettering Cancer Center was used to create a predictive nomogram for disease-specific survival (DSS) as a retrospective cohort study. The nomogram was created using DSS as the dependent variable, and the independent variables used were sex, age, pathology subtype, and TNM stage. An external validation cohort of 519 patients from three different international centers was used to assess the accuracy and generalizability of the nomogram. Results: Sex, age, pathology subtype, T stage, N stage, and M stage were significant predictors of DSS on univariable analysis. The nomogram created using all these variables showed an extremely high concordance index (0.963; SE 0.012). This nomogram was validated on the external patient cohort with a high concordance index (0.810; SE: 0.070). Conclusions: We describe a predictive nomogram that accurately predicts DSS in individual patients with WDTC. The external validation illustrates its generalizability. This nomogram will help in counseling individual patients on prognosis and may identify patients who could benefit from more aggressive therapy.

预测高分化甲状腺癌患者生存结果的临床Nomogram。
背景:目前的美国癌症联合委员会第8版甲状腺癌分期系统描述了高分化甲状腺癌(WDTC)患者群体的预后,而不是个体患者。本研究的目的是创建一个临床nomogram,用于预测WDTC患者个体的生存。方法:在纪念斯隆-凯特琳癌症中心(Memorial Sloan - Kettering Cancer Center)对8535例接受了原发性手术的WDTC患者进行单一机构队列研究,以创建疾病特异性生存(DSS)的预测nomogram,作为一项回顾性队列研究。以DSS为因变量创建nomogram,自变量为性别、年龄、病理亚型、TNM分期。使用来自三个不同国际中心的519例患者的外部验证队列来评估nomogram的准确性和普遍性。结果:单变量分析显示,性别、年龄、病理亚型、T分期、N分期、M分期是DSS的显著预测因子。使用所有这些变量创建的nomogram显示出极高的一致性指数(0.963;0.012 SE)。该nomogram在外部患者队列中得到验证,一致性指数较高(0.810;SE: 0.070)。结论:我们描述了一个准确预测WDTC患者DSS的预测图。外部验证说明了其通用性。这张nomogram图将有助于对个体患者的预后进行咨询,并可能确定哪些患者可以从更积极的治疗中获益。
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
Thyroid
Thyroid 医学-内分泌学与代谢
CiteScore
12.30
自引率
6.10%
发文量
195
审稿时长
6 months
期刊介绍: This authoritative journal program, including the monthly flagship journal Thyroid, Clinical Thyroidology® (monthly), and VideoEndocrinology™ (quarterly), delivers in-depth coverage on topics from clinical application and primary care, to the latest advances in diagnostic imaging and surgical techniques and technologies, designed to optimize patient care and outcomes. Thyroid is the leading, peer-reviewed resource for original articles, patient-focused reports, and translational research on thyroid cancer and all thyroid related diseases. The Journal delivers the latest findings on topics from primary care to clinical application, and is the exclusive source for the authoritative and updated American Thyroid Association (ATA) Guidelines for Managing Thyroid Disease.
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