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基于 SEER 数据库构建并验证预测重新定义的间变性甲状腺癌患者总生存的列线图。

Development and validation of a nomogram to predict overall survival in patients with redefined anaplastic thyroid carcinoma based on the SEER database.

机构信息

Department of General Surgery, the 920th Hospital of Joint Logistics Support Force, PLA, Kunming, Yunnan, People's Republic of China.

出版信息

Int J Clin Oncol. 2024 Jun;29(6):744-754. doi: 10.1007/s10147-024-02495-2. Epub 2024 Apr 7.

Abstract

BACKGROUND

According to the latest classification of thyroid tumors released by the WHO in 2022, primary squamous cell carcinoma of the thyroid (PSCCTh) is classified as anaplastic thyroid carcinoma (ATC). The objective of this study was to determine the differences in characteristics between ATC and PSCCTh and develop a nomogram to predict overall survival patients with the redefined anaplastic thyroid carcinoma (rATC).

METHODS

Patients diagnosed with ATC and PSCCTh between 2000 and 2018 from the Surveillance, Epidemiology, and End Results (SEER) database were enrolled and randomly divided into a training cohort and a validation cohort with a ratio of 7:3. Overall survival (OS) and cancer-specific survival (CSS) was estimated using the Kaplan-Meier method and compared using log-rank tests. The univariate and multivariate Cox proportional hazards regression analyses were used to determine independent prognostic factors of rATC patients. We then developed and validated nomograms to predict the 3-, 6- and 12-month OS of rATC and the results were evaluated by C-index and calibration curves.

RESULTS

After application of the inclusion and exclusion criteria, a total of 1338 ATC and 127 PSCCTh patients were included in the study. Further, OS and CSS of patients with PSCCTh were better than that of patients with ATC. Prognostic factors were not identical for the two cancers. Multivariate Cox model analysis indicated that age, tumor size, metastasis, surgery, radiotherapy, chemotherapy are independent prognostic factors for CSS in patients with ATC; while for patients with PSCCTh, the corresponding factors are age, and surgery. We selected six survival predictors (age, tumor size, metastasis, surgery, radiation, and, chemotherapy) for nomogram construction. The C-indexes in the training and validation cohort were 0.740 and 0.778, respectively, reflecting the good discrimination ability of the model. The calibration curves also showed good consistency in the probability of 3-, 6-, and 12-month OS between the actual observation and the nomogram prediction.

CONCLUSION

We constructed a nomogram to provide a convenient and reliable tool for predicting OS in rATC patients. Prognostic factors influencing CSS were not identical in patients with ATC and PSCCTh. These findings indicate that different clinical treatment and management plans are required for patients with these two types of thyroid cancer.

摘要

背景

根据世界卫生组织(WHO)在 2022 年发布的最新甲状腺肿瘤分类,原发性甲状腺鳞状细胞癌(PSCCTh)被归类为间变性甲状腺癌(ATC)。本研究的目的是确定 ATC 和 PSCCTh 之间特征的差异,并制定列线图来预测重新定义的间变性甲状腺癌(rATC)患者的总生存情况。

方法

本研究纳入了 2000 年至 2018 年期间来自监测、流行病学和最终结果(SEER)数据库的诊断为 ATC 和 PSCCTh 的患者,并将其随机分为训练队列和验证队列,比例为 7:3。使用 Kaplan-Meier 方法估计总生存(OS)和癌症特异性生存(CSS),并使用对数秩检验进行比较。使用单因素和多因素 Cox 比例风险回归分析确定 rATC 患者的独立预后因素。然后,我们开发并验证了列线图来预测 rATC 患者的 3、6 和 12 个月 OS,并通过 C 指数和校准曲线评估结果。

结果

应用纳入和排除标准后,共有 1338 例 ATC 和 127 例 PSCCTh 患者纳入本研究。此外,PSCCTh 患者的 OS 和 CSS 均优于 ATC 患者。两种癌症的预后因素并不相同。多因素 Cox 模型分析表明,年龄、肿瘤大小、转移、手术、放疗、化疗是 ATC 患者 CSS 的独立预后因素;而对于 PSCCTh 患者,相应的因素是年龄和手术。我们选择了六个生存预测因素(年龄、肿瘤大小、转移、手术、放疗和化疗)用于列线图构建。训练队列和验证队列的 C 指数分别为 0.740 和 0.778,反映了模型的良好区分能力。校准曲线还显示了 3、6 和 12 个月 OS 实际观察值与列线图预测值之间的良好一致性。

结论

我们构建了一个列线图,为预测 rATC 患者的 OS 提供了一个方便可靠的工具。影响 ATC 和 PSCCTh 患者 CSS 的预后因素并不相同。这些发现表明,这两种类型的甲状腺癌需要不同的临床治疗和管理计划。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/88db/11129996/1ab824cac430/10147_2024_2495_Fig1_HTML.jpg

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