Li Yonghao, Zhang Huiqiang, Cao Yifan, He Ningyu, Li Weichao, Gao Xuefei, Guo Tiantian, Liu Jing
The First Clinical Medical College of Shanxi Medical University, Taiyuan, 030001, Shanxi, China.
The Fifth Clinical Medical College of Shanxi Medical University, Taiyuan, 030001, Shanxi, China.
Heliyon. 2024 Jan 30;10(3):e24798. doi: 10.1016/j.heliyon.2024.e24798. eCollection 2024 Feb 15.
The purpose of this research was to develop and validate the first prognostic nomograms for 3-, 5-, and 10-year cancer-specific survival (CSS) and overall survival (OS) in patients diagnosed with locally advanced thyroid cancer (LATC) by evaluating independent predictors of prognosis in a population of LATC patients.
Demographics, clinicopathologic characteristics, treatment, and follow-up of 2396 LATC patients in the surveillance, epidemiology, and end results database from 2004 to 2015 were retrospectively analyzed and compared with patients with LATC according to staging. We randomized all LATC patients into training and validation groups in a 7:3 ratio. Cox regression analyses helped us to derive independent prognostic factors for LATC patients. According to these results, we established and validated the first prognostic nomograms and risk stratification.
In our research, the clinical information of LATC patients was compared and significant differences were found in the relevant variables including CSS and OS (P < 0.05), with CSS of 82.0 % and 49.0 %, and OS of 70.6 % and 40.0 %, respectively. Cox regression analyses showed that age at diagnosis, tumor diameter, presence of DM, extrathyroidal extension sites, histological type, thyroidectomy scope, radiotherapy status, and chronological sequence of radiotherapy and surgery were observably correlated with CSS in LATC patients, and in addition to the above factors, gender, marital status, and chemotherapy status were also observably correlated with OS in LATC patients. The prognostic predictive power of the above factors is visualized by the Kaplan-Meier survival curve. The concordance index of nomograms for CSS and OS were 0.933, 0.925, and 0.926 (CSS), 0.918, 0.909, and 0.906 (OS), respectively, and the time-dependent receiver operating characteristic curve, area under curve, calibration curve and decision curve analysis curve indicate that the nomograms have good discriminatory ability, accuracy and clinical applicability in both the training and validation groups.
In these findings, we drawed a conclusion that there were significant differences in clinical information between patients with T4a and T4b LATC, and we established and validated the first prognostic nomograms and risk stratification of CSS and OS for LATC patients at 3, 5, and 10 years, which will help clinicians to individualize their postoperative treatment and individualized follow-up.
本研究的目的是通过评估局部晚期甲状腺癌(LATC)患者群体中的独立预后预测因素,开发并验证首个针对LATC患者3年、5年和10年癌症特异性生存(CSS)及总生存(OS)的预后列线图。
回顾性分析2004年至2015年监测、流行病学和最终结果数据库中2396例LATC患者的人口统计学、临床病理特征、治疗及随访情况,并根据分期与LATC患者进行比较。我们将所有LATC患者按7:3的比例随机分为训练组和验证组。Cox回归分析帮助我们得出LATC患者的独立预后因素。根据这些结果,我们建立并验证了首个预后列线图和风险分层。
在我们的研究中,对LATC患者的临床信息进行了比较,发现包括CSS和OS在内的相关变量存在显著差异(P < 0.05),CSS分别为82.0%和49.0%,OS分别为70.6%和40.0%。Cox回归分析表明,诊断时年龄、肿瘤直径、糖尿病的存在、甲状腺外扩展部位、组织学类型、甲状腺切除范围、放疗状态以及放疗和手术的时间顺序与LATC患者的CSS显著相关,除上述因素外,性别、婚姻状况和化疗状态也与LATC患者的OS显著相关。上述因素的预后预测能力通过Kaplan-Meier生存曲线直观显示。CSS和OS列线图的一致性指数分别为0.933、0.925和0.926(CSS),0.918、0.909和0.906(OS),时间依赖性受试者工作特征曲线、曲线下面积、校准曲线和决策曲线分析曲线表明,列线图在训练组和验证组中均具有良好的鉴别能力、准确性和临床适用性。
基于这些发现,我们得出结论,T4a和T4b LATC患者的临床信息存在显著差异,我们建立并验证了首个针对LATC患者3年、5年和10年CSS和OS的预后列线图及风险分层,这将有助于临床医生实现术后治疗个体化和随访个体化。