Development and validation of a lung metastases-predicting nomogram for intermediate- to high-risk differentiated thyroid carcinoma patients

被引:1
作者
Ma, Wenhui [1 ]
Yu, Feng [1 ]
Chen, Bowen [1 ]
Yang, Zhiping [1 ]
Kang, Fei [1 ]
Li, Xiang [1 ]
Yang, Weidong [1 ]
Wang, Jing [1 ]
机构
[1] Fourth Mil Med Univ, Xijing Hosp, Dept Nucl Med, 127, Changle West Rd, Xian 710000, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
calibration curve; DCA curve; differentiated thyroid carcinoma; early diagnosis; lung metastases; nomogram; prediction model; prognosis; radioiodine therapy; ROC curve; SERUM THYROGLOBULIN LEVELS; PROGNOSTIC-FACTORS; BRAF(V600E) MUTATION; DISTANT METASTASES; STIMULATED THYROGLOBULIN; PULMONARY METASTASIS; RADIOIODINE THERAPY; CANCER; PAPILLARY; ASSOCIATION;
D O I
10.1080/14796694.2024.2354161
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Aim: This research aimed to construct a clinical model for forecasting the likelihood of lung metastases in differentiated thyroid carcinoma (DTC) with intermediate- to high-risk. Methods: In this study, 375 DTC patients at intermediate to high risk were included. They were randomly divided into a training set (70%) and a validation set (30%). A nomogram was created using the training group and then validated in the validation set using calibration, decision curve analysis (DCA) and receiver operating characteristic (ROC) curve. Results: The calibration curves demonstrated excellent consistency between the predicted and the actual probability. ROC analysis showed that the area under the curve in the training cohort was 0.865 and 0.845 in the validation cohort. Also, the DCA curve indicated that this nomogram had good clinical utility. Conclusion: A user-friendly nomogram was constructed to predict the lung metastases probability with a high net benefit.
引用
收藏
页码:1575 / 1586
页数:12
相关论文
共 41 条
[1]   Nomograms in oncology: more than meets the eye [J].
Balachandran, Vinod P. ;
Gonen, Mithat ;
Smith, J. Joshua ;
DeMatteo, Ronald P. .
LANCET ONCOLOGY, 2015, 16 (04) :E173-E180
[2]   DISTANT METASTASES IN DIFFERENTIATED THYROID-CANCER - LONG-TERM RESULTS OF RADIOIODINE TREATMENT AND STATISTICAL-ANALYSIS OF PROGNOSTIC FACTORS IN 214 PATIENTS [J].
CASARA, D ;
RUBELLO, D ;
SALADINI, G ;
GALLO, V ;
MASAROTTO, G ;
BUSNARDO, B .
TUMORI, 1991, 77 (05) :432-436
[3]   Long-Term Prognosis of Differentiated Thyroid Cancer with Lung Metastasis in Korea and Its Prognostic Factors [J].
Cho, Sun Wook ;
Choi, Hoon Sung ;
Yeom, Gye Jeong ;
Lim, Jung Ah ;
Moon, Jae Hoon ;
Park, Do Joon ;
Chung, June-Key ;
Cho, Bo Youn ;
Yi, Ka Hee ;
Park, Young Joo .
THYROID, 2014, 24 (02) :277-286
[4]   Lung metastases from differentiated thyroid carcinoma: prognostic factors related to remission and disease-free survival [J].
Chopra, Saurav ;
Garg, Aayushi ;
Ballal, Sanjana ;
Bal, Chandrasekhar S. .
CLINICAL ENDOCRINOLOGY, 2015, 82 (03) :445-452
[5]  
Couto JS, 2020, BRAZ J MED BIOL RES, V53, DOI [10.1590/1414-431x20209781, 10.1590/1414-431X20209781]
[6]   Long-term outcome of 444 patients with distant metastases from papillary and follicular thyroid carcinoma: Benefits and limits of radioiodine therapy [J].
Durante, C. ;
Haddy, N. ;
Baudin, E. ;
Leboulleux, S. ;
Hartl, D. ;
Travagli, J. P. ;
Caillou, B. ;
Ricard, M. ;
Lumbroso, J. D. ;
De Vathaire, F. ;
Schlumberger, M. .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2006, 91 (08) :2892-2899
[7]   BRAFV600E mutation and outcome of patients with papillary thyroid carcinoma:: A 15-year median follow-up study [J].
Elisei, Rossella ;
Ugolini, Clara ;
Viola, David ;
Lupi, Cristiana ;
Biagini, Agnese ;
Giannini, Riccardo ;
Romei, Cristina ;
Miccoli, Paolo ;
Pinchera, Aldo ;
Basolo, Fulvio .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2008, 93 (10) :3943-3949
[8]   2015 American Thyroid Association Management Guidelines for Adult Patients with Thyroid Nodules and Differentiated Thyroid Cancer The American Thyroid Association Guidelines Task Force on Thyroid Nodules and Differentiated Thyroid Cancer [J].
Haugen, Bryan R. ;
Alexander, Erik K. ;
Bible, Keith C. ;
Doherty, Gerard M. ;
Mandel, Susan J. ;
Nikiforov, Yuri E. ;
Pacini, Furio ;
Randolph, Gregory W. ;
Sawka, Anna M. ;
Schlumberger, Martin ;
Schuff, Kathryn G. ;
Sherman, Steven I. ;
Sosa, Julie Ann ;
Steward, David L. ;
Tuttle, R. Michael ;
Wartofsky, Leonard .
THYROID, 2016, 26 (01) :1-133
[9]   How to build and interpret a nomogram for cancer prognosis [J].
Iasonos, Alexia ;
Schrag, Deborah ;
Raj, Ganesh V. ;
Panageas, Katherine S. .
JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (08) :1364-1370
[10]   The prevalence and prognostic value of BRAF mutation in thyroid cancer [J].
Kebebew, Electron ;
Weng, Julie ;
Bauer, Juergen ;
Ranvier, Gustavo ;
Clark, Orlo H. ;
Duh, Quan-Yang ;
Shibru, Daniel ;
Bastian, Boris ;
Griffin, Ann .
ANNALS OF SURGERY, 2007, 246 (03) :466-471