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Cervical lymph node metastasis prediction of postoperative papillary thyroid carcinoma before (131)I therapy based on clinical and ultrasound characteristics
BACKGROUND: The status of lymph nodes is crucial to determine the dose of radioiodine-131((131)I) for postoperative papillary thyroid carcinoma (PTC). We aimed to develop a nomogram for predicting residual and recurrent cervical lymph node metastasis (CLNM) in postoperative PTC before (131)I therapy...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9982841/ https://www.ncbi.nlm.nih.gov/pubmed/36875475 http://dx.doi.org/10.3389/fendo.2023.1122517 |
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author | Yu, Fei Wu, Wenyu Zhang, Liuting Li, Shaohua Yao, Xiaochen Wang, Jun Ni, Yudan Meng, Qingle Yang, Rui Wang, Feng Shi, Liang |
author_facet | Yu, Fei Wu, Wenyu Zhang, Liuting Li, Shaohua Yao, Xiaochen Wang, Jun Ni, Yudan Meng, Qingle Yang, Rui Wang, Feng Shi, Liang |
author_sort | Yu, Fei |
collection | PubMed |
description | BACKGROUND: The status of lymph nodes is crucial to determine the dose of radioiodine-131((131)I) for postoperative papillary thyroid carcinoma (PTC). We aimed to develop a nomogram for predicting residual and recurrent cervical lymph node metastasis (CLNM) in postoperative PTC before (131)I therapy. METHOD: Data from 612 postoperative PTC patients who underwent (131)I therapy from May 2019 to December 2020 were retrospectively analyzed. Clinical and ultrasound features were collected. Univariate and multivariate logistic regression analyses were performed to determine the risk factors of CLNM. Receiver operating characteristic (ROC) analysis was used to weigh the discrimination of prediction models. To generate nomograms, models with high area under the curves (AUC) were selected. Bootstrap internal validation, calibration curves and decision curves were used to assess the prediction model’s discrimination, calibration, and clinical usefulness. RESULTS: A total of 18.79% (115/612) of postoperative PTC patients had CLNM. Univariate logistic regression analysis found serum thyroglobulin (Tg), serum thyroglobulin antibodies (TgAb), overall ultrasound diagnosis and seven ultrasound features (aspect transverse ratio, cystic change, microcalcification, mass hyperecho, echogenicity, lymphatic hilum structure and vascularity) were significantly associated with CLNM. Multivariate analysis revealed higher Tg, higher TgAb, positive overall ultrasound and ultrasound features such as aspect transverse ratio ≥ 2, microcalcification, heterogeneous echogenicity, absence of lymphatic hilum structure and abundant vascularity were independent risk factors for CLNM. ROC analysis showed the use of Tg and TgAb combined with ultrasound (AUC = 0.903 for “Tg+TgAb+Overall ultrasound” model, AUC = 0.921 for “Tg+TgAb+Seven ultrasound features” model) was superior to any single variant. Nomograms constructed for the above two models were validated internally and the C-index were 0.899 and 0.914, respectively. Calibration curves showed satisfied discrimination and calibration of the two nomograms. DCA also proved that the two nomograms were clinically useful. CONCLUSION: Through the two accurate and easy-to-use nomograms, the possibility of CLNM can be objectively quantified before (131)I therapy. Clinicians can use the nomograms to evaluate the status of lymph nodes in postoperative PTC patients and consider a higher dose of (131)I for those with high scores. |
format | Online Article Text |
id | pubmed-9982841 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99828412023-03-04 Cervical lymph node metastasis prediction of postoperative papillary thyroid carcinoma before (131)I therapy based on clinical and ultrasound characteristics Yu, Fei Wu, Wenyu Zhang, Liuting Li, Shaohua Yao, Xiaochen Wang, Jun Ni, Yudan Meng, Qingle Yang, Rui Wang, Feng Shi, Liang Front Endocrinol (Lausanne) Endocrinology BACKGROUND: The status of lymph nodes is crucial to determine the dose of radioiodine-131((131)I) for postoperative papillary thyroid carcinoma (PTC). We aimed to develop a nomogram for predicting residual and recurrent cervical lymph node metastasis (CLNM) in postoperative PTC before (131)I therapy. METHOD: Data from 612 postoperative PTC patients who underwent (131)I therapy from May 2019 to December 2020 were retrospectively analyzed. Clinical and ultrasound features were collected. Univariate and multivariate logistic regression analyses were performed to determine the risk factors of CLNM. Receiver operating characteristic (ROC) analysis was used to weigh the discrimination of prediction models. To generate nomograms, models with high area under the curves (AUC) were selected. Bootstrap internal validation, calibration curves and decision curves were used to assess the prediction model’s discrimination, calibration, and clinical usefulness. RESULTS: A total of 18.79% (115/612) of postoperative PTC patients had CLNM. Univariate logistic regression analysis found serum thyroglobulin (Tg), serum thyroglobulin antibodies (TgAb), overall ultrasound diagnosis and seven ultrasound features (aspect transverse ratio, cystic change, microcalcification, mass hyperecho, echogenicity, lymphatic hilum structure and vascularity) were significantly associated with CLNM. Multivariate analysis revealed higher Tg, higher TgAb, positive overall ultrasound and ultrasound features such as aspect transverse ratio ≥ 2, microcalcification, heterogeneous echogenicity, absence of lymphatic hilum structure and abundant vascularity were independent risk factors for CLNM. ROC analysis showed the use of Tg and TgAb combined with ultrasound (AUC = 0.903 for “Tg+TgAb+Overall ultrasound” model, AUC = 0.921 for “Tg+TgAb+Seven ultrasound features” model) was superior to any single variant. Nomograms constructed for the above two models were validated internally and the C-index were 0.899 and 0.914, respectively. Calibration curves showed satisfied discrimination and calibration of the two nomograms. DCA also proved that the two nomograms were clinically useful. CONCLUSION: Through the two accurate and easy-to-use nomograms, the possibility of CLNM can be objectively quantified before (131)I therapy. Clinicians can use the nomograms to evaluate the status of lymph nodes in postoperative PTC patients and consider a higher dose of (131)I for those with high scores. Frontiers Media S.A. 2023-02-17 /pmc/articles/PMC9982841/ /pubmed/36875475 http://dx.doi.org/10.3389/fendo.2023.1122517 Text en Copyright © 2023 Yu, Wu, Zhang, Li, Yao, Wang, Ni, Meng, Yang, Wang and Shi https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Yu, Fei Wu, Wenyu Zhang, Liuting Li, Shaohua Yao, Xiaochen Wang, Jun Ni, Yudan Meng, Qingle Yang, Rui Wang, Feng Shi, Liang Cervical lymph node metastasis prediction of postoperative papillary thyroid carcinoma before (131)I therapy based on clinical and ultrasound characteristics |
title | Cervical lymph node metastasis prediction of postoperative papillary thyroid carcinoma before (131)I therapy based on clinical and ultrasound characteristics |
title_full | Cervical lymph node metastasis prediction of postoperative papillary thyroid carcinoma before (131)I therapy based on clinical and ultrasound characteristics |
title_fullStr | Cervical lymph node metastasis prediction of postoperative papillary thyroid carcinoma before (131)I therapy based on clinical and ultrasound characteristics |
title_full_unstemmed | Cervical lymph node metastasis prediction of postoperative papillary thyroid carcinoma before (131)I therapy based on clinical and ultrasound characteristics |
title_short | Cervical lymph node metastasis prediction of postoperative papillary thyroid carcinoma before (131)I therapy based on clinical and ultrasound characteristics |
title_sort | cervical lymph node metastasis prediction of postoperative papillary thyroid carcinoma before (131)i therapy based on clinical and ultrasound characteristics |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9982841/ https://www.ncbi.nlm.nih.gov/pubmed/36875475 http://dx.doi.org/10.3389/fendo.2023.1122517 |
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