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A nomogram to predict lateral lymph node metastases in lateral neck in patients with medullary thyroid cancer
BACKGROUND: Medullary thyroid cancer (MTC) can only be cured by surgery, but the management of lateral lymph nodes is controversial, especially for patients with cN0+cN1a. To address this challenge, we developed a multivariate logistic regression model to predict lateral lymph node metastases (LNM)....
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9424632/ https://www.ncbi.nlm.nih.gov/pubmed/36051385 http://dx.doi.org/10.3389/fendo.2022.902546 |
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author | Jin, Lichao Zhang, Xiwei Ni, Song Yan, Dangui Wang, Minjie Li, Zhengjiang Liu, Shaoyan An, Changming |
author_facet | Jin, Lichao Zhang, Xiwei Ni, Song Yan, Dangui Wang, Minjie Li, Zhengjiang Liu, Shaoyan An, Changming |
author_sort | Jin, Lichao |
collection | PubMed |
description | BACKGROUND: Medullary thyroid cancer (MTC) can only be cured by surgery, but the management of lateral lymph nodes is controversial, especially for patients with cN0+cN1a. To address this challenge, we developed a multivariate logistic regression model to predict lateral lymph node metastases (LNM). METHODS: We retrospectively collected clinical data from 124 consecutive MTC patients who underwent initial surgery at our institution. The data of 82 patients (from 2010 to 2018) and 42 patients (from January 2019 to November 2019) were used as the training set for building the model and as the test set for validating the model, respectively. RESULTS: In the training group, the multivariate analyses indicated that male and MTC patients with higher preoperative basal calcitonin levels were more likely to have lateral LNM (P = 0.007 and 0.005, respectively). Multifocal lesions and suspected lateral LNM in preoperative ultrasound (US) were independent risk factors (P = 0.032 and 0.002, respectively). The identified risk factors were incorporated into a multivariate logistic regression model to generate the nomogram, which showed good discrimination (C-index = 0.963, 95% confidence interval [CI]: 0.9286–0.9972). Our model was validated with an excellent result in the test set and even superior to the training set (C-index = 0.964, 95% CI: 0.9121–1.000). CONCLUSION: Higher preoperative basal calcitonin level, male sex, multifocal lesions, and lateral lymph node involvement suspicion on US are risk factors for lateral LNM. Our model and nomogram will objectively and accurately predict lateral LNM in patients with MTC. |
format | Online Article Text |
id | pubmed-9424632 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94246322022-08-31 A nomogram to predict lateral lymph node metastases in lateral neck in patients with medullary thyroid cancer Jin, Lichao Zhang, Xiwei Ni, Song Yan, Dangui Wang, Minjie Li, Zhengjiang Liu, Shaoyan An, Changming Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Medullary thyroid cancer (MTC) can only be cured by surgery, but the management of lateral lymph nodes is controversial, especially for patients with cN0+cN1a. To address this challenge, we developed a multivariate logistic regression model to predict lateral lymph node metastases (LNM). METHODS: We retrospectively collected clinical data from 124 consecutive MTC patients who underwent initial surgery at our institution. The data of 82 patients (from 2010 to 2018) and 42 patients (from January 2019 to November 2019) were used as the training set for building the model and as the test set for validating the model, respectively. RESULTS: In the training group, the multivariate analyses indicated that male and MTC patients with higher preoperative basal calcitonin levels were more likely to have lateral LNM (P = 0.007 and 0.005, respectively). Multifocal lesions and suspected lateral LNM in preoperative ultrasound (US) were independent risk factors (P = 0.032 and 0.002, respectively). The identified risk factors were incorporated into a multivariate logistic regression model to generate the nomogram, which showed good discrimination (C-index = 0.963, 95% confidence interval [CI]: 0.9286–0.9972). Our model was validated with an excellent result in the test set and even superior to the training set (C-index = 0.964, 95% CI: 0.9121–1.000). CONCLUSION: Higher preoperative basal calcitonin level, male sex, multifocal lesions, and lateral lymph node involvement suspicion on US are risk factors for lateral LNM. Our model and nomogram will objectively and accurately predict lateral LNM in patients with MTC. Frontiers Media S.A. 2022-08-16 /pmc/articles/PMC9424632/ /pubmed/36051385 http://dx.doi.org/10.3389/fendo.2022.902546 Text en Copyright © 2022 Jin, Zhang, Ni, Yan, Wang, Li, Liu and An 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 Jin, Lichao Zhang, Xiwei Ni, Song Yan, Dangui Wang, Minjie Li, Zhengjiang Liu, Shaoyan An, Changming A nomogram to predict lateral lymph node metastases in lateral neck in patients with medullary thyroid cancer |
title | A nomogram to predict lateral lymph node metastases in lateral neck in patients with medullary thyroid cancer |
title_full | A nomogram to predict lateral lymph node metastases in lateral neck in patients with medullary thyroid cancer |
title_fullStr | A nomogram to predict lateral lymph node metastases in lateral neck in patients with medullary thyroid cancer |
title_full_unstemmed | A nomogram to predict lateral lymph node metastases in lateral neck in patients with medullary thyroid cancer |
title_short | A nomogram to predict lateral lymph node metastases in lateral neck in patients with medullary thyroid cancer |
title_sort | nomogram to predict lateral lymph node metastases in lateral neck in patients with medullary thyroid cancer |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9424632/ https://www.ncbi.nlm.nih.gov/pubmed/36051385 http://dx.doi.org/10.3389/fendo.2022.902546 |
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