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Establishment and validation of the scoring system for preoperative prediction of central lymph node metastasis in papillary thyroid carcinoma
Early preoperative diagnosis of central lymph node metastasis (CNM) is crucial to improve survival rates among patients with papillary thyroid carcinoma (PTC). Here, we analyzed clinical data from 2862 PTC patients and developed a scoring system using multivariable logistic regression and testified...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5934378/ https://www.ncbi.nlm.nih.gov/pubmed/29725017 http://dx.doi.org/10.1038/s41598-018-24668-6 |
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author | Liu, Wen Cheng, Ruochuan Ma, Yunhai Wang, Dan Su, Yanjun Diao, Chang Zhang, Jianming Qian, Jun Liu, Jin |
author_facet | Liu, Wen Cheng, Ruochuan Ma, Yunhai Wang, Dan Su, Yanjun Diao, Chang Zhang, Jianming Qian, Jun Liu, Jin |
author_sort | Liu, Wen |
collection | PubMed |
description | Early preoperative diagnosis of central lymph node metastasis (CNM) is crucial to improve survival rates among patients with papillary thyroid carcinoma (PTC). Here, we analyzed clinical data from 2862 PTC patients and developed a scoring system using multivariable logistic regression and testified by the validation group. The predictive diagnostic effectiveness of the scoring system was evaluated based on consistency, discrimination ability, and accuracy. The scoring system considered seven variables: gender, age, tumor size, microcalcification, resistance index >0.7, multiple nodular lesions, and extrathyroid extension. The area under the receiver operating characteristic curve (AUC) was 0.742, indicating a good discrimination. Using 5 points as a diagnostic threshold, the validation results for validation group had an AUC of 0.758, indicating good discrimination and consistency in the scoring system. The sensitivity of this predictive model for preoperative diagnosis of CNM was 4 times higher than a direct ultrasound diagnosis. These data indicate that the CNM prediction model would improve preoperative diagnostic sensitivity for CNM in patients with papillary thyroid carcinoma. |
format | Online Article Text |
id | pubmed-5934378 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-59343782018-05-10 Establishment and validation of the scoring system for preoperative prediction of central lymph node metastasis in papillary thyroid carcinoma Liu, Wen Cheng, Ruochuan Ma, Yunhai Wang, Dan Su, Yanjun Diao, Chang Zhang, Jianming Qian, Jun Liu, Jin Sci Rep Article Early preoperative diagnosis of central lymph node metastasis (CNM) is crucial to improve survival rates among patients with papillary thyroid carcinoma (PTC). Here, we analyzed clinical data from 2862 PTC patients and developed a scoring system using multivariable logistic regression and testified by the validation group. The predictive diagnostic effectiveness of the scoring system was evaluated based on consistency, discrimination ability, and accuracy. The scoring system considered seven variables: gender, age, tumor size, microcalcification, resistance index >0.7, multiple nodular lesions, and extrathyroid extension. The area under the receiver operating characteristic curve (AUC) was 0.742, indicating a good discrimination. Using 5 points as a diagnostic threshold, the validation results for validation group had an AUC of 0.758, indicating good discrimination and consistency in the scoring system. The sensitivity of this predictive model for preoperative diagnosis of CNM was 4 times higher than a direct ultrasound diagnosis. These data indicate that the CNM prediction model would improve preoperative diagnostic sensitivity for CNM in patients with papillary thyroid carcinoma. Nature Publishing Group UK 2018-05-03 /pmc/articles/PMC5934378/ /pubmed/29725017 http://dx.doi.org/10.1038/s41598-018-24668-6 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Liu, Wen Cheng, Ruochuan Ma, Yunhai Wang, Dan Su, Yanjun Diao, Chang Zhang, Jianming Qian, Jun Liu, Jin Establishment and validation of the scoring system for preoperative prediction of central lymph node metastasis in papillary thyroid carcinoma |
title | Establishment and validation of the scoring system for preoperative prediction of central lymph node metastasis in papillary thyroid carcinoma |
title_full | Establishment and validation of the scoring system for preoperative prediction of central lymph node metastasis in papillary thyroid carcinoma |
title_fullStr | Establishment and validation of the scoring system for preoperative prediction of central lymph node metastasis in papillary thyroid carcinoma |
title_full_unstemmed | Establishment and validation of the scoring system for preoperative prediction of central lymph node metastasis in papillary thyroid carcinoma |
title_short | Establishment and validation of the scoring system for preoperative prediction of central lymph node metastasis in papillary thyroid carcinoma |
title_sort | establishment and validation of the scoring system for preoperative prediction of central lymph node metastasis in papillary thyroid carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5934378/ https://www.ncbi.nlm.nih.gov/pubmed/29725017 http://dx.doi.org/10.1038/s41598-018-24668-6 |
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