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Establishment and validation of a nomogram to predict structural incomplete response in papillary thyroid carcinoma patients: a retrospective study
OBJECTIVE: To identify risk factors related to structural incomplete response (SIR) in papillary thyroid carcinoma (PTC) and develop a nomogram for PTC patients. METHODS: In this respective study, clinical, ultrasonic, and pathological data of PTC patients treated at our institute between 2016 and 2...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9893078/ https://www.ncbi.nlm.nih.gov/pubmed/36688452 http://dx.doi.org/10.1177/03000605221149880 |
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author | Geng, Chenchen Tian, Shuxu Gao, Xiaoqian Li, Xiaoguang Ru, Qi Zhang, Ping |
author_facet | Geng, Chenchen Tian, Shuxu Gao, Xiaoqian Li, Xiaoguang Ru, Qi Zhang, Ping |
author_sort | Geng, Chenchen |
collection | PubMed |
description | OBJECTIVE: To identify risk factors related to structural incomplete response (SIR) in papillary thyroid carcinoma (PTC) and develop a nomogram for PTC patients. METHODS: In this respective study, clinical, ultrasonic, and pathological data of PTC patients treated at our institute between 2016 and 2020 were analyzed. Patients were randomly split into training and validation sets at a ratio of 7:3. Multivariate Cox regression analysis was conducted to determine independent prognostic factors. On the basis of these factors, a nomogram was built to predict SIR. P value, concordance index, calibration plots and decision curve analysis were used to evaluate the model. RESULTS: Multivariate Cox regression analysis showed that BRAF V600E status, lymph node metastasis, sex, tumor size, margin, and surgical procedure were independent prognostic factors. In the validation set, the concordance index of the nomogram was 0.774 (95% confidence interval: 0.703–0.845). Calibration plots at 3 and 5 years showed no apparent difference between predicted SIR probability and the actual SIR proportion. Additionally, the nomogram had good net clinical benefit according to the decision curve analysis compared with cases that were treat-all or treat-none. CONCLUSION: We build a nomogram to predict individualized outcomes and help postoperative surveillance in PTC patients. |
format | Online Article Text |
id | pubmed-9893078 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-98930782023-02-03 Establishment and validation of a nomogram to predict structural incomplete response in papillary thyroid carcinoma patients: a retrospective study Geng, Chenchen Tian, Shuxu Gao, Xiaoqian Li, Xiaoguang Ru, Qi Zhang, Ping J Int Med Res Retrospective Clinical Research Report OBJECTIVE: To identify risk factors related to structural incomplete response (SIR) in papillary thyroid carcinoma (PTC) and develop a nomogram for PTC patients. METHODS: In this respective study, clinical, ultrasonic, and pathological data of PTC patients treated at our institute between 2016 and 2020 were analyzed. Patients were randomly split into training and validation sets at a ratio of 7:3. Multivariate Cox regression analysis was conducted to determine independent prognostic factors. On the basis of these factors, a nomogram was built to predict SIR. P value, concordance index, calibration plots and decision curve analysis were used to evaluate the model. RESULTS: Multivariate Cox regression analysis showed that BRAF V600E status, lymph node metastasis, sex, tumor size, margin, and surgical procedure were independent prognostic factors. In the validation set, the concordance index of the nomogram was 0.774 (95% confidence interval: 0.703–0.845). Calibration plots at 3 and 5 years showed no apparent difference between predicted SIR probability and the actual SIR proportion. Additionally, the nomogram had good net clinical benefit according to the decision curve analysis compared with cases that were treat-all or treat-none. CONCLUSION: We build a nomogram to predict individualized outcomes and help postoperative surveillance in PTC patients. SAGE Publications 2023-01-23 /pmc/articles/PMC9893078/ /pubmed/36688452 http://dx.doi.org/10.1177/03000605221149880 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc/4.0/Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Retrospective Clinical Research Report Geng, Chenchen Tian, Shuxu Gao, Xiaoqian Li, Xiaoguang Ru, Qi Zhang, Ping Establishment and validation of a nomogram to predict structural incomplete response in papillary thyroid carcinoma patients: a retrospective study |
title | Establishment and validation of a nomogram to predict structural incomplete response in papillary thyroid carcinoma patients: a retrospective study |
title_full | Establishment and validation of a nomogram to predict structural incomplete response in papillary thyroid carcinoma patients: a retrospective study |
title_fullStr | Establishment and validation of a nomogram to predict structural incomplete response in papillary thyroid carcinoma patients: a retrospective study |
title_full_unstemmed | Establishment and validation of a nomogram to predict structural incomplete response in papillary thyroid carcinoma patients: a retrospective study |
title_short | Establishment and validation of a nomogram to predict structural incomplete response in papillary thyroid carcinoma patients: a retrospective study |
title_sort | establishment and validation of a nomogram to predict structural incomplete response in papillary thyroid carcinoma patients: a retrospective study |
topic | Retrospective Clinical Research Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9893078/ https://www.ncbi.nlm.nih.gov/pubmed/36688452 http://dx.doi.org/10.1177/03000605221149880 |
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