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Prognosis-Predicting Model Based on [(18)F]fluorodeoxyglucose PET Metabolic Parameters in Locally Advanced Cervical Cancer Patients Treated with Concurrent Chemoradiotherapy: Multi-Center Retrospective Study
This study aimed to develop a prognosis-predicting model based on [(18)F]fluorodeoxyglucose positron emission tomography/computed tomography ((18)F-FDG PET/CT) and clinicopathologic factors in locally advanced cervical cancer patients treated with concurrent chemoradiotherapy (CCRT). The medical rec...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7074470/ https://www.ncbi.nlm.nih.gov/pubmed/32033340 http://dx.doi.org/10.3390/jcm9020427 |
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author | Lee, Won Kee Chong, Gun Oh Jeong, Shin Young Lee, Hyun Jung Park, Shin-Hyung Ryu, Jung Min Choi, Youn Seok Kang, Sungmin Koo, Yu-Jin Lee, Dae Hyung Kong, Eunjung Lee, Sang-Woo |
author_facet | Lee, Won Kee Chong, Gun Oh Jeong, Shin Young Lee, Hyun Jung Park, Shin-Hyung Ryu, Jung Min Choi, Youn Seok Kang, Sungmin Koo, Yu-Jin Lee, Dae Hyung Kong, Eunjung Lee, Sang-Woo |
author_sort | Lee, Won Kee |
collection | PubMed |
description | This study aimed to develop a prognosis-predicting model based on [(18)F]fluorodeoxyglucose positron emission tomography/computed tomography ((18)F-FDG PET/CT) and clinicopathologic factors in locally advanced cervical cancer patients treated with concurrent chemoradiotherapy (CCRT). The medical records of 270 locally advanced cervical cancer patients who were treated with CCRT were collected from three institutions and reviewed retrospectively. A nomogram was used for predicting 2-year disease-free survival (DFS) and 5-year overall survival (OS) based on Cox proportional hazards regression. Predictor variables included nodal maximum standardized uptake value (SUVmax), primary tumor SUVmax, age, tumor size, stage, serum squamous cell carcinoma antigen level, and human papillomavirus status. Internal nomogram validation was performed. A nomogram for predicting the 2-year DFS and 5-year OS was constructed using six and seven parameters, respectively. With a focus on 2-year DFS, our model found nodal SUVmax to be the highest weighted negative prognostic factor. With a focus on 5-year OS, young age was the highest weighted negative prognostic factor. The concordance index was 0.75 and 0.78 for the 2-year DFS and 5-year OS, respectively. This nomogram is a predictive tool that can be used to counsel patients for predicting survival outcomes. Moreover, our prognosis-predicting model may make it possible to personalize treatment. |
format | Online Article Text |
id | pubmed-7074470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-70744702020-03-20 Prognosis-Predicting Model Based on [(18)F]fluorodeoxyglucose PET Metabolic Parameters in Locally Advanced Cervical Cancer Patients Treated with Concurrent Chemoradiotherapy: Multi-Center Retrospective Study Lee, Won Kee Chong, Gun Oh Jeong, Shin Young Lee, Hyun Jung Park, Shin-Hyung Ryu, Jung Min Choi, Youn Seok Kang, Sungmin Koo, Yu-Jin Lee, Dae Hyung Kong, Eunjung Lee, Sang-Woo J Clin Med Article This study aimed to develop a prognosis-predicting model based on [(18)F]fluorodeoxyglucose positron emission tomography/computed tomography ((18)F-FDG PET/CT) and clinicopathologic factors in locally advanced cervical cancer patients treated with concurrent chemoradiotherapy (CCRT). The medical records of 270 locally advanced cervical cancer patients who were treated with CCRT were collected from three institutions and reviewed retrospectively. A nomogram was used for predicting 2-year disease-free survival (DFS) and 5-year overall survival (OS) based on Cox proportional hazards regression. Predictor variables included nodal maximum standardized uptake value (SUVmax), primary tumor SUVmax, age, tumor size, stage, serum squamous cell carcinoma antigen level, and human papillomavirus status. Internal nomogram validation was performed. A nomogram for predicting the 2-year DFS and 5-year OS was constructed using six and seven parameters, respectively. With a focus on 2-year DFS, our model found nodal SUVmax to be the highest weighted negative prognostic factor. With a focus on 5-year OS, young age was the highest weighted negative prognostic factor. The concordance index was 0.75 and 0.78 for the 2-year DFS and 5-year OS, respectively. This nomogram is a predictive tool that can be used to counsel patients for predicting survival outcomes. Moreover, our prognosis-predicting model may make it possible to personalize treatment. MDPI 2020-02-05 /pmc/articles/PMC7074470/ /pubmed/32033340 http://dx.doi.org/10.3390/jcm9020427 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Lee, Won Kee Chong, Gun Oh Jeong, Shin Young Lee, Hyun Jung Park, Shin-Hyung Ryu, Jung Min Choi, Youn Seok Kang, Sungmin Koo, Yu-Jin Lee, Dae Hyung Kong, Eunjung Lee, Sang-Woo Prognosis-Predicting Model Based on [(18)F]fluorodeoxyglucose PET Metabolic Parameters in Locally Advanced Cervical Cancer Patients Treated with Concurrent Chemoradiotherapy: Multi-Center Retrospective Study |
title | Prognosis-Predicting Model Based on [(18)F]fluorodeoxyglucose PET Metabolic Parameters in Locally Advanced Cervical Cancer Patients Treated with Concurrent Chemoradiotherapy: Multi-Center Retrospective Study |
title_full | Prognosis-Predicting Model Based on [(18)F]fluorodeoxyglucose PET Metabolic Parameters in Locally Advanced Cervical Cancer Patients Treated with Concurrent Chemoradiotherapy: Multi-Center Retrospective Study |
title_fullStr | Prognosis-Predicting Model Based on [(18)F]fluorodeoxyglucose PET Metabolic Parameters in Locally Advanced Cervical Cancer Patients Treated with Concurrent Chemoradiotherapy: Multi-Center Retrospective Study |
title_full_unstemmed | Prognosis-Predicting Model Based on [(18)F]fluorodeoxyglucose PET Metabolic Parameters in Locally Advanced Cervical Cancer Patients Treated with Concurrent Chemoradiotherapy: Multi-Center Retrospective Study |
title_short | Prognosis-Predicting Model Based on [(18)F]fluorodeoxyglucose PET Metabolic Parameters in Locally Advanced Cervical Cancer Patients Treated with Concurrent Chemoradiotherapy: Multi-Center Retrospective Study |
title_sort | prognosis-predicting model based on [(18)f]fluorodeoxyglucose pet metabolic parameters in locally advanced cervical cancer patients treated with concurrent chemoradiotherapy: multi-center retrospective study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7074470/ https://www.ncbi.nlm.nih.gov/pubmed/32033340 http://dx.doi.org/10.3390/jcm9020427 |
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