Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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
_version_ 1783506840782372864
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
work_keys_str_mv AT leewonkee prognosispredictingmodelbasedon18ffluorodeoxyglucosepetmetabolicparametersinlocallyadvancedcervicalcancerpatientstreatedwithconcurrentchemoradiotherapymulticenterretrospectivestudy
AT chonggunoh prognosispredictingmodelbasedon18ffluorodeoxyglucosepetmetabolicparametersinlocallyadvancedcervicalcancerpatientstreatedwithconcurrentchemoradiotherapymulticenterretrospectivestudy
AT jeongshinyoung prognosispredictingmodelbasedon18ffluorodeoxyglucosepetmetabolicparametersinlocallyadvancedcervicalcancerpatientstreatedwithconcurrentchemoradiotherapymulticenterretrospectivestudy
AT leehyunjung prognosispredictingmodelbasedon18ffluorodeoxyglucosepetmetabolicparametersinlocallyadvancedcervicalcancerpatientstreatedwithconcurrentchemoradiotherapymulticenterretrospectivestudy
AT parkshinhyung prognosispredictingmodelbasedon18ffluorodeoxyglucosepetmetabolicparametersinlocallyadvancedcervicalcancerpatientstreatedwithconcurrentchemoradiotherapymulticenterretrospectivestudy
AT ryujungmin prognosispredictingmodelbasedon18ffluorodeoxyglucosepetmetabolicparametersinlocallyadvancedcervicalcancerpatientstreatedwithconcurrentchemoradiotherapymulticenterretrospectivestudy
AT choiyounseok prognosispredictingmodelbasedon18ffluorodeoxyglucosepetmetabolicparametersinlocallyadvancedcervicalcancerpatientstreatedwithconcurrentchemoradiotherapymulticenterretrospectivestudy
AT kangsungmin prognosispredictingmodelbasedon18ffluorodeoxyglucosepetmetabolicparametersinlocallyadvancedcervicalcancerpatientstreatedwithconcurrentchemoradiotherapymulticenterretrospectivestudy
AT kooyujin prognosispredictingmodelbasedon18ffluorodeoxyglucosepetmetabolicparametersinlocallyadvancedcervicalcancerpatientstreatedwithconcurrentchemoradiotherapymulticenterretrospectivestudy
AT leedaehyung prognosispredictingmodelbasedon18ffluorodeoxyglucosepetmetabolicparametersinlocallyadvancedcervicalcancerpatientstreatedwithconcurrentchemoradiotherapymulticenterretrospectivestudy
AT kongeunjung prognosispredictingmodelbasedon18ffluorodeoxyglucosepetmetabolicparametersinlocallyadvancedcervicalcancerpatientstreatedwithconcurrentchemoradiotherapymulticenterretrospectivestudy
AT leesangwoo prognosispredictingmodelbasedon18ffluorodeoxyglucosepetmetabolicparametersinlocallyadvancedcervicalcancerpatientstreatedwithconcurrentchemoradiotherapymulticenterretrospectivestudy