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Prospective Investigation of (18)FDG-PET/MRI with Intravoxel Incoherent Motion Diffusion-Weighted Imaging to Assess Survival in Patients with Oropharyngeal or Hypopharyngeal Carcinoma

SIMPLE SUMMARY: Intravoxel incoherent motion (IVIM) diffusion-weighted imaging (DWI) is an advanced MRI technique from which both diffusion and perfusion parameters of tumor tissues can be extracted. The question as to whether (18)F-FDG PET/MRI using the IVIM-DWI technique may provide prognostic inf...

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Autores principales: Chan, Sheng-Chieh, Yeh, Chih-Hua, Ng, Shu-Hang, Lin, Chien-Yu, Wang, Jen-Hung, Chang, Joseph Tung-Chieh, Cheng, Nai-Ming, Chang, Kai-Ping, Hsieh, Jason Chia-Hsun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9775681/
https://www.ncbi.nlm.nih.gov/pubmed/36551590
http://dx.doi.org/10.3390/cancers14246104
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author Chan, Sheng-Chieh
Yeh, Chih-Hua
Ng, Shu-Hang
Lin, Chien-Yu
Wang, Jen-Hung
Chang, Joseph Tung-Chieh
Cheng, Nai-Ming
Chang, Kai-Ping
Hsieh, Jason Chia-Hsun
author_facet Chan, Sheng-Chieh
Yeh, Chih-Hua
Ng, Shu-Hang
Lin, Chien-Yu
Wang, Jen-Hung
Chang, Joseph Tung-Chieh
Cheng, Nai-Ming
Chang, Kai-Ping
Hsieh, Jason Chia-Hsun
author_sort Chan, Sheng-Chieh
collection PubMed
description SIMPLE SUMMARY: Intravoxel incoherent motion (IVIM) diffusion-weighted imaging (DWI) is an advanced MRI technique from which both diffusion and perfusion parameters of tumor tissues can be extracted. The question as to whether (18)F-FDG PET/MRI using the IVIM-DWI technique may provide prognostic information in patients with head-and-neck cancers remains unanswered. This prospective study was therefore designed to evaluate the prognostic significance of IVIM, dynamic contrast-enhanced MRI (DCE-MRI), and PET parameters derived from integrated PET/MRI in patients with oropharyngeal or hypopharyngeal squamous cell carcinomas (OHSCC). Our results indicated that metabolic tumor volume on (18)F-FDG PET and D* derived from IVIM-DWI were independent risk factors for overall survival, whereas K(trans) and iAUC derived from DCE-MRI were significant predictors of recurrence-free survival. Combining PET/MRI biomarkers with clinical risk factors aided in formulating prognostic models, which demonstrated higher accuracy in predicting overall or recurrence-free survival over the traditional TNM staging system. ABSTRACT: To prospectively investigate the prognostic value of (18)F-FDG PET/MRI in patients with oropharyngeal or hypopharyngeal squamous cell carcinomas (OHSCC) treated by chemoradiotherapy. The study cohort consisted of patients with OHSCC who had undergone integrated PET/MRI prior to chemoradiotherapy or radiotherapy. Imaging parameters derived from intravoxel incoherent motion (IVIM), dynamic contrast-enhanced MRI (DCE-MRI), and (18)F-FDG PET were analyzed in relation to overall survival (OS) and recurrence-free survival (RFS). In multivariable analysis, T classification (p < 0.001), metabolic tumor volume (p = 0.013), and pseudo-diffusion coefficient (p = 0.008) were identified as independent risk factors for OS. The volume transfer rate constant (p = 0.015), initial area under the curve (p = 0.043), T classification (p = 0.018), and N classification (p = 0.018) were significant predictors for RFS. The Harrell’s c-indices of OS and RFS obtained from prognostic models incorporating clinical and PET/MRI predictors were significantly higher than those derived from the traditional TNM staging system (p = 0.001). The combination of clinical risk factors with functional parameters derived from IVIM and DCE-MRI plus metabolic PET parameters derived from (18)F-FDG PET in integrated PET/MRI outperformed the information provided by traditional TNM staging in predicting the survival of patients with OHSCC.
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spelling pubmed-97756812022-12-23 Prospective Investigation of (18)FDG-PET/MRI with Intravoxel Incoherent Motion Diffusion-Weighted Imaging to Assess Survival in Patients with Oropharyngeal or Hypopharyngeal Carcinoma Chan, Sheng-Chieh Yeh, Chih-Hua Ng, Shu-Hang Lin, Chien-Yu Wang, Jen-Hung Chang, Joseph Tung-Chieh Cheng, Nai-Ming Chang, Kai-Ping Hsieh, Jason Chia-Hsun Cancers (Basel) Article SIMPLE SUMMARY: Intravoxel incoherent motion (IVIM) diffusion-weighted imaging (DWI) is an advanced MRI technique from which both diffusion and perfusion parameters of tumor tissues can be extracted. The question as to whether (18)F-FDG PET/MRI using the IVIM-DWI technique may provide prognostic information in patients with head-and-neck cancers remains unanswered. This prospective study was therefore designed to evaluate the prognostic significance of IVIM, dynamic contrast-enhanced MRI (DCE-MRI), and PET parameters derived from integrated PET/MRI in patients with oropharyngeal or hypopharyngeal squamous cell carcinomas (OHSCC). Our results indicated that metabolic tumor volume on (18)F-FDG PET and D* derived from IVIM-DWI were independent risk factors for overall survival, whereas K(trans) and iAUC derived from DCE-MRI were significant predictors of recurrence-free survival. Combining PET/MRI biomarkers with clinical risk factors aided in formulating prognostic models, which demonstrated higher accuracy in predicting overall or recurrence-free survival over the traditional TNM staging system. ABSTRACT: To prospectively investigate the prognostic value of (18)F-FDG PET/MRI in patients with oropharyngeal or hypopharyngeal squamous cell carcinomas (OHSCC) treated by chemoradiotherapy. The study cohort consisted of patients with OHSCC who had undergone integrated PET/MRI prior to chemoradiotherapy or radiotherapy. Imaging parameters derived from intravoxel incoherent motion (IVIM), dynamic contrast-enhanced MRI (DCE-MRI), and (18)F-FDG PET were analyzed in relation to overall survival (OS) and recurrence-free survival (RFS). In multivariable analysis, T classification (p < 0.001), metabolic tumor volume (p = 0.013), and pseudo-diffusion coefficient (p = 0.008) were identified as independent risk factors for OS. The volume transfer rate constant (p = 0.015), initial area under the curve (p = 0.043), T classification (p = 0.018), and N classification (p = 0.018) were significant predictors for RFS. The Harrell’s c-indices of OS and RFS obtained from prognostic models incorporating clinical and PET/MRI predictors were significantly higher than those derived from the traditional TNM staging system (p = 0.001). The combination of clinical risk factors with functional parameters derived from IVIM and DCE-MRI plus metabolic PET parameters derived from (18)F-FDG PET in integrated PET/MRI outperformed the information provided by traditional TNM staging in predicting the survival of patients with OHSCC. MDPI 2022-12-12 /pmc/articles/PMC9775681/ /pubmed/36551590 http://dx.doi.org/10.3390/cancers14246104 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chan, Sheng-Chieh
Yeh, Chih-Hua
Ng, Shu-Hang
Lin, Chien-Yu
Wang, Jen-Hung
Chang, Joseph Tung-Chieh
Cheng, Nai-Ming
Chang, Kai-Ping
Hsieh, Jason Chia-Hsun
Prospective Investigation of (18)FDG-PET/MRI with Intravoxel Incoherent Motion Diffusion-Weighted Imaging to Assess Survival in Patients with Oropharyngeal or Hypopharyngeal Carcinoma
title Prospective Investigation of (18)FDG-PET/MRI with Intravoxel Incoherent Motion Diffusion-Weighted Imaging to Assess Survival in Patients with Oropharyngeal or Hypopharyngeal Carcinoma
title_full Prospective Investigation of (18)FDG-PET/MRI with Intravoxel Incoherent Motion Diffusion-Weighted Imaging to Assess Survival in Patients with Oropharyngeal or Hypopharyngeal Carcinoma
title_fullStr Prospective Investigation of (18)FDG-PET/MRI with Intravoxel Incoherent Motion Diffusion-Weighted Imaging to Assess Survival in Patients with Oropharyngeal or Hypopharyngeal Carcinoma
title_full_unstemmed Prospective Investigation of (18)FDG-PET/MRI with Intravoxel Incoherent Motion Diffusion-Weighted Imaging to Assess Survival in Patients with Oropharyngeal or Hypopharyngeal Carcinoma
title_short Prospective Investigation of (18)FDG-PET/MRI with Intravoxel Incoherent Motion Diffusion-Weighted Imaging to Assess Survival in Patients with Oropharyngeal or Hypopharyngeal Carcinoma
title_sort prospective investigation of (18)fdg-pet/mri with intravoxel incoherent motion diffusion-weighted imaging to assess survival in patients with oropharyngeal or hypopharyngeal carcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9775681/
https://www.ncbi.nlm.nih.gov/pubmed/36551590
http://dx.doi.org/10.3390/cancers14246104
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