Cargando…

A comparative study of functional MRI in predicting response of regional nodes to induction chemotherapy in patients with nasopharyngeal carcinoma

PURPOSE: To identify and compare the value of functional MRI (fMRI) in predicting the early response of metastatic cervical lymph nodes (LNs) to induction chemotherapy (IC) in nasopharyngeal carcinoma (NPC) patients. METHODS: This prospective study collected 94 metastatic LNs from 40 consecutive NPC...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhao, Dawei, Fang, Xuemei, Fan, Wenjun, Meng, Lingling, Luo, Yanrong, Chen, Nanxiang, Li, Jinfeng, Zang, Xiao, Li, Meng, Guo, Xingdong, Cao, Biyang, Wu, Chenchen, Tan, Xin, Cai, Boning, Ma, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9472652/
https://www.ncbi.nlm.nih.gov/pubmed/36119537
http://dx.doi.org/10.3389/fonc.2022.960490
_version_ 1784789342951047168
author Zhao, Dawei
Fang, Xuemei
Fan, Wenjun
Meng, Lingling
Luo, Yanrong
Chen, Nanxiang
Li, Jinfeng
Zang, Xiao
Li, Meng
Guo, Xingdong
Cao, Biyang
Wu, Chenchen
Tan, Xin
Cai, Boning
Ma, Lin
author_facet Zhao, Dawei
Fang, Xuemei
Fan, Wenjun
Meng, Lingling
Luo, Yanrong
Chen, Nanxiang
Li, Jinfeng
Zang, Xiao
Li, Meng
Guo, Xingdong
Cao, Biyang
Wu, Chenchen
Tan, Xin
Cai, Boning
Ma, Lin
author_sort Zhao, Dawei
collection PubMed
description PURPOSE: To identify and compare the value of functional MRI (fMRI) in predicting the early response of metastatic cervical lymph nodes (LNs) to induction chemotherapy (IC) in nasopharyngeal carcinoma (NPC) patients. METHODS: This prospective study collected 94 metastatic LNs from 40 consecutive NPC patients treated with IC from January 2021 to May 2021. Conventional diffusion-weighted imaging, diffusion kurtosis imaging, intravoxel incoherent motion, and dynamic contrast-enhanced magnetic resonance imaging were performed before and after IC. The parameter maps apparent diffusion coefficient (ADC), mean diffusion coefficient (MD), mean kurtosis (MK), D(slow), D(fast), perfusion fraction (PF), K(trans), V(e), and K(ep)) of the metastatic nodes were calculated by the Functool postprocessing software. All LNs were classified as the responding group (RG) and non-responding group (NRG) according to Response Evaluation Criteria in Solid Tumors 1.1. The fMRI parameters were compared before and after IC and between the RG and the NRG. The significant parameters are fitted by logistic regression analysis to produce new predictive factor (PRE)–predicted probabilities. Logistic regression analysis and receiver operating characteristic (ROC) curves were performed to further identify and compare the efficacy of the parameters. RESULTS: After IC, the mean values of ADC, MD, and D(slow) significantly increased, while MK, D(fast), and K(trans) values decreased dramatically, while no significant difference was detected in V(e) and K(ep). Compared with NRG, PF-pre and K(trans)-pre values in the RG were higher statistically. The areas under the ROC for the pretreatment PF, K(trans), and PRE were 0.736, 0.722, and 0.810, respectively, with the optimal cutoff value of 222 × 10(-4), 934 × 10(-3)/min, and 0.6624, respectively. CONCLUSIONS: The pretreatment fMRI parameters PF and K(trans) showed promising potential in predicting the response of the metastatic LNs to IC in NPC patients. CLINICAL TRIAL REGISTRATION: This study was approved by the ethics board of the Chinese PLA General Hospital, and registered on 30 January 2021, in the Chinese Clinical Trial Registry; http://www.chictr.org.cn/showproj.aspx?proj=121198, identifier (ChiCTR2100042863).
format Online
Article
Text
id pubmed-9472652
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-94726522022-09-15 A comparative study of functional MRI in predicting response of regional nodes to induction chemotherapy in patients with nasopharyngeal carcinoma Zhao, Dawei Fang, Xuemei Fan, Wenjun Meng, Lingling Luo, Yanrong Chen, Nanxiang Li, Jinfeng Zang, Xiao Li, Meng Guo, Xingdong Cao, Biyang Wu, Chenchen Tan, Xin Cai, Boning Ma, Lin Front Oncol Oncology PURPOSE: To identify and compare the value of functional MRI (fMRI) in predicting the early response of metastatic cervical lymph nodes (LNs) to induction chemotherapy (IC) in nasopharyngeal carcinoma (NPC) patients. METHODS: This prospective study collected 94 metastatic LNs from 40 consecutive NPC patients treated with IC from January 2021 to May 2021. Conventional diffusion-weighted imaging, diffusion kurtosis imaging, intravoxel incoherent motion, and dynamic contrast-enhanced magnetic resonance imaging were performed before and after IC. The parameter maps apparent diffusion coefficient (ADC), mean diffusion coefficient (MD), mean kurtosis (MK), D(slow), D(fast), perfusion fraction (PF), K(trans), V(e), and K(ep)) of the metastatic nodes were calculated by the Functool postprocessing software. All LNs were classified as the responding group (RG) and non-responding group (NRG) according to Response Evaluation Criteria in Solid Tumors 1.1. The fMRI parameters were compared before and after IC and between the RG and the NRG. The significant parameters are fitted by logistic regression analysis to produce new predictive factor (PRE)–predicted probabilities. Logistic regression analysis and receiver operating characteristic (ROC) curves were performed to further identify and compare the efficacy of the parameters. RESULTS: After IC, the mean values of ADC, MD, and D(slow) significantly increased, while MK, D(fast), and K(trans) values decreased dramatically, while no significant difference was detected in V(e) and K(ep). Compared with NRG, PF-pre and K(trans)-pre values in the RG were higher statistically. The areas under the ROC for the pretreatment PF, K(trans), and PRE were 0.736, 0.722, and 0.810, respectively, with the optimal cutoff value of 222 × 10(-4), 934 × 10(-3)/min, and 0.6624, respectively. CONCLUSIONS: The pretreatment fMRI parameters PF and K(trans) showed promising potential in predicting the response of the metastatic LNs to IC in NPC patients. CLINICAL TRIAL REGISTRATION: This study was approved by the ethics board of the Chinese PLA General Hospital, and registered on 30 January 2021, in the Chinese Clinical Trial Registry; http://www.chictr.org.cn/showproj.aspx?proj=121198, identifier (ChiCTR2100042863). Frontiers Media S.A. 2022-08-31 /pmc/articles/PMC9472652/ /pubmed/36119537 http://dx.doi.org/10.3389/fonc.2022.960490 Text en Copyright © 2022 Zhao, Fang, Fan, Meng, Luo, Chen, Li, Zang, Li, Guo, Cao, Wu, Tan, Cai and Ma https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Zhao, Dawei
Fang, Xuemei
Fan, Wenjun
Meng, Lingling
Luo, Yanrong
Chen, Nanxiang
Li, Jinfeng
Zang, Xiao
Li, Meng
Guo, Xingdong
Cao, Biyang
Wu, Chenchen
Tan, Xin
Cai, Boning
Ma, Lin
A comparative study of functional MRI in predicting response of regional nodes to induction chemotherapy in patients with nasopharyngeal carcinoma
title A comparative study of functional MRI in predicting response of regional nodes to induction chemotherapy in patients with nasopharyngeal carcinoma
title_full A comparative study of functional MRI in predicting response of regional nodes to induction chemotherapy in patients with nasopharyngeal carcinoma
title_fullStr A comparative study of functional MRI in predicting response of regional nodes to induction chemotherapy in patients with nasopharyngeal carcinoma
title_full_unstemmed A comparative study of functional MRI in predicting response of regional nodes to induction chemotherapy in patients with nasopharyngeal carcinoma
title_short A comparative study of functional MRI in predicting response of regional nodes to induction chemotherapy in patients with nasopharyngeal carcinoma
title_sort comparative study of functional mri in predicting response of regional nodes to induction chemotherapy in patients with nasopharyngeal carcinoma
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9472652/
https://www.ncbi.nlm.nih.gov/pubmed/36119537
http://dx.doi.org/10.3389/fonc.2022.960490
work_keys_str_mv AT zhaodawei acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT fangxuemei acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT fanwenjun acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT menglingling acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT luoyanrong acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT chennanxiang acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT lijinfeng acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT zangxiao acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT limeng acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT guoxingdong acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT caobiyang acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT wuchenchen acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT tanxin acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT caiboning acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT malin acomparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT zhaodawei comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT fangxuemei comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT fanwenjun comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT menglingling comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT luoyanrong comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT chennanxiang comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT lijinfeng comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT zangxiao comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT limeng comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT guoxingdong comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT caobiyang comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT wuchenchen comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT tanxin comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT caiboning comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma
AT malin comparativestudyoffunctionalmriinpredictingresponseofregionalnodestoinductionchemotherapyinpatientswithnasopharyngealcarcinoma