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Histogram analysis of diffusion kurtosis imaging of nasopharyngeal carcinoma: Correlation between quantitative parameters and clinical stage

PURPOSE: To evaluate the correlation between histogram parameters derived from diffusion-kurtosis (DK) imaging and the clinical stage of nasopharyngeal carcinoma (NPC). RESULTS: High T-stage (T3/4) NPC showed significantly higher K(app-mean) (P = 0.018), K(app-median) (P = 0.029) and K(app-90th) (P...

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Autores principales: Xu, Xiao-Quan, Ma, Gao, Wang, Yan-Jun, Hu, Hao, Su, Guo-Yi, Shi, Hai-Bin, Wu, Fei-Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5564560/
https://www.ncbi.nlm.nih.gov/pubmed/28525383
http://dx.doi.org/10.18632/oncotarget.17591
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author Xu, Xiao-Quan
Ma, Gao
Wang, Yan-Jun
Hu, Hao
Su, Guo-Yi
Shi, Hai-Bin
Wu, Fei-Yun
author_facet Xu, Xiao-Quan
Ma, Gao
Wang, Yan-Jun
Hu, Hao
Su, Guo-Yi
Shi, Hai-Bin
Wu, Fei-Yun
author_sort Xu, Xiao-Quan
collection PubMed
description PURPOSE: To evaluate the correlation between histogram parameters derived from diffusion-kurtosis (DK) imaging and the clinical stage of nasopharyngeal carcinoma (NPC). RESULTS: High T-stage (T3/4) NPC showed significantly higher K(app-mean) (P = 0.018), K(app-median) (P = 0.029) and K(app-90th) (P = 0.003) than low T-stage (T1/2) NPC. High N-stage NPC (N2/3) showed significantly lower Dapp-mean (P = 0.002), Dapp-median (P = 0.002) and Dapp-10th (P < 0.001) than low N-stage NPC (N0/1). High AJCC-stage NPC (III/IV) showed significantly lower D(app-10th) (P = 0.038) than low AJCC-stage NPC (I/II). ROC analyses indicated that Kapp-90th was optimal for predicting high T-stage (AUC, 0.759; sensitivity, 0.842; specificity, 0.607), while Dapp-10th was best for predicting high N- and AJCC-stage (N-stage, AUC, 0.841; sensitivity, 0.875; specificity, 0.807; AJCC-stage, AUC, 0.671; sensitivity, 0.800; specificity, 0.588). MATERIALS AND METHODS: DK imaging data of forty-seven consecutive NPC patients were retrospectively analyzed. Apparent diffusion for Gaussian distribution (D(app)) and apparent kurtosis coefficient (K(app)) were generated using diffusion-kurtosis model. Histogram parameters, including mean, median, 10th, 90th percentiles, skewness and kurtosis of D(app) and K(app) were calculated. Patients were divided into low and high T, N and clinical stage based on American Joint Committee on Cancer (AJCC) staging system. Differences of histogram parameters between low and high T, N and AJCC stages were compared using t test. Multiple receiver operating characteristic (ROC) curves were used to determine and compare the value of significant parameters in predicting high T, N and AJCC stage, respectively. CONCLUSIONS: DK imaging-derived parameters correlated well with clinical stage of NPC, therefore could serve as an adjunctive imaging technique for evaluating NPC.
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spelling pubmed-55645602017-08-23 Histogram analysis of diffusion kurtosis imaging of nasopharyngeal carcinoma: Correlation between quantitative parameters and clinical stage Xu, Xiao-Quan Ma, Gao Wang, Yan-Jun Hu, Hao Su, Guo-Yi Shi, Hai-Bin Wu, Fei-Yun Oncotarget Research Paper PURPOSE: To evaluate the correlation between histogram parameters derived from diffusion-kurtosis (DK) imaging and the clinical stage of nasopharyngeal carcinoma (NPC). RESULTS: High T-stage (T3/4) NPC showed significantly higher K(app-mean) (P = 0.018), K(app-median) (P = 0.029) and K(app-90th) (P = 0.003) than low T-stage (T1/2) NPC. High N-stage NPC (N2/3) showed significantly lower Dapp-mean (P = 0.002), Dapp-median (P = 0.002) and Dapp-10th (P < 0.001) than low N-stage NPC (N0/1). High AJCC-stage NPC (III/IV) showed significantly lower D(app-10th) (P = 0.038) than low AJCC-stage NPC (I/II). ROC analyses indicated that Kapp-90th was optimal for predicting high T-stage (AUC, 0.759; sensitivity, 0.842; specificity, 0.607), while Dapp-10th was best for predicting high N- and AJCC-stage (N-stage, AUC, 0.841; sensitivity, 0.875; specificity, 0.807; AJCC-stage, AUC, 0.671; sensitivity, 0.800; specificity, 0.588). MATERIALS AND METHODS: DK imaging data of forty-seven consecutive NPC patients were retrospectively analyzed. Apparent diffusion for Gaussian distribution (D(app)) and apparent kurtosis coefficient (K(app)) were generated using diffusion-kurtosis model. Histogram parameters, including mean, median, 10th, 90th percentiles, skewness and kurtosis of D(app) and K(app) were calculated. Patients were divided into low and high T, N and clinical stage based on American Joint Committee on Cancer (AJCC) staging system. Differences of histogram parameters between low and high T, N and AJCC stages were compared using t test. Multiple receiver operating characteristic (ROC) curves were used to determine and compare the value of significant parameters in predicting high T, N and AJCC stage, respectively. CONCLUSIONS: DK imaging-derived parameters correlated well with clinical stage of NPC, therefore could serve as an adjunctive imaging technique for evaluating NPC. Impact Journals LLC 2017-05-03 /pmc/articles/PMC5564560/ /pubmed/28525383 http://dx.doi.org/10.18632/oncotarget.17591 Text en Copyright: © 2017 Xu et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License 3.0 (http://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Xu, Xiao-Quan
Ma, Gao
Wang, Yan-Jun
Hu, Hao
Su, Guo-Yi
Shi, Hai-Bin
Wu, Fei-Yun
Histogram analysis of diffusion kurtosis imaging of nasopharyngeal carcinoma: Correlation between quantitative parameters and clinical stage
title Histogram analysis of diffusion kurtosis imaging of nasopharyngeal carcinoma: Correlation between quantitative parameters and clinical stage
title_full Histogram analysis of diffusion kurtosis imaging of nasopharyngeal carcinoma: Correlation between quantitative parameters and clinical stage
title_fullStr Histogram analysis of diffusion kurtosis imaging of nasopharyngeal carcinoma: Correlation between quantitative parameters and clinical stage
title_full_unstemmed Histogram analysis of diffusion kurtosis imaging of nasopharyngeal carcinoma: Correlation between quantitative parameters and clinical stage
title_short Histogram analysis of diffusion kurtosis imaging of nasopharyngeal carcinoma: Correlation between quantitative parameters and clinical stage
title_sort histogram analysis of diffusion kurtosis imaging of nasopharyngeal carcinoma: correlation between quantitative parameters and clinical stage
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5564560/
https://www.ncbi.nlm.nih.gov/pubmed/28525383
http://dx.doi.org/10.18632/oncotarget.17591
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