Cargando…
Histogram analysis of prostate cancer on dynamic contrast-enhanced magnetic resonance imaging: A preliminary study emphasizing on zonal difference
BACKGROUND: This study evaluated the performance of histogram analysis in the time course of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) for differentiating cancerous tissues from benign tissues in the prostate. METHODS: We retrospectively analyzed the histograms of DCE-MRI of 30...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6372178/ https://www.ncbi.nlm.nih.gov/pubmed/30753222 http://dx.doi.org/10.1371/journal.pone.0212092 |
_version_ | 1783394695307591680 |
---|---|
author | Lai, Chih-Ching Huang, Pin-Hsun Wang, Fu-Nien Shen, Shu-Huei Wang, Hsin-Kai Liu, Hsian-Tzu Chung, Hsiao-Jen Lin, Tzu-Ping Chang, Yen-Hwa Pan, Chin-Chen Peng, Shin-Lei |
author_facet | Lai, Chih-Ching Huang, Pin-Hsun Wang, Fu-Nien Shen, Shu-Huei Wang, Hsin-Kai Liu, Hsian-Tzu Chung, Hsiao-Jen Lin, Tzu-Ping Chang, Yen-Hwa Pan, Chin-Chen Peng, Shin-Lei |
author_sort | Lai, Chih-Ching |
collection | PubMed |
description | BACKGROUND: This study evaluated the performance of histogram analysis in the time course of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) for differentiating cancerous tissues from benign tissues in the prostate. METHODS: We retrospectively analyzed the histograms of DCE-MRI of 30 patients. Histograms within regions of interest(ROI) in the peripheral zone (PZ) and transitional zone (TZ) were separately analyzed. The maximum difference wash-in slope (MWS) and delay phase slope (DPS) were defined for each voxel. Differences in histogram parameters, namely the mean, standard deviation (SD), the coefficient of variation (CV), kurtosis, skewness, interquartile range (IQR), percentile (P10, P25, P75, P90, and P90P10), Range, and modified full width at half-maximum (mFWHM) between cancerous and benign tissues were assessed. RESULTS: In the TZ, CV for ROIs of 7.5 and 10mm was the only significantly different parameter of the MWS (P = 0.034 and P = 0.004, respectively), whereas many parameters of the DPS (mean, skewness, P10, P25, P50, P75 and P90) differed significantly (P = <0.001–0.016 and area under the curve [AUC] = 0.73–0.822). In the PZ, all parameters of the MWS exhibited significant differences, except kurtosis and skewness in the ROI of 7.5mm(P = <0.001–0.017 and AUC = 0.865–0.898). SD, IQR, mFWHM, P90P10 and Range were also significant differences in the DPS (P = 0.001–0.035). CONCLUSION: The histogram analysis of DCE-MRI is a potentially useful approach for differentiating prostate cancer from normal tissues. Different histogram parameters of the MWS and DPS should be applied in the TZ and PZ. |
format | Online Article Text |
id | pubmed-6372178 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-63721782019-03-01 Histogram analysis of prostate cancer on dynamic contrast-enhanced magnetic resonance imaging: A preliminary study emphasizing on zonal difference Lai, Chih-Ching Huang, Pin-Hsun Wang, Fu-Nien Shen, Shu-Huei Wang, Hsin-Kai Liu, Hsian-Tzu Chung, Hsiao-Jen Lin, Tzu-Ping Chang, Yen-Hwa Pan, Chin-Chen Peng, Shin-Lei PLoS One Research Article BACKGROUND: This study evaluated the performance of histogram analysis in the time course of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) for differentiating cancerous tissues from benign tissues in the prostate. METHODS: We retrospectively analyzed the histograms of DCE-MRI of 30 patients. Histograms within regions of interest(ROI) in the peripheral zone (PZ) and transitional zone (TZ) were separately analyzed. The maximum difference wash-in slope (MWS) and delay phase slope (DPS) were defined for each voxel. Differences in histogram parameters, namely the mean, standard deviation (SD), the coefficient of variation (CV), kurtosis, skewness, interquartile range (IQR), percentile (P10, P25, P75, P90, and P90P10), Range, and modified full width at half-maximum (mFWHM) between cancerous and benign tissues were assessed. RESULTS: In the TZ, CV for ROIs of 7.5 and 10mm was the only significantly different parameter of the MWS (P = 0.034 and P = 0.004, respectively), whereas many parameters of the DPS (mean, skewness, P10, P25, P50, P75 and P90) differed significantly (P = <0.001–0.016 and area under the curve [AUC] = 0.73–0.822). In the PZ, all parameters of the MWS exhibited significant differences, except kurtosis and skewness in the ROI of 7.5mm(P = <0.001–0.017 and AUC = 0.865–0.898). SD, IQR, mFWHM, P90P10 and Range were also significant differences in the DPS (P = 0.001–0.035). CONCLUSION: The histogram analysis of DCE-MRI is a potentially useful approach for differentiating prostate cancer from normal tissues. Different histogram parameters of the MWS and DPS should be applied in the TZ and PZ. Public Library of Science 2019-02-12 /pmc/articles/PMC6372178/ /pubmed/30753222 http://dx.doi.org/10.1371/journal.pone.0212092 Text en © 2019 Lai et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Lai, Chih-Ching Huang, Pin-Hsun Wang, Fu-Nien Shen, Shu-Huei Wang, Hsin-Kai Liu, Hsian-Tzu Chung, Hsiao-Jen Lin, Tzu-Ping Chang, Yen-Hwa Pan, Chin-Chen Peng, Shin-Lei Histogram analysis of prostate cancer on dynamic contrast-enhanced magnetic resonance imaging: A preliminary study emphasizing on zonal difference |
title | Histogram analysis of prostate cancer on dynamic contrast-enhanced magnetic resonance imaging: A preliminary study emphasizing on zonal difference |
title_full | Histogram analysis of prostate cancer on dynamic contrast-enhanced magnetic resonance imaging: A preliminary study emphasizing on zonal difference |
title_fullStr | Histogram analysis of prostate cancer on dynamic contrast-enhanced magnetic resonance imaging: A preliminary study emphasizing on zonal difference |
title_full_unstemmed | Histogram analysis of prostate cancer on dynamic contrast-enhanced magnetic resonance imaging: A preliminary study emphasizing on zonal difference |
title_short | Histogram analysis of prostate cancer on dynamic contrast-enhanced magnetic resonance imaging: A preliminary study emphasizing on zonal difference |
title_sort | histogram analysis of prostate cancer on dynamic contrast-enhanced magnetic resonance imaging: a preliminary study emphasizing on zonal difference |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6372178/ https://www.ncbi.nlm.nih.gov/pubmed/30753222 http://dx.doi.org/10.1371/journal.pone.0212092 |
work_keys_str_mv | AT laichihching histogramanalysisofprostatecancerondynamiccontrastenhancedmagneticresonanceimagingapreliminarystudyemphasizingonzonaldifference AT huangpinhsun histogramanalysisofprostatecancerondynamiccontrastenhancedmagneticresonanceimagingapreliminarystudyemphasizingonzonaldifference AT wangfunien histogramanalysisofprostatecancerondynamiccontrastenhancedmagneticresonanceimagingapreliminarystudyemphasizingonzonaldifference AT shenshuhuei histogramanalysisofprostatecancerondynamiccontrastenhancedmagneticresonanceimagingapreliminarystudyemphasizingonzonaldifference AT wanghsinkai histogramanalysisofprostatecancerondynamiccontrastenhancedmagneticresonanceimagingapreliminarystudyemphasizingonzonaldifference AT liuhsiantzu histogramanalysisofprostatecancerondynamiccontrastenhancedmagneticresonanceimagingapreliminarystudyemphasizingonzonaldifference AT chunghsiaojen histogramanalysisofprostatecancerondynamiccontrastenhancedmagneticresonanceimagingapreliminarystudyemphasizingonzonaldifference AT lintzuping histogramanalysisofprostatecancerondynamiccontrastenhancedmagneticresonanceimagingapreliminarystudyemphasizingonzonaldifference AT changyenhwa histogramanalysisofprostatecancerondynamiccontrastenhancedmagneticresonanceimagingapreliminarystudyemphasizingonzonaldifference AT panchinchen histogramanalysisofprostatecancerondynamiccontrastenhancedmagneticresonanceimagingapreliminarystudyemphasizingonzonaldifference AT pengshinlei histogramanalysisofprostatecancerondynamiccontrastenhancedmagneticresonanceimagingapreliminarystudyemphasizingonzonaldifference |