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Three-dimensional analysis of pancreatic fat by fat-water magnetic resonance imaging provides detailed characterization of pancreatic steatosis with improved reproducibility

BACKGROUND: Since pancreatic steatosis is reported as a possible risk factor for pancreatic cancer, the development of a non-invasive method to quantify pancreatic steatosis is needed. Proton density fat fraction (PDFF) measurement is a magnetic resonance imaging (MRI) based method for quantitativel...

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Autores principales: Kato, Shingo, Iwasaki, Akito, Kurita, Yusuke, Arimoto, Jun, Yamamoto, Toh, Hasegawa, Sho, Sato, Takamitsu, Imajo, Kento, Hosono, Kunihiro, Kobayashi, Noritoshi, Yoneda, Masato, Higurashi, Takuma, Kubota, Kensuke, Utsunomiya, Daisuke, Nakajima, Atsushi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6886808/
https://www.ncbi.nlm.nih.gov/pubmed/31790429
http://dx.doi.org/10.1371/journal.pone.0224921
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author Kato, Shingo
Iwasaki, Akito
Kurita, Yusuke
Arimoto, Jun
Yamamoto, Toh
Hasegawa, Sho
Sato, Takamitsu
Imajo, Kento
Hosono, Kunihiro
Kobayashi, Noritoshi
Yoneda, Masato
Higurashi, Takuma
Kubota, Kensuke
Utsunomiya, Daisuke
Nakajima, Atsushi
author_facet Kato, Shingo
Iwasaki, Akito
Kurita, Yusuke
Arimoto, Jun
Yamamoto, Toh
Hasegawa, Sho
Sato, Takamitsu
Imajo, Kento
Hosono, Kunihiro
Kobayashi, Noritoshi
Yoneda, Masato
Higurashi, Takuma
Kubota, Kensuke
Utsunomiya, Daisuke
Nakajima, Atsushi
author_sort Kato, Shingo
collection PubMed
description BACKGROUND: Since pancreatic steatosis is reported as a possible risk factor for pancreatic cancer, the development of a non-invasive method to quantify pancreatic steatosis is needed. Proton density fat fraction (PDFF) measurement is a magnetic resonance imaging (MRI) based method for quantitatively assessing the steatosis of a region of interest (ROI). Although it is commonly used for quantification of hepatic steatosis, pancreatic PDFF can greatly vary depending on the ROI’s location because of the patchy nature of pancreatic fat accumulation. In this study, we attempted to quantify pancreatic steatosis by fat-water MRI with improved reproducibility. METHODS: Using the MRI images of 159 patients with nonalcoholic fatty liver disease, we attempted to calculate the average PDFF of whole pancreas. We set ROIs covering the entire area of the pancreas appearing in every slice and calculated the average PDFF from all the voxels included in the pancreas. We named this average value as whole-pancreatic PDFF and evaluated the reproducibility of the measured values. In addition to whole-pancreatic PDFF, we measured the average PDFF of the pancreatic head (head-PDFF) and that of the pancreatic body plus tail separately and analyzed their correlation with the clinical characteristics of the patients. RESULTS: The mean inter-examiner coefficient of variation of the whole-pancreatic PDFF was 11.39%. The whole-pancreatic PDFF was correlated with age (p = 0.039), body mass index (p = 0.0093) and presence/absence of diabetes (p = 0.0055). The serum level of low-density lipoprotein cholesterol was inversely correlated with the head-PDFF. CONCLUSION: We developed a new measurement method of the pancreatic PDFF with greater reproducibility. Using this method, we characterized pancreatic steatosis in detail. This novel measurement method allows accurate estimation of the severity of pancreatic steatosis and is therefore useful for the detailed characterization of pancreatic steatosis.
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spelling pubmed-68868082019-12-13 Three-dimensional analysis of pancreatic fat by fat-water magnetic resonance imaging provides detailed characterization of pancreatic steatosis with improved reproducibility Kato, Shingo Iwasaki, Akito Kurita, Yusuke Arimoto, Jun Yamamoto, Toh Hasegawa, Sho Sato, Takamitsu Imajo, Kento Hosono, Kunihiro Kobayashi, Noritoshi Yoneda, Masato Higurashi, Takuma Kubota, Kensuke Utsunomiya, Daisuke Nakajima, Atsushi PLoS One Research Article BACKGROUND: Since pancreatic steatosis is reported as a possible risk factor for pancreatic cancer, the development of a non-invasive method to quantify pancreatic steatosis is needed. Proton density fat fraction (PDFF) measurement is a magnetic resonance imaging (MRI) based method for quantitatively assessing the steatosis of a region of interest (ROI). Although it is commonly used for quantification of hepatic steatosis, pancreatic PDFF can greatly vary depending on the ROI’s location because of the patchy nature of pancreatic fat accumulation. In this study, we attempted to quantify pancreatic steatosis by fat-water MRI with improved reproducibility. METHODS: Using the MRI images of 159 patients with nonalcoholic fatty liver disease, we attempted to calculate the average PDFF of whole pancreas. We set ROIs covering the entire area of the pancreas appearing in every slice and calculated the average PDFF from all the voxels included in the pancreas. We named this average value as whole-pancreatic PDFF and evaluated the reproducibility of the measured values. In addition to whole-pancreatic PDFF, we measured the average PDFF of the pancreatic head (head-PDFF) and that of the pancreatic body plus tail separately and analyzed their correlation with the clinical characteristics of the patients. RESULTS: The mean inter-examiner coefficient of variation of the whole-pancreatic PDFF was 11.39%. The whole-pancreatic PDFF was correlated with age (p = 0.039), body mass index (p = 0.0093) and presence/absence of diabetes (p = 0.0055). The serum level of low-density lipoprotein cholesterol was inversely correlated with the head-PDFF. CONCLUSION: We developed a new measurement method of the pancreatic PDFF with greater reproducibility. Using this method, we characterized pancreatic steatosis in detail. This novel measurement method allows accurate estimation of the severity of pancreatic steatosis and is therefore useful for the detailed characterization of pancreatic steatosis. Public Library of Science 2019-12-02 /pmc/articles/PMC6886808/ /pubmed/31790429 http://dx.doi.org/10.1371/journal.pone.0224921 Text en © 2019 Kato 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
Kato, Shingo
Iwasaki, Akito
Kurita, Yusuke
Arimoto, Jun
Yamamoto, Toh
Hasegawa, Sho
Sato, Takamitsu
Imajo, Kento
Hosono, Kunihiro
Kobayashi, Noritoshi
Yoneda, Masato
Higurashi, Takuma
Kubota, Kensuke
Utsunomiya, Daisuke
Nakajima, Atsushi
Three-dimensional analysis of pancreatic fat by fat-water magnetic resonance imaging provides detailed characterization of pancreatic steatosis with improved reproducibility
title Three-dimensional analysis of pancreatic fat by fat-water magnetic resonance imaging provides detailed characterization of pancreatic steatosis with improved reproducibility
title_full Three-dimensional analysis of pancreatic fat by fat-water magnetic resonance imaging provides detailed characterization of pancreatic steatosis with improved reproducibility
title_fullStr Three-dimensional analysis of pancreatic fat by fat-water magnetic resonance imaging provides detailed characterization of pancreatic steatosis with improved reproducibility
title_full_unstemmed Three-dimensional analysis of pancreatic fat by fat-water magnetic resonance imaging provides detailed characterization of pancreatic steatosis with improved reproducibility
title_short Three-dimensional analysis of pancreatic fat by fat-water magnetic resonance imaging provides detailed characterization of pancreatic steatosis with improved reproducibility
title_sort three-dimensional analysis of pancreatic fat by fat-water magnetic resonance imaging provides detailed characterization of pancreatic steatosis with improved reproducibility
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6886808/
https://www.ncbi.nlm.nih.gov/pubmed/31790429
http://dx.doi.org/10.1371/journal.pone.0224921
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