Literature DB >> 21248235

Evaluation of the mean and entropy of apparent diffusion coefficient values in chronic hepatitis C: correlation with pathologic fibrosis stage and inflammatory activity grade.

Kiminori Fujimoto1, Tatsuyuki Tonan, Sanae Azuma, Masayoshi Kage, Osamu Nakashima, Takeshi Johkoh, Naofumi Hayabuchi, Koji Okuda, Takumi Kawaguchi, Michio Sata, Aliya Qayyum.   

Abstract

PURPOSE: To determine whether mean and entropy apparent diffusion coefficient (ADC) values obtained at diffusion-weighted (DW) magnetic resonance (MR) imaging can help detect and stage histopathologic liver fibrosis and grade inflammation activity in patients with chronic hepatitis C.
MATERIALS AND METHODS: This retrospective study was approved by the institutional review board, and the requirement for informed consent was waived. The study included 55 patients with focal hepatic lesions and either chronic hepatitis C (n = 43) or normal hepatic function (control subjects) (n = 12). Mean and entropy of volume histograms were generated in four cubic regions of interest placed in the right hepatic lobe of ADC map images, which were obtained at echo-planar DW MR imaging (gradient factor b values of 0 and 1000 sec/mm(2)). These two parameters (mean and entropy ADC) were compared by using METAVIR histopathologic liver fibrosis and inflammatory activity scores. Statistical analysis was performed with the Kruskal-Wallis test and receiver operating characteristic curves.
RESULTS: The mean ADC decreased with an increase in the fibrosis stage or inflammatory activity grade, and the entropy ADC increased with an increase in the fibrosis stage or inflammatory activity grade (P < .001 for all comparisons, Kruskal-Wallis test). The area under the receiver operating characteristic curve (A(z)) for the mean ADC was statistically significant in the differentiation of fibrosis stage or inflammatory activity grade (A(z), 0.807-0.926; P < .001 for all comparisons). Entropy of ADC was helpful for classifying normal from abnormal fibrosis stage or inflammatory activity grade (A(z) for both parameters, 0.937; P < .001).
CONCLUSION: Assessment of a combination of mean ADC and entropy ADC in patients with chronic hepatitis C is more accurate for predicting pathologic hepatic fibrosis stage and inflammatory activity grade and helpful for detecting early fibrotic or inflammatory activity when compared with assessment of mean ADC alone. © RSNA, 2011.

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Year:  2011        PMID: 21248235     DOI: 10.1148/radiol.10100853

Source DB:  PubMed          Journal:  Radiology        ISSN: 0033-8419            Impact factor:   11.105


  35 in total

1.  In vivo assessment of optimal b-value range for perfusion-insensitive apparent diffusion coefficient imaging.

Authors:  Moti Freiman; Stephan D Voss; Robert V Mulkern; Jeannette M Perez-Rossello; Michael J Callahan; Simon K Warfield
Journal:  Med Phys       Date:  2012-08       Impact factor: 4.071

2.  Radiomics: a new application from established techniques.

Authors:  Vishwa Parekh; Michael A Jacobs
Journal:  Expert Rev Precis Med Drug Dev       Date:  2016-03-31

3.  Comparison of diffusion-weighted imaging and MR elastography in staging liver fibrosis: a meta-analysis.

Authors:  Weon Jang; Seongil Jo; Ji Soo Song; Hong Pil Hwang; Seong-Hun Kim
Journal:  Abdom Radiol (NY)       Date:  2021-03-26

4.  Quantitative Assessment of Variation in CT Parameters on Texture Features: Pilot Study Using a Nonanatomic Phantom.

Authors:  K Buch; B Li; M M Qureshi; H Kuno; S W Anderson; O Sakai
Journal:  AJNR Am J Neuroradiol       Date:  2017-03-24       Impact factor: 3.825

5.  Added value of mean and entropy of apparent diffusion coefficient values for evaluating histologic phenotypes of invasive ductal breast cancer with MR imaging.

Authors:  Shiteng Suo; Dandan Zhang; Fang Cheng; Mengqiu Cao; Jia Hua; Jinsong Lu; Jianrong Xu
Journal:  Eur Radiol       Date:  2018-08-16       Impact factor: 5.315

6.  Apparent diffusion coefficient value of hepatic fibrosis and inflammation in children with chronic hepatitis.

Authors:  Ahmed Abdel Khalek Abdel Razek; Mohamed Khashaba; Ahmed Abdalla; Mohamed Bayomy; Tarek Barakat
Journal:  Radiol Med       Date:  2014-05-21       Impact factor: 3.469

Review 7.  Diffusion-weighted imaging and texture analysis: current role for diffuse liver disease.

Authors:  Sofia Gourtsoyianni; Joao Santinha; Celso Matos; Nikolaos Papanikolaou
Journal:  Abdom Radiol (NY)       Date:  2020-10-16

8.  Noninvasive DW-MRI metrics for staging hepatic fibrosis and grading inflammatory activity in patients with chronic hepatitis B.

Authors:  Fangfang Fu; Xiaodong Li; Qiuyu Liu; Cuiyun Chen; Yan Bai; Dapeng Shi; Jia Sang; Kaiyu Wang; Meiyun Wang
Journal:  Abdom Radiol (NY)       Date:  2020-10-19

Review 9.  Magnetic Resonance imaging analysis of liver fibrosis and inflammation: overwhelming gray zones restrict clinical use.

Authors:  D Marti-Aguado; A Rodríguez-Ortega; A Alberich-Bayarri; L Marti-Bonmati
Journal:  Abdom Radiol (NY)       Date:  2020-08-28

10.  Whole-lesion apparent diffusion coefficient metrics as a marker of percentage Gleason 4 component within Gleason 7 prostate cancer at radical prostatectomy.

Authors:  Andrew B Rosenkrantz; Michael J Triolo; Jonathan Melamed; Henry Rusinek; Samir S Taneja; Fang-Ming Deng
Journal:  J Magn Reson Imaging       Date:  2014-02-25       Impact factor: 4.813

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