Literature DB >> 31320149

Resolution of Murine Toxic Hepatic Injury Quantified With Ultrasound Entropy Metrics.

Jon N Marsh1, Kevin M Korenblat2, Ta-Chiang Liu3, John E McCarthy4, Samuel A Wickline5.   

Abstract

Image-based classification of liver disease generally lacks specificity for distinguishing between acute, resolvable injury and chronic irreversible injury. We propose that ultrasound radiofrequency data acquired in vivo from livers subjected to toxic drug injury can be analyzed with information theoretic detectors to derive entropy metrics, which classify a statistical distribution of pathologic scatterers that dissipate over time as livers heal. Here we exposed 38 C57BL/6 mice to carbon tetrachloride to cause liver damage, and imaged livers in vivo 1, 4, 8, 12 and 18 d after exposure with a broadband 15-MHz probe. Selected entropy metrics manifested monotonic recovery to normal values over time as livers healed, and were correlated directly with progressive restoration of liver architecture by histologic assessment (r2 ≥ 0.95, p < 0.004). Thus, recovery of normal liver microarchitecture after toxic exposure can be delineated sensitively with entropy metrics.
Copyright © 2019 World Federation for Ultrasound in Medicine & Biology. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Carbon tetrachloride; Entropy; Liver recovery; Liver toxicity; Quantitative ultrasound; Tissue characterization; Ultrasound

Mesh:

Substances:

Year:  2019        PMID: 31320149      PMCID: PMC6718339          DOI: 10.1016/j.ultrasmedbio.2019.06.412

Source DB:  PubMed          Journal:  Ultrasound Med Biol        ISSN: 0301-5629            Impact factor:   2.998


  27 in total

1.  Characterization of digital waveforms using thermodynamic analogs: applications to detection of materials defects.

Authors:  Michael S Hughes; Jon N Marsh; Christopher S Hall; David Savéry; Gregory M Lanza; Samuel A Wickline
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2005-09       Impact factor: 2.725

2.  Real-time calculation of a limiting form of the Renyi entropy applied to detection of subtle changes in scattering architecture.

Authors:  M S Hughes; J E McCarthy; M V Wickerhauser; J N Marsh; J M Arbeit; R W Fuhrhop; K D Wallace; T Thomas; J Smith; K Agyem; G M Lanza; S A Wickline
Journal:  J Acoust Soc Am       Date:  2009-11       Impact factor: 1.840

3.  Usefulness of textural analysis as a tool for noninvasive liver fibrosis staging.

Authors:  Cristian Vicas; Monica Lupsor; Radu Badea; Sergiu Nedevschi
Journal:  J Med Ultrason (2001)       Date:  2011-05-27       Impact factor: 1.314

4.  Joint entropy of continuously differentiable ultrasonic waveforms.

Authors:  M S Hughes; J E McCarthy; J N Marsh; S A Wickline
Journal:  J Acoust Soc Am       Date:  2013-01       Impact factor: 1.840

5.  Preclinical detection of liver fibrosis using dual-modality photoacoustic/ultrasound system.

Authors:  Pim J van den Berg; Ruchi Bansal; Khalid Daoudi; Wiendelt Steenbergen; Jai Prakash
Journal:  Biomed Opt Express       Date:  2016-11-14       Impact factor: 3.732

Review 6.  Drug-Induced Liver Injury.

Authors:  Kurt Fisher; Raj Vuppalanchi; Romil Saxena
Journal:  Arch Pathol Lab Med       Date:  2015-07       Impact factor: 5.534

7.  Ultrasound attenuation and backscatter in the liver during prednisone administration.

Authors:  Z F Lu; J A Zagzebski; R T O'Brien; H Steinberg
Journal:  Ultrasound Med Biol       Date:  1997       Impact factor: 2.998

Review 8.  Drug-induced acute liver failure.

Authors:  William M Lee
Journal:  Clin Liver Dis       Date:  2013-09-04       Impact factor: 6.126

9.  Entropy vs. Energy Waveform Processing: A Comparison Based on the Heat Equation.

Authors:  Michael S Hughes; John E McCarthy; Paul J Bruillard; Jon N Marsh; Samuel A Wickline
Journal:  Entropy (Basel)       Date:  2015-05-25       Impact factor: 2.524

Review 10.  Review of Quantitative Ultrasound: Envelope Statistics and Backscatter Coefficient Imaging and Contributions to Diagnostic Ultrasound.

Authors:  Michael L Oelze; Jonathan Mamou
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2016-01-08       Impact factor: 2.725

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