Literature DB >> 33257853

A portable single-sided magnetic-resonance sensor for the grading of liver steatosis and fibrosis.

Ashvin Bashyam1,2, Chris J Frangieh1,2, Siavash Raigani3, Jeremy Sogo1,2, Roderick T Bronson4, Korkut Uygun5, Heidi Yeh3, Dennis A Ausiello6,7, Michael J Cima8,9.   

Abstract

Low-cost non-invasive diagnostic tools for staging the progression of non-alcoholic chronic liver failure from fatty liver disease to steatohepatitis are unavailable. Here, we describe the development and performance of a portable single-sided magnetic-resonance sensor for grading liver steatosis and fibrosis using diffusion-weighted multicomponent T2 relaxometry. In a diet-induced mouse model of non-alcoholic fatty liver disease, the sensor achieved overall accuracies of 92% (Cohen's kappa, κ = 0.89) and 86% (κ = 0.78) in the ex vivo grading of steatosis and fibrosis, respectively. Localization of the measurements in living mice through frequency-dependent spatial encoding led to an overall accuracy of 87% (κ = 0.81) for the grading of steatosis. In human liver samples, the sensor graded steatosis with an overall accuracy of 93% (κ = 0.88). The use of T2 relaxometry as a sensitive measure in fully automated low-cost magnetic-resonance devices at the point of care would alleviate the accessibility and cost limits of magnetic-resonance imaging for diagnosing liver disease and assessing liver health before liver transplantation.

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Year:  2020        PMID: 33257853     DOI: 10.1038/s41551-020-00638-0

Source DB:  PubMed          Journal:  Nat Biomed Eng        ISSN: 2157-846X            Impact factor:   25.671


  57 in total

Review 1.  Systematic review: the epidemiology and natural history of non-alcoholic fatty liver disease and non-alcoholic steatohepatitis in adults.

Authors:  G Vernon; A Baranova; Z M Younossi
Journal:  Aliment Pharmacol Ther       Date:  2011-05-30       Impact factor: 8.171

2.  Health and Economic Burden of Nonalcoholic Fatty Liver Disease in the United States and Its Impact on Veterans.

Authors:  Akshay Shetty; Wing-Kin Syn
Journal:  Fed Pract       Date:  2019-01

Review 3.  Noninvasive biomarkers in NAFLD and NASH - current progress and future promise.

Authors:  Vincent Wai-Sun Wong; Leon A Adams; Victor de Lédinghen; Grace Lai-Hung Wong; Silvia Sookoian
Journal:  Nat Rev Gastroenterol Hepatol       Date:  2018-08       Impact factor: 46.802

4.  Cost-utility analysis of nonalcoholic steatohepatitis screening.

Authors:  Eric Zhang; Claire Wartelle-Bladou; Luigi Lepanto; Jean Lachaine; Guy Cloutier; An Tang
Journal:  Eur Radiol       Date:  2015-05-21       Impact factor: 5.315

Review 5.  Histopathology of nonalcoholic fatty liver disease/nonalcoholic steatohepatitis.

Authors:  Yoshihisa Takahashi; Toshio Fukusato
Journal:  World J Gastroenterol       Date:  2014-11-14       Impact factor: 5.742

Review 6.  Global burden of NAFLD and NASH: trends, predictions, risk factors and prevention.

Authors:  Zobair Younossi; Quentin M Anstee; Milena Marietti; Timothy Hardy; Linda Henry; Mohammed Eslam; Jacob George; Elisabetta Bugianesi
Journal:  Nat Rev Gastroenterol Hepatol       Date:  2017-09-20       Impact factor: 46.802

Review 7.  Pathology of nonalcoholic fatty liver disease.

Authors:  Elizabeth M Brunt
Journal:  Nat Rev Gastroenterol Hepatol       Date:  2010-03-02       Impact factor: 46.802

Review 8.  Recommendations for Diagnosis, Referral for Liver Biopsy, and Treatment of Nonalcoholic Fatty Liver Disease and Nonalcoholic Steatohepatitis.

Authors:  Erin K Spengler; Rohit Loomba
Journal:  Mayo Clin Proc       Date:  2015-07-26       Impact factor: 7.616

Review 9.  Nonalcoholic Steatohepatitis (NASH) and Hepatic Fibrosis: Emerging Therapies.

Authors:  Julia Wattacheril; Danny Issa; Arun Sanyal
Journal:  Annu Rev Pharmacol Toxicol       Date:  2017-10-20       Impact factor: 13.820

Review 10.  Current status, problems, and perspectives of non-alcoholic fatty liver disease research.

Authors:  Naoki Tanaka; Takefumi Kimura; Naoyuki Fujimori; Tadanobu Nagaya; Michiharu Komatsu; Eiji Tanaka
Journal:  World J Gastroenterol       Date:  2019-01-14       Impact factor: 5.742

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  1 in total

1.  A novel radiomics signature based on T2-weighted imaging accurately predicts hepatic inflammation in individuals with biopsy-proven nonalcoholic fatty liver disease: a derivation and independent validation study.

Authors:  Zhong-Wei Chen; Huan-Ming Xiao; Xinjian Ye; Kun Liu; Rafael S Rios; Kenneth I Zheng; Yi Jin; Giovanni Targher; Christopher D Byrne; Junping Shi; Zhihan Yan; Xiao-Ling Chi; Ming-Hua Zheng
Journal:  Hepatobiliary Surg Nutr       Date:  2022-04       Impact factor: 7.293

  1 in total

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