Literature DB >> 24235313

Limited correlation between conventional pathologist and automatic computer-assisted quantification of hepatic steatosis due to difference between event-based and surface-based analysis.

Meihong Deng, Uta Dahmen, Jian Sun, Hai Huang, Christian Sehestedt, Andre Homeyer, Andrea Schenk, Olaf Dirsch.   

Abstract

Computer-assisted automatic quantification (CAQ) was developed as an alternative method for the diagnosis of hepatic steatosis in order to compensate for observer-dependent bias. Here, we aim to demonstrate that CAQ can provide an accurate and precise result in analysis of fatty content, but that it is inappropriate to validate CAQ by comparison with conventional pathologist estimation (PE). Male rats were fed with a methionine-choline-deficient plus high-fat diet for three days, one week, or two weeks to induce mild, moderate, or severe steatosis. Samples were collected from all liver lobes. Severity of hepatic steatosis was assessed by an experienced pathologist who estimated the percentage of hepatocytes containing lipid droplets. Fatty content was quantified by PE, CAQ, and biochemical analysis (BA). CAQ, PE, and BA can correctly reflect severe fatty change. However, in the case of mild and moderate steatosis, PE could not reflect the true fatty content ( r between PE and BA was <0). The result of CAQ correlated well with that of BA among the various degrees of severity of hepatic steatosis. In conclusion, due to a difference between event-based and surface-based analysis, it is inappropriate to validate the CAQ of hepatic steatosis by comparison with PE.

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Year:  2013        PMID: 24235313     DOI: 10.1109/JBHI.2013.2282999

Source DB:  PubMed          Journal:  IEEE J Biomed Health Inform        ISSN: 2168-2194            Impact factor:   5.772


  4 in total

1.  Automated quantification of steatosis: agreement with stereological point counting.

Authors:  André Homeyer; Patrik Nasr; Christiane Engel; Stergios Kechagias; Peter Lundberg; Mattias Ekstedt; Henning Kost; Nick Weiss; Tim Palmer; Horst Karl Hahn; Darren Treanor; Claes Lundström
Journal:  Diagn Pathol       Date:  2017-11-13       Impact factor: 2.644

2.  Identification of tissue sections from decellularized liver scaffolds for repopulation experiments.

Authors:  Philipp Felgendreff; Claudia Schindler; Franziska Mussbach; Chichi Xie; Felix Gremse; Utz Settmacher; Uta Dahmen
Journal:  Heliyon       Date:  2021-02-13

3.  Automated assessment of steatosis in murine fatty liver.

Authors:  Deepak Sethunath; Siripriya Morusu; Mihran Tuceryan; Oscar W Cummings; Hao Zhang; Xiao-Ming Yin; Scott Vanderbeck; Naga Chalasani; Samer Gawrieh
Journal:  PLoS One       Date:  2018-05-10       Impact factor: 3.240

Review 4.  Whole Slide Imaging and Its Applications to Histopathological Studies of Liver Disorders.

Authors:  Rossana C N Melo; Maximilian W D Raas; Cinthia Palazzi; Vitor H Neves; Kássia K Malta; Thiago P Silva
Journal:  Front Med (Lausanne)       Date:  2020-01-08
  4 in total

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