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Statistical and Economical Efficiency in Assessment of Liver Regeneration Using Defined Sample Size and Selection in Combination With a Fully Automated Image Analysis System
Author(s) -
Meihong Deng,
Robert Kleinert,
Hai Huang,
Qing He,
Fotima Madrahimova,
Olaf Dirsch,
Uta Dahmen
Publication year - 2009
Publication title -
journal of histochemistry and cytochemistry
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.971
H-Index - 124
eISSN - 1551-5044
pISSN - 0022-1554
DOI - 10.1369/jhc.2009.953869
Subject(s) - magnification , macro , sample (material) , selection (genetic algorithm) , liver regeneration , sample size determination , computer science , sensitivity (control systems) , quantitative analysis (chemistry) , artificial intelligence , pattern recognition (psychology) , biomedical engineering , statistics , regeneration (biology) , chemistry , mathematics , chromatography , biology , medicine , electronic engineering , engineering , programming language , microbiology and biotechnology
Quantification of liver regeneration is frequently based on determining the 5-bromo-2-deoxyuridine labeling index (BrdU-LI). The quantitative result is influenced by preanalytical, analytical, and postanalytical variables such as the region of interest (ROI). We aimed to present our newly developed and validated automatic computer-based image analysis system (AnalySIS-Macro), and to standardize the selection and sample size of ROIs. Images from BrdU-labeled and immunohistochemically stained liver sections were analyzed conventionally and with the newly developed AnalySIS-Macro and used for validation of the system. Automatic quantification correlated well with the manual counting result ( r=0.9976). Validation of our AnalySIS-Macro revealed its high sensitivity (.90%) and specificity. The BrdU-LI ranged from 11% to 57% within the same liver (32.96 ± 11.94%), reflecting the highly variable spatial distribution of hepatocyte proliferation. At least 2000 hepatocytes (10 images at 200× magnification) per lobe were required as sample size for achieving a representative BrdU-LI. Furthermore, the number of pericentral areas should be equal to that of periportal areas. The combination of our AnalySIS-Macro with rules for the selection and size of ROIs represents an accurate, sensitive, specific, and efficient diagnostic tool for the determination of the BrdU-LI and the spatial distribution of proliferating hepatocytes.

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