Statistical and economical efficiency in assessment of liver regeneration using defined sample size and selection in combination with a fully automated image analysis system

J Histochem Cytochem. 2009 Nov;57(11):1075-85. doi: 10.1369/jhc.2009.953869. Epub 2009 Jul 20.

Abstract

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 200x 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.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Automation
  • Bromodeoxyuridine / metabolism
  • Cell Proliferation
  • Hepatocytes / cytology
  • Hepatocytes / metabolism
  • Image Processing, Computer-Assisted / economics
  • Image Processing, Computer-Assisted / methods*
  • Liver Regeneration*
  • Male
  • Observer Variation
  • Rats
  • Rats, Inbred Lew
  • Reproducibility of Results
  • Sample Size
  • Staining and Labeling
  • Time Factors

Substances

  • Bromodeoxyuridine