Correlation Between Minimum Apparent Diffusion Coefficient (ADCmin) and Tumor Cellularity: A Meta-analysis

Alexey Surov1, Hans Jonas Meyer2, Andreas Wienke3

  • 1Department of Diagnostic and Interventional Radiology, University of Leipzig, Leipzig, Germany Alexey.Surov@medizin.uni-leipzig.de.

Anticancer Research
|July 3, 2017
PubMed
Abstract

Insights

Diffusion-weighted imaging (DWI) measures water diffusion to assess tissue microstructure. Minimum apparent diffusion coefficient (ADCmin) shows a moderate correlation with tumor cellularity, but not stronger than mean ADC (ADCmean).

Area of Science:

  • Radiology and Imaging
  • Oncology
  • Medical Physics

Background:

  • Diffusion-weighted imaging (DWI) is an MRI technique evaluating water diffusion for insights into tissue microstructure and cell density.
  • Increased cell density restricts water diffusion, decreasing the apparent diffusion coefficient (ADC).
  • ADC has sub-parameters including ADC minimum (ADCmin), ADC mean (ADCmean), and ADC maximum (ADCmax).

Purpose of the Study:

  • To conduct a meta-analysis summarizing correlation coefficients between ADCmin and tumor cellularity.
  • To evaluate the potential of ADCmin as a parameter for estimating tumor cellularity based on large patient data.

Main Methods:

  • MEDLINE database search for studies correlating ADC and cell count in tumors up to September 2016.
  • Inclusion of 12 publications involving 317 patients, focusing exclusively on ADCmin data.
  • Spearman's correlation coefficient was used for analysis; Pearson coefficients were converted to Spearman's.

Main Results:

  • A pooled correlation coefficient (ρ) of -0.59 (95% CI: -0.72 to -0.45) was found between ADCmin and cellularity.
  • Significant heterogeneity was observed (Tau²=0.04, p<0.0001; I²=73%).
  • The overall effect was statistically significant (Z=8.67, p<0.00001).

Conclusions:

  • ADCmin demonstrates a moderate correlation with tumor cellularity.
  • The correlation coefficient for ADCmin is not superior to that of ADCmean.
  • ADCmin does not appear to be a better indicator of tumor cellularity compared to ADCmean.

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