Comparison of apparent diffusion coefficients and distributed diffusion coefficients in high-grade gliomas

  • Thomas C. Kwee
  • , Craig J. Galbán
  • , Christina Tsien
  • , Larry Junck
  • , Pia C. Sundgren
  • , Marko K. Ivancevic
  • , Timothy D. Johnson
  • , Charles R. Meyer
  • , Alnawaz Rehemtulla
  • , Brian D. Ross
  • , Thomas L. Chenevert

    Research output: Contribution to journalArticlepeer-review

    65 Scopus citations

    Abstract

    Purpose: To compare apparent diffusion coefficients (ADCs) with distributed diffusion coefficients (DDCs) in high-grade gliomas. Materials and Methods: Twenty patients with high-grade gliomas prospectively underwent diffusion-weighted MRI. Traditional ADC maps were created using b-values of 0 and 1000 s/mm2. In addition, DDC maps were created by applying the stretched-exponential model using b-values of 0, 1000, 2000, and 4000 s/mm 2. Whole-tumor ADCs and DDCs (in 10-3 mm2/s) were measured and analyzed with a paired t-test, Pearson's correlation coefficient, and the Bland-Altman method. Results: Tumor ADCs (1.14 ± 0.26) were significantly lower (P = 0.0001) than DDCs (1.64 ± 0.71). Tumor ADCs and DDCs were strongly correlated (R = 0.9716; P < 0.0001), but mean bias 6 limits of agreement between tumor ADCs and DDCs was -0.50 ± 0.90. There was a clear trend toward greater discordance between ADC and DDC at high ADC values. Conclusion: Under the assumption that the stretched-exponential model provides a more accurate estimate of the average diffusion rate than the mono-exponential model, our results suggest that for a little diffusion attenuation the mono-exponential fit works rather well for quantifying diffusion in high-grade gliomas, whereas it works less well for a greater degree of diffusion attenuation.

    Original languageEnglish
    Pages (from-to)531-537
    Number of pages7
    JournalJournal of Magnetic Resonance Imaging
    Volume31
    Issue number3
    DOIs
    StatePublished - Mar 2010

    Keywords

    • Apparent diffusion coefficient
    • Brain tumor
    • Diffusion-weighted magnetic resonance imaging
    • Distributed diffusion coefficient
    • Glioma
    • Stretched-exponential

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