A quantitative comparison of the influence of individual versus population-derived vascular input functions on dynamic contrast enhanced-MRI in small animals

Mary E. Loveless, Jane Halliday, Carsten Liess, Lei Xu, Richard D. Dortch, Jennifer Whisenant, John C. Waterton, John C. Gore, Thomas E. Yankeelov

    Research output: Contribution to journalArticlepeer-review

    Abstract

    For quantitative analysis of dynamic contrast enhanced magnetic resonance imaging data, the time course of the concentration of the contrast agent in the blood plasma, or vascular input function (VIF), is required. We compared pharmacokinetic parameters derived using individual and population-based VIFs in mice for two different contrast agents, gadopentetate dimeglumine and P846. Eleven mice with subcutaneous 4T 1 breast cancer xenografts were imaged at 7 T. A precontrast T 1 map was acquired along with dynamic T 1-weighted gradient echo images before, during, and after a bolus injection of contrast agent delivered via a syringe pump. Each animal's individual VIF and derived population-averaged VIF were used to extract parameters from the signal-time curves of tumor tissue at both the region of interest and voxel level. The results indicate that for both contrast agents, K trans values estimated using population-averaged VIF have a high correlation (concordance correlation coefficient > 0.85) with K trans values estimated using individual VIF on both a region of interest and voxel level. This work supports the validity of using of a population-based VIF with a stringent injection protocol in preclinical dynamic contrast enhanced magnetic resonance imaging studies. Copyright © 2011 Wiley-Liss, Inc.
    Original languageEnglish
    Pages (from-to)226-236
    Number of pages10
    JournalMagnetic Resonance in Medicine
    Volume67
    Issue number1
    DOIs
    Publication statusPublished - Jan 2012

    Keywords

    • DCE-MRI
    • mice
    • pharmacokinetics
    • tumor
    • vascular input function

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