Associations between tumor vascularization assessed by in vivo DCE-MRI and the presence of disseminated tumor cells in bone marrow in breast cancer patients at the time of diagnosis

J Magn Reson Imaging. 2014 Dec;40(6):1382-91. doi: 10.1002/jmri.24502. Epub 2014 Jan 27.

Abstract

Purpose: To explore possible associations between in vivo pharmacokinetic dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) parameters and the presence of disseminated tumor cells (DTCs) in bone marrow in breast cancer patients at the time of diagnosis.

Materials and methods: Thirty-seven women with breast cancer (stage T2-4N0-1M0) were included. Patients were classified as DTC+ if one or more DTCs were detected by immunocytochemistry. DCE-MRI was acquired with a radial 3D T1 -weighted spoiled gradient echo sequence with k-space weighted image contrast. K(trans), kep, and ve were calculated using the extended Tofts model and a population-derived arterial input function. The nonparametric Mann-Whitney U-test was used to compare the histogram distributions of the pharmacokinetic parameters for the DTC+ and the DTC- patients.

Results: DTCs were detected in 7 of the 37 patients (19%). In DTC+ patients, the distribution of tumor K(trans) and kep were significantly (P < 0.01) more shifted towards lower values than in DTC- patients.

Conclusion: An association between vascular dependent pharmacokinetic DCE-MRI parameters and the presence of DTCs were found. Compared to DTC- patients, DTC+ patients had poorer perfusion and permeability, indicative of hypoxia. Thus, pharmacokinetic parameters might be surrogate biomarkers of metastatic potential and future relapse.

Keywords: Ktrans; breast cancer; disseminated tumor cells; dynamic contrast-enhanced magnetic resonance imaging; micrometastases; pharmacokinetic modeling.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Bone Marrow Neoplasms / pathology*
  • Bone Marrow Neoplasms / secondary*
  • Breast Neoplasms / complications
  • Breast Neoplasms / pathology*
  • Female
  • Humans
  • Image Interpretation, Computer-Assisted / methods*
  • Magnetic Resonance Imaging / methods*
  • Middle Aged
  • Neoplasm Invasiveness
  • Neoplastic Cells, Circulating / pathology*
  • Neovascularization, Pathologic / etiology
  • Neovascularization, Pathologic / pathology*
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Statistics as Topic