Optimized breast MRI functional tumor volume as a biomarker of recurrence-free survival following neoadjuvant chemotherapy

J Magn Reson Imaging. 2014 Aug;40(2):476-82. doi: 10.1002/jmri.24351. Epub 2013 Dec 18.

Abstract

Purpose: To evaluate optimal contrast kinetics thresholds for measuring functional tumor volume (FTV) by breast magnetic resonance imaging (MRI) for assessment of recurrence-free survival (RFS).

Materials and methods: In this Institutional Review Board (IRB)-approved retrospective study of 64 patients (ages 29-72, median age of 48.6) undergoing neoadjuvant chemotherapy (NACT) for breast cancer, all patients underwent pre-MRI1 and postchemotherapy MRI4 of the breast. Tumor was defined as voxels meeting thresholds for early percent enhancement (PEthresh) and early-to-late signal enhancement ratio (SERthresh); and FTV (PEthresh, SERthresh) by summing all voxels meeting threshold criteria and minimum connectivity requirements. Ranges of PEthresh from 50% to 220% and SERthresh from 0.0 to 2.0 were evaluated. A Cox proportional hazard model determined associations between change in FTV over treatment and RFS at different PE and SER thresholds.

Results: The plot of hazard ratios for change in FTV from MRI1 to MRI4 showed a broad peak with the maximum hazard ratio and highest significance occurring at PE threshold of 70% and SER threshold of 1.0 (hazard ratio = 8.71, 95% confidence interval 2.86-25.5, P < 0.00015), indicating optimal model fit.

Conclusion: Enhancement thresholds affect the ability of MRI tumor volume to predict RFS. The value is robust over a wide range of thresholds, supporting the use of FTV as a biomarker.

Keywords: MRI breast functional tumor volume; SER/PE thresholds; neoadjuvant chemotherapy.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Adult
  • Aged
  • Breast Neoplasms / pathology*
  • Breast Neoplasms / therapy*
  • Chemoradiotherapy, Adjuvant / methods
  • Disease-Free Survival
  • Female
  • Humans
  • Image Enhancement / methods*
  • Imaging, Three-Dimensional / methods
  • Magnetic Resonance Imaging / methods*
  • Middle Aged
  • Neoadjuvant Therapy / methods
  • Neoplasm Recurrence, Local / pathology*
  • Neoplasm Recurrence, Local / prevention & control*
  • Reproducibility of Results
  • Retrospective Studies
  • Sensitivity and Specificity
  • Treatment Outcome
  • Tumor Burden*