MR spectroscopy of breast cancer for assessing early treatment response: Results from the ACRIN 6657 MRS trial

J Magn Reson Imaging. 2017 Jul;46(1):290-302. doi: 10.1002/jmri.25560. Epub 2016 Dec 16.

Abstract

Purpose: To estimate the accuracy of predicting response to neoadjuvant chemotherapy (NACT) in patients with locally advanced breast cancer using MR spectroscopy (MRS) measurements made very early in treatment.

Materials and methods: This prospective Health Insurance Portability and Accountability Act (HIPAA)-compliant protocol was approved by the American College of Radiology and local-site institutional review boards. One hundred nineteen women with invasive breast cancer of ≥3 cm undergoing NACT were enrolled between September 2007 and April 2010. MRS measurements of the concentration of choline-containing compounds ([tCho]) were performed before the first chemotherapy regimen (time point 1, TP1) and 20-96 h after the first cycle of treatment (TP2). The change in [tCho] was assessed for its ability to predict pathologic complete response (pCR) and radiologic response using the area under the receiver operating characteristic curve (AUC) and logistic regression models.

Results: Of the 119 subjects enrolled, only 29 cases (24%) with eight pCRs provided usable data for the primary analysis. Technical challenges in acquiring quantitative MRS data in a multi-site trial setting limited the capture of usable data. In this limited data set, the decrease in tCho from TP1 to TP2 had poor ability to predict either pCR (AUC = 0.53, 95% confidence interval [CI]: 0.27-0.79) or radiologic response (AUC = 0.51, 95% CI: 0.27-0.75).

Conclusion: The technical difficulty of acquiring quantitative MRS data in a multi-site clinical trial setting led to a low yield of analyzable data, which was insufficient to accurately measure the ability of early MRS measurements to predict response to NACT.

Level of evidence: 1 Technical Efficacy: Stage 2 J. MAGN. RESON. IMAGING 2017;46:290-302.

Keywords: breast cancer; choline; magnetic resonance spectroscopy; treatment response.

Publication types

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

MeSH terms

  • Adult
  • Aged
  • Algorithms*
  • Biomarkers, Tumor / analysis*
  • Breast Neoplasms / chemistry*
  • Breast Neoplasms / diagnosis
  • Breast Neoplasms / therapy*
  • Choline / analysis*
  • Early Detection of Cancer / methods
  • Female
  • Humans
  • Magnetic Resonance Spectroscopy / methods*
  • Male
  • Middle Aged
  • Molecular Imaging / methods
  • Reproducibility of Results
  • Secondary Prevention / methods*
  • Sensitivity and Specificity

Substances

  • Biomarkers, Tumor
  • Choline