Water Exchange Rate Constant as a Biomarker of Treatment Efficacy in Patients With Brain Metastases Undergoing Stereotactic Radiosurgery

Int J Radiat Oncol Biol Phys. 2017 May 1;98(1):47-55. doi: 10.1016/j.ijrobp.2017.01.016. Epub 2017 Jan 10.

Abstract

Purpose: This study was designed to evaluate whether changes in metastatic brain tumors after stereotactic radiosurgery (SRS) can be seen with quantitative MRI early after treatment.

Methods and materials: Using contrast-enhanced MRI, a 3-water-compartment tissue model consisting of intracellular (I), extracellular-extravascular (E), and vascular (V) compartments was used to assess the intra-extracellular water exchange rate constant (kIE), efflux rate constant (kep), and water compartment volume fractions (M0,I, M0,E, M0,V). In this prospective study, 19 patients were MRI-scanned before treatment and 1 week and 1 month after SRS. The change in model parameters between the pretreatment and 1-week posttreatment scans was correlated to the change in tumor volume between pretreatment and 1-month posttreatment scans.

Results: At 1 week kIE differentiated (P<.001) tumors that had partial response from tumors with stable and progressive disease, and a high correlation (R=-0.76, P<.001) was observed between early changes in the kIE and tumor volume change 1 month after treatment. Other model parameters had lower correlation (M0,E) or no correlation (kep, M0,V).

Conclusions: This is the first study that measured kIE early after SRS, and it found that early changes in kIE (1 week after treatment) highly correlated with long-term tumor response and could predict the extent of tumor shrinkage at 1 month after SRS.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Apoptosis
  • Biomarkers, Tumor / metabolism*
  • Body Water / diagnostic imaging
  • Body Water / metabolism
  • Brain Neoplasms / diagnostic imaging
  • Brain Neoplasms / metabolism
  • Brain Neoplasms / radiotherapy*
  • Brain Neoplasms / secondary*
  • Contrast Media
  • Disease Progression
  • Extracellular Fluid / diagnostic imaging
  • Extracellular Fluid / metabolism*
  • Female
  • Humans
  • Intracellular Fluid / metabolism*
  • Magnetic Resonance Imaging
  • Male
  • Middle Aged
  • Models, Biological
  • Prospective Studies
  • Radiosurgery / methods*
  • Time Factors
  • Treatment Outcome
  • Tumor Burden / physiology
  • Tumor Burden / radiation effects

Substances

  • Biomarkers, Tumor
  • Contrast Media