Distinct effects of nuclear volume fraction and cell diameter on high b-value diffusion MRI contrast in tumors

Magn Reson Med. 2014 Nov;72(5):1435-43. doi: 10.1002/mrm.25039. Epub 2013 Dec 19.

Abstract

Purpose: While many recent studies have demonstrated improved detection and characterization of malignant lesions using high b-value diffusion imaging techniques, little is known about the underlying physical characteristics of tumor cells that modulate the restricted water signal at high b on clinical scanners.

Methods: Monte Carlo simulations of diffusion in a synthetic tumor cell environment were used to study the specific effects of tumor cell diameter and nuclear volume fraction (ν) on high b diffusion contrast.

Results: Results indicate that clinical pulsed-gradient spin-echo diffusion-weighted signals measured at high b (∼4000 s/mm(2)), long diffusion time (Δ ∼40-60 ms), and long echo time (TE ∼60-140 ms) are generally insensitive to tumor cell diameter, but increase exponentially with ν. Moreover, these results are predicted by a simple analytic expression for the intracellular restricted water signal with elevated T2 for the intranuclear versus cytosolic compartment.

Conclusion: Nuclear volume fraction is an important characteristic of cancer cells that modulates the apparent restriction of water at high b on clinical scanners. This model offers a possible explanation for the apparent unreliable correlation between tumor cell density (cellularity) and traditional ADC.

Keywords: RSI; cellularity; conspicuity; hindered diffusion; restricted diffusion; stem cells.

Publication types

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

MeSH terms

  • Cell Nucleus / pathology*
  • Computer Simulation
  • Diffusion Magnetic Resonance Imaging / methods*
  • Monte Carlo Method
  • Phantoms, Imaging
  • Sensitivity and Specificity
  • Tumor Microenvironment*
  • Water / chemistry

Substances

  • Water