Title :
Mapping immune cells infiltration using restricted diffusion MRI
Author :
Fang-Cheng Yeh ; Chien Ho
Author_Institution :
Dept. of Biomed. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
Detection of immune cell infiltration using diffusion MRI can assist clinical diagnosis as well as prognosis evaluation. In this study, we examined whether restricted diffusion can reveal immune cell infiltration in the inflammatory tissue. A rat model of myocardial ischemia/reperfusion injury was used to examine the performance restricted diffusion in mapping the inflammatory tissue. Diffusion MRI data were acquired and analyzed using generalized q-sampling imaging method. Our animal study showed that the areas with high restricted diffusion match well with the high cell density regions. In short, selective quantification of restricted diffusion can reveal immune cell infiltration, and it may enable further clinical application in detecting inflammatory tissue.
Keywords :
biodiffusion; biomedical MRI; cardiology; cellular biophysics; image matching; injuries; medical image processing; muscle; clinical application; clinical diagnosis; diffusion MRI data; generalized q-sampling imaging method; high cell density regions; immune cell infiltration detection; immune cell infiltration mapping; inflammatory tissue detection; myocardial ischemia/reperfusion injury; prognosis evaluation; rat model; restricted diffusion MRI; selective quantification; Animals; Heart; Immune system; Injuries; Magnetic resonance imaging; Pathology; cellularity; diffusion spectrum imaging; diffusion tensor imaging; generalized q-sampling imaging; high angular resolution diffusion imaging; restricted diffusion;
Conference_Titel :
Bioengineering Conference (NEBEC), 2014 40th Annual Northeast
Conference_Location :
Boston, MA
DOI :
10.1109/NEBEC.2014.6972988