Evidence for shutter-speed variation in CR bolus-tracking studies of human pathology.

TitleEvidence for shutter-speed variation in CR bolus-tracking studies of human pathology.
Publication TypeJournal Article
Year of Publication2005
AuthorsYankeelov TE, Rooney WD, Huang W, Dyke JP, Li X, Tudorica A, Lee J-H, Koutcher JA, Springer CS
JournalNMR Biomed
Volume18
Issue3
Pagination173-85
Date Published2005 May
ISSN0952-3480
KeywordsAdult, Algorithms, Breast Neoplasms, Computer Simulation, Contrast Media, Evidence-Based Medicine, Female, Humans, Image Enhancement, Image Interpretation, Computer-Assisted, Magnetic Resonance Imaging, Male, Middle Aged, Models, Biological, Multiple Sclerosis, Osteosarcoma, Reproducibility of Results, Sample Size, Sensitivity and Specificity
Abstract

The standard pharmacokinetic model for the analysis of MRI contrast reagent (CR) bolus-tracking (B-T) data assumes that the mean intracellular water molecule lifetime (tau(i)) is effectively zero. This assertion is inconsistent with a considerable body of physiological measurements. Furthermore, theory and simulation show the B-T time-course shape to be very sensitive to the tau(i) magnitude in the physiological range (hundreds of milliseconds to several seconds). Consequently, this standard model aspect can cause significant underestimations (factors of 2 or 3) of the two parameters usually determined: K(trans), the vascular wall CR transfer rate constant, and v(e), the CR distribution volume (the extracellular, extravascular space fraction). Analyses of animal model data confirmed two predicted behaviors indicative of this standard model inadequacy: (1) a specific temporal pattern for the mismatch between the best-fitted curve and data; and (2) an inverse dependence of the curve's K(trans) and v(e) magnitudes on the CR dose. These parameters should be CR dose-independent. The most parsimonious analysis allowing for realistic tau(i) values is the 'shutter-speed' model. Its application to the experimental animal data essentially eliminated the two standard model signature inadequacies. This paper reports the first survey for the extent of this 'shutter-speed effect' in human data. Retrospective analyses are made of clinical data chosen from a range of pathology (the active multiple sclerosis lesion, the invasive ductal carcinoma breast tumor, and osteosarcoma in the leg) that provides a wide variation, particularly of K(trans). The signature temporal mismatch of the standard model is observed in all cases, and is essentially eliminated by use of the shutter-speed model. Pixel-by-pixel maps show that parameter values from the shutter-speed analysis are increased by more than a factor of 3 for some lesion regions. This endows the lesions with very high contrast, and reveals heterogeneities that are often not seen in the standard model maps. Normal muscle regions in the leg allow validation of the shutter-speed model K(trans), v(e), and tau(i) magnitudes, by comparison with results of previous careful rat leg studies not possible for human subjects.

DOI10.1002/nbm.938
Alternate JournalNMR Biomed
PubMed ID15578708
Grant ListP01-CA05826-038A1 / CA / NCI NIH HHS / United States
R01-CA62556 / CA / NCI NIH HHS / United States
R01-EB00422 / EB / NIBIB NIH HHS / United States
R01-HL50139 / HL / NHLBI NIH HHS / United States
R01-NS40801 / NS / NINDS NIH HHS / United States
Related Institute: 
MRI Research Institute (MRIRI)

Weill Cornell Medicine
Department of Radiology
525 East 68th Street New York, NY 10065