Susceptibility contrast magnetic resonance imaging (MRI), utilising ultrasmall superparamagnetic iron oxide (USPIO) particles, was evaluated for the quantitation of vessel size index (R v , lm), a weighted average measure of tumour blood vessel calibre, and fractional tumour blood volume (fBV, %), in orthotopically propagated murine PC3 prostate tumour xenografts. Tumour vascular architecture was assessed in vivo by MRI prior to and 24 hr after treatment with 200 mg/kg of the vascular disrupting agent ZD6126. A Bayesian hierarchical model (BHM) was used to reduce the uncertainty associated with quantitation of R v and fBV. Quantitative histological analyses of the uptake of Hoechst 33342 for perfused vasculature, and haematoxylin and eosin staining for necrosis, were also performed to qualify the MRI data. A relatively large median R v of 40.3 lm (90% confidence interval (CI 90 ) 5 37.4, 44.0 lm) and a high fBV of 5.4% (CI 90 5 5.3, 5.5%) were determined in control tumours, which agreed with histologically determined vessel size index. Treatment with ZD6126 significantly (p < 0.01) reduced tumour R v (34.2lm, CI 90 5 31.2, 38.0 lm) and fBV (3.9%, CI 90 5 3.8, 4.1%), which were validated against histologically determined significant reductions in perfusion and vessel size, and increased necrosis. Together these data (i) highlight the use of a BHM to optimise the inferential power available from susceptibility contrast MRI data, (ii) provide strong evaluation and qualification of R v and fBV as non-invasive imaging biomarkers of tumour vascular morphology, (iii) reveal the presence of a different vascular phenotype and (iv) demonstrate that ZD6126 exhibits good anti-vascular activity against orthotopic prostate tumours.Generic biomarkers, including those afforded by functional imaging techniques, are being increasingly used for the evaluation of novel therapeutics and new targets in oncology. The importance of imaging biomarkers in oncology drug development has been recognised by the FDA, and such biomarkers require evaluation and qualification before they can be deployed in clinical trials. 1 The new generation of targeted cancer therapeutics typically elicit a cytostatic response, and hence a negligible associated change in tumour volume that can be evaluated using standard radiological approaches (i.e. RECIST negative).2 With the clinical development of such agents has come the need to investigate emerging biomarkers afforded by novel imaging methods. These may further aid in interpretation and provide additional data to help characterise key hallmarks of tumour pathophysiology prior to and during a pharmacological response. Susceptibility contrast magnetic resonance imaging (MRI), which incorporates the use of ultrasmall superparamagnetic iron oxide (USPIO) nanoparticles, is one of a number of imaging approaches being evaluated preclinically for the assessment of tumour angiogenesis.3,4 USPIO particles, which remain within the circulation and present negligible vascular leakage, enable the steady state determi...