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1 MRI Biomarkers for Cancer Assessment October 14, 2011 Jens Jensen Center for Biomedical Imaging and Department of Radiology
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2 A Little History R Damadian, Science, 1971
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3 P Lauterbur, Nature, 1973
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4 R Damadian, Patent, 1974 Tim Trio, Siemens, 2004 Glioblastoma
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5 An intrinsic biological property that is quantifiable with MRI and that is useful for diagnosing or characterizing disease. What’s an MRI Biomarker?
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6 Cerebral Blood Volume Knopp et al, Radiology 1999
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7 Dynamic Contrast Enhanced MRI (“perfusion MRI”) Cerebral Blood Volume Cerebral Blood Flow Mean Transit Time Plasma/Interstitium Transfer Rate (K trans ) Microvessel density and size signal time course data + pharmacokinetic/NMR model
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Scatterplot of lesion ROI-averaged ΔKtrans (≡ Ktrans [shutter-speed approach] − Ktrans [standard approach]). Huang W et al. Radiology doi:10.1148/radiol.11102413 ©2011 by Radiological Society of North America
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9 Diffusion MRI 0 3.3 AB CD Rosenkrantz et al, submitted to Radiology diffusion coefficient diffusional kurtosis Prostate cancer malignant vs. benign, 48 subjects
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10 Other MRI Cancer Biomarkers Sodium imaging Hyperpolarized C-13 Magnetic resonance spectroscopy Interstitial fluid pressure Molecular imaging contrast agents
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11 The Good and the Bad Versatile High spatial resolution Soft tissue contrast Widely available Non-invasive
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12 The Good and the Bad Complicated post-processing Low precision quantification Hard to standardize Expensive Low sensitivity
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13 Yankeelov et al., Magnetic Resonance in Medicine, 2003
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