Investigative Radiology · 2004 · 77 citations · 23 references
MedicineNephrologyRadiologyBiomedical ImagingDiagnostic ImagingDiagnostic RadiologyMagnetic Resonance ImagingPerfusion ImagingRenal Blood FlowRenal ImagingRenal Perfusion ImagingVascular ImagingArterial Spin LabelingContrast-enhanced AngiographyContrast-enhanced Magnetic Resonance AngiographyFunctional Magnetic Resonance ImagingMagnetic Resonance Flow ImagingMagnetic Resonance Imaging PerfusionRenal Blood Flow MeasurementRenal Blood Flow Quantification
PURPOSE: To differentiate healthy kidneys from diseased kidneys, we propose a combined magnetic resonance (MR) examination that includes measurements of renal arterial blood flow and parenchymal perfusion. MATERIALS AND METHODS: A total of 130 kidneys (patients/healthy volunteers: 83/47) were examined using renal artery MR flow measurements and renal parenchymal perfusion measurements, as well as contrast-enhanced MR angiography. Cine phase-contrast-flow measurements were performed using an ECG-gated fast low angle shot pulse sequence; perfusion was measured with an arterial spin labeling flow-sensitive alternating inversion recovery technique. Contrast-enhanced MR angiography was performed with a fast 3D gradient echo sequence in a single breath hold. For evaluation, kidneys were divided into groups based on nephrologic diagnosis of the patient. Recursive partitioning and Wilcoxon rank-sum tests were used to separate the different groups. RESULTS: Significant differences in mean renal artery flow and parenchymal perfusion were found in kidneys with renal artery stenosis as well as parenchymal disease as compared with healthy kidneys. Using a classification tree derived from the recursive partitioning, a specificity of 99% and sensitivity of 69% with a positive/negative predictive value of 97%/84% was achieved for the separation of healthy kidneys from kidneys with vascular, parenchymal or combined disease. The overall accuracy was 88%. CONCLUSION: The combination of cine PC flow measurements and MR perfusion measurements offers a comprehensive assessment of both renovascular and renoparenchymal disease and provide a noninvasive approach to differentiate between these kidneys and normal kidneys.
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A Simple Sequentially Rejective Multiple Test Procedure
Sture Holm · Scandinavian Journal of Statistics · 1979 · 21.8K citations
Acute Renal Failure After Coronary Intervention
Peter A. McCullough, Robert Wolyn, Leslie L. Rocher et al. · The American Journal of Medicine · 1997 · 1.7K citations