4.7 Article

Scan-Time Corrections for 80-100-min Standardized Uptake Volume Ratios to Measure the 18F-AV-1451 Tracer for Tau Imaging

期刊

IEEE TRANSACTIONS ON MEDICAL IMAGING
卷 38, 期 3, 页码 697-709

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TMI.2018.2870441

关键词

Tau; PET Imaging; SUVR; scan-time error; Alzheimer's disease

资金

  1. U.S. National Institute of Health [R01AG034570]
  2. Department of Defense, Air Force Office of Scientific Research, National Defense Science and Engineering Graduate (NDSEG) Fellowship [32 CFR 168a]
  3. [FA9550-11-C-0028]

向作者/读者索取更多资源

The F-18-AV-1451 PET tracer binds to tau, an Alzheimer's disease biomarker. The standardized uptake value ratio (SUVR) 80-100 min window is widely used to quantify tau binding, although F-18-AV-1451 continues increasing relative to a reference region in regions with tau deposition. Left uncorrected, acquisition time inaccuracies can lead to errors from -4% to 6% in 20-min SUVR measurements in subjects with Alzheimer's disease. In 40 subjects with scans from 75-115 min following F-18-AV-1451 injection, we created 20-min reconstructions (4x5 min) of start-times ranging from 75-85 min, as proxies of offset scans and calculated the mean in regions of interest (ROIs). We developed a segmented least squares (SLS) method to obtain error-minimizing weighting coefficients for F-18-AV-1451 ROIs that best predict SUVR 80-100 from weighted means of SUVRs from offset start-times. We compared residual errors of our SLS method to those in: 1) uncorrected offset 20-min-SUVRs; 2) the mean of five-min frames within the 80-100 window; and 3) a least-squares interpolation method. We evaluated errors induced by start-time offset on SUVRs for each method. The SLS, which corrected using least-squares coefficients of 5-min components, consistently reduced errors across all offset start-times. Effect size analysis for simulated clinical longitudinal F-18-AV-1451 drug trials showed that uncorrected 20-min offset SUVRs would require up to 20% more participants to detect treatment effects compared with using SLS. Correction of SUVR scan-time errors by SLS minimizes errors compared with other correction methods and may be extended to other scanners and tracers.

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