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Image-derived Input Function Estimation on a TOF-enabled PET/MR for Cerebral Blood Flow Mapping

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Abstract

O-HO PET imaging is an accurate method to measure cerebral blood flow (CBF) but it requires an arterial input function (AIF). Historically, image-derived AIF estimation suffers from low temporal resolution, spill-in, and spill-over problems. Here, we optimized tracer dose on a time-of-flight PET/MR according to the acquisition-specific noise-equivalent count rate curve. An optimized dose of 850 MBq of O-HO was determined, which allowed sufficient counts to reconstruct a short time-frame PET angiogram (PETA) during the arterial phase. This PETA enabled the measurement of the extent of spill-over, while an MR angiogram was used to measure the true arterial volume for AIF estimation. A segment of the high cervical arteries outside the brain was chosen, where the measured spill-in effects were minimal. CBF studies were performed twice with separate [15O]-HO injections in 10 healthy subjects, yielding values of 88 ± 16, 44 ± 9, and 58 ± 11 mL/min/100 g for gray matter, white matter, and whole brain, with intra-subject CBF differences of 5.0 ± 4.0%, 4.1 ± 3.3%, and 4.5 ± 3.7%, respectively. A third CBF measurement after the administration of 1 g of acetazolamide showed 35 ± 23%, 29 ± 20%, and 33 ± 22% increase in gray matter, white matter, and whole brain, respectively. Based on these findings, the proposed noninvasive AIF method provides robust CBF measurement with O-HO PET.

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References
1.
Casey M, Hoffman E . Quantitation in positron emission computed tomography: 7. A technique to reduce noise in accidental coincidence measurements and coincidence efficiency calibration. J Comput Assist Tomogr. 1986; 10(5):845-50. View

2.
Minamimoto R, Levin C, Jamali M, Holley D, Barkhodari A, Zaharchuk G . Improvements in PET Image Quality in Time of Flight (TOF) Simultaneous PET/MRI. Mol Imaging Biol. 2016; 18(5):776-81. DOI: 10.1007/s11307-016-0939-8. View

3.
Zanotti-Fregonara P, Chen K, Liow J, Fujita M, Innis R . Image-derived input function for brain PET studies: many challenges and few opportunities. J Cereb Blood Flow Metab. 2011; 31(10):1986-98. PMC: 3208145. DOI: 10.1038/jcbfm.2011.107. View

4.
Jochimsen T, Zeisig V, Schulz J, Werner P, Patt M, Patt J . Fully automated calculation of image-derived input function in simultaneous PET/MRI in a sheep model. EJNMMI Phys. 2016; 3(1):2. PMC: 4752572. DOI: 10.1186/s40658-016-0139-2. View

5.
Levin C, Maramraju S, Khalighi M, Deller T, Delso G, Jansen F . Design Features and Mutual Compatibility Studies of the Time-of-Flight PET Capable GE SIGNA PET/MR System. IEEE Trans Med Imaging. 2016; 35(8):1907-14. DOI: 10.1109/TMI.2016.2537811. View