Literature DB >> 28155582

Image-derived input function estimation on a TOF-enabled PET/MR for cerebral blood flow mapping.

Mohammad Mehdi Khalighi1, Timothy W Deller2, Audrey Peiwen Fan3, Praveen K Gulaka3, Bin Shen3, Prachi Singh3, Jun-Hyung Park4, Frederick T Chin3,4, Greg Zaharchuk3,4.   

Abstract

15O-H2O 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 15O-H2O 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]-H2O 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 15O-H2O PET.

Entities:  

Keywords:  Image derived input function; PET/MR; cerebral blood flow; dynamic PET; time-of-flight

Mesh:

Year:  2017        PMID: 28155582      PMCID: PMC5757438          DOI: 10.1177/0271678X17691784

Source DB:  PubMed          Journal:  J Cereb Blood Flow Metab        ISSN: 0271-678X            Impact factor:   6.200


  33 in total

1.  Improvements in PET Image Quality in Time of Flight (TOF) Simultaneous PET/MRI.

Authors:  Ryogo Minamimoto; Craig Levin; Mehran Jamali; Dawn Holley; Amir Barkhodari; Greg Zaharchuk; Andrei Iagaru
Journal:  Mol Imaging Biol       Date:  2016-10       Impact factor: 3.488

2.  Partial volume corrected image derived input functions for dynamic PET brain studies: methodology and validation for [11C]flumazenil.

Authors:  Jurgen E M Mourik; Mark Lubberink; Ursula M H Klumpers; Emile F Comans; Adriaan A Lammertsma; Ronald Boellaard
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Review 3.  Image-derived input function for brain PET studies: many challenges and few opportunities.

Authors:  Paolo Zanotti-Fregonara; Kewei Chen; Jeih-San Liow; Masahiro Fujita; Robert B Innis
Journal:  J Cereb Blood Flow Metab       Date:  2011-08-03       Impact factor: 6.200

4.  Noninvasive estimation of the arterial input function in positron emission tomography imaging of cerebral blood flow.

Authors:  Yi Su; Ana M Arbelaez; Tammie L S Benzinger; Abraham Z Snyder; Andrei G Vlassenko; Mark A Mintun; Marcus E Raichle
Journal:  J Cereb Blood Flow Metab       Date:  2012-10-17       Impact factor: 6.200

5.  Accuracy and precision of pseudo-continuous arterial spin labeling perfusion during baseline and hypercapnia: a head-to-head comparison with ¹⁵O H₂O positron emission tomography.

Authors:  D F R Heijtel; H J M M Mutsaerts; E Bakker; P Schober; M F Stevens; E T Petersen; B N M van Berckel; C B L M Majoie; J Booij; M J P van Osch; E Vanbavel; R Boellaard; A A Lammertsma; A J Nederveen
Journal:  Neuroimage       Date:  2014-02-13       Impact factor: 6.556

6.  Quantitation in positron emission computed tomography: 7. A technique to reduce noise in accidental coincidence measurements and coincidence efficiency calibration.

Authors:  M E Casey; E J Hoffman
Journal:  J Comput Assist Tomogr       Date:  1986 Sep-Oct       Impact factor: 1.826

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Authors:  P Herscovitch; J Markham; M E Raichle
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8.  Single-input-dual-output modeling of image-based input function estimation.

Authors:  Yi Su; Kooresh I Shoghi
Journal:  Mol Imaging Biol       Date:  2009-12-01       Impact factor: 3.488

9.  Radiation dose to patients from radiopharmaceuticals. Addendum 3 to ICRP Publication 53. ICRP Publication 106. Approved by the Commission in October 2007.

Authors: 
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Journal:  Radiology       Date:  1993-07       Impact factor: 11.105

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  17 in total

1.  Simultaneous phase-contrast MRI and PET for noninvasive quantification of cerebral blood flow and reactivity in healthy subjects and patients with cerebrovascular disease.

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2.  Human non-REM sleep and the mean global BOLD signal.

Authors:  Mark P McAvoy; Enzo Tagliazucchi; Helmut Laufs; Marcus E Raichle
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3.  Kinetic [18F]-Fluoride of the Knee in Normal Volunteers.

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4.  Predicting 15O-Water PET cerebral blood flow maps from multi-contrast MRI using a deep convolutional neural network with evaluation of training cohort bias.

Authors:  Jia Guo; Enhao Gong; Audrey P Fan; Maged Goubran; Mohammad M Khalighi; Greg Zaharchuk
Journal:  J Cereb Blood Flow Metab       Date:  2019-11-13       Impact factor: 6.200

5.  Using arterial spin labeling to measure cerebrovascular reactivity in Moyamoya disease: Insights from simultaneous PET/MRI.

Authors:  Moss Y Zhao; Audrey P Fan; David Yen-Ting Chen; Yosuke Ishii; Mohammad Mehdi Khalighi; Michael Moseley; Gary K Steinberg; Greg Zaharchuk
Journal:  J Cereb Blood Flow Metab       Date:  2022-03-02       Impact factor: 6.960

6.  Pharmacokinetic analysis of [68Ga]Ga-DOTA-TOC PET in meningiomas for assessment of in vivo somatostatin receptor subtype 2.

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7.  High Intravascular Signal Arterial Transit Time Artifacts Have Negligible Effects on Cerebral Blood Flow and Cerebrovascular Reserve Capacity Measurement Using Single Postlabel Delay Arterial Spin-Labeling in Patients with Moyamoya Disease.

Authors:  M Fahlström; A Lewén; P Enblad; E-M Larsson; J Wikström
Journal:  AJNR Am J Neuroradiol       Date:  2020-02-27       Impact factor: 3.825

8.  Long-Delay Arterial Spin Labeling Provides More Accurate Cerebral Blood Flow Measurements in Moyamoya Patients: A Simultaneous Positron Emission Tomography/MRI Study.

Authors:  Audrey P Fan; Jia Guo; Mohammad M Khalighi; Praveen K Gulaka; Bin Shen; Jun Hyung Park; Harsh Gandhi; Dawn Holley; Omar Rutledge; Prachi Singh; Tom Haywood; Gary K Steinberg; Frederick T Chin; Greg Zaharchuk
Journal:  Stroke       Date:  2017-08-01       Impact factor: 7.914

9.  Cerebrovascular reactivity measurements using simultaneous 15O-water PET and ASL MRI: Impacts of arterial transit time, labeling efficiency, and hematocrit.

Authors:  Moss Y Zhao; Audrey P Fan; David Yen-Ting Chen; Magdalena J Sokolska; Jia Guo; Yosuke Ishii; David D Shin; Mohammad Mehdi Khalighi; Dawn Holley; Kim Halbert; Andrea Otte; Brittney Williams; Taghi Rostami; Jun-Hyung Park; Bin Shen; Greg Zaharchuk
Journal:  Neuroimage       Date:  2021-03-11       Impact factor: 6.556

10.  In vivo imaging of cell proliferation in meningioma using 3'-deoxy-3'-[18F]fluorothymidine PET/MRI.

Authors:  Asma Bashir; Tina Binderup; Mark Bitsch Vestergaard; Helle Broholm; Lisbeth Marner; Morten Ziebell; Kåre Fugleholm; Andreas Kjær; Ian Law
Journal:  Eur J Nucl Med Mol Imaging       Date:  2020-02-11       Impact factor: 9.236

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