A Noninvasive Method for Quantifying Cerebral Metabolic Rate of Oxygen by Hybrid PET/MRI: Validation in a Porcine Model

被引:10
作者
Narciso, Lucas [1 ,2 ]
Ssali, Tracy [1 ,2 ]
Liu, Linshan [1 ]
Biernaski, Heather [1 ]
Butler, John [1 ]
Morrison, Laura [1 ]
Hadway, Jennifer [1 ]
Corsaut, Jeffrey [1 ]
Hicks, Justin W. [1 ,2 ]
Langham, Michael C. [3 ]
Wehrli, Felix W. [3 ]
Iida, Hidehiro [4 ,5 ,6 ]
St Lawrence, Keith [1 ,2 ]
机构
[1] Lawson Hlth Res Inst, London, ON, Canada
[2] Western Univ, Dept Med Biophys, London, ON, Canada
[3] Univ Penn, Perelman Sch Med, Dept Radiol, Philadelphia, PA 19104 USA
[4] Univ Turku, Turku, Finland
[5] Turku PET Ctr, Turku, Finland
[6] Natl Cerebral & Cardiovasc Ctr, Suita, Osaka, Japan
基金
加拿大健康研究院;
关键词
cerebral blood flow; cerebral metabolic rate of oxygen; noninvasive PET; oxygen extraction fraction; PET/MRI; POSITRON-EMISSION-TOMOGRAPHY; SINGLE PET SCAN; BLOOD-FLOW; O-15-LABELED OXYGEN; CMRO2; CONSUMPTION; INHALATION; QUANTIFICATION; EXTRACTION; WATER;
D O I
10.2967/jnumed.120.260521
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
The gold standard for imaging the cerebral metabolic rate of oxygen (CMRO2) is PET; however, it is an invasive and complex procedure that also requires correction for recirculating O-15-H2O and the blood-borne activity. We propose a noninvasive reference-based hybrid PET/MRI method that uses functional MRI techniques to calibrate O-15-O-2 PET data. Here, PET/MRI of oxidative metabolism (PMROx) was validated in an animal model by comparison to PET-alone measurements. Additionally, we investigated if the MRI perfusion technique arterial spin labeling (ASL) could be used to further simplify PMROx by replacing O-15-H2O PET, and if the PMROx was sensitive to anesthetic-induced changes in metabolism. Methods: O-15-H2O and O-15-O-2 PET data were acquired using a hybrid PET/MR scanner, together with simultaneous functional MRI (OxFlow and ASL), from juvenile pigs (n = 9). Animals were anesthetized with 3% isoflurane and 6 mL/kg/h propofol for the validation experiments, and arterial sampling was performed for PET-alone measurements. PMROx estimates were obtained using whole-brain (WB) CMRO2 from OxFlow and local cerebral blood flow (CBF) from either noninvasive O-15-H2O PET or ASL (PMROx(ASL)). Changes in metabolism were investigated by increasing the propofol infusion to 20 mL/kg/h. Results: Good agreement and correlation were observed between regional CMRO2 measurements from PMROx and PET alone. No significant differences were found between OxFlow and PET-only measurements of WB oxygen extraction fraction (0.30 + 0.09 and 0.31 + 0.09)and CBF (54.1 +/- 16.7 and 56.6 +/- 21.0 mLO(2)/100 g/min), or between PMROx and PET-only CMRO2 estimates (1.89 +/- 0.16 and 1.81 +/- 0.10 mLO(2)/100 g/min). Moreover, PMROx and PMROx(ASL )were sensitive to propofol-induced reduction in CMRO2. Conclusion: This study provides initial validation of a noninvasive PET/MRI technique that circumvents many of the complexities of PET CMRO2 imaging. PMROx does not require arterial sampling and has the potential to reduce PET imaging to O-15-O-2 only; however, future validation involving human participants are required.
引用
收藏
页码:1789 / 1796
页数:8
相关论文
共 32 条
  • [1] Recommended Implementation of Arterial Spin-Labeled Perfusion MRI for Clinical Applications: A Consensus of the ISMRM Perfusion Study Group and the European Consortium for ASL in Dementia
    Alsop, David C.
    Detre, John A.
    Golay, Xavier
    Guenther, Matthias
    Hendrikse, Jeroen
    Hernandez-Garcia, Luis
    Lu, Hanzhang
    MacIntosh, Bradley J.
    Parkes, Laura M.
    Smits, Marion
    van Osch, Matthias J. P.
    Wang, Danny J. J.
    Wong, Eric C.
    Zaharchuk, Greg
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2015, 73 (01) : 102 - 116
  • [2] Positron emission tomography/magnetic resonance hybrid scanner imaging of cerebral blood flow using 15O-water positron emission tomography and arterial spin labeling magnetic resonance imaging in newborn piglets
    Andersen, Julie B.
    Henning, William S.
    Lindberg, Ulrich
    Ladefoged, Claes N.
    Hojgaard, Liselotte
    Greisen, Gorm
    Law, Ian
    [J]. JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2015, 35 (11) : 1703 - 1710
  • [3] Method for rapid MRI quantification of global cerebral metabolic rate of oxygen
    Barhoum, Suliman
    Langham, Michael C.
    Magland, Jeremy F.
    Rodgers, Zachary B.
    Li, Cheng
    Rajapakse, Chamith S.
    Wehrli, Felix W.
    [J]. JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2015, 35 (10) : 1616 - 1622
  • [4] Oxygen metabolism, oxygen extraction and positron emission tomography: Historical perspective and impact on basic and clinical neuroscience
    Baron, Jean-Claude
    Jones, Terry
    [J]. NEUROIMAGE, 2012, 61 (02) : 492 - 504
  • [5] Validation protocol for current good manufacturing practices production of [15O]water for hybrid PET/MR studies
    Cockburn, Neil
    Corsaut, Jeffrey
    Kovacs, Michael S.
    St. Lawrence, Keith
    Hicks, Justin W.
    [J]. NUCLEAR MEDICINE COMMUNICATIONS, 2020, 41 (10) : 1100 - 1105
  • [6] Quantification of brain oxygen extraction and metabolism with [15O]-gas PET: A technical review in the era of PET/MRI
    Fan, Audrey P.
    An, Hongyu
    Moradi, Farshad
    Rosenberg, Jarrett
    Ishii, Yosuke
    Nariai, Tadashi
    Okazawa, Hidehiko
    Zaharchuk, Greg
    [J]. NEUROIMAGE, 2020, 220
  • [7] Comparison of cerebral blood flow measurement with [15O]-water positron emission tomography and arterial spin labeling magnetic resonance imaging: A systematic review
    Fan, Audrey P.
    Jahanian, Hesamoddin
    Holdsworth, Samantha J.
    Zaharchuk, Greg
    [J]. JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2016, 36 (05) : 842 - 861
  • [8] Single-shot 3D imaging techniques improve arterial spin labeling perfusion measurements
    Günther, M
    Oshio, K
    Feinberg, DA
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2005, 54 (02) : 491 - 498
  • [9] Validity of using a 3-dimensional PET scanner during inhalation of 15O-labeled oxygen for quantitative assessment of regional metabolic rate of oxygen in man
    Hori, Yuki
    Hirano, Yoshiyuki
    Koshino, Kazuhiro
    Moriguchi, Tetsuaki
    Iguchi, Satoshi
    Yamamoto, Akihide
    Enmi, Junichiro
    Kawashima, Hidekazu
    Zeniya, Tsutomu
    Morita, Naomi
    Nakagawara, Jyoji
    Casey, Michael E.
    Iida, Hidehiro
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2014, 59 (18) : 5593 - 5609
  • [10] System evaluation of automated production and inhalation of 15O-labeled gaseous radiopharmaceuticals for the rapid 15O-oxygen PET examinations
    Iguchi, Satoshi
    Moriguchi, Tetsuaki
    Yamazaki, Makoto
    Hori, Yuki
    Koshino, Kazuhiro
    Toyoda, Kazunori
    Teuho, Jarmo
    Shimochi, Saeka
    Terakawa, Yusuke
    Fukuda, Tetsuya
    Takahashi, Jun C.
    Nakagawara, Jyoji
    Kanaya, Shigehiko
    Iida, Hidehiro
    [J]. EJNMMI PHYSICS, 2018, 5