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Harms HJ, Tolbod LP, Hansson NHS, Kero T, Orndahl LH, Kim WY, Bjerner T, Bouchelouche K, Wiggers H, Frøkiær J, Sörensen J. Automatic extraction of forward stroke volume using dynamic PET/CT: a dual-tracer and dual-scanner validation in patients with heart valve disease. EJNMMI Phys 2015; 2:25. [PMID: 26501826 PMCID: PMC4883637 DOI: 10.1186/s40658-015-0133-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Accepted: 10/15/2015] [Indexed: 02/01/2023] Open
Abstract
Background The aim of this study was to develop and validate an automated method for extracting forward stroke volume (FSV) using indicator dilution theory directly from dynamic positron emission tomography (PET) studies for two different tracers and scanners. Methods 35 subjects underwent a dynamic 11C-acetate PET scan on a Siemens Biograph TruePoint-64 PET/CT (scanner I). In addition, 10 subjects underwent both dynamic 15O-water PET and 11C-acetate PET scans on a GE Discovery-ST PET/CT (scanner II). The left ventricular (LV)-aortic time-activity curve (TAC) was extracted automatically from PET data using cluster analysis. The first-pass peak was isolated by automatic extrapolation of the downslope of the TAC. FSV was calculated as the injected dose divided by the product of heart rate and the area under the curve of the first-pass peak. Gold standard FSV was measured using phase-contrast cardiovascular magnetic resonance (CMR). Results FSVPET correlated highly with FSVCMR (r = 0.87, slope = 0.90 for scanner I, r = 0.87, slope = 1.65, and r = 0.85, slope = 1.69 for scanner II for 15O-water and 11C-acetate, respectively) although a systematic bias was observed for both scanners (p < 0.001 for all). FSV based on 11C-acetate and 15O-water correlated highly (r = 0.99, slope = 1.03) with no significant difference between FSV estimates (p = 0.14). Conclusions FSV can be obtained automatically using dynamic PET/CT and cluster analysis. Results are almost identical for 11C-acetate and 15O-water. A scanner-dependent bias was observed, and a scanner calibration factor is required for multi-scanner studies. Generalization of the method to other tracers and scanners requires further validation.
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Affiliation(s)
- Hendrik Johannes Harms
- Department of Nuclear Medicine & PET Centre, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200, Aarhus N, Denmark.
| | - Lars Poulsen Tolbod
- Department of Nuclear Medicine & PET Centre, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200, Aarhus N, Denmark.
| | | | - Tanja Kero
- Departments of Nuclear Medicine & PET, Uppsala University, Akademiska Sjukhuset, 751 85, Uppsala, Sweden.
| | - Lovisa Holm Orndahl
- Department of Cardiology, Uppsala University, Akademiska Sjukhuset, 751 85, Uppsala, Sweden.
| | - Won Yong Kim
- Department of Cardiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200, Aarhus N, Denmark.
| | - Tomas Bjerner
- Department of Radiology, Uppsala University, Akademiska Sjukhuset, 751 85, Uppsala, Sweden.
| | - Kirsten Bouchelouche
- Department of Nuclear Medicine & PET Centre, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200, Aarhus N, Denmark.
| | - Henrik Wiggers
- Department of Cardiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200, Aarhus N, Denmark.
| | - Jørgen Frøkiær
- Department of Nuclear Medicine & PET Centre, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200, Aarhus N, Denmark.
| | - Jens Sörensen
- Department of Nuclear Medicine & PET Centre, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200, Aarhus N, Denmark. .,Departments of Nuclear Medicine & PET, Uppsala University, Akademiska Sjukhuset, 751 85, Uppsala, Sweden.
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Stuijfzand WJ, Uusitalo V, Kero T, Danad I, Rijnierse MT, Saraste A, Raijmakers PG, Lammertsma AA, Harms HJ, Heymans MW, Huisman MC, Marques KM, Kajander SA, Pietilä M, Sörensen J, Royen NV, Knuuti J, Knaapen P. Relative Flow Reserve Derived From Quantitative Perfusion Imaging May Not Outperform Stress Myocardial Blood Flow for Identification of Hemodynamically Significant Coronary Artery Disease. Circ Cardiovasc Imaging 2015; 8:CIRCIMAGING.114.002400. [DOI: 10.1161/circimaging.114.002400] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Wijnand J. Stuijfzand
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Valtteri Uusitalo
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Tanja Kero
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Ibrahim Danad
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Mischa T. Rijnierse
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Antti Saraste
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Pieter G. Raijmakers
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Adriaan A. Lammertsma
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Hans J. Harms
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Martijn W. Heymans
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Marc C. Huisman
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Koen M. Marques
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Sami A. Kajander
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Mikko Pietilä
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Jens Sörensen
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Niels van Royen
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Juhani Knuuti
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
| | - Paul Knaapen
- From the Departments of Cardiology (W.J.S., I.D., M.T.R., K.M.M., N.v.R., P.K.), Radiology and Nuclear Medicine (P.G.R., A.A.L, H.J.H., M.C.H.), Department of Epidemiology and Biostatistics (M.W.H.), VU University Medical Center, Amsterdam, The Netherlands; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland (V.U., A.S., S.A.K, M.P., J.K.); and Department of Nuclear Medicine and PET, Institution of Radiology, Oncology and Radiation Science, Uppsala University, Uppsala
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