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Miller RJH, Hauser MT, Sharir T, Einstein AJ, Fish MB, Ruddy TD, Kaufmann PA, Sinusas AJ, Miller EJ, Bateman TM, Dorbala S, Di Carli M, Huang C, Liang JX, Han D, Dey D, Berman DS, Slomka PJ. Machine learning to predict abnormal myocardial perfusion from pre-test features. J Nucl Cardiol 2022; 29:2393-2403. [PMID: 35672567 PMCID: PMC9588501 DOI: 10.1007/s12350-022-03012-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 04/22/2022] [Accepted: 04/22/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND Accurately predicting which patients will have abnormal perfusion on MPI based on pre-test clinical information may help physicians make test selection decisions. We developed and validated a machine learning (ML) model for predicting abnormal perfusion using pre-test features. METHODS We included consecutive patients who underwent SPECT MPI, with 20,418 patients from a multi-center (5 sites) international registry in the training population and 9019 patients (from 2 separate sites) in the external testing population. The ML (extreme gradient boosting) model utilized 30 pre-test features to predict the presence of abnormal myocardial perfusion by expert visual interpretation. RESULTS In external testing, the ML model had higher prediction performance for abnormal perfusion (area under receiver-operating characteristic curve [AUC] 0.762, 95% CI 0.750-0.774) compared to the clinical CAD consortium (AUC 0.689) basic CAD consortium (AUC 0.657), and updated Diamond-Forrester models (AUC 0.658, p < 0.001 for all). Calibration (validation of the continuous risk prediction) was superior for the ML model (Brier score 0.149) compared to the other models (Brier score 0.165 to 0.198, all p < 0.001). CONCLUSION ML can predict abnormal myocardial perfusion using readily available pre-test information. This model could be used to help guide physician decisions regarding non-invasive test selection.
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Affiliation(s)
- Robert J H Miller
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Suite Metro 203, Los Angeles, CA, 90048, USA
- Department of Cardiac Sciences, University of Calgary, Calgary, AB, Canada
- Libin Cardiovascular Institute, Calgary, AB, Canada
| | - M Timothy Hauser
- Section of Nuclear Cardiology, Department of Clinical Imaging, Oklahoma Heart Hospital, Oklahoma City, OK, USA
| | - Tali Sharir
- Department of Nuclear Cardiology, Assuta Medical Centers, Tel Aviv, Israel
- Ben Gurion University of the Negev, Beer Sheba, Israel
| | - Andrew J Einstein
- Division of Cardiology, Department of Medicine and Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
- New York-Presbyterian Hospital, New York, NY, USA
| | - Mathews B Fish
- Oregon Heart and Vascular Institute, Sacred Heart Medical Center, Springfield, OR, USA
| | - Terrence D Ruddy
- Division of Cardiology, University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - Philipp A Kaufmann
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Zurich, Switzerland
| | - Albert J Sinusas
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Edward J Miller
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | | | - Sharmila Dorbala
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA
| | - Marcelo Di Carli
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA
| | - Cathleen Huang
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Suite Metro 203, Los Angeles, CA, 90048, USA
| | - Joanna X Liang
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Suite Metro 203, Los Angeles, CA, 90048, USA
| | - Donghee Han
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Suite Metro 203, Los Angeles, CA, 90048, USA
| | - Damini Dey
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Suite Metro 203, Los Angeles, CA, 90048, USA
| | - Daniel S Berman
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Suite Metro 203, Los Angeles, CA, 90048, USA
| | - Piotr J Slomka
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Suite Metro 203, Los Angeles, CA, 90048, USA.
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2
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Hu LH, Miller RJH, Sharir T, Commandeur F, Rios R, Einstein AJ, Fish MB, Ruddy TD, Kaufmann PA, Sinusas AJ, Miller EJ, Bateman TM, Dorbala S, Di Carli M, Liang JX, Eisenberg E, Dey D, Berman DS, Slomka PJ. Prognostically safe stress-only single-photon emission computed tomography myocardial perfusion imaging guided by machine learning: report from REFINE SPECT. Eur Heart J Cardiovasc Imaging 2021; 22:705-714. [PMID: 32533137 DOI: 10.1093/ehjci/jeaa134] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Indexed: 12/23/2022] Open
Abstract
AIMS Single-photon emission computed tomography (SPECT) myocardial perfusion imaging (MPI) stress-only protocols reduce radiation exposure and cost but require clinicians to make immediate decisions regarding rest scan cancellation. We developed a machine learning (ML) approach for automatic rest scan cancellation and evaluated its prognostic safety. METHODS AND RESULTS In total, 20 414 patients from a solid-state SPECT MPI international multicentre registry with clinical data and follow-up for major adverse cardiac events (MACE) were used to train ML for MACE prediction as a continuous probability (ML score), using 10-fold repeated hold-out testing to separate test from training data. Three ML score thresholds (ML1, ML2, and ML3) were derived by matching the cancellation rates achieved by physician interpretation and two clinical selection rules. Annual MACE rates were compared in patients selected for rest scan cancellation between approaches. Patients selected for rest scan cancellation with ML had lower annualized MACE rates than those selected by physician interpretation or clinical selection rules (ML1 vs. physician interpretation: 1.4 ± 0.1% vs. 2.1 ± 0.1%; ML2 vs. clinical selection: 1.5 ± 0.1% vs. 2.0 ± 0.1%; ML3 vs. stringent clinical selection: 0.6 ± 0.1% vs. 1.7 ± 0.1%, all P < 0.0001) at matched cancellation rates (60 ± 0.7, 64 ± 0.7, and 30 ± 0.6%). Annualized all-cause mortality rates in populations recommended for rest cancellation by physician interpretation, clinical selection approaches were higher (1.3%, 1.2%, and 1.0%, respectively) compared with corresponding ML thresholds (0.6%, 0.6%, and 0.2%). CONCLUSION ML, using clinical and stress imaging data, can be used to automatically recommend cancellation of rest SPECT MPI scans, while ensuring higher prognostic safety than current clinical approaches.
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Affiliation(s)
- Lien-Hsin Hu
- Department of Imaging, Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA.,Department of Nuclear Medicine, Taipei Veterans General Hospital, 201, Sec. 2, Shipai Road, Beitou District, Taipei 112, Taiwan
| | - Robert J H Miller
- Department of Imaging, Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA.,Department of Cardiac Sciences, University of Calgary, 24 Ave NW, Calgary, AB, Canada
| | - Tali Sharir
- Department of Nuclear Cardiology, Assuta Medical Center, HaBarzel St 20, Tel Aviv, Israel.,Faculty of Health Sciences, Ben Gurion University of the Negev, Rager Blvd, 84105 Be'er Sheva,, Israel
| | - Frederic Commandeur
- Department of Imaging, Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
| | - Richard Rios
- Department of Imaging, Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
| | - Andrew J Einstein
- Division of Cardiology, Department of Medicine, Columbia University Medical Center, 622 W 168th St, New York, NY 10032, USA.,Department of Radiology and Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 622 W 168th St, New York, NY 10032, USA
| | - Mathews B Fish
- Department of Nuclear Medicine, Oregon Heart and Vascular Institute, Sacred Heart Medical Center, 3333 Riverbend Dr, Springfield, OR 97477, USA
| | - Terrence D Ruddy
- Division of Cardiology, University of Ottawa Heart Institute, 40 Ruskin St, Ottawa, ON K1Y 4W7, Canada
| | - Philipp A Kaufmann
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Rämistrasse 100, 8091 Zurich, Switzerland
| | - Albert J Sinusas
- Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University, 333 Cedar St, New Haven, CT 06510, USA
| | - Edward J Miller
- Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University, 333 Cedar St, New Haven, CT 06510, USA
| | - Timothy M Bateman
- Cardiovascular Imaging Technologies LLC, 4320 Wormhall Rd, Kansas City, 64111 MO, USA
| | - Sharmila Dorbala
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115, USA
| | - Marcelo Di Carli
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115, USA
| | - Joanna X Liang
- Department of Imaging, Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
| | - Evann Eisenberg
- Department of Imaging, Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
| | - Damini Dey
- Department of Imaging, Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
| | - Daniel S Berman
- Department of Imaging, Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
| | - Piotr J Slomka
- Department of Imaging, Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
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Partington SL, Valente AM, Bruyere J, Rosica D, Shafer KM, Landzberg MJ, Taqueti VR, Blankstein R, Skali H, Kwatra N, DiCarli MF, Grant FD, Dorbala S. Reducing radiation dose from myocardial perfusion imaging in subjects with complex congenital heart disease. J Nucl Cardiol 2021; 28:1395-1408. [PMID: 31407235 PMCID: PMC7104915 DOI: 10.1007/s12350-019-01811-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Accepted: 06/07/2019] [Indexed: 10/26/2022]
Abstract
INTRODUCTION The prevalence of defects and effective radiation dose from various myocardial perfusion imaging (MPI) strategies in congenital heart disease (CHD) is unknown. METHODS We studied 75 subjects with complex CHD (ages 5 to 80 years) referred for MPI between 2002 and 2015. A rest and exercise or pharmacologic stress MPI was performed using 99mTechnetium sestamibi, 82rubidium or 13N-ammonia, and Sodium iodide SPECT (single-photon emission computed tomography), SPECT/CT or Cadmium zinc telluride (CZT) SPECT or PET (positron emission tomography)/CT scanners. Deidentified images were interpreted semi-quantitatively in three batches: stress only MPI, stress/rest MPI, and stress/rest MPI with taking into account a history of ventricular septal defect repair. Effective radiation dose was estimated for stress/rest MPI and predicted for 1-day stress-first (normal stress scans), and for 2-day stress/rest MPI (abnormal stress scans). RESULTS The median age was 18.6 years. The most common type of CHD was transposition of the great arteries (63%). Rest/stress MPI was abnormal in 43% of subjects and 25% of the abnormal scans demonstrated reversible defects. Of the subjects with abnormal MPI, 33% had significant underlying anatomic coronary artery obstruction. Estimated mean effective radiation dose ranged from 2.1 ± 0.6 mSv for 13N-ammonia PET/CT to 12.5 ± 0.9 mSv for SPECT/CT. Predicted effective radiation dose was significantly lower for stress-first MPI and for 2-day stress/rest protocols. CONCLUSIONS Due to the relatively high prevalence of abnormal stress MPI, tailored protocols with a stress-first MPI as well as the use of 2-day protocols and advanced imaging technologies including CZT SPECT, novel image reconstruction software, and PET MPI could substantially reduce radiation dose in complex CHD.
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Affiliation(s)
- Sara L Partington
- Division of Cardiology, Department of Medicine, Hospital of the University of Pennsylvania and Children's Hospital of Philadelphia, Philadelphia, USA
| | - Anne Marie Valente
- Department of Cardiology, Boston Children's Hospital, Boston, USA
- Division of Medicine, Department of Cardiology, Brigham and Women's Hospital, Boston, USA
| | - John Bruyere
- Cardiovascular Imaging Program, Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women's Hospital, Boston, USA
| | - Dillenia Rosica
- Cardiovascular Imaging Program, Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women's Hospital, Boston, USA
| | - Keri M Shafer
- Department of Cardiology, Boston Children's Hospital, Boston, USA
- Division of Medicine, Department of Cardiology, Brigham and Women's Hospital, Boston, USA
| | - Michael J Landzberg
- Department of Cardiology, Boston Children's Hospital, Boston, USA
- Division of Medicine, Department of Cardiology, Brigham and Women's Hospital, Boston, USA
| | - Viviany R Taqueti
- Cardiovascular Imaging Program, Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women's Hospital, Boston, USA
| | - Ron Blankstein
- Cardiovascular Imaging Program, Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women's Hospital, Boston, USA
| | - Hicham Skali
- Cardiovascular Imaging Program, Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women's Hospital, Boston, USA
| | - Neha Kwatra
- Division of Nuclear Medicine, Department of Radiology, Boston Children's Hospital, Boston, USA
| | - Marcelo F DiCarli
- Cardiovascular Imaging Program, Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women's Hospital, Boston, USA
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA, 02115, USA
| | - Frederick D Grant
- Division of Nuclear Medicine, Department of Radiology, Boston Children's Hospital, Boston, USA
| | - Sharmila Dorbala
- Cardiovascular Imaging Program, Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women's Hospital, Boston, USA.
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA, 02115, USA.
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4
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Slomka P. Do we need dedicated cardiac SPECT systems? J Nucl Cardiol 2021; 28:1331-1333. [PMID: 31650495 DOI: 10.1007/s12350-019-01921-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 09/12/2019] [Indexed: 10/25/2022]
Affiliation(s)
- Piotr Slomka
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, USA.
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5
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Zoccarato O, Matheoud R, Lecchi M, Scabbio C, Claudio M, Brambilla M. Optimal 99mTc activity ratio in the single-day stress-rest myocardial perfusion imaging protocol: A multi-SPECT phantom study. J Nucl Cardiol 2021; 28:338-349. [PMID: 32720060 PMCID: PMC7384561 DOI: 10.1007/s12350-020-02290-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 07/09/2020] [Indexed: 11/30/2022]
Abstract
BACKGROUND This investigation used image data generated by an anthropomorphic phantom to determine the minimal 99mTc rest-stress activity concentration ratio (R) able to minimize the ghosting effect in the single-day stress-first myocardial perfusion imaging, using different positions of the perfusion defect (PD), scanners and reconstruction protocols. METHODS A cardiac phantom with a simulated PD was imaged under different R using different gamma cameras and reconstruction algorithms. The residual activity from precedent stress administration was simulated by modeling effective half-times in each compartment of the phantom and assuming a delay of 3 hours between the stress and rest studies. The net contrast (NC) of the PD in the rest study was assessed for different R, PD positions and scanner/software combinations. The optimal R will be the one that minimize the NC in the rest images RESULTS: The activity concentration ratio R, the position of the PD and the scanner/software combinations were all main effects with a statistically significant impact on the NC, in decreasing order of relevance. The NC diminished significantly only for R values up to 2. No further improvement was observed for NC for R values above 2 and up to 3. NC was significantly higher in anteroseptal than in posterolateral positions of the PD and higher for solid-state cameras. CONCLUSIONS A rest-stress activity concentration ratio R of 2 in single-day stress-first myocardial perfusion imaging is enough to achieve the maximum net contrast in the PD. This ratio should be used to optimize patient's radiation exposure.
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Affiliation(s)
- Orazio Zoccarato
- Department of Nuclear Medicine, S. Maugeri Foundation, IRCCS, Scientific Institute of Veruno (NO), Veruno, Italy
| | - Roberta Matheoud
- Department of Medical Physics, University Hospital ‘Maggiore della Carità’, Novara, Italy
| | - Michela Lecchi
- Health Physics Unit, ASST Santi Paolo e Carlo, Milan, Italy
| | | | - Marcassa Claudio
- Department of Cardiology, S. Maugeri Foundation, IRCCS, Scientific Institute of Veruno (NO), Veruno, Italy
| | - Marco Brambilla
- Department of Medical Physics, University Hospital ‘Maggiore della Carità’, Novara, Italy
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Daubert MA, Tailor T, James O, Shaw LJ, Douglas PS, Koweek L. Multimodality cardiac imaging in the 21st century: evolution, advances and future opportunities for innovation. Br J Radiol 2020; 94:20200780. [PMID: 33237824 DOI: 10.1259/bjr.20200780] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Cardiovascular imaging has significantly evolved since the turn of the century. Progress in the last two decades has been marked by advances in every modality used to image the heart, including echocardiography, cardiac magnetic resonance, cardiac CT and nuclear cardiology. There has also been a dramatic increase in hybrid and fusion modalities that leverage the unique capabilities of two imaging techniques simultaneously, as well as the incorporation of artificial intelligence and machine learning into the clinical workflow. These advances in non-invasive cardiac imaging have guided patient management and improved clinical outcomes. The technological developments of the past 20 years have also given rise to new imaging subspecialities and increased the demand for dedicated cardiac imagers who are cross-trained in multiple modalities. This state-of-the-art review summarizes the evolution of multimodality cardiac imaging in the 21st century and highlights opportunities for future innovation.
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Affiliation(s)
- Melissa A Daubert
- Division of Cardiology, Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Tina Tailor
- Division of Cardiothoracic Imaging, Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA
| | - Olga James
- Division of Cardiothoracic Imaging, Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA
| | - Leslee J Shaw
- Department of Radiology, Cornell Medical Center, New York, New York, USA
| | - Pamela S Douglas
- Division of Cardiology, Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Lynne Koweek
- Division of Cardiothoracic Imaging, Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA
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Abstract
Notwithstanding that 100 mSv is not a threshold for radiation effects, cumulative effective dose (CED) for patients of ≥100 mSv derived from recurrent imaging procedures with ionising radiation has been recently the topic of several publications. The International Commission on Radiological Protection has alerted on the problems to use effective dose for risk estimation in individual patients but has accepted to use this quantity for comparison the relative radiation risks between different imaging modalities. A new International Commission on Radiological Protection document on the use of effective dose (including medicine), is in preparation. Recently published data on the number of patients with CED ≥100 mSv ranged from 0.6 to 3.4% in CT and around 4% in interventional radiology. The challenges to manage the existing situation are summarised. The main aspects identified are: 1) New technology with dose reduction techniques. 2) Refinements in the application of the justification and optimisation for these groups of patients. 3) Patient dose management systems with alerts on the cumulative high doses. 4) Education on the proper use of cumulative effective dose for referrers and practitioners including information for patients. 5) Future research programmes in radiation biology and epidemiology may profit the patient dose data from the groups with high cumulative dose values.
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Affiliation(s)
- Eliseo Vano
- Department of Radiology, Emeritus Professor of Medical Physics. Complutense University, 28040 Madrid, Spain
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8
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Hirschfeld CB, Dondi M, Pascual TNB, Mercuri M, Vitola J, Karthikeyan G, Better N, Mahmarian JJ, Bouyoucef SE, Hee-Seung Bom H, Lele V, Magboo VPC, Alexánderson E, Allam AH, Al-Mallah MH, Flotats A, Jerome S, Kaufmann PA, Luxenburg O, Underwood SR, Rehani MM, Vassileva J, Paez D, Einstein AJ. Worldwide Diagnostic Reference Levels for Single-Photon Emission Computed Tomography Myocardial Perfusion Imaging: Findings From INCAPS. JACC Cardiovasc Imaging 2020; 14:657-665. [PMID: 32828783 DOI: 10.1016/j.jcmg.2020.06.029] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 06/03/2020] [Accepted: 06/04/2020] [Indexed: 12/30/2022]
Abstract
OBJECTIVES This study sought to establish worldwide and regional diagnostic reference levels (DRLs) and achievable administered activities (AAAs) for single-photon emission computed tomography (SPECT) myocardial perfusion imaging (MPI). BACKGROUND Reference levels serve as radiation dose benchmarks to compare individual laboratories against aggregated data, helping to identify sites in greatest need of dose reduction interventions. DRLs for SPECT MPI have previously been derived from national or regional registries. To date there have been no multiregional reports of DRLs for SPECT MPI from a single standardized dataset. METHODS Data were submitted voluntarily to the INCAPS (International Atomic Energy Agency Nuclear Cardiology Protocols Study), a cross-sectional, multinational registry of MPI protocols. A total of 7,103 studies were included. DRLs and AAAs were calculated by protocol for each world region and for aggregated worldwide data. RESULTS The aggregated worldwide DRLs for rest-stress or stress-rest studies employing technetium Tc 99m-labeled radiopharmaceuticals were 11.2 mCi (first dose) and 32.0 mCi (second dose) for 1-day protocols, and 23.0 mCi (first dose) and 24.0 mCi (second dose) for multiday protocols. Corresponding AAAs were 10.1 mCi (first dose) and 28.0 mCi (second dose) for 1-day protocols, and 17.8 mCi (first dose) and 18.7 mCi (second dose) for multiday protocols. For stress-only technetium Tc 99m studies, the worldwide DRL and AAA were 18.0 mCi and 12.5 mCi, respectively. Stress-first imaging was used in 26% to 92% of regional studies except in North America where it was used in just 7% of cases. Significant differences in DRLs and AAAs were observed between regions. CONCLUSIONS This study reports reference levels for SPECT MPI for each major world region from one of the largest international registries of clinical MPI studies. Regional DRLs may be useful in establishing or revising guidelines or simply comparing individual laboratory protocols to regional trends. Organizations should continue to focus on establishing standardized reporting methods to improve the validity and comparability of regional DRLs.
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Affiliation(s)
- Cole B Hirschfeld
- Department of Medicine, Columbia University Irving Medical Center and NewYork-Presbyterian Hospital, New York, New York, USA
| | - Maurizio Dondi
- Section of Nuclear Medicine and Diagnostic Imaging, Division of Human Health, International Atomic Energy Agency, Vienna, Austria
| | - Thomas N B Pascual
- Section of Nuclear Medicine and Diagnostic Imaging, Division of Human Health, International Atomic Energy Agency, Vienna, Austria
| | - Mathew Mercuri
- Division of Emergency Medicine, McMaster University, Hamilton, Ontario, Canada; Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Joao Vitola
- Quanta Diagnóstico e Terapia, Curitiba, Brazil
| | - Ganesan Karthikeyan
- Department of Cardiology, All India Institute of Medical Sciences, New Delhi, India
| | - Nathan Better
- Department of Nuclear Medicine, Royal Melbourne Hospital and University of Melbourne, Melbourne, Victoria, Australia
| | - John J Mahmarian
- Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
| | - Salah E Bouyoucef
- Department of Nuclear Medicine, Centre Hospitalo-Universitaire de Bab El Ouéd, Alger, Algeria
| | - Henry Hee-Seung Bom
- Department of Nuclear Medicine, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Vikram Lele
- Department of Nuclear Medicine and PET-CT, Jaslok Hospital and Research Centre, Mumbai, India
| | - Vincent Peter C Magboo
- Department of Physical Sciences and Mathematics, University of the Philippines, Quezon City, Philippines; Department of Nuclear Medicine, University of Santo Tomas Hospital, Manila, Philippines
| | - Erick Alexánderson
- Departamento de Cardiología Nuclear, Instituto Nacional de Cardiología "Ignacio Chávez", Mexico City, Mexico; Department of Physiology, School of Medicine, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Adel H Allam
- Cardiology Department, Al Azhar University, Cairo, Egypt
| | - Mouaz H Al-Mallah
- Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
| | - Albert Flotats
- Nuclear Medicine Department, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Scott Jerome
- Intersocietal Accreditation Commission, Ellicott City, Maryland, USA; Division of Cardiovascular Medicine, Department of Medicine, University of Maryland, Baltimore, Maryland, USA
| | - Philipp A Kaufmann
- Department of Nuclear Medicine and Cardiac Imaging, University Hospital Zurich, Zurich, Switzerland
| | - Osnat Luxenburg
- Medical Technology, Health Information and Research Directorate, Ministry of Health, Jerusalem, Israel; Israeli Center for Technology Assessment in Health Care, Gertner Institute for Epidemiology and Health Policy Research, Tel Hashomer, Israel
| | - S Richard Underwood
- National Heart and Lung Institute, Imperial College London, London, United Kingdom; Department of Nuclear Medicine, Royal Brompton and Harefield Hospitals, London, United Kingdom
| | - Madan M Rehani
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Jenia Vassileva
- Radiation Protection of Patients Unit, International Atomic Energy Agency, Vienna, Austria
| | - Diana Paez
- Section of Nuclear Medicine and Diagnostic Imaging, Division of Human Health, International Atomic Energy Agency, Vienna, Austria
| | - Andrew J Einstein
- Seymour, Paul, and Gloria Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center and NewYork-Presbyterian Hospital, New York, New York, USA; Department of Radiology, Columbia University Irving Medical Center and NewYork-Presbyterian Hospital, New York, New York, USA.
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9
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Schindler TH, Bateman TM, Berman DS, Chareonthaitawee P, De Blanche LE, Dilsizian V, Dorbala S, Gropler RJ, Shaw L, Soman P, Winchester DE, Verberne H, Ahuja S, Beanlands RS, Di Carli MF, Murthy VL, Ruddy TD, Schwartz RG. Appropriate Use Criteria for PET Myocardial Perfusion Imaging. J Nucl Med 2020; 61:1221-1265. [PMID: 32747510 DOI: 10.2967/jnumed.120.246280] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 03/31/2020] [Indexed: 12/18/2022] Open
Affiliation(s)
| | | | - Daniel S Berman
- Society of Nuclear Medicine and Molecular Imaging, Reston, Virginia
| | - Panithaya Chareonthaitawee
- Society of Nuclear Medicine and Molecular Imaging, Reston, Virginia.,American Society of Nuclear Cardiology, Fairfax, Virginia
| | | | - Vasken Dilsizian
- Society of Nuclear Medicine and Molecular Imaging, Reston, Virginia.,American Society of Nuclear Cardiology, Fairfax, Virginia
| | - Sharmila Dorbala
- Society of Nuclear Medicine and Molecular Imaging, Reston, Virginia
| | - Robert J Gropler
- Society of Nuclear Medicine and Molecular Imaging, Reston, Virginia
| | - Leslee Shaw
- American College of Cardiology, Washington, D.C.,Society of Cardiovascular Computed Tomography, Arlington, Virginia
| | - Prem Soman
- Society of Nuclear Medicine and Molecular Imaging, Reston, Virginia.,American College of Cardiology, Washington, D.C
| | | | - Hein Verberne
- European Association of Nuclear Medicine, Vienna, Austria
| | - Sukhjeet Ahuja
- Society of Nuclear Medicine and Molecular Imaging, Reston, Virginia
| | - Rob S Beanlands
- Society of Nuclear Medicine and Molecular Imaging, Reston, Virginia.,American Society of Nuclear Cardiology, Fairfax, Virginia.,American College of Cardiology, Washington, D.C.,Canadian Society of Cardiovascular Nuclear and CT Imaging, Ottawa, Ontario, Canada.,Canadian Cardiovascular Society, Ottawa, Ontario, Canada; and
| | - Marcelo F Di Carli
- Society of Nuclear Medicine and Molecular Imaging, Reston, Virginia.,American Heart Association, Dallas, Texas
| | | | - Terrence D Ruddy
- Society of Nuclear Medicine and Molecular Imaging, Reston, Virginia.,Canadian Society of Cardiovascular Nuclear and CT Imaging, Ottawa, Ontario, Canada.,Canadian Cardiovascular Society, Ottawa, Ontario, Canada; and
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10
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A Clinical Tool to Identify Candidates for Stress-First Myocardial Perfusion Imaging. JACC Cardiovasc Imaging 2020; 13:2193-2202. [PMID: 32563652 DOI: 10.1016/j.jcmg.2020.03.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 03/10/2020] [Accepted: 03/13/2020] [Indexed: 11/22/2022]
Abstract
OBJECTIVES This study sought to develop a clinical model that identifies a lower-risk population for coronary artery disease that could benefit from stress-first myocardial perfusion imaging (MPI) protocols and that can be used at point of care to risk stratify patients. BACKGROUND There is an increasing interest in stress-first and stress-only imaging to reduce patient radiation exposure and improve patient workflow and experience. METHODS A secondary analysis was conducted on a single-center cohort of patients undergoing single-photon emission computed tomography (SPECT) and positron emission tomography (PET) studies. Normal MPI was defined by the absence of perfusion abnormalities and other ischemic markers and the presence of normal left ventricular wall motion and left ventricular ejection fraction. A model was derived using a cohort of 18,389 consecutive patients who underwent SPECT and was validated in a separate cohort of patients who underwent SPECT (n = 5,819), 1 internal cohort of patients who underwent PET (n=4,631), and 1 external PET cohort (n = 7,028). RESULTS Final models were made for men and women and consisted of 9 variables including age, smoking, hypertension, diabetes, dyslipidemia, typical angina, prior percutaneous coronary intervention, prior coronary artery bypass graft, and prior myocardial infarction. Patients with a score ≤1 were stratified as low risk. The model was robust with areas under the curve of 0.684 (95% confidence interval [CI]: 0.674 to 0.694) and 0.681 (95% CI: 0.666 to 0.696) in the derivation cohort, 0.745 (95% CI: 0.728 to 0.762) and 0.701 (95% CI: 0.673 to 0.728) in the SPECT validation cohort, 0.672 (95% CI: 0.649 to 0.696) and 0.686 (95% CI: 0.663 to 0.710) in the internal PET validation cohort, and 0.756 (95% CI: 0.740 to 0.772) and 0.737 (95% CI: 0.716 to 0.757) in the external PET validation cohort in men and women, respectively. Men and women who scored ≤1 had negative likelihood ratios of 0.48 and 0.52, respectively. CONCLUSIONS A novel model, based on easily obtained clinical variables, is proposed to identify patients with low probability of having abnormal MPI results. This point-of-care tool may be used to identify a population that might qualify for stress-first MPI protocols.
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11
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Brindhaban A. Effective Dose to Patients from SPECT and CT During Myocardial Perfusion Imaging. J Nucl Med Technol 2020; 48:143-147. [DOI: 10.2967/jnmt.119.233874] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2019] [Accepted: 09/25/2019] [Indexed: 11/16/2022] Open
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12
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Oruc V, Hage FG. Low-dose stress-only myocardial perfusion imaging. J Nucl Cardiol 2020; 27:558-561. [PMID: 30298369 DOI: 10.1007/s12350-018-1455-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 08/30/2018] [Indexed: 11/29/2022]
Affiliation(s)
- Vedran Oruc
- Division of Cardiovascular Disease, University of Alabama at Birmingham, Birmingham, AL, USA.
| | - Fadi G Hage
- Division of Cardiovascular Disease, University of Alabama at Birmingham, Birmingham, AL, USA
- Division of Cardiovascular Disease, Birmingham Veterans Affairs Medical Center, 306 Lyons Harrison Research Building, 1900 University BLVD, Birmingham, AL, 35294, USA
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13
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Piekarski E, Manrique A, Rouzet F, Le Guludec D. Current Status of Myocardial Perfusion Imaging With New SPECT/CT Cameras. Semin Nucl Med 2020; 50:219-226. [PMID: 32284108 DOI: 10.1053/j.semnuclmed.2020.02.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Myocardial perfusion imaging (MPI) with Single-Photon Emission Computed Tomography (SPECT) has a major role in the management of coronary artery disease. Recent technological advances regarding SPECT detectors with the use of solid-state detectors has allowed for improved imaging quality since a decade with dramatic dose and/or time reduction of imaging protocols due to improved sensitivity and spatial resolution, and is now performed as a routine exam. Interestingly, this new technology has modified our everyday practice, from acquisition protocols (low dose and ultra-fast protocols) to image semiology. Numerous studies have shown how these technical advances have allowed for improved patient management, with similar or improved diagnostic and prognostic information derived from MPI. These improvements have also led to the straightforward implementation of myocardial blood flow measurement. This article reviews the current status of MPI using new SPECT and SPECT/CT cameras.
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Affiliation(s)
- Eve Piekarski
- Nuclear Medicine Department, Bichat Hospital, AP-HP, Paris, France; Université de Paris, Paris, France; Laboratory for Vascular Translational Science, INSERM, Paris, France
| | - Alain Manrique
- Normandie Univ, UNICAEN, Caen, France; Médecine Nucléaire, CHU de Caen, Caen, France; GIP Cyceron, Campus Jules Horowitz, Caen, France
| | - François Rouzet
- Nuclear Medicine Department, Bichat Hospital, AP-HP, Paris, France; Université de Paris, Paris, France; Laboratory for Vascular Translational Science, INSERM, Paris, France
| | - Dominique Le Guludec
- Nuclear Medicine Department, Bichat Hospital, AP-HP, Paris, France; Université de Paris, Paris, France; Laboratory for Vascular Translational Science, INSERM, Paris, France.
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14
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Grossmann M, Giannopoulos AA, Bechtiger FA, Messerli M, Schwyzer M, Benz DC, Kudura K, Gebhard C, Gräni C, Pazhenkottil AP, Kaufmann PA, Buechel RR. Ultra-low-dose computed tomography for attenuation correction of cadmium-zinc-telluride single photon emission computed tomography myocardial perfusion imaging. J Nucl Cardiol 2020; 27:228-237. [PMID: 29923103 DOI: 10.1007/s12350-018-1303-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 04/30/2018] [Indexed: 10/28/2022]
Abstract
BACKGROUND The applicability of ultra-low-dose computed tomography (CT) for attenuation correction (AC) of single-photon-emission computed tomography myocardial perfusion imaging (SPECT-MPI) remains elusive. METHODS AND RESULTS One-hundred patients underwent one-day 99mTc-tetrofosmin stress-rest MPI and non-contrast enhanced cardiac CT with 120, 80, and 70 kilovolt peak (kVp) tube voltage and tube current of 200 milliamperes for creation of AC maps. Normalized percent myocardial uptake from SPECT-MPI using 80 kVp scans for AC showed excellent correlation vs AC from 120 kVp scans for stress [intraclass correlation (ICC) = 0.988, 95% CI = 0.986-0.989, P < .001] and rest (ICC = 0.985, 95% CI = 0.983-0.987, P < .001) with narrow Bland-Altman limits of agreement (BA-LA) (- 5.3% to 4.5% and - 5.4% to 4.4%, respectively) and minimal bias (- 0.4% and - 0.5%, respectively). Correlation of AC SPECT-MPI based on 70 vs 120 kVp scans was excellent for stress (ICC = 0.988, 95% CI = 0.986-0.989, P < .001) and rest (ICC = 0.986, 95% CI = 0.984-0.987, P < .001) with narrow BA-LA (- 5.3% to 4.4% and - 5.2% to 4.5%, respectively) and small bias (- 0.4% and - 0.3%, respectively). Mean effective radiation dose for the 120, 80 and 70 kVp scans were 0.58 ± 0.07, 0.19 ± 0.02, and 0.12 ± 0.01 mSv, respectively. CONCLUSIONS Attenuation maps for MPI obtained from ultra-low radiation dose CT scans are interchangeable with attenuation maps from standard-dose CT while offering a substantial reduction in radiation dose exposure.
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Affiliation(s)
- Marvin Grossmann
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Ramistrasse 100, 8091, Zurich, Switzerland
| | - Andreas A Giannopoulos
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Ramistrasse 100, 8091, Zurich, Switzerland
| | - Fabiola A Bechtiger
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Ramistrasse 100, 8091, Zurich, Switzerland
| | - Michael Messerli
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Ramistrasse 100, 8091, Zurich, Switzerland
| | - Moritz Schwyzer
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Ramistrasse 100, 8091, Zurich, Switzerland
| | - Dominik C Benz
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Ramistrasse 100, 8091, Zurich, Switzerland
| | - Ken Kudura
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Ramistrasse 100, 8091, Zurich, Switzerland
| | - Catherine Gebhard
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Ramistrasse 100, 8091, Zurich, Switzerland
| | - Christoph Gräni
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Ramistrasse 100, 8091, Zurich, Switzerland
| | - Aju P Pazhenkottil
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Ramistrasse 100, 8091, Zurich, Switzerland
| | - Philipp A Kaufmann
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Ramistrasse 100, 8091, Zurich, Switzerland
| | - Ronny R Buechel
- Department of Nuclear Medicine, Cardiac Imaging, University Hospital Zurich, Ramistrasse 100, 8091, Zurich, Switzerland.
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15
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Wells RG. Dose reduction is good but it is image quality that matters. J Nucl Cardiol 2020; 27:238-240. [PMID: 30043253 DOI: 10.1007/s12350-018-1378-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 07/12/2018] [Indexed: 02/06/2023]
Affiliation(s)
- R Glenn Wells
- University of Ottawa Heart Institute, Cardiac Imaging Program, 40 Ruskin St, Ottawa, ON, K1Y4W7, Canada.
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16
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Acampa W, Assante R, Mannarino T, Zampella E, D'Antonio A, Buongiorno P, Gaudieri V, Nappi C, Giordano A, Mainolfi CG, Petretta M, Cuocolo A. Low-dose dynamic myocardial perfusion imaging by CZT-SPECT in the identification of obstructive coronary artery disease. Eur J Nucl Med Mol Imaging 2019; 47:1705-1712. [PMID: 31848673 DOI: 10.1007/s00259-019-04644-6] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 11/28/2019] [Indexed: 12/22/2022]
Abstract
BACKGROUND We measured myocardial blood flow (MBF) and myocardial perfusion reserve (MPR) by a dynamic low-dose CZT-SPECT protocol in patients with suspected or known coronary artery disease (CAD) and investigated the capability of dynamic data in predicting obstructive CAD. A total of 173 patients with suspected or known CAD underwent dynamic CZT-SPECT after the injection of 155 MBq and 370 MBq of 99mTc-sestamibi for rest and stress imaging, respectively. Standard rest and stress imaging were performed at the end of each dynamic scan. A total perfusion defect (TPD) < 5% were considered normal. Obstructive CAD was defined as ≥ 70% stenosis at coronary angiography. RESULTS Global MPR was lower (p < 0.05) in patients with abnormal compared with those with normal MPI (2.40 ± 0.7 vs. 2.70 ± 0.8). A weak, albeit significant correlation between TPD and MPR (r = - 0.179, p < 0.05) was found. In 91 patients with available angiographic data, hyperemic MBF (2.59 ± 1.2 vs. 3.24 ± 1.1 ml/min/g) and MPR (1.96 ± 0.7 vs. 2.74 ± 0.9) were lower (both p < 0.05) in patients with obstructive CAD (n = 21) compared with those without (n = 70). At univariable analysis, TPD, hyperemic MBF, and MPR were significant predictors of obstructive CAD, whereas only MPR was independent predictor at multivariable analysis (p < 0.05). At per vessels analysis, regional hyperemic MBF (2.59 ± 1.2 vs. 3.24 ± 1.1 ml/min/g) and regional MPR (1.96 ± 0.7 vs. 2.74 ± 0.9) were lower in the 31 vessels with obstructive CAD compared with 242 vessels without (both p < 0.05). CONCLUSIONS In patients with suspected or known CAD, MPR assessed by low-dose dynamic CZT-SPECT showed a good correlation with myocardial perfusion imaging findings and it could be useful to predict obstructive CAD.
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Affiliation(s)
- Wanda Acampa
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy.,Institute of Biostructure and Bioimaging, National Council of Research, Naples, Italy
| | - Roberta Assante
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | - Teresa Mannarino
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | - Emilia Zampella
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | - Adriana D'Antonio
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | - Pietro Buongiorno
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | - Valeria Gaudieri
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | - Carmela Nappi
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | - Alessia Giordano
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | | | - Mario Petretta
- Department of Translational Medical Sciences, University Federico II, Naples, Italy
| | - Alberto Cuocolo
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
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17
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Abbott BG, Case JA, Dorbala S, Einstein AJ, Galt JR, Pagnanelli R, Bullock-Palmer RP, Soman P, Wells RG. Contemporary Cardiac SPECT Imaging-Innovations and Best Practices: An Information Statement from the American Society of Nuclear Cardiology. Circ Cardiovasc Imaging 2019; 11:e000020. [PMID: 30354679 DOI: 10.1161/hci.0000000000000020] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- Brian G Abbott
- Warren Alpert Medical School, Brown University, Providence, RI (B.G.A.)
| | - James A Case
- Cardiovascular Imaging Technologies, Kansas City, MO (J.A.C.)
| | - Sharmila Dorbala
- Harvard Medical School, Brigham and Women's Hospital, Boston, MA (S.D.)
| | - Andrew J Einstein
- Columbia University Irving Medical Center and New York-Presbyterian Hospital, New York, NY (A.J.E.)
| | - James R Galt
- Emory University School of Medicine, Atlanta, GA (J.R.G.)
| | | | | | - Prem Soman
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA (P.S.)
| | - R Glenn Wells
- University of Ottawa Heart Institute, Ottawa, Canada (R.G.W.)
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18
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Slomka PJ, Miller RJ, Hu LH, Germano G, Berman DS. Solid-State Detector SPECT Myocardial Perfusion Imaging. J Nucl Med 2019; 60:1194-1204. [DOI: 10.2967/jnumed.118.220657] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Accepted: 06/18/2019] [Indexed: 02/07/2023] Open
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19
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Nkoulou R, Fuchs T, Pazhenkottil AP, Wolfrum M, Buechel RR, Gaemperli O, Kaufmann PA. High efficiency gamma camera enables ultra-low fixed dose stress/rest myocardial perfusion imaging. Eur Heart J Cardiovasc Imaging 2019; 20:218-224. [PMID: 29868718 DOI: 10.1093/ehjci/jey077] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2017] [Accepted: 05/11/2018] [Indexed: 11/13/2022] Open
Abstract
Aims We validated a 1-day myocardial perfusion imaging (MPI) protocol using an ultra low-dose(ULD) equal for stress and rest on a cadmium zinc telluride (CZT). Methods and results Fifty-six patients underwent a 1-day MPI protocol using a standard (SD) 99mTc-tetrofosmin dose at stress (320 MBq) and rest (960 MBq) with 5 min acquisition time each (SD). Within 2 weeks MPI was repeated using ULD 99mTc-tetrofosmin equal for stress and rest (160 MBq) with 15 min acquisition time each (ULD). All scans were performed on a CZT camera (DNM 570c, GE Healthcare). Background subtraction was applied on the rest MPI of the ULD using P-mod software. Presence and extent of perfusion defect were analysed. Pearson's correlation was used to compare ejection fraction (EF), end diastolic volume (EDV), and end systolic volume (ESV) between both protocols. SD revealed ischaemia in 23, scar in 3, and an equivocal finding in 1 patient, while normal findings were documented in 29 patients. ULD resulted in the following findings: ischaemia 23, scar 3, and 30 normal scans. Congruence of SD and ULD was 22/23 for ischaemia, 3/3 for scar, and 29/29 in normal patients; one patient with ischaemia in SD was classified as scar in ULD. Overall agreement of ULD with SD was 98%. The mean extent of defect was comparable between SD and ULD for the stress (10% vs. 11%, respectively, P = NS) and rest studies (5% vs. 7%, respectively, P = NS). An excellent correlation between SD and ULD was found for EF (r = 0.93), EDV (r = 0.95), and ESV (r = 0.97). Conclusion CZT cameras may enable reliable MPI scanning in patients with known or suspected coronary artery disease using protocols with about a factor 4-decrease in radiation dose exposure compared with traditional protocols.
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Affiliation(s)
- Rene Nkoulou
- Department of Cardiology, University Hospitals Geneva, Rue Gabrielle Perret Gentil 4, Geneva, Switzerland
| | - Tobias Fuchs
- Deparment of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Aju P Pazhenkottil
- Deparment of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Mathias Wolfrum
- Deparment of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Ronny R Buechel
- Deparment of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Oliver Gaemperli
- Deparment of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Philipp A Kaufmann
- Deparment of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland
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20
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Shah AB, Kirsch J, Bolen MA, Batlle JC, Brown RK, Eberhardt RT, Hurwitz LM, Inacio JR, Jin JO, Krishnamurthy R, Leipsic JA, Rajiah P, Singh SP, White RD, Zimmerman SL, Abbara S. ACR Appropriateness Criteria® Chronic Chest Pain-Noncardiac Etiology Unlikely-Low to Intermediate Probability of Coronary Artery Disease. J Am Coll Radiol 2018; 15:S283-S290. [DOI: 10.1016/j.jacr.2018.09.021] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Accepted: 09/07/2018] [Indexed: 11/29/2022]
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21
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Abbott BG, Case JA, Dorbala S, Einstein AJ, Galt JR, Pagnanelli R, Bullock-Palmer RP, Soman P, Wells RG. Contemporary Cardiac SPECT Imaging-Innovations and Best Practices: An Information Statement from the American Society of Nuclear Cardiology. J Nucl Cardiol 2018; 25:1847-1860. [PMID: 30143954 DOI: 10.1007/s12350-018-1348-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
This information statement from the American Society of Nuclear Cardiology highlights advances in cardiac SPECT imaging and supports the incorporation of new technology and techniques in laboratories performing nuclear cardiology procedures. The document focuses on the application of the latest imaging protocols and the utilization of newer hardware and software options to perform high quality, state-of-the-art SPECT nuclear cardiology procedures. Recommendations for best practices of cardiac SPECT imaging are discussed, highlighting what imaging laboratories should be doing as the standard of care in 2018 to achieve optimal results (based on the ASNC 2018 SPECT guideline [Dorbala et al., J Nucl Cardiol. 2018. https://doi.org/10.1007/s12350-018-1283-y ]).
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Affiliation(s)
- Brian G Abbott
- Warren Alpert Medical School, Brown University, Providence, RI, USA.
| | - James A Case
- Cardiovascular Imaging Technologies, Kansas City, MO, USA
| | - Sharmila Dorbala
- Harvard Medical School, Brigham and Women's Hospital, Boston, MA, USA
| | - Andrew J Einstein
- Columbia University Irving Medical Center and New York-Presbyterian Hospital, New York, NY, USA
| | - James R Galt
- Emory University School of Medicine, Atlanta, GA, USA
| | | | | | - Prem Soman
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - R Glenn Wells
- University of Ottawa Heart Institute, Ottawa, Canada
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22
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Dorbala S, Ananthasubramaniam K, Armstrong IS, Chareonthaitawee P, DePuey EG, Einstein AJ, Gropler RJ, Holly TA, Mahmarian JJ, Park MA, Polk DM, Russell R, Slomka PJ, Thompson RC, Wells RG. Single Photon Emission Computed Tomography (SPECT) Myocardial Perfusion Imaging Guidelines: Instrumentation, Acquisition, Processing, and Interpretation. J Nucl Cardiol 2018; 25:1784-1846. [PMID: 29802599 DOI: 10.1007/s12350-018-1283-y] [Citation(s) in RCA: 214] [Impact Index Per Article: 35.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Sharmila Dorbala
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
| | | | | | | | | | - Andrew J Einstein
- Columbia University Medical Center and New York-Presbyterian Hospital, New York, NY, USA
| | | | - Thomas A Holly
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - John J Mahmarian
- Houston Methodist Hospital and Weill Cornell Medical College, Houston, TX, USA
| | | | - Donna M Polk
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | | | | | - R Glenn Wells
- University of Ottawa Heart Institute, Ottawa, Canada
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23
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Gutstein A, Bental T, Solodky A, Mats I, Zafrir N. Prognosis of stress-only SPECT myocardial perfusion imaging with prone imaging. J Nucl Cardiol 2018; 25:809-816. [PMID: 27671493 DOI: 10.1007/s12350-016-0617-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Accepted: 06/16/2016] [Indexed: 11/28/2022]
Abstract
BACKGROUND Stress-only single-photon emission computed tomography myocardial perfusion imaging (SO SPECT MPI) is associated with similarly benign prognosis as stress-rest SPECT MPI. However, previous studies have used attenuation correction rather than prone imaging to increase the rate of SO studies. OBJECTIVES To assess the prognosis of SO SPECT MPI performed with prone imaging. METHODS We performed a retrospective cohort analysis of all patients who underwent a Tc-99m gated SPECT MPI over a 58-month period. RESULTS Two thousand four hundred and sixty five patients were followed up. Of them, 1114 (45.2%) patients had a SO supine test, 388 (15.7%) underwent a SO supine and prone test, and the remaining 963 (39.1%) patients underwent a full stress-rest SPECT MPI. There was a similar annual mortality rate between the SO supine/prone group (1.3%), the SO supine (1.5%), and the stress-rest (1.5%) group (P = 0.47). Patients in the stress-rest group were significantly more likely to suffer from myocardial infarction (MI) as compared to the other two groups with an annual rate of 0.7% as compared to 0.4% (P = 0.049). CONCLUSIONS Normal supine-prone SO SPECT MPI is associated with a similarly benign prognosis as stress-rest SPECT MPI. The adjunction of prone imaging to the stress supine significantly increases the rate of SO SPECT MPI.
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Affiliation(s)
- Ariel Gutstein
- Rabin Medical Center, Tel-Aviv University, Petach Tikva, Israel.
| | - Tamir Bental
- Rabin Medical Center, Tel-Aviv University, Petach Tikva, Israel
| | | | - Israel Mats
- Rabin Medical Center, Tel-Aviv University, Petach Tikva, Israel
| | - Nili Zafrir
- Rabin Medical Center, Tel-Aviv University, Petach Tikva, Israel.
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24
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Goshen E, Beilin L, Stern E, Kenig T, Goldkorn R, Ben-Haim S. Feasibility study of a novel general purpose CZT-based digital SPECT camera: initial clinical results. EJNMMI Phys 2018. [PMID: 29536291 PMCID: PMC5849748 DOI: 10.1186/s40658-018-0205-z] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Background The performance of a prototype novel digital single-photon emission computed tomography (SPECT) camera with multiple pixelated CZT detectors and high sensitivity collimators (Digital SPECT; Valiance X12 prototype, Molecular Dynamics) was evaluated in various clinical settings. Images obtained in the prototype system were compared to images from an analog camera fitted with high-resolution collimators. Clinical feasibility, image quality, and diagnostic performance of the prototype were evaluated in 36 SPECT studies in 35 patients including bone (n = 21), brain (n = 5), lung perfusion (n = 3), and parathyroid (n = 3) and one study each of sentinel node and labeled white blood cells. Images were graded on a scale of 1–4 for sharpness, contrast, overall quality, and diagnostic confidence. Results Digital CZT SPECT provided a statistically significant improvement in sharpness and contrast in clinical cases (mean score of 3.79 ± 0.61 vs. 3.26 ± 0.50 and 3.92 ± 0.29 vs. 3.34 ± 0.47 respectively, p < 0.001 for both). Overall image quality was slightly higher for the digital SPECT but not statistically significant (3.74 vs. 3.66). Conclusion CZT SPECT provided significantly improved image sharpness and contrast compared to the analog system in the clinical settings evaluated. Further studies will evaluate the diagnostic performance of the system in large patient cohorts in additional clinical settings.
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Affiliation(s)
- Elinor Goshen
- Department of Nuclear Medicine, Chaim Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel. .,Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | | | - Eli Stern
- Molecular Dynamics, Hamilton, Bermuda
| | - Tal Kenig
- Molecular Dynamics, Hamilton, Bermuda
| | - Ronen Goldkorn
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.,Department of Nuclear Cardiology, Chaim Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
| | - Simona Ben-Haim
- Department of Nuclear Medicine, Chaim Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel.,Institute of Nuclear Medicine, University College London and UCL Hospitals, London, UK
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26
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Songy B, Guernou M, Hivoux D, Attias D, Lussato D, Queneau M, Bonardel G, Bertaux M. Prognostic value of one millisievert exercise myocardial perfusion imaging in patients without known coronary artery disease. J Nucl Cardiol 2018; 25:120-130. [PMID: 27506702 DOI: 10.1007/s12350-016-0601-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2016] [Accepted: 07/06/2016] [Indexed: 10/21/2022]
Abstract
The aim of this study was to assess the prognostic value of normal ultra-low-dose exercise MPI with a CZT camera. METHODS 1901 consecutive patients without known CAD referred for exercise MPI with 1.8 MBq/kg (0.05 mCi) of Tc99m sestamibi or tetrofosmin and a CZT camera were included prospectively. Patients with an abnormal scan requiring an additional resting image (230) or a submaximal exercise test (271) were excluded. The 1400 remaining patients were followed for 39 months. The primary end-point was cardiac events (cardiac death, nonfatal myocardial infarction, and revascularization). The secondary end-point was noncardiac death. RESULTS The mean injected activity was 145 ± 37 MBq (3.9 ± 1 mCi), the mean acquisition duration was 10 ± 0.7 minutes, and the mean effective dose was 0.91 ± 0.13 mSv. 1288 patients (92%) achieved full follow-up. We observed 22 cardiac events and 16 noncardiac deaths. The annualized rates were equivalent to 0.55% for cardiac events and 0.37% for noncardiac mortality. CONCLUSIONS Normal ultra-low-dose exercise MPI with a CZT camera has a high negative predictive value. The effective dose was less than 1 mSv, and the study thus allays concerns about radiation burden.
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Affiliation(s)
- Bernard Songy
- Nuclear Cardiology, Centre Cardiologique du Nord (CCN), Paris, France.
| | - Mohamed Guernou
- Nuclear Cardiology, Centre Cardiologique du Nord (CCN), Paris, France
| | - Daniel Hivoux
- Cardiology, Centre Cardiologique du Nord (CCN), Paris, France
| | - David Attias
- Cardiology, Centre Cardiologique du Nord (CCN), Paris, France
| | - David Lussato
- Nuclear Cardiology, Centre Cardiologique du Nord (CCN), Paris, France
| | - Mathieu Queneau
- Nuclear Cardiology, Centre Cardiologique du Nord (CCN), Paris, France
| | - Gerald Bonardel
- Nuclear Cardiology, Centre Cardiologique du Nord (CCN), Paris, France
| | - Marc Bertaux
- Nuclear Cardiology, Centre Cardiologique du Nord (CCN), Paris, France
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27
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Henzlova MJ. SPECT: Workhorse of state of the art nuclear cardiology. J Nucl Cardiol 2018; 25:195-197. [PMID: 28730415 DOI: 10.1007/s12350-017-1001-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2017] [Revised: 03/30/2017] [Indexed: 10/19/2022]
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28
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Duvall WL, Tandon TS, Henzlova MJ. The time is now: Dose reduction for myocardial perfusion imaging. J Nucl Cardiol 2018; 25:131-133. [PMID: 27535414 DOI: 10.1007/s12350-016-0639-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Accepted: 07/29/2016] [Indexed: 10/21/2022]
Affiliation(s)
- W Lane Duvall
- Division of Cardiology, Hartford Hospital, Hartford, CT, USA.
| | - Tarun S Tandon
- Division of Cardiology, Hartford Hospital, Hartford, CT, USA
| | - Milena J Henzlova
- Division of Cardiology, Mount Sinai Medical Center, New York, NY, USA
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29
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van Dijk JD, Borren NM, Mouden M, van Dalen JA, Ottervanger JP, Jager PL. Effect of a patient-specific minimum activity in stress myocardial perfusion imaging using CZT-SPECT: Prognostic value, radiation dose, and scan outcome. J Nucl Cardiol 2018; 25:26-35. [PMID: 28822102 DOI: 10.1007/s12350-017-1011-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Accepted: 05/31/2017] [Indexed: 10/19/2022]
Abstract
BACKGROUND SPECT Myocardial perfusion imaging (MPI) is associated with a relatively high radiation burden and decreasing image quality in heavy patients. Patient-specific low-activity protocols (PLAPs) are suggested but follow-up data is lacking. Our aim was to compare the use of a standard fixed-activity protocol (FAP) with a PLAP in cadmium zinc telluride (CZT)-SPECT MPI. METHODS We retrospectively included 1255 consecutive patients who underwent CZT-SPECT stress-optional rest MPI. 668 Patients were scanned using FAP (370 MBq) and 587 patients using PLAP (2.25 MBq·kg-1). Percentage of scans interpreted as normal, radiation dose, and 1-year follow-up including hard event rates (all-cause death or non-fatal myocardial infarction) were collected and compared. RESULTS The percentage of scans interpreted as normal was 67% in FAP and 70% in PLAP groups (P = .29). The annualized hard event rates in these patients were 1.0% in the FAP and 0.9% in the PLAP group (P = .86). However, the mean radiation dose decreased by 23% for stress-only and by 15% to 2.6 mSv for stress-optional rest MPI after introduction of the PLAP (p<0.001). CONCLUSIONS Introduction of a patient-specific low-activity protocol does not affect the percentage of scans interpreted as normal or prognosis but significantly lowers the radiation dose for CZT-SPECT MPI.
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Affiliation(s)
- J D van Dijk
- Department of Nuclear Medicine, Isala Hospital, PO Box 10400, 8000 GK, Zwolle, The Netherlands.
- MIRA: Institute for Biomedical Technology and Technical Medicine, University of Twente, Enschede, The Netherlands.
| | - N M Borren
- Department of Cardiology, Isala Hospital, Zwolle, The Netherlands
| | - M Mouden
- Department of Cardiology, Isala Hospital, Zwolle, The Netherlands
| | - J A van Dalen
- Department of Medical Physics, Isala Hospital, Zwolle, The Netherlands
| | - J P Ottervanger
- Department of Cardiology, Isala Hospital, Zwolle, The Netherlands
| | - P L Jager
- Department of Nuclear Medicine, Isala Hospital, PO Box 10400, 8000 GK, Zwolle, The Netherlands
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Dondi M, Pascual T, Paez D, Einstein AJ. Nuclear Cardiology: Are We Using the Right Protocols and Tracers the Right Way? Am J Cardiovasc Drugs 2017; 17:441-446. [PMID: 28444638 DOI: 10.1007/s40256-017-0230-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The field of nuclear cardiology has changed considerably over recent years, with greater attention paid to safety and radiation protection issues. The wider usage of technetium-99m (Tc-99m)-labeled radiopharmaceuticals for single-photon emission computed tomography (SPECT) imaging using gamma cameras has contributed to better quality studies and lower radiation exposure to patients. Increased availability of tracers and scanners for positron emission tomography (PET) will help further improve the quality of studies and quantify myocardial blood flow and myocardial flow reserve, thus enhancing the contribution of non-invasive imaging to the management of coronary artery disease. The introduction of new instrumentation such as solid state cameras and new software will help reduce further radiation exposure to patients undergoing nuclear cardiology studies. Results from recent studies, focused on assessing the relationship between best practices and radiation risk, provide useful insights on simple measures to improve the safety of nuclear cardiology studies without compromising the quality of results.
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Affiliation(s)
- Maurizio Dondi
- Nuclear Medicine and Diagnostic Imaging Section, Division of Human Health, International Atomic Energy Agency, Vienna, Austria.
| | - Thomas Pascual
- Nuclear Medicine and Diagnostic Imaging Section, Division of Human Health, International Atomic Energy Agency, Vienna, Austria
| | - Diana Paez
- Nuclear Medicine and Diagnostic Imaging Section, Division of Human Health, International Atomic Energy Agency, Vienna, Austria
| | - Andrew J Einstein
- Division of Cardiology, Department of Medicine, Columbia University Medical Center/New York-Presbyterian Hospital, New York, NY, USA
- Department of Radiology, Columbia University Medical Center/New York-Presbyterian Hospital, New York, NY, USA
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31
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Holly TA. A world view of nuclear cardiology practices: Think globally, act locally. J Nucl Cardiol 2017; 24:860-861. [PMID: 26917419 DOI: 10.1007/s12350-016-0454-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Accepted: 02/12/2016] [Indexed: 10/22/2022]
Affiliation(s)
- Thomas A Holly
- Northwestern University Feinberg School of Medicine, Chicago, USA.
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32
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Vitola JV, Mut F, Alexánderson E, Pascual TNB, Mercuri M, Karthikeyan G, Better N, Rehani MM, Kashyap R, Dondi M, Paez D, Einstein AJ. Opportunities for improvement on current nuclear cardiology practices and radiation exposure in Latin America: Findings from the 65-country IAEA Nuclear Cardiology Protocols cross-sectional Study (INCAPS). J Nucl Cardiol 2017; 24:851-859. [PMID: 26902484 DOI: 10.1007/s12350-016-0433-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Revised: 01/07/2016] [Indexed: 10/22/2022]
Abstract
BACKGROUND Comparison of Latin American (LA) nuclear cardiology (NC) practice with that in the rest of the world (RoW) will identify areas for improvement and lead to educational activities to reduce radiation exposure from NC. METHODS AND RESULTS INCAPS collected data on all SPECT and PET procedures performed during a single week in March-April 2013 in 36 laboratories in 10 LA countries (n = 1139), and 272 laboratories in 55 countries in RoW (n = 6772). Eight "best practices" were identified a priori and a radiation-related Quality Index (QI) was devised indicating the number used. Mean radiation effective dose (ED) in LA was higher than in RoW (11.8 vs 9.1 mSv, p < 0.001). Within a populous country like Brazil, a wide variation in laboratory mean ED was found, ranging from 8.4 to 17.8 mSv. Only 11% of LA laboratories achieved median ED <9 mSv, compared to 32% in RoW (p < 0.001). QIs ranged from 2 in a laboratory in Mexico to 7 in a laboratory in Cuba. Three major opportunities to reduce ED for LA patients were identified: (1) more laboratories could implement stress-only imaging, (2) camera-based methods of ED reduction, including prone imaging, could be more frequently used, and (3) injected activity of 99mTc could be adjusted reflecting patient weight/habitus. CONCLUSIONS On average, radiation dose from NC is higher in LA compared to RoW, with median laboratory ED <9 mSv achieved only one third as frequently as in RoW. Opportunities to reduce radiation exposure in LA have been identified and guideline-based recommendations made to optimize protocols and adhere to the "as low as reasonably achievable" (ALARA) principle.
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Affiliation(s)
| | - Fernando Mut
- Departamento de Medicina Nuclear, Asociación Española, Montevideo, Uruguay
| | - Erick Alexánderson
- Departamento de Cardiología Nuclear, Instituto Nacional de Cardiología "Ignacio Chávez", Mexico, Mexico
| | - Thomas N B Pascual
- Section of Nuclear Medicine and Diagnostic Imaging, Division of Human Health, International Atomic Energy Agency, Vienna, Austria
| | - Mathew Mercuri
- Division of Cardiology, Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital, 622 West 168th Street PH 10-203, New York, NY, 10032, USA
| | - Ganesan Karthikeyan
- Department of Cardiology, All India Institute of Medical Sciences, New Delhi, India
| | - Nathan Better
- Department of Nuclear Medicine, Royal Melbourne Hospital and University of Melbourne, Parkville, Australia
| | - Madan M Rehani
- Radiation Protection of Patients Unit, International Atomic Energy Agency, Vienna, Austria
- Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA
| | - Ravi Kashyap
- Section of Nuclear Medicine and Diagnostic Imaging, Division of Human Health, International Atomic Energy Agency, Vienna, Austria
| | - Maurizio Dondi
- Section of Nuclear Medicine and Diagnostic Imaging, Division of Human Health, International Atomic Energy Agency, Vienna, Austria
| | - Diana Paez
- Section of Nuclear Medicine and Diagnostic Imaging, Division of Human Health, International Atomic Energy Agency, Vienna, Austria
| | - Andrew J Einstein
- Division of Cardiology, Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital, 622 West 168th Street PH 10-203, New York, NY, 10032, USA.
- Department of Radiology, Columbia University Medical Center and New York-Presbyterian Hospital, New York, NY, USA.
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Henzlova MJ, Duvall WL. What do we know? What do we need to know? J Nucl Cardiol 2017; 24:252-254. [PMID: 27535415 DOI: 10.1007/s12350-016-0640-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2016] [Accepted: 07/29/2016] [Indexed: 10/21/2022]
Affiliation(s)
- Milena J Henzlova
- Division of Cardiology, Mount Sinai Medical Center, New York, NY, USA
| | - W Lane Duvall
- Division of Cardiology, Hartford Hospital, Hartford, CT, USA.
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Slomka P, Hung GU, Germano G, Berman DS. Novel SPECT Technologies and Approaches in Cardiac Imaging. CARDIOVASCULAR INNOVATIONS AND APPLICATIONS 2016; 2:31-46. [PMID: 29034066 PMCID: PMC5640436 DOI: 10.15212/cvia.2016.0052] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Recent novel approaches in myocardial perfusion single photon emission CT (SPECT) have been facilitated by new dedicated high-efficiency hardware with solid-state detectors and optimized collimators. New protocols include very low-dose (1 mSv) stress-only, two-position imaging to mitigate attenuation artifacts, and simultaneous dual-isotope imaging. Attenuation correction can be performed by specialized low-dose systems or by previously obtained CT coronary calcium scans. Hybrid protocols using CT angiography have been proposed. Image quality improvements have been demonstrated by novel reconstructions and motion correction. Fast SPECT acquisition facilitates dynamic flow and early function measurements. Image processing algorithms have become automated with virtually unsupervised extraction of quantitative imaging variables. This automation facilitates integration with clinical variables derived by machine learning to predict patient outcome or diagnosis. In this review, we describe new imaging protocols made possible by the new hardware developments. We also discuss several novel software approaches for the quantification and interpretation of myocardial perfusion SPECT scans.
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Affiliation(s)
- Piotr Slomka
- Departments of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Guang-Uei Hung
- Department of Nuclear Medicine, Chang Bing Show Chwan Memorial Hospital, Changhua, Taiwan
| | - Guido Germano
- Departments of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Daniel S. Berman
- Departments of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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Myocardial perfusion scintigraphy dosimetry: optimal use of SPECT and SPECT/CT technologies in stress-first imaging protocol. Clin Transl Imaging 2016; 4:491-498. [PMID: 27933282 PMCID: PMC5118398 DOI: 10.1007/s40336-016-0212-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Accepted: 10/20/2016] [Indexed: 01/11/2023]
Abstract
Purpose Over the past decade, nuclear medicine experts have been seeking to minimize patient exposure to radiation in myocardial perfusion scintigraphy (MPS). This review describes the latest technological innovations in MPS, particularly with regard to dose reduction. Methods We searched in PubMed for original clinical papers in English, published after 2008, using the following research criteria: (dose) and ((reduction) or (reducing)) and ((myocardial) or (cardiac) or (heart)) and ((nuclear medicine) or (nuclear imaging) or (radionuclide) or (scintigraphy) or (SPET) or (SPECT)). Thereafter, recent reviews on the topic were considered and other relevant clinical papers were added to the results. Results Of 202 non-duplicate articles, 17 were included. To these, another eight papers cited in recent reviews were added. By optimizing the features of software, i.e., through algorithms for iterative reconstruction with resolution recovery (IRRs), and hardware, i.e., scanners and collimators, and by preferring, unless otherwise indicated, the use of stress-first imaging protocols, it has become possible to reduce the effective dose by at least 50% in stress/rest protocols, and by up to 89% in patients undergoing a diagnostic stress-only study with new technology. With today’s SPECT/CT systems, the use of a stress-first protocol can conveniently be performed, resulting in an overall dose reduction of about 35% if two-thirds of stress-first examinations were considered definitively normal. Conclusion Using innovative gamma cameras, collimators and software, as well as, unless otherwise indicated, stress-first imaging protocols, it has become possible to reduce significantly the effective dose in a high percentage of patients, even when X-ray CT scanning is performed for attenuation correction.
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37
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Denisova NV, Terekhov IN. A study of myocardial perfusion SPECT imaging with reduced radiation dose using maximum likelihood and entropy-based maximum
a posteriori
approaches. Biomed Phys Eng Express 2016. [DOI: 10.1088/2057-1976/2/5/055015] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Performance of cardiac cadmium-zinc-telluride gamma camera imaging in coronary artery disease: a review from the cardiovascular committee of the European Association of Nuclear Medicine (EANM). Eur J Nucl Med Mol Imaging 2016; 43:2423-2432. [PMID: 27542010 DOI: 10.1007/s00259-016-3467-5] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Accepted: 07/11/2016] [Indexed: 10/21/2022]
Abstract
The trade-off between resolution and count sensitivity dominates the performance of standard gamma cameras and dictates the need for relatively high doses of radioactivity of the used radiopharmaceuticals in order to limit image acquisition duration. The introduction of cadmium-zinc-telluride (CZT)-based cameras may overcome some of the limitations against conventional gamma cameras. CZT cameras used for the evaluation of myocardial perfusion have been shown to have a higher count sensitivity compared to conventional single photon emission computed tomography (SPECT) techniques. CZT image quality is further improved by the development of a dedicated three-dimensional iterative reconstruction algorithm, based on maximum likelihood expectation maximization (MLEM), which corrects for the loss in spatial resolution due to line response function of the collimator. All these innovations significantly reduce imaging time and result in a lower patient's radiation exposure compared with standard SPECT. To guide current and possible future users of the CZT technique for myocardial perfusion imaging, the Cardiovascular Committee of the European Association of Nuclear Medicine, starting from the experience of its members, has decided to examine the current literature regarding procedures and clinical data on CZT cameras. The committee hereby aims 1) to identify the main acquisitions protocols; 2) to evaluate the diagnostic and prognostic value of CZT derived myocardial perfusion, and finally 3) to determine the impact of CZT on radiation exposure.
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Lyon MC, Foster C, Ding X, Dorbala S, Spence D, Bhattacharya M, Vija AH, DiCarli MF, Moore SC. Dose reduction in half-time myocardial perfusion SPECT-CT with multifocal collimation. J Nucl Cardiol 2016; 23:657-67. [PMID: 27033352 DOI: 10.1007/s12350-016-0471-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Revised: 01/26/2016] [Indexed: 10/22/2022]
Abstract
BACKGROUND Recent technological advances in myocardial perfusion imaging may warrant the use of lower injected activity. We evaluated whether quantitative measures of stress myocardial perfusion defects using Tc-99m sestamibi and low-energy high-resolution (LEHR) collimators are equivalent to lower dose SPECT-CT with cardiac multifocal collimators and software (IQ·SPECT). METHODS 93 patients underwent one-day rest-stress gated SPECT-CT. Following conventional rest imaging, 925-1100 MBq (25-30 mCi) of Tc-99m sestamibi was injected during stress testing. Stress SPECT-CT images were acquired two ways: with LEHR (13 minutes) and IQ·SPECT (7 minutes). Low-dose IQ·SPECT stress was simulated by subsampling the full-dose data to half-, quarter-, and eighth-count levels. Abnormalities were quantified using the total perfusion deficit (TPD) score and dose-specific databases. RESULTS The mean ± SD of the differences between LEHR and IQ·SPECT TPD scores were -1.01 ± 5.36%, -0.10 ± 5.81%, 1.78 ± 4.81%, and 1.75 ± 6.05% at full, half, quarter, and eighth doses, respectively. Differences were statistically significant for quarter and eighth doses. Correlation between LEHR and IQ·SPECT was excellent at all doses (R ≥ 0.93). Bland-Altman plots demonstrated minimal bias. CONCLUSIONS With IQ·SPECT, quantitative stress SPECT-CT imaging is possible with half of the standard injected activity in half the time.
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Affiliation(s)
- Morgan C Lyon
- Division of Nuclear Medicine, Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA.
- Department of Radiology, Harvard Medical School, Boston, MA, USA.
- inviCRO, 27 Drydock Ave, Boston, MA, 02210, USA.
| | - Courtney Foster
- Division of Nuclear Medicine, Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA
| | - Xinhong Ding
- Molecular Imaging, Siemens Medical Solutions USA, Inc., Hoffman Estates, IL, USA
| | - Sharmila Dorbala
- Division of Nuclear Medicine, Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA
- Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - Don Spence
- Molecular Imaging, Siemens Medical Solutions USA, Inc., Hoffman Estates, IL, USA
| | | | - A Hans Vija
- Molecular Imaging, Siemens Medical Solutions USA, Inc., Hoffman Estates, IL, USA
| | - Marcelo F DiCarli
- Division of Nuclear Medicine, Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA
- Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - Stephen C Moore
- Division of Nuclear Medicine, Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA
- Department of Radiology, Harvard Medical School, Boston, MA, USA
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Henzlova MJ, Duvall WL. Which SPECT for today, which SPECT for tomorrow? J Nucl Cardiol 2016; 23:803-6. [PMID: 27072000 DOI: 10.1007/s12350-016-0496-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Accepted: 03/29/2016] [Indexed: 11/26/2022]
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41
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Thompson RC. Using advanced technology to reduce the dose of SPECT MPI radiation. J Nucl Cardiol 2016; 23:668-9. [PMID: 27000879 DOI: 10.1007/s12350-016-0472-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2016] [Accepted: 03/04/2016] [Indexed: 11/28/2022]
Affiliation(s)
- Randall C Thompson
- St. Luke's Mid America Heart Institute and the University of Missouri - Kansas City, 4330 Wornall Rd, Suite 2000, Kansas City, MO, 64111, USA.
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42
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Ben-Haim S, Kennedy J, Keidar Z. Novel Cadmium Zinc Telluride Devices for Myocardial Perfusion Imaging—Technological Aspects and Clinical Applications. Semin Nucl Med 2016; 46:273-85. [DOI: 10.1053/j.semnuclmed.2016.01.002] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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43
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Acampa W, Buechel RR, Gimelli A. Low dose in nuclear cardiology: state of the art in the era of new cadmium–zinc–telluride cameras. Eur Heart J Cardiovasc Imaging 2016; 17:591-5. [DOI: 10.1093/ehjci/jew036] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Accepted: 02/13/2016] [Indexed: 01/22/2023] Open
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Marcassa C, Zoccarato O. Radiation Dose Reduction from Radionuclide Myocardial Perfusion Imaging. CURRENT CARDIOVASCULAR IMAGING REPORTS 2016. [DOI: 10.1007/s12410-015-9364-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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45
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Hill KD, Einstein AJ. New approaches to reduce radiation exposure. Trends Cardiovasc Med 2015; 26:55-65. [PMID: 25962784 DOI: 10.1016/j.tcm.2015.04.005] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Revised: 04/04/2015] [Accepted: 04/07/2015] [Indexed: 12/20/2022]
Abstract
Exposure to ionizing radiation is associated with a long-term risk of health effects, including cancer. Radiation exposure to the U.S. population from cardiac imaging has increased markedly over the past three decades. Initiatives to reduce radiation exposure have focused on the tenets of appropriate study "justification" and "optimization" of imaging protocols. This article reviews ways to optimally reduce radiation dose across the spectrum of cardiac imaging.
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Affiliation(s)
- Kevin D Hill
- Division of Pediatric Cardiology, Duke Clinical Research Institute, Duke University Medical Center, Durham, NC.
| | - Andrew J Einstein
- Division of Cardiology, Department of Medicine, Columbia University Medical Center, New York-Presbyterian Hospital, New York, NY; Department of Radiology, Columbia University Medical Center, New York-Presbyterian Hospital, New York, NY
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