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Cicek V, Cikirikci EHK, Babaoğlu M, Erdem A, Tur Y, Mohamed MI, Cinar T, Savas H, Bagci U. Machine learning for prognostic prediction in coronary artery disease with SPECT data: a systematic review and meta-analysis. EJNMMI Res 2024; 14:117. [PMID: 39589669 PMCID: PMC11599514 DOI: 10.1186/s13550-024-01179-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Accepted: 11/09/2024] [Indexed: 11/27/2024] Open
Abstract
BACKGROUND Single-photon emission computed tomography (SPECT) analysis relies on qualitative visual assessment or semi-quantitative measures like total perfusion deficit that play a critical role in the non-invasive diagnosis of coronary artery disease by assessing regional blood flow abnormalities. Recently, machine learning (ML) -based analysis of SPECT images for coronary artery disease diagnosis has shown promise, with its utility in predicting long-term patient outcomes (prognosis) remaining an active area of investigation. In this review, we comprehensively examine the current landscape of ML-based analysis of SPECT imaging with an emphasis on prognostication of coronary artery disease. MAIN BODY Our systematic search yielded twelve retrospective studies, investigating SPECT-based ML models for prognostic prediction in coronary artery disease patients, with a total sample size of 73,023 individuals. Several of these studies demonstrate the superior prognostic capabilities of ML models over traditional logistic regression (LR) models and total perfusion deficit, especially when incorporating demographic data alongside SPECT imaging. Meta-analysis of 6 studies revealed promising performance of the included ML models, with sensitivity and specificity exceeding 65% for major adverse cardiovascular events and all-cause mortality. Notably, the integration of demographic information with SPECT imaging in ML frameworks shows statistically significant improvements in prognostic performance. CONCLUSION Our review suggests that ML models either independently or in combination with demographic data enhance prognostic prediction in coronary artery disease.
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Affiliation(s)
- Vedat Cicek
- Machine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University, 737 N. Michigan Avenue Suite 1600, Chicago, IL, 60611, USA.
| | | | - Mert Babaoğlu
- Sultan II. Abdulhamid Han Training and Research Hospital, Department of Cardiology, Health Sciences University, Istanbul, Turkey
| | - Almina Erdem
- Sultan II. Abdulhamid Han Training and Research Hospital, Department of Cardiology, Health Sciences University, Istanbul, Turkey
| | - Yalcin Tur
- Machine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University, 737 N. Michigan Avenue Suite 1600, Chicago, IL, 60611, USA
- Department of Computer Science, Stanford University, Stanford, CA, USA
| | | | - Tufan Cinar
- Department of Medicine, University of Maryland Midtown Campus, Baltimore, MD, USA
| | - Hatice Savas
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Ulas Bagci
- Machine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University, 737 N. Michigan Avenue Suite 1600, Chicago, IL, 60611, USA
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Assante R, Zampella E, D'Antonio A, Mannarino T, Gaudieri V, Nappi C, Arumugam P, Panico M, Buongiorno P, Petretta M, Cuocolo A, Acampa W. Impact on cardiovascular outcome of coronary revascularization-induced changes in ischemic perfusion defect and myocardial flow reserve. Eur J Nucl Med Mol Imaging 2024; 51:1612-1621. [PMID: 38191816 PMCID: PMC11043198 DOI: 10.1007/s00259-023-06588-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 12/26/2023] [Indexed: 01/10/2024]
Abstract
PURPOSE We evaluated the impact on cardiovascular outcome of coronary revascularization-induced changes in ischemic total perfusion defect (ITPD) and myocardial flow reserve (MFR) as assessed by 82Rb positron emission tomography (PET)/computed tomography (CT) imaging. METHODS The study included 102 patients referred to 82Rb PET/CT myocardial perfusion imaging before and after coronary revascularization. All patients were followed for the occurrence of cardiovascular events (cardiac death, nonfatal myocardial infarction, repeated revascularization, and heart failure) after the second imaging study. RESULTS During a median follow-up of 20 months, 21 events occurred. The clinical characteristics were comparable between patients with and without events. In the overall study population, after revascularization, there was a significant reduction (P < 0.001) of ITPD, while hyperemic myocardial blood flow (MBF) (P < 0.01) and MFR (P < 0.05) significantly improved. Event rate was higher in patients with ITPD (P < 0.005) or MFR (P < 0.001) worsening compared to those with unchanged or improved ITPD or MFR. At Cox univariable analysis, ITPD and MFR worsening resulted in predictors of events (both P < 0.05). Patients with worsening of both ITPD and MFR had the worst event-free survival (log-rank 32.9, P for trend < 0.001). CONCLUSIONS In patients with stable CAD, worsening of ITPD and MFR after revascularization procedures is associated with higher risk of cardiovascular events. Follow-up MPI with 82Rb PET/CT may improve risk stratification in patients submitted to coronary revascularization.
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Affiliation(s)
- Roberta Assante
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Sergio Pansini 5, 80131, Naples, Italy
| | - Emilia Zampella
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Sergio Pansini 5, 80131, Naples, Italy
| | - Adriana D'Antonio
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Sergio Pansini 5, 80131, Naples, Italy
| | - Teresa Mannarino
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Sergio Pansini 5, 80131, Naples, Italy
| | - Valeria Gaudieri
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Sergio Pansini 5, 80131, Naples, Italy
| | - Carmela Nappi
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Sergio Pansini 5, 80131, Naples, Italy
| | - Parthiban Arumugam
- Department of Nuclear Medicine, Central Manchester Foundation Trust, Manchester, UK
| | | | - Pietro Buongiorno
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Sergio Pansini 5, 80131, Naples, Italy
| | | | - Alberto Cuocolo
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Sergio Pansini 5, 80131, Naples, Italy
| | - Wanda Acampa
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Sergio Pansini 5, 80131, Naples, Italy.
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Hage FG, Einstein AJ, Ananthasubramaniam K, Bourque JM, Case J, DePuey EG, Hendel RC, Henzlova MJ, Shah NR, Abbott BG, Al Jaroudi W, Better N, Doukky R, Duvall WL, Malhotra S, Pagnanelli R, Peix A, Reyes E, Saeed IM, Sanghani RM, Slomka PJ, Thompson RC, Veeranna V, Williams KA, Winchester DE. Quality metrics for single-photon emission computed tomography myocardial perfusion imaging: an ASNC information statement. J Nucl Cardiol 2023; 30:864-907. [PMID: 36607538 DOI: 10.1007/s12350-022-03162-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 11/17/2022] [Indexed: 01/07/2023]
Affiliation(s)
- Fadi G Hage
- Section of Cardiology, Birmingham VA Medical Center, Birmingham, AL, USA.
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, 446 GSB, 520 19Th Street South, Birmingham, AL, 35294, USA.
| | - Andrew J Einstein
- Seymour, Paul and Gloria Milstein Division of Cardiology, Department of Medicine and Department of Radiology, Columbia University Irving Medical Center and NewYork-Presbyterian Hospital, New York, NY, USA
| | | | - Jamieson M Bourque
- Department of Medicine (Cardiology), University of Virginia Health System, Charlottesville, VA, USA
- Department of Radiology and Medical Imaging, University of Virginia Health System, Charlottesville, VA, USA
| | - James Case
- Cardiovascular Imaging Technologies, Kansas City, MO, USA
| | - E Gordon DePuey
- Mount Sinai Morningside Hospital, New York, NY, USA
- Bay Ridge Medical Imaging, Brooklyn, NY, USA
| | - Robert C Hendel
- Department of Medicine, Division of Cardiology, Tulane University School of Medicine, New Orleans, LA, USA
| | | | - Nishant R Shah
- Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Brian G Abbott
- Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Wael Al Jaroudi
- Division of Cardiovascular Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Nathan Better
- Department of Nuclear Medicine and Cardiology, Royal Melbourne Hospital and University of Melbourne, Melbourne, Australia
| | - Rami Doukky
- Division of Cardiology, Cook County Health and Hospitals System, Chicago, IL, USA
| | - W Lane Duvall
- Heart and Vascular Institute, Hartford Hospital, Hartford, CT, USA
| | - Saurabh Malhotra
- Division of Cardiology, Cook County Health and Hospitals System, Chicago, IL, USA
| | | | - Amalia Peix
- Nuclear Medicine Department, Institute of Cardiology and Cardiovascular Surgery, La Habana, Cuba
| | - Eliana Reyes
- Nuclear Medicine Department, Royal Brompton and Harefield NHS Foundation Trust, London, UK
| | - Ibrahim M Saeed
- Virginia Heart, Falls Church, VA, USA
- INOVA Heart and Vascular Institute, Falls Church, VA, USA
- University of Missouri, Kansas City, MO, USA
| | - Rupa M Sanghani
- Division of Cardiology, Department of Medicine, Rush University Medical Center, Chicago, IL, USA
| | | | - Randall C Thompson
- Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Vikas Veeranna
- Division of Cardiology, Department of Medicine, New England Heart and Vascular Institute, Manchester, NH, USA
| | - Kim A Williams
- Department of Medicine, University of Louisville Department of Medicine, Louisville, KY, USA
| | - David E Winchester
- Malcom Randall VA Medical Center, Gainesville, FL, USA
- Division of Cardiovascular Medicine, University of Florida College of Medicine, Gainesville, FL, USA
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4
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Tottleben J, Howland J, Rofael M, Co MLF, Torres A, Doukky R. The prognostic and diagnostic implications of surveillance serial myocardial perfusion imaging in asymptomatic renal transplant candidates. J Nucl Cardiol 2023; 30:152-163. [PMID: 35705845 DOI: 10.1007/s12350-022-03017-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Accepted: 05/12/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND The utility of serial SPECT myocardial perfusion imaging (MPI) for CAD surveillance in asymptomatic ESRD patients awaiting kidney transplantation (KT) is uncertain. METHODS AND RESULTS We retrospectively investigated 700 asymptomatic KT candidates with ≥ 2 pre-transplant SPECT-MPIs (mean interval, 20 ± 13 months). Worsening MPI was defined as total perfusion deficit increase (ΔTPD) > 5%. High clinical risk was defined as ≥ 3 AHA/ACC KT risk factors. The primary outcome was major adverse cardiac events (MACE) of cardiac death or myocardial infarction. The initial MPI was normal in 462 (66%) subjects. On repeat MPI, ΔTPD > 5% was observed in 82 (12%) subjects, and the incidence increased with increasing time gap between MPIs (P = .006). During a mean follow-up of 16 ± 8 months, there were 119 (17%) MACEs. In the entire cohort, ΔTPD > 5% was not significantly associated with MACE (HR = 1.38; P = .210). ΔTPD > 5% was associated with increased MACE rate among patients with normal initial MPI (HR = 2.30; P = .005), but not among those with abnormal initial MPI (P = .260). There was a significant interaction between ΔTPD > 5% and initial MPI normalcy status in predicting MACE (interaction P = .018), such that the predictive value of ΔTPD is dependent on the initial MPI normalcy. Among subjects with normal initial MPI, ΔTPD > 5% was significantly associated with MACE only if the sum of KT risk factors was ≥ 3 (HR = 2.26; P = .016). Among 123 patients who underwent coronary angiography, ΔTPD > 5% was associated with a higher prevalence of obstructive CAD when the initial MPI was normal and the sum of KT risk factors was ≥ 3. CONCLUSION Among patients with ESRD waitlisted for KT, new/worsening MPI abnormalities are expected. On serial surveillance, ΔTPD > 5% is associated with MACE and obstructive CAD among those with a normal initial MPI and ≥ 3 AHA/ACC KT risk factors.
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Affiliation(s)
- Jonathan Tottleben
- Division of Cardiology, Cook County Health, 1901 W. Harrison Street, Chicago, IL, 60612, USA
- Division of Cardiology, Rush University Medical Center, Chicago, IL, USA
| | - Julia Howland
- School of Public Health, University of Illinois at Chicago, Chicago, IL, USA
| | - Michael Rofael
- Division of Cardiology, Cook County Health, 1901 W. Harrison Street, Chicago, IL, 60612, USA
| | | | - Andrea Torres
- Division of Cardiology, Cook County Health, 1901 W. Harrison Street, Chicago, IL, 60612, USA
| | - Rami Doukky
- Division of Cardiology, Cook County Health, 1901 W. Harrison Street, Chicago, IL, 60612, USA.
- Division of Cardiology, Rush University Medical Center, Chicago, IL, USA.
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5
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D'Antonio A, Assante R, Zampella E, Acampa W. High technology by CZT cameras: It is time to join forces. J Nucl Cardiol 2022; 29:2322-2324. [PMID: 34426936 DOI: 10.1007/s12350-021-02777-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 08/05/2021] [Indexed: 11/28/2022]
Affiliation(s)
- Adriana D'Antonio
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | - Roberta Assante
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | - Emilia Zampella
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy
| | - Wanda Acampa
- Department of Advanced Biomedical Sciences, University Federico II, Naples, Italy.
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6
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Zampella E, Mannarino T, Gaudieri V, D'Antonio A, Giallauria F, Assante R, Cantoni V, Green R, Mainolfi CG, Nappi C, Genova A, Petretta M, Cuocolo A, Acampa W. Effect of changes in perfusion defect size during serial stress myocardial perfusion imaging on cardiovascular outcomes in patients treated with primary percutaneous coronary intervention after myocardial infarction. J Nucl Cardiol 2022; 29:2624-2632. [PMID: 34519009 DOI: 10.1007/s12350-021-02770-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 07/23/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND We evaluated the prognostic value of changes in perfusion defect size (PDS) on serial MPS in patients treated with primary percutaneous coronary intervention (PCI) after acute myocardial infarction (AMI). METHODS We enrolled 112 patients treated with primary PCI after AMI who underwent two stress MPS within 1 month and after 6 months. Improvement in PDS was defined as a reduction ≥5%. Remodeling was defined as an increase in left ventricular (LV) end-diastolic volume index ≥20%. Cardiac events included cardiac death, nonfatal MI, unstable angina, repeated revascularization, and heart failure. RESULTS During a median follow-up of 86 months, 22 events occurred. Event rate was higher (P < .01) in patients with worsening of PDS compared to those with unchanged or improved PDS. Moreover, patients with remodeling had a higher (P < .001) event rate compared to those without. At Cox analysis, worsening of PDS and remodeling resulted independent predictors of events (both P < .01). Patients with both worsening of PDS and remodeling had the worst event-free survival (P <.001). CONCLUSION In patients treated with primary PCI after AMI, worsening of PDS and remodeling are associated to higher risk of events at long-term follow-up. Gated stress MPS improves risk stratification in these patients.
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Affiliation(s)
- Emilia Zampella
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Teresa Mannarino
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Valeria Gaudieri
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Adriana D'Antonio
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Francesco Giallauria
- Department of Translational Medical Sciences, University of Naples Federico II, Naples, Italy
| | - Roberta Assante
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Valeria Cantoni
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Roberta Green
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Ciro Gabriele Mainolfi
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Carmela Nappi
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Andrea Genova
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Mario Petretta
- Department of Diagnostic Imaging, IRCCS SDN, Naples, Italy
| | - Alberto Cuocolo
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Wanda Acampa
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy.
- Institute of Biostructures and Bioimaging, CNR, Naples, Italy.
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Packard RRS, Cooke CD, Van Train KF, Votaw JR, Sayre JW, Lazewatsky JL, Champagne KM, Orlandi C, Garcia EV, Maddahi J. Development, diagnostic performance, and interobserver agreement of a 18F-flurpiridaz PET automated perfusion quantitation system. J Nucl Cardiol 2022; 29:698-708. [PMID: 32895856 PMCID: PMC7936994 DOI: 10.1007/s12350-020-02335-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 07/27/2020] [Indexed: 01/11/2023]
Abstract
BACKGROUND Computerized methodologies standardize the myocardial perfusion imaging (MPI) interpretation process. METHODS To develop an automated relative perfusion quantitation approach for 18F-flurpiridaz, PET MPI studies from all phase III trial participants of 18F-flurpiridaz were divided into 3 groups. Count distributions were obtained in N = 40 normal patients undergoing pharmacological or exercise stress. Then, N = 90 additional studies were selected in a derivation group. Following receiver operating characteristic curve analysis, various standard deviations below the mean normal were used as cutoffs for significant CAD, and interobserver variability determined. Finally, diagnostic performance was compared between blinded visual readers and blinded derivations of automated relative quantitation in the remaining N = 548 validation patients. RESULTS Both approaches yielded comparable accuracies for the detection of global CAD, reaching 71% and 72% by visual reads, and 72% and 68% by automated relative quantitation, when using CAD ≥ 70% or ≥ 50% stenosis for significance, respectively. Similar results were observed when analyzing individual coronary territories. In both pharmacological and exercise stress, automated relative quantitation demonstrated significantly more interobserver agreement than visual reads. CONCLUSIONS Our automated method of 18F-flurpiridaz relative perfusion analysis provides a quantitative, objective, and highly reproducible assessment of PET MPI in normal and CAD subjects undergoing either pharmacological or exercise stress.
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Affiliation(s)
- René R Sevag Packard
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
| | - C David Cooke
- Department of Radiology and Imaging Sciences, Emory University Hospital, Emory University School of Medicine, Atlanta, GA, USA
- Syntermed, Inc., Atlanta, GA, USA
| | | | - John R Votaw
- Department of Radiology and Imaging Sciences, Emory University Hospital, Emory University School of Medicine, Atlanta, GA, USA
| | - James W Sayre
- Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, CA, USA
| | | | | | | | - Ernest V Garcia
- Department of Radiology and Imaging Sciences, Emory University Hospital, Emory University School of Medicine, Atlanta, GA, USA
| | - Jamshid Maddahi
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Nuclear Medicine Clinic, Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
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8
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Assante R, Zampella E, Acampa W. Advanced technology in the risk stratification-based strategy: The way forward to keep going. J Nucl Cardiol 2021; 28:2937-2940. [PMID: 32533425 DOI: 10.1007/s12350-020-02198-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 05/08/2020] [Indexed: 10/24/2022]
Affiliation(s)
- Roberta Assante
- Department of Advanced Biomedical Sciences, University Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Emilia Zampella
- Department of Advanced Biomedical Sciences, University Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Wanda Acampa
- Department of Advanced Biomedical Sciences, University Federico II, Via Pansini 5, 80131, Naples, Italy.
- Institute of Biostructure and Bioimaging, National Council of Research, Naples, Italy.
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9
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Colon CM, Marshell RL, Roth CP, Farag AA, Iskandrian AE, Hage FG. The prognostic value of myocardial perfusion imaging in patients with type 2 myocardial infarction. J Nucl Cardiol 2021; 28:1611-1620. [PMID: 31646467 DOI: 10.1007/s12350-019-01915-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 08/23/2019] [Accepted: 09/17/2019] [Indexed: 12/25/2022]
Abstract
OBJECTIVES The aim of this retrospective study is to evaluate the prognostic role of myocardial perfusion imaging (MPI) in patients with type 2 myocardial infarction (T2MI). BACKGROUND T2MI is an increasingly common diagnosis in clinical practice. The management of this condition is controversial and the prognostic value of MPI has not been established in this setting. METHODS We retrospectively studied T2MI patients who underwent vasodilator gated MPI within 90 days of T2MI at a single tertiary care institution in 2013. Abnormal myocardial perfusion was defined as the perfusion defect involving ≥ 5% of left ventricular (LV) myocardium. Abnormal LV ejection fraction (EF) was defined as < 50% by gated images. The primary outcome was a composite of death, myocardial infarction (other than index event) or coronary revascularization (CR). RESULTS There were 234 patients (62 ± 14 years, 57% men) with T2MI (peak troponin 0.2 ng/ml, interquartile 0.1-1.4), of whom 136 (58%) had an abnormal MPI. During a median follow-up of 20 months, 155 patients (66%) had the primary outcome (39% death, 42% MI, 5% CR). An abnormal MPI was associated with an increased risk of the primary outcome with a hazard ratio of 1.56, 95%CI (1.12-2.18, P = .008) that remained statistically significant after multivariate adjustment (1.45, 95%CI (1.02-2.06, P = .04))). CONCLUSIONS Patients with T2MI are at high risk for death or cardiac events in the intermediate term. More than one-half of patients with T2MI have an abnormal MPI and this is associated with the increased risk of cardiac events during follow-up. Risk stratification with MPI after T2MI may identify patients who would benefit from aggressive risk reduction.
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Affiliation(s)
- Chad M Colon
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
| | - Ramey L Marshell
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Christopher P Roth
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ayman A Farag
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ami E Iskandrian
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Fadi G Hage
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, University of Alabama at Birmingham, LHRB 326, 701 19th Street South, Birmingham, AL, 35294, USA
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10
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Zampella E, Assante R, Gaudieri V, Nappi C, Acampa W, Cuocolo A. Myocardial perfusion reserve by using CZT: It's a long way to the top if you wanna standardize. J Nucl Cardiol 2021; 28:885-887. [PMID: 31290103 DOI: 10.1007/s12350-019-01817-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Accepted: 07/02/2019] [Indexed: 12/23/2022]
Affiliation(s)
- Emilia Zampella
- Department of Advanced Biomedical Sciences, University "Federico II", Via Pansini 5, 80131, Naples, Italy
| | - Roberta Assante
- Department of Advanced Biomedical Sciences, University "Federico II", Via Pansini 5, 80131, Naples, Italy
| | - Valeria Gaudieri
- Department of Advanced Biomedical Sciences, University "Federico II", Via Pansini 5, 80131, Naples, Italy
| | - Carmela Nappi
- Department of Advanced Biomedical Sciences, University "Federico II", Via Pansini 5, 80131, Naples, Italy
| | - Wanda Acampa
- Department of Advanced Biomedical Sciences, University "Federico II", Via Pansini 5, 80131, Naples, Italy
- Institute of Biostructure and Bioimaging, National Council of Research, Naples, Italy
| | - Alberto Cuocolo
- Department of Advanced Biomedical Sciences, University "Federico II", Via Pansini 5, 80131, Naples, Italy.
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11
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Oruc V, Farag AA, Hage FG. What is this image? 2021: Image 5 result : Progression of myocardial ischemia to scar on serial 99mTc-sestamibi myocardial perfusion imaging. J Nucl Cardiol 2021; 28:399-403. [PMID: 33748938 DOI: 10.1007/s12350-021-02580-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Vedran Oruc
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ayman A Farag
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Fadi G Hage
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, Birmingham, AL, USA.
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12
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Czernin J, Sonni I, Razmaria A, Calais J. The Future of Nuclear Medicine as an Independent Specialty. J Nucl Med 2020; 60:3S-12S. [PMID: 31481589 DOI: 10.2967/jnumed.118.220558] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2019] [Accepted: 07/06/2019] [Indexed: 02/07/2023] Open
Abstract
In this article, we provide an overview of established and emerging conventional nuclear medicine and PET imaging biomarkers, as the diagnostic nuclear medicine portfolio is rapidly expanding. Next, we review briefly nuclear theranostic approaches that have already entered or are about to enter clinical routine. Using some approximations and taking into account emerging applications, we also provide some simplified business forecasts for nuclear theranostics. We argue that an optimistic outlook by the nuclear medicine community is crucial to the growth of the specialty and emphasize the urgent need for training adaptations.
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Affiliation(s)
- Johannes Czernin
- Ahmanson Translational Theranostics Division, Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, California
| | - Ida Sonni
- Ahmanson Translational Theranostics Division, Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, California
| | - Aria Razmaria
- Ahmanson Translational Theranostics Division, Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, California
| | - Jeremie Calais
- Ahmanson Translational Theranostics Division, Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, California
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13
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Proctor P, Al Solaiman F, Hage FG. Myocardial perfusion imaging prior to coronary revascularization: From risk stratification to procedure guidance. J Nucl Cardiol 2019; 26:954-957. [PMID: 29417421 DOI: 10.1007/s12350-018-1221-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Accepted: 12/05/2017] [Indexed: 01/09/2023]
Affiliation(s)
- Patrick Proctor
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, 306 Lyons-Harrison Research Building, 701 19th Street South, Birmingham, AL, 35294-0007, USA.
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, Birmingham, AL, USA.
| | - Firas Al Solaiman
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, 306 Lyons-Harrison Research Building, 701 19th Street South, Birmingham, AL, 35294-0007, USA
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, Birmingham, AL, USA
| | - Fadi G Hage
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, 306 Lyons-Harrison Research Building, 701 19th Street South, Birmingham, AL, 35294-0007, USA
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, Birmingham, AL, USA
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14
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Farag AA, Heo J, Tauxe L, Bhambhvani P, Germano G, Kavanagh P, Iskandrian AE, Hage FG. Detection and quantitation of right ventricular reversible perfusion defects by stress SPECT myocardial perfusion imaging: A proof-of-principle study. J Nucl Cardiol 2019; 26:266-271. [PMID: 28685253 DOI: 10.1007/s12350-017-0954-4] [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: 04/02/2017] [Accepted: 05/23/2017] [Indexed: 01/03/2023]
Abstract
BACKGROUND In patients with right dominant coronary circulation, the right ventricular (RV) myocardium and the inferior region of the left ventricular (LV) myocardium share a common source of blood flow. We hypothesized that stress/rest SPECT myocardial perfusion imaging (MPI) could detect reversible perfusion defects in the RV in some patients with LV inferior wall perfusion abnormalities. MATERIAL AND METHODS We identified 2 groups of patients with LV inferior wall perfusion defects (with or without defects in other regions of LV myocardium) from our database. Patients in group 1 (n = 17) had reversible perfusion defects in the RV free wall by visual analysis, while patients in group 2 (n = 17) did not. The images were processed with filtered back projection and, separately, with iterative reconstruction. The images were then re-processed using an automated quantitative software that is specifically designed to include the RV in the region of interest. RESULTS There were 76% men in group 1 and 94% in group 2 (P <0.05). The mean age was 65±20 in group 1 vs. 63±18 years in group 2 (P < 0.05). The stress type was exercise in 30% in group 1 and 35% in group 2, with the remaining patients studied with pharmacological stress testing (P = NS). The presence of RV reversible perfusion defects using filtered back projection was more evident in 13 patients (75%), while it was better seen with iterative reconstruction in 4 patients (25%). By automated analysis, the RV reversible perfusion defect size was 19 ± 14% of RV myocardium. CONCLUSION This proof-of-principle study demonstrates that reversible RV perfusion defects suggestive of ischemia can be detected by SPECT myocardial perfusion imaging in some patients with LV inferior ischemia by visual analysis and can be quantitated by automated programs. Further studies on the diagnostic and prognostic relevance of assessing RV ischemia on SPECT MPI are needed.
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Affiliation(s)
- Ayman A Farag
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research building 306, 1900 University BLVD, Birmingham, AL, 35294, USA
| | - Jack Heo
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research building 306, 1900 University BLVD, Birmingham, AL, 35294, USA
| | - Lindsey Tauxe
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research building 306, 1900 University BLVD, Birmingham, AL, 35294, USA
| | - Pradeep Bhambhvani
- Division of Molecular Imaging and Therapeutics, Department of Radiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | | | - Ami E Iskandrian
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research building 306, 1900 University BLVD, Birmingham, AL, 35294, USA
| | - Fadi G Hage
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research building 306, 1900 University BLVD, Birmingham, AL, 35294, USA.
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, Birmingham, AL, USA.
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15
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Williams KA. Nutrition, risk factors, prevention, and imaging: The 2018 Mario Verani Lecture. J Nucl Cardiol 2019; 26:86-91. [PMID: 30397869 DOI: 10.1007/s12350-018-01506-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Accepted: 10/24/2018] [Indexed: 10/27/2022]
Abstract
Heart disease has been the leading cause of death in the United States since 1918. Cardiac mortality rates have dramatically decreased in this era of advanced medical and interventional therapies. However, this has been aptly described as "mopping up the floor instead of turning off the faucet." With this recognition, prevention in cardiology is poised to become a central focus. Within prevention, dietary intervention is recognized as the single largest opportunity for improved cardiovascular outcomes, including improvement or elimination of cardiac risk factors, prevention of myocardial infarction, stroke and cardiovascular death, and reduction of plaque burden and myocardial ischemia. Cardiac imaging, particularly nuclear perfusion and coronary computed tomographic angiography, plays a critical role in early diagnosis and serial evaluation of myocardial ischemia and coronary artery disease. These techniques have the potential to help refine research protocols and evaluate their success by providing intermediate markers of improved myocardial blood flow and coronary plaque morphology.
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Affiliation(s)
- Kim Allan Williams
- James B. Herrick Professor, Division of Cardiology, Rush University Medical Center, 1717 W. Congress Parkway, Suite 303 Kellogg, Chicago, IL, 60612, USA.
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16
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Hage FG, AlJaroudi WA. Review of cardiovascular imaging in the Journal of Nuclear Cardiology in 2017. Part 2 of 2: Myocardial perfusion imaging. J Nucl Cardiol 2018; 25:1390-1399. [PMID: 29663117 DOI: 10.1007/s12350-018-1266-z] [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: 03/21/2018] [Accepted: 03/21/2018] [Indexed: 12/28/2022]
Abstract
In 2017, the Journal of Nuclear Cardiology published many high-quality articles. In this review, we will summarize a selection of these articles to provide a concise review of the main advancements that have recently occurred in the field. In the first article of this 2-part series, we focused on publications dealing with positron emission tomography, computed tomography, and magnetic resonance. This review will place emphasis on myocardial perfusion imaging using single-photon emission computed tomography summarizing advances in the field including prognosis, safety and tolerability, the impact of imaging on management, and the use of novel imaging protocols.
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Affiliation(s)
- Fadi G Hage
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, Birmingham, AL, USA.
| | - Wael A AlJaroudi
- Division of Cardiovascular Medicine, Cardiovascular Imaging, Clemenceau Medical Center, P.O.Box 11-2555, Beirut, Lebanon
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17
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Kapitan M, Beltran A, Beretta M, Mut F. Left ventricular functional parameters by gated SPECT myocardial perfusion imaging in a Latin American country. J Nucl Cardiol 2018; 25:652-660. [PMID: 28155191 DOI: 10.1007/s12350-017-0788-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Accepted: 12/29/2016] [Indexed: 12/01/2022]
Abstract
BACKGROUND There is paucity of data on left ventricular (LV) functional parameters using gated SPECT myocardial perfusion imaging (MPI) from the Latin American region. This study provides detailed information in low-risk patients both at rest and during exercise. METHODS AND RESULTS We studied 90 patients (50 men) with a very low likelihood of coronary artery disease. Gated-SPECT MPI was performed with Tc-99m MIBI using a 2-day protocol, with 16 frames/R-R cycle. The LV ejection fraction and volumes were not different between the rest and post-stress images. LVEF was 68 ± 7% post-stress and 70 ± 7% at rest in women, and 62 ± 7% and 63 ± 7%, respectively, in men (P = .19, .26). LV volumes were larger in men than women (P < .01). There were no differences in most variables obtained at rest or post-stress. Transient ischemic dilatation was similar, with upper limits of 1.20 and 1.19 in women and men, respectively (P = NS). CONCLUSIONS These data could prove helpful for the interpretation of gated SPECT MPI data in Latin America using identical protocol as used in this study.
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Affiliation(s)
- Miguel Kapitan
- Nuclear Medicine Service, Italian Hospital, Montevideo, Uruguay
- Nuclear Medicine Service, Spanish Association Hospital, M Cassinoni 1443, 1200, Montevideo, Uruguay
| | - Alvaro Beltran
- Nuclear Medicine Service, Italian Hospital, Montevideo, Uruguay
| | - Mario Beretta
- Nuclear Medicine Service, Spanish Association Hospital, M Cassinoni 1443, 1200, Montevideo, Uruguay
| | - Fernando Mut
- Nuclear Medicine Service, Italian Hospital, Montevideo, Uruguay.
- Nuclear Medicine Service, Spanish Association Hospital, M Cassinoni 1443, 1200, Montevideo, Uruguay.
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18
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van Dijk JD, van Dalen JA, Mouden M, Ottervanger JP, Knollema S, Slump CH, Jager PL. Value of automatic patient motion detection and correction in myocardial perfusion imaging using a CZT-based SPECT camera. J Nucl Cardiol 2018; 25:419-428. [PMID: 27406376 PMCID: PMC5869883 DOI: 10.1007/s12350-016-0571-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Accepted: 06/01/2016] [Indexed: 12/30/2022]
Abstract
BACKGROUND Correction of motion has become feasible on cadmium-zinc-telluride (CZT)-based SPECT cameras during myocardial perfusion imaging (MPI). Our aim was to quantify the motion and to determine the value of automatic correction using commercially available software. METHODS AND RESULTS We retrospectively included 83 consecutive patients who underwent stress-rest MPI CZT-SPECT and invasive fractional flow reserve (FFR) measurement. Eight-minute stress acquisitions were reformatted into 1.0- and 20-second bins to detect respiratory motion (RM) and patient motion (PM), respectively. RM and PM were quantified and scans were automatically corrected. Total perfusion deficit (TPD) and SPECT interpretation-normal, equivocal, or abnormal-were compared between the noncorrected and corrected scans. Scans with a changed SPECT interpretation were compared with FFR, the reference standard. Average RM was 2.5 ± 0.4 mm and maximal PM was 4.5 ± 1.3 mm. RM correction influenced the diagnostic outcomes in two patients based on TPD changes ≥7% and in nine patients based on changed visual interpretation. In only four of these patients, the changed SPECT interpretation corresponded with FFR measurements. Correction for PM did not influence the diagnostic outcomes. CONCLUSION Respiratory motion and patient motion were small. Motion correction did not appear to improve the diagnostic outcome and, hence, the added value seems limited in MPI using CZT-based SPECT cameras.
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Affiliation(s)
- Joris D van Dijk
- Department of Nuclear Medicine, Isala Hospital, PO Box 10400, 8000, Zwolle, GK, The Netherlands.
- MIRA: Institute for Biomedical Technology and Technical Medicine, University of Twente, Enschede, The Netherlands.
| | - Jorn A van Dalen
- Department of Medical Physics, Isala Hospital, Zwolle, The Netherlands
| | - Mohamed Mouden
- Department of Cardiology, Isala Hospital, Zwolle, The Netherlands
| | | | - Siert Knollema
- Department of Nuclear Medicine, Isala Hospital, PO Box 10400, 8000, Zwolle, GK, The Netherlands
| | - Cornelis H Slump
- MIRA: Institute for Biomedical Technology and Technical Medicine, University of Twente, Enschede, The Netherlands
| | - Pieter L Jager
- Department of Nuclear Medicine, Isala Hospital, PO Box 10400, 8000, Zwolle, GK, The Netherlands
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Minimal starting time of data reconstruction for qualitative myocardial perfusion rubidium-82 positron emission tomography imaging. Nucl Med Commun 2018; 39:533-538. [PMID: 29578927 DOI: 10.1097/mnm.0000000000000830] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Qualitative positron emission tomography (PET) myocardial perfusion imaging (MPI) scans are reconstructed with a delay after an injection of rubidium-82 (Rb) to ensure blood pool clearance and sufficient left ventricle to myocardium contrast. Our aim was to derive the minimal starting time of data reconstruction (STDR) after an injection of Rb for which the diagnostic value and image quality remained unaffected. MATERIALS AND METHODS We retrospectively included 23 patients who underwent rest-stress Rb PET MPI using 740 MBq. Patients fulfilling one of the two criteria indicating a slow blood pool clearance (ejection fraction <50% and/or cardiac output <3 l/min) were included in a consecutive manner. PET images using five different STDRs (1:15-2:15 min) were reconstructed and compared with reference images (STDR of 2:30 min). Differences in the summed rest score greater than or equal to 3 and total perfusion deficit greater than 3% were considered to significantly influence the diagnostic value. In addition, image quality was scored by two experts as not interpretable, inferior, adequate, or excellent. RESULTS The summed rest score differed greater than or equal to 3 from the reference in seven or more patients (≥30%) using STDR less than or equal to 2:00 min (P<0.02). STDR less than or equal to 1:30 min resulted in six or more patients (≥26%) with a total perfusion deficit difference greater than 3% (P<0.03).In addition, STDR less than or equal to 2:00 min resulted in a lower image quality (P<0.002) and STDR less than or equal to 2:15 min resulted in greater than or equal to two scans with noninterpretable image quality. CONCLUSION STDR less than or equal to 2:15 min resulted in lower diagnostic value or insufficient image quality for qualitative PET MPI using 740 MBq Rb. An STDR of 2:30 min can be considered for clinical adoption.
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20
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Moody WE, Lin EL, Thomson LE, Berman DS, Edwards NC, Holloway B, Ferro CJ, Townend JN, Steeds RP. Results of Serial Myocardial Perfusion Imaging in End-Stage Renal Disease. Am J Cardiol 2018; 121:661-667. [PMID: 29291889 DOI: 10.1016/j.amjcard.2017.11.038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Revised: 11/24/2017] [Accepted: 11/28/2017] [Indexed: 12/17/2022]
Abstract
For patients awaiting renal transplantation, there is guideline consensus on the need for ischemia testing but no agreement on the frequency of repeat testing. Moreover, there are no data in this population evaluating changes in ischemia assessed with serial myocardial perfusion imaging. Consecutive patients (n = 649) with end-stage renal disease (ESRD) were referred for cardiovascular risk stratification before renal transplantation between 2007 and 2013. Of these, 151 patients (54 ± 9 years) underwent 2 stress-rest technetium-99m single-photon emission computed tomographic (SPECT) studies with CT attenuation correction in accordance with regional guidelines, which recommend repeat imaging in high-risk subjects who have not undergone renal transplantation within 3 years. An abnormal perfusion result was defined as a summed stress score ≥4. The median interval between imaging was 39 months. At baseline, 28% of patients (42/151) had abnormal SPECT perfusion, half with a fixed defect. Nine subjects (6%) underwent revascularization between SPECT studies after the baseline imaging demonstrated an ischemic perfusion defect size affecting ≥10% of the myocardium. On repeat imaging, 60% (25/42) had abnormal perfusion. In the 72% (109 of 151) with normal baseline SPECT perfusion, 19% (21/109) demonstrated new ischemia at follow-up and 3% (3/109) had an ischemic perfusion defect size ≥10%. The development of new-onset ischemia was associated with systolic hypertension (p = 0.015), serum phosphate (p = 0.043), and Agatston score (p = 0.002), but not diabetes (p = 0.12). In conclusion, there is a high frequency of new-onset ischemia in patients with ESRD awaiting renal transplantation. Further study is needed to define the optimal timing for repeat stress testing.
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21
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Proctor P, Hage FG. Serial Cardiac Nuclear Imaging: Opportunities and Challenges. CURRENT CARDIOVASCULAR IMAGING REPORTS 2018. [DOI: 10.1007/s12410-018-9442-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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22
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Klene C, Jungen C, Okuda K, Kobayashi Y, Helberg A, Mester J, Meyer C, Nakajima K. Influence of ROI definition on the heart-to-mediastinum ratio in planar 123I-MIBG imaging. J Nucl Cardiol 2018; 25:208-216. [PMID: 27804071 DOI: 10.1007/s12350-016-0708-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Accepted: 09/19/2016] [Indexed: 10/20/2022]
Abstract
BACKGROUND Iodine-123-metaiodobenzylguanidine (123I-MIBG) imaging with estimation of the heart-to-mediastinum ratio (HMR) has been established for risk assessment in patients with chronic heart failure. Our aim was to evaluate the effect of different methods of ROI definition on the renderability of HMR to normal or decreased sympathetic innervation. METHODS AND RESULTS The results of three different methods of ROI definition (clinical routine (CLI), simple standardization (STA), and semi-automated (AUT) were compared. Ranges of 95% limits of agreement (LoA) of inter-observer variabilities were 0.28 and 0.13 for STA and AUT, respectively. Considering a HMR of 1.60 as the lower limit of normal, 13 of 32 (41%) for method STA and 5 of 32 (16%) for method AUT of all HMR measurements could not be classified to normal or pathologic. Ranges of 95% LoA of inter-method variabilities were 0.72 for CLI vs AUT, 0.65 for CLI vs STA, and 0.31 for STA vs AUT. CONCLUSION Different methods of ROI definition result in different ranges of the LoA of the measured HMR with relevance for rendering the results to normal or pathological innervation. We could demonstrate that standardized protocols can help keep methodological variabilities limited, narrowing the gray zone of renderability.
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Affiliation(s)
- Christiane Klene
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Centre Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany.
| | - Christiane Jungen
- Department of Cardiology - Electrophysiology, University Heart Centre, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
- DZHK (German Centre for Cardiovascular Research, partner site Hamburg/Kiel/Lübeck, Germany), Berlin, Germany
| | - Koichi Okuda
- Department of Physics, Kanazawa Medical University, Uchinada, Kahoku, Japan
| | - Yuske Kobayashi
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Centre Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
| | - Annabelle Helberg
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Centre Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
| | - Janos Mester
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Centre Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
| | - Christian Meyer
- Department of Cardiology - Electrophysiology, University Heart Centre, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
- DZHK (German Centre for Cardiovascular Research, partner site Hamburg/Kiel/Lübeck, Germany), Berlin, Germany
| | - Kenichi Nakajima
- Department of Nuclear Medicine, Kanazawa University Hospital, Kanazawa, Japan
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Nudi F, Di Belardino N, Versaci F, Pinto A, Procaccini E, Neri G, Vetere M, Frati G, Peruzzi M, Schillaci O, Gaspardone A, Tomai F, Biondi-Zoccai G. Impact of coronary revascularization vs medical therapy on ischemia among stable patients with or suspected coronary artery disease undergoing serial myocardial perfusion scintigraphy. J Nucl Cardiol 2017; 24:1690-1698. [PMID: 27229341 DOI: 10.1007/s12350-016-0504-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Accepted: 04/03/2016] [Indexed: 02/05/2023]
Abstract
BACKGROUND Randomized trials have challenged the role of revascularization in stable coronary artery disease. We aimed to appraise the impact of revascularization on ischemia in patients undergoing serial myocardial perfusion scintigraphy (MPS). METHODS We queried our institutional database for stable subjects undergoing serial MPS and appraised the impact of revascularization on changes in ischemia. RESULTS A total of 3631 patients were included: 967 (27%) undergoing revascularization and 2664 (73%) receiving medical therapy only. Patients treated with revascularization had a significantly lower burden of myocardial ischemia at follow-up (odds ratio = 0.577 [95% confidence interval 0.483-0.689] vs medical therapy, P < .001). Among all those having moderate or severe ischemia at baseline, revascularization was associated with a follow-up prevalence of 80% for no, minimal, or mild ischemia and 20% for moderate or severe ischemia, vs 43% and 57% for medical therapy (P < .001). Even at multivariable analysis and propensity-adjusted, and propensity-matched analyses, revascularization was associated with a significantly lower prevalence of moderate or severe ischemia at follow-up (respectively P < .001, P = .001, and P = .042). CONCLUSIONS Revascularization appears superior to medical therapy in reducing ischemic burden and normalizing myocardial perfusion among subjects with moderate or severe ischemia at baseline.
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Affiliation(s)
- Francesco Nudi
- Service of Nuclear Cardiology, Madonna della Fiducia Clinic, Rome, Italy
- Ostia Radiologica, Rome, Italy
- Etisan, Rome, Italy
| | | | - Francesco Versaci
- Department of Cardiovascular Disease, Ospedale A. Cardarelli, Campobasso, Italy
- Department of Cardiovascular Disease, Ospedale F. Veneziale, Isernia, Italy
| | - Annamaria Pinto
- Service of Nuclear Cardiology, Madonna della Fiducia Clinic, Rome, Italy
| | - Enrica Procaccini
- Service of Nuclear Cardiology, Madonna della Fiducia Clinic, Rome, Italy
| | - Giandomenico Neri
- Service of Nuclear Cardiology, Madonna della Fiducia Clinic, Rome, Italy
| | - Maurizio Vetere
- Service of Nuclear Cardiology, Madonna della Fiducia Clinic, Rome, Italy
| | - Giacomo Frati
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Corso della Repubblica 79, 04100, Latina, Italy
- Department of AngioCardioNeurology, IRCCS Neuromed, Pozzilli, Italy
| | - Mariangela Peruzzi
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Corso della Repubblica 79, 04100, Latina, Italy
| | - Orazio Schillaci
- Department of Nuclear Medicine, Tor Vergata University of Rome, Rome, Italy
| | | | | | - Giuseppe Biondi-Zoccai
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Corso della Repubblica 79, 04100, Latina, Italy.
- Department of AngioCardioNeurology, IRCCS Neuromed, Pozzilli, Italy.
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Daya HA, Hage FG. Effect of aminophylline administration on the diagnostic yield of vasodilator myocardial perfusion imaging. J Nucl Cardiol 2017; 24:1579-1582. [PMID: 27259883 DOI: 10.1007/s12350-016-0553-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Accepted: 05/19/2016] [Indexed: 12/01/2022]
Affiliation(s)
- Hussein Abu Daya
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Fadi G Hage
- Division of Cardiovascular Disease, University of Alabama at Birmingham, Lyons Harrison Research Building 306, 1900 University BLVD, Birmingham, AL, 35294, USA.
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, Birmingham, AL, USA.
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Hage FG, AlJaroudi WA. Review of cardiovascular imaging in the journal of nuclear cardiology in 2016: Part 2 of 2-myocardial perfusion imaging. J Nucl Cardiol 2017; 24:1190-1199. [PMID: 28386817 DOI: 10.1007/s12350-017-0875-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Accepted: 03/22/2017] [Indexed: 12/20/2022]
Abstract
In 2016, the Journal of Nuclear Cardiology published many high-quality articles. Similar to previous years, we will summarize here a selection of the articles that were published in the Journal in 2016 to provide a concise review of the main advancements that have recently occurred in the field. In the first article of this two-part series we focused on publications dealing with positron emission tomography, computed tomography, and magnetic resonance. This review will place emphasis on myocardial perfusion imaging using single-photon emission-computed tomography summarizing advances in the field including in diagnosis, prognosis, and appropriate use.
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Affiliation(s)
- Fadi G Hage
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, Birmingham, AL, USA.
| | - Wael A AlJaroudi
- Division of Cardiovascular Medicine, Cardiovascular Imaging, Clemenceau Medical Center, P.O. Box 11-2555, Beirut, Lebanon
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Abstract
OBJECTIVES Recommended rubidium-82 activities for relative myocardial perfusion imaging (MPI) using present-generation PET scanners may be unnecessarily high. Our aim was to derive the minimum activity for a reliable relative PET MPI assessment. MATERIALS AND METHODS We analyzed 140 scans from 28 consecutive patients who underwent rest-stress MPI-PET (Ingenuity TF). Scans of 852, 682, 511, and 341 MBq were simulated from list-mode data and compared with a reference scan using 1023 MBq. Differences in the summed rest score, total perfusion deficit, and image quality were obtained between the reference and each of the simulated rest scans. Combined stress-rest scans obtained at a selected activity of 682 MBq were diagnostically interpreted by experts and outcome was compared with the reference scan interpretation. RESULTS Differences in summed rest score more than or equal to 3 were found using 682, 511, and 341 MBq in two (7%), four (14%), and five (18%) patients, respectively. Differences in total perfusion deficit more than 7% were only found at 341 MBq in one patient. Image quality deteriorated significantly only for the 341 MBq scans (P<0.001). Interpretation of stress-rest scans did not differ between 682 and 1023 MBq scans. CONCLUSION A significant reduction in administered Rb-82 activity is feasible in relative MPI. An activity of 682 MBq resulted in reliable diagnostic outcomes and image quality, and can therefore be considered for clinical adoption.
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Cuocolo A, Taillefer R. Serial cardiac SPECT studies: Technical issues and clinical implications. J Nucl Cardiol 2016; 23:1454-1456. [PMID: 27796848 DOI: 10.1007/s12350-016-0703-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 09/28/2016] [Indexed: 10/20/2022]
Affiliation(s)
- Alberto Cuocolo
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy.
| | - Raymond Taillefer
- Department of Radiology, Radio-oncology and Nuclear Medicine, Université de Montréal, Montreal, Canada
- Department of Nuclear Medicine, l'Hôpital du Haut-Richelieu, Saint-Jean-sur-Richelieu, Canada
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Germano G, Kavanagh PB, Ruddy TD, Wells RG, Xu Y, Berman DS, Slomka PJ. "Same-patient processing" for multiple cardiac SPECT studies. 2. Improving quantification repeatability. J Nucl Cardiol 2016; 23:1442-1453. [PMID: 27743297 PMCID: PMC5453304 DOI: 10.1007/s12350-016-0674-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Accepted: 09/07/2016] [Indexed: 12/21/2022]
Abstract
OBJECTIVES This paper investigates the ability of grouped quantification (an expression of the same-patient processing approach, or SPP) to improve repeatability of measurements in patients with multiple SPECT studies, and evaluates its performance compared to standard quantification in a population of 100 patients undergoing rest, stress, gated rest, and gated stress SPECT MPI. All acquisitions were performed twice, back-to-back, for a total of 800 image datasets (8 per patient). METHODS Each dataset was automatically processed (a) independently, using standard quantitative software, and (b) as a group, together with the other 7 datasets belonging to the same patient, using an SPP-modified version of the software that registered the images to one another using a downhill simplex algorithm for the search of optimal translation, rotation, and scaling parameters. RESULTS Overall, grouped quantification resulted in significantly lower differences between repeated measurements of stress ungated volumes (1.40 ± 2.76 mL vs 3.33 ± 5.06 mL, P < .05), end-diastolic volumes (1.78 ± 2.78 vs 3.49 ± 5.35 mL, P < .05), end-systolic volumes (1.17 ± 1.96 vs 2.44 ± 3.35 mL, P < .05), and LVEFs (-0.45 ± 2.29% vs -1.16 ± 3.30%, P < .05). Additionally, grouped quantification produced better repeatability (lower repeatability coefficients) for stress and rest ungated volumes (5.4 vs 9.9 and 5.2 vs 13.1, respectively), stress TPD (2.6 vs 3.6), stress and rest end-diastolic volumes (5.5 vs 10.5 and 7.2 vs 14.7, respectively), stress and rest end-systolic volumes (3.8 vs 6.6 and 5.3 vs 10.3, respectively), stress and rest LVEFs (4.5 vs 6.5 and 4.7 vs 8.2, respectively), and rest total motion deficit (5.6 vs 9.6). CONCLUSION It is possible to improve the repeatability of quantitative measurements of parameters of myocardial perfusion and function derived from SPECT MPI studies of a same patient by group processing of image datasets belonging to that patient. This application of the same-patient processing approach is an extension of the "paired processing" technique already described by our group, and can be performed in automated fashion through incorporation in the quantitative algorithm.
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Affiliation(s)
- Guido Germano
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
- David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA.
| | - Paul B Kavanagh
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | | | - R Glenn Wells
- University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - Yuan Xu
- Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Daniel S Berman
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Piotr J Slomka
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
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Farag AA, Hage FG. Medical therapy for the treatment of myocardial ischemia. J Nucl Cardiol 2016; 23:837-9. [PMID: 25824020 DOI: 10.1007/s12350-015-0118-3] [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: 03/07/2015] [Accepted: 03/09/2015] [Indexed: 10/23/2022]
Affiliation(s)
- Ayman A Farag
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, THT 311, 1900 University BLVD, Birmingham, AL, 35294, USA
| | - Fadi G Hage
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, THT 311, 1900 University BLVD, Birmingham, AL, 35294, USA.
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, Birmingham, AL, USA.
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Hage FG, AlJaroudi WA. Review of Cardiovascular Imaging in the Journal of Nuclear Cardiology in 2015-Part 2 of 2: Myocardial perfusion imaging. J Nucl Cardiol 2016; 23:493-8. [PMID: 26892251 DOI: 10.1007/s12350-016-0444-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Accepted: 02/01/2016] [Indexed: 12/24/2022]
Abstract
In 2015, the Journal of Nuclear Cardiology (®) published many high-quality articles. In this series, we will summarize key articles that have appeared in the Journal last year to provide for the interested reader a quick review of the advancements that have recently occurred in the field. In the first article of this 2-part series, we concentrated on publications dealing with plaque imaging, cardiac positron emission tomography, computed tomography, and magnetic resonance. This review will focus on myocardial perfusion imaging summarizing advances in the field including in diagnosis, prognosis, and appropriate use.
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Affiliation(s)
- Fadi G Hage
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, UK
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, Birmingham, AL, UK
| | - Wael A AlJaroudi
- Division of Cardiovascular Medicine, Cardiovascular Imaging, Clemenceau Medical Center, P.O.Box 11-2555, Beirut, Lebanon.
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Saab R, Bajaj NS, Hage FG. Caffeine does not significantly reduce the sensitivity of vasodilator stress myocardial perfusion imaging. J Nucl Cardiol 2016; 23:442-6. [PMID: 26667815 DOI: 10.1007/s12350-015-0364-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2015] [Accepted: 11/18/2015] [Indexed: 10/22/2022]
Affiliation(s)
- Rayan Saab
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research Building 306, 1720 2nd AVE S, Birmingham, AL, 35294-0007, USA
| | - Navkaranbir S Bajaj
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research Building 306, 1720 2nd AVE S, Birmingham, AL, 35294-0007, USA
| | - Fadi G Hage
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research Building 306, 1720 2nd AVE S, Birmingham, AL, 35294-0007, USA.
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, Birmingham, AL, USA.
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The reproducibility and prognostic value of serial measurements of heart rate response to regadenoson during myocardial perfusion imaging. Eur J Nucl Med Mol Imaging 2016; 43:1493-502. [PMID: 27079736 DOI: 10.1007/s00259-016-3380-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Accepted: 03/24/2016] [Indexed: 01/06/2023]
Abstract
PURPOSE The heart rate response (HRR, percentage change from baseline) to regadenoson during myocardial perfusion imaging (MPI) can provide incremental prognostic value in patients with known or suspected coronary artery disease. Our purpose was to evaluate the variability and prognostic value of HRR on serial measurements. METHODS We studied 648 consecutive patients (61 ± 11 years, 48 % with diabetes) who underwent two regadenoson MPI studies (16 ± 9 months between studies). HRR <30 % was defined as abnormal. All-cause mortality was determined by chart review and verified using the US Social Security Death Master File. RESULTS HRR was well correlated between the two studies (intraclass correlation coefficient 0.72, 95 % CI 0.67 - 0.76) with no systematic bias (mean difference 0.88 %, p = 0.2) or proportional bias (p = 0.5) by Bland-Altman analysis in all patients and in those with normal MPI on both studies. Of the 308 patients (48 %) with normal baseline HRR (HRR-1), 33 % had developed a blunted HRR on the second MPI study (HRR-2). Older age, male gender, end-stage renal disease, and abnormal baseline left ventricular ejection fraction were independent predictors of a new-onset abnormal HRR. During a mean follow-up of 2.4 ± 1.2 years, 55 patients (8.5 %) died. Patients with a blunted HRR-1 had increased mortality risk irrespective of their HRR-2 (p = 0.9, log-rank test). Among patients with normal HRR-1, a blunted HRR-2 was an independent predictor of all-cause mortality beyond clinical and traditional MPI data (hazard ratio 2.83, 95 % CI 1.14 - 7.03). Finally, patients with a normal HRR-1 and HRR-2 had the lowest event rate, while those with any abnormal HRR had an increased risk of death (hazard ratio 2.5, 95 % CI 1.2 - 5.4). CONCLUSION There was good correlation in the HRR to regadenoson on serial measurements without systematic or proportional biases. Patients with consistently normal HRR had the best prognosis.
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Uncontrolled risk factors and worsening perfusion pattern on SPECT myocardial perfusion imaging in medically treated patients with stable chronic ischaemic heart disease. Eur J Nucl Med Mol Imaging 2016; 43:1513-21. [PMID: 26969348 DOI: 10.1007/s00259-016-3355-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2015] [Accepted: 02/26/2016] [Indexed: 10/22/2022]
Abstract
PURPOSE Few data exist on the correlation between the effectiveness of risk factor control and the evolution of myocardial perfusion over time in patients with stable ischaemic heart disease. The aim of the study was to evaluate the changes in stress-rest myocardial perfusion in medically treated patients with stable chronic ischaemic heart disease and the relationship with risk factor control. METHODS The study cohort included 174 consecutive patients (age 60 ± 9 years, 68 % men) undergoing stress-rest myocardial perfusion imaging (MPI) (study 1), who also underwent repeat evaluation (study 2) and who were clinically stable on medical therapy. Summed stress, rest and difference scores were calculated. According to the evolution of perfusion pattern from study 1 to study 2, patients were classified as improved, stable or worsened. RESULTS Study 2 was performed on average 2.7 years after study 1. Of the 174 patients, 47 (26.9 %), 53 (30.8 %) and 74 (42.5 %) were classified as stable, improved and worsened, respectively. A significant trend was observed between the number of risk factors at the time of study 1 and worsening of myocardial perfusion (24 % of patients with zero or one risk factor showed worsening, 31 % with two, and 59 % with three or more; p = 0.03). Moreover, patients with worsened perfusion had a higher number of poorly controlled risk factors. CONCLUSION Despite medical therapy and clinical stability, myocardial perfusion worsened in 42.5 % of patients. The risk profile was reclassified in half of the patients. Worsening occurred more frequently in patients with three or more risk factors at the time of study 1 and in those with poorly controlled risk factors at the time of study 2; in this subset of patients, even if clinically stable, reassessment after 2 years could be considered.
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Iskandrian AE, Roth CP, Hage FG. Serial imaging and outcome prediction. J Nucl Cardiol 2016; 23:117-21. [PMID: 26514576 DOI: 10.1007/s12350-015-0312-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Accepted: 10/09/2015] [Indexed: 10/22/2022]
Affiliation(s)
- Ami E Iskandrian
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, 318 LHRB, 1900 University BLVD, Birmingham, AL, 35294, USA.
| | - Christopher P Roth
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, 318 LHRB, 1900 University BLVD, Birmingham, AL, 35294, USA
| | - Fadi G Hage
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, 318 LHRB, 1900 University BLVD, Birmingham, AL, 35294, USA
- Section of Cardiology, Birmingham Veterans Affairs Medical Center, Birmingham, AL, USA
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Petretta M, Salvatore M, Cuocolo A. Immortality time and serial myocardial perfusion imaging: Only those who do not die may repeat the exam. J Nucl Cardiol 2016; 23:113-6. [PMID: 25971990 DOI: 10.1007/s12350-015-0171-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Accepted: 04/29/2015] [Indexed: 12/23/2022]
Affiliation(s)
- 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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El-Hajj S, AlJaroudi WA, Farag A, Bleich S, Manaoragada P, Iskandrian AE, Hage FG. Effect of changes in perfusion defect size during serial regadenoson myocardial perfusion imaging on cardiovascular outcomes in high-risk patients. J Nucl Cardiol 2016; 23:101-12. [PMID: 26017713 DOI: 10.1007/s12350-015-0174-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2015] [Accepted: 04/30/2015] [Indexed: 11/26/2022]
Abstract
BACKGROUND The prognostic value of single-photon emission computed tomography myocardial perfusion imaging (MPI) is well established. There is a paucity of data on the prognostic value of changes in perfusion defect size (PDS) on serial MPIs. METHODS From the MPI database at the University of Alabama at Birmingham, consecutive patients who underwent two regadenoson stress MPIs between July 2008 and March 2013 were identified. The MPIs were analyzed side-by-side using an automated software program for presence and change in PDS. Improvement in PDS was defined as a reduction ≥5% of left ventricle. A drop in left ventricular ejection fraction (LVEF) was defined as a decrease ≥5%. The primary outcome was a composite of death, myocardial infarction (MI), and coronary revascularization (CR). RESULTS There were 698 patients (61 ± 11 years, 53% male, 48% diabetes, 25% prior MI, 49% prior CR) who underwent two regadenoson MPIs within 16 ± 9 months for clinical indications. The primary outcome occurred in 167 (24%) patients (8% death, 9% MI, 15% CR) during 24 ± 16 months of follow-up after the second MPI. The MPIs were normal in both studies in 399 (57%, Group 1), showed improvement in 94 (14%, Group 2, PDS 15% ± 16% vs 28% ± 18%, P < .001) and no change or worsening in 205 patients (29%, Group 3, 28% ± 17% vs 20% ± 17%, P < .001). The best outcomes were seen in Group 1 and the worst in Group 3 (log-rank P < .001). Similar trends were seen for the components of the primary outcome (P = .04 for death, P < .001 for MI, P < .001 for CR). In a Cox-regression model that adjusted for baseline factors including PDS and LVEF on initial MPI, the hazard ratios for primary outcome were 2.0 (P = .02) and 3.9 (P < .001) for Groups 2 and 3 compared to Group 1, respectively. In addition, an LVEF drop ≥5% was independently associated with the primary outcome (HR 1.5, P = .01). CONCLUSION Changes in PDS and LVEF on serial MPIs provide incremental prognostic information to initial and follow-up MPI findings. Lack of improvement or an increase in PDS and a drop in LVEF identify high-risk patients.
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Affiliation(s)
- Stephanie El-Hajj
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research Building 314, 1900 University BLVD, Birmingham, AL, 35294, USA
| | - Wael A AlJaroudi
- Division of Cardiovascular Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Ayman Farag
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research Building 314, 1900 University BLVD, Birmingham, AL, 35294, USA
| | - Steven Bleich
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research Building 314, 1900 University BLVD, Birmingham, AL, 35294, USA
| | - Padma Manaoragada
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research Building 314, 1900 University BLVD, Birmingham, AL, 35294, USA
| | - Ami E Iskandrian
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research Building 314, 1900 University BLVD, Birmingham, AL, 35294, USA
| | - Fadi G Hage
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Lyons Harrison Research Building 314, 1900 University BLVD, Birmingham, AL, 35294, USA.
- Section of Cardiology, Birmingham Veterans Administration Medical Center, Birmingham, AL, USA.
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Prediction Models for Cardiac Risk Classification with Nuclear Cardiology Techniques. CURRENT CARDIOVASCULAR IMAGING REPORTS 2016. [DOI: 10.1007/s12410-015-9365-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Kim HY, Choi JH. How to Utilize Coronary Computed Tomography Angiography in the Treatment of Coronary Artery Disease. J Cardiovasc Ultrasound 2015; 23:204-8. [PMID: 26755927 PMCID: PMC4707304 DOI: 10.4250/jcu.2015.23.4.204] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Revised: 12/06/2015] [Accepted: 12/07/2015] [Indexed: 12/25/2022] Open
Abstract
Coronary computed tomography angiography (CCTA) has high negative predictive power for detecting coronary artery disease. However CCTA is limited by moderate positive predictive power in the detection of myocardial ischemia. This is not unexpected because the diameter of a stenosis is a poor indicator of myocardial ischemia and discrepancy between the severity of stenosis and noninvasive tests is not uncommon. The value of stenosis for predicting future development of acute coronary syndrome represented by plaque rupture has been questioned. CCTA identifies the characteristics of high-risk plaque including positive remodeling, low density plaque and spotty or micro-calcification. Also, additional evaluation of myocardial ischemia using computational flow dynamics, and luminal attenuation gradient are expected to increase both diagnostic performance for hemodynamically significant stenosis and the predictive power for future cardiovascular risk. Technical advances in CCTA would enable evaluation of both coronary artery stenosis and myocardial ischemia simultaneously with high predictive performance, and would improve vastly the clinical value of CCTA.
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Affiliation(s)
- Hyung-Yoon Kim
- Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jin-Ho Choi
- Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.; Department of Emergency Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Shaw LJ. The next generation of prognostic series: Where we can improve on risk stratification? J Nucl Cardiol 2015; 22:1145-7. [PMID: 25814220 DOI: 10.1007/s12350-015-0104-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2015] [Accepted: 02/18/2015] [Indexed: 10/23/2022]
Affiliation(s)
- Leslee J Shaw
- Emory Clinical Cardiovascular Research Institute, Emory University School of Medicine, Room 529, 1462 Clifton Road NE, Atlanta, GA, 30324, USA.
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Lee TK, Lee CM, Hwang H, Jeong HS, Oh PS, Kwon J, Kim SH, Lim S, Sohn MH, Jeong HJ. Scintigraphic evaluation of therapeutic angiogenesis induced by VEGF-loaded chitosan nanoparticles in a rodent model of hindlimb ischemia. Macromol Res 2015. [DOI: 10.1007/s13233-015-3075-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Petretta M, Nappi C, Cuocolo A. Quantification of myocardial perfusion in clinical trials. J Nucl Cardiol 2015; 22:262-5. [PMID: 25287736 DOI: 10.1007/s12350-014-0003-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Affiliation(s)
- Mario Petretta
- Department of Translational Medical Sciences, University Federico II, Naples, Italy
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Moody WE, Edwards NC, Chue CD, Taylor RJ, Ferro CJ, Townend JN, Steeds RP. Variability in cardiac MR measurement of left ventricular ejection fraction, volumes and mass in healthy adults: defining a significant change at 1 year. Br J Radiol 2015; 88:20140831. [PMID: 25710361 DOI: 10.1259/bjr.20140831] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
OBJECTIVE Variability in the measurement of left ventricular (LV) parameters in cardiovascular imaging has typically been assessed over a short time interval, but clinicians most commonly compare results from studies performed a year apart. To account for variation in technical, procedural and biological factors over this time frame, we quantified the within-subject changes in LV volumes, LV mass (LVM) and LV ejection fraction (EF) in a well-defined cohort of healthy adults at 12 months. METHODS Cardiac MR (CMR) was performed in 42 healthy control subjects at baseline and at 1 year (1.5 T Magnetom® Avanto; Siemens Healthcare, Erlangen, Germany). Analysis of steady-state free precession images was performed manually offline (Argus software; Siemens Healthcare) for assessment of LV volumes, LVM and EF by a single blinded observer. A random subset of 10 participants also underwent repeat imaging within 7 days to determine short-term interstudy reproducibility. RESULTS There were no significant changes in any LV parameter on repeat CMR at 12 months. The short-term interstudy biases were not significantly different from the long-term changes observed at 1 year. The smallest detectable change (SDC) for LVEF, end-diastolic volume, end-systolic volume and LVM that could be recognized with 95% confidence were 6%, 13 ml, 7 ml and 6 g, respectively. CONCLUSION The variability in CMR-derived LV measures arising from technical, procedural and biological factors remains minimal at 12 months. Thus, for patients undergoing repeat annual assessment by CMR, even small differences in LV function, size and LVM (which are greater than the SDC) may be attributed to disease-related factors. ADVANCES IN KNOWLEDGE The reproducibility and reliability of CMR data at 12 months is excellent allowing clinicians to be confident that even small changes in LV structure and function over this time frame are real.
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Affiliation(s)
- W E Moody
- 1 Birmingham CardioRenal Group, Centre for Clinical Cardiovascular Sciences, University of Birmingham, Edgbaston, Birmingham, UK
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Jain D, He ZX, Lele V, Aronow WS. Direct myocardial ischemia imaging: a new cardiovascular nuclear imaging paradigm. Clin Cardiol 2014; 38:124-30. [PMID: 25487883 DOI: 10.1002/clc.22346] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Accepted: 09/21/2014] [Indexed: 01/02/2023] Open
Abstract
Myocardial perfusion imaging (MPI), using radiotracers, has been in routine clinical use for over 40 years. This modality is used for the detection of coronary artery disease (CAD), risk stratification, optimizing therapy, and follow-up of patients with CAD. Molecular cardiovascular imaging using targeted radiotracers provides a unique opportunity for imaging biochemical and metabolic processes, and cell membrane transporter and receptor functions at a cellular and molecular level in experimental animal models as well as in humans. Cardiac imaging using radiolabeled free fatty acid analogues and glucose analogues enable us to image myocardial ischemia directly as an alternative to stress-rest MPI. Direct ischemia imaging techniques can avoid and overcome some of the limitations of standard stress-rest MPI. This article describes recent studies using (18) F-fluorodeoxyglucose ((18) FDG) for myocardial ischemia imaging.
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Affiliation(s)
- Diwakar Jain
- Cardiovascular Nuclear Imaging Laboratory, New York Medical College, Westchester Medical Center, Valhalla, New York
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Petretta M, Pellegrino T, Cuocolo A. The "gray zone" for the heart to mediastinum MIBG uptake ratio. J Nucl Cardiol 2014; 21:921-4. [PMID: 24810428 DOI: 10.1007/s12350-014-9894-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2014] [Accepted: 03/15/2014] [Indexed: 01/26/2023]
Affiliation(s)
- Mario Petretta
- Department of Translational Medicine, University Federico II, Naples, Italy
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Ather S, Iqbal F, Gulotta J, Aljaroudi W, Heo J, Iskandrian AE, Hage FG. Comparison of three commercially available softwares for measuring left ventricular perfusion and function by gated SPECT myocardial perfusion imaging. J Nucl Cardiol 2014; 21:673-81. [PMID: 24715622 DOI: 10.1007/s12350-014-9885-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2013] [Accepted: 02/13/2014] [Indexed: 11/24/2022]
Abstract
BACKGROUND The three softwares, Quantitative Perfusion SPECT (QPS), Emory Cardiac Toolbox, and 4 Dimension-Myocardial SPECT (4DM) are widely used with myocardial perfusion imaging (MPI) to determine perfusion defect size (PDS) and left ventricular (LV) function. There are limited data on the degree of agreement between these methods in quantifying the LV perfusion pattern and function. METHODS AND RESULTS In 120 consecutive patients who had abnormal regadenoson SPECT MPI with a visually derived summed stress score ≥4, the correlation between the softwares for measurements of PDS, reversible, and fixed defects was poor to fair (Spearman's ρ = 0.18-0.72). Overall, estimation of defect size was smaller by QPS and larger by 4DM. There was discordance among the softwares in 62% of the cases in defining PDS as small/moderate/large. The correlation between the softwares was better for measuring LVEF, volumes and mass (ρ = 0.84-0.97), and discrepant results for defining normal/mild-moderate/severe LV systolic dysfunction were prevalent in 28% of the patients. CONCLUSION There are significant differences between the softwares in measuring PDS as well as LV function, and more importantly in defining small, moderate, or large ischemic burden. These results suggest the necessity of using the same software when assessing interval changes by serial imaging.
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Affiliation(s)
- Sameer Ather
- Division of Cardiovascular Disease, University of Alabama at Birmingham, Birmingham, AL, 35294, USA,
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Sadat K, Ather S, Aljaroudi W, Heo J, Iskandrian AE, Hage FG. The effect of bone marrow mononuclear stem cell therapy on left ventricular function and myocardial perfusion. J Nucl Cardiol 2014; 21:351-67. [PMID: 24379128 DOI: 10.1007/s12350-013-9846-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Accepted: 12/08/2013] [Indexed: 12/20/2022]
Abstract
BACKGROUND Bone marrow stem cell (BMC) transfer is an emerging therapy with potential to salvage cardiomyocytes during acute myocardial infarction and promote regeneration and endogenous repair of damaged myocardium in patients with left ventricular (LV) dysfunction. We performed a meta-analysis to examine the association between administration of BMC and LV functional recovery as assessed by imaging. METHODS AND RESULTS Our meta-analysis included data from 32 trials comprising information on 1,300 patients in the treatment arm and 1,006 patients in the control arm. Overall, BMC therapy was associated with a significant increase in LV ejection fraction by 4.6% ± 0.7% (P < .001) (control-adjusted increase of 2.8% ± 0.9%, P = .001), and a significant decrease in perfusion defect size by 9.5% ± 1.4% (P < .001) (control-adjusted decrease of 3.8% ± 1.2%, P = .002). The effect of BMC therapy was similar whether the cells were administered via intra-coronary or intra-myocardial routes and was not influenced by baseline ejection fraction or perfusion defect size. CONCLUSIONS BMC transfer appears to have a positive impact on LV recovery in patients with acute coronary syndrome and those with stable coronary disease with or without heart failure. Most studies were small and a minority used a core laboratory for image analysis.
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Affiliation(s)
- Kamel Sadat
- Division of Cardiovascular Disease, University of Alabama at Birmingham, Lyons-Harrison Research Building 314, 1900 University Blvd, Birmingham, AL, 35294, USA,
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