1
|
Tomiyoshi K, Namiki Y, Yang DJ, Inoue T. Production, Validation, and Exposure Dose Measurement of [ 13N]Ammonia Under Academic Good Manufacturing Practice Environments. Pharmaceutics 2025; 17:667. [PMID: 40430957 PMCID: PMC12115206 DOI: 10.3390/pharmaceutics17050667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2025] [Revised: 05/13/2025] [Accepted: 05/16/2025] [Indexed: 05/29/2025] Open
Abstract
Objective: Current good manufacturing practice (cGMP) guidance for positron emission tomography (PET) drugs has been established in Europe and the United States. In Japan, the Pharmaceuticals and Medical Devices Agency (PMDA) approved the use of radiosynthesizers as medical devices for the in-house manufacturing of PET drugs in hospitals and clinics, regardless of the cGMP environment. Without adequate facilities, equipment, and personnel required by cGMP regulations, the quality assurance (QA) and clinical effectiveness of PET drugs largely depend on the radiosynthesizers themselves. To bridge the gap between radiochemistry standardization and site qualification, the Japanese Society of Nuclear Medicine (JSNM) has issued guidance for the in-house manufacturing of small-scale PET drugs under academic GMP (a-GMP) environments. The goals of cGMP and a-GMP are different: cGMP focuses on process optimization, certification, and commercialization, while a-GMP facilitates the small-scale, in-house production of PET drugs for clinical trials and patient-specific standard of care. Among PET isotopes, N-13 has a short half-life (10 min) and must be synthesized on site. [13N]Ammonia ([13N]NH3) is used for myocardial perfusion imaging under the Japan Health Insurance System (JHIS) and was thus selected as a working example for the manufacturing of PET drugs in an a-GMP environment. Methods: A [13N]NH3-radiosynthesizer was installed in a hot cell within an a-GMP-compliant radiopharmacy unit. To comply with a-GMP regulations, the air flow was adjusted through HEPA filters. All cabinets and cells were disinfected to ensure sterility once a month. Standard operating procedures (SOPs) were applied, including analytical methods. Batch records, QA data, and radiation exposure to staff in the synthesis of [13N]NH3 were measured and documented. Results: 2.52 GBq of [13N]NH3 end-of-synthesis (EOS) was obtained in an average of 13.5 min in 15 production runs. The radiochemical purity was more than 99%. Exposure doses were 11 µSv for one production run and 22 µSv for two production runs. The pre-irradiation background dose rate was 0.12 µSv/h. After irradiation, the exposed dosage in the front of the hot cell was 0.15 µSv/h. The leakage dosage measured at the bench was 0.16 µSv/h. The exposure and leakage dosages in the manufacturing of [13N]NH3 were similar to the background level as measured by radiation monitoring systems in an a-GMP environments. All QAs, environmental data, bacteria assays, and particulates met a-GMP compliance standards. Conclusions: In-house a-GMP environments require dedicated radiosynthesizers, documentation for batch records, validation schedules, radiation protection monitoring, air and particulate systems, and accountable personnel. In this study, the in-house manufacturing of [13N]NH3 under a-GMP conditions was successfully demonstrated. These findings support the international harmonization of small-scale PET drug manufacturing in hospitals and clinics for future multi-center clinical trials and the development of a standard of care.
Collapse
Affiliation(s)
- Katsumi Tomiyoshi
- Shonan Research Institute of Innovative Medicine, Shonan Kamakura General Hospital, 1370-1, Okamoto, Kamakura 247-8533, Japan;
| | - Yuta Namiki
- Shonan Research Institute of Innovative Medicine, Shonan Kamakura General Hospital, 1370-1, Okamoto, Kamakura 247-8533, Japan;
| | - David J. Yang
- Advanced Medical Center, Shonan Kamakura General Hospital, Kamakura 247-8533, Japan; (D.J.Y.); (T.I.)
| | - Tomio Inoue
- Advanced Medical Center, Shonan Kamakura General Hospital, Kamakura 247-8533, Japan; (D.J.Y.); (T.I.)
| |
Collapse
|
2
|
Akil S, Székely AE, Hedeer F, Olsson B, Engblom H, Hindorf C. Influence of different time framings, reconstruction algorithms and post-processing methods on the quantification of myocardial blood flow from 13 N-NH 3 PET images. Clin Physiol Funct Imaging 2024; 44:154-163. [PMID: 37881129 DOI: 10.1111/cpf.12861] [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: 02/14/2023] [Revised: 08/28/2023] [Accepted: 10/19/2023] [Indexed: 10/27/2023]
Abstract
BACKGROUND The aim was to investigate to what extent the quantification of myocardial blood flow (MBF) from dynamic 13 N-NH3 positron emission tomography (PET) images is affected by time frame schemes, time-of-flight (ToF), reconstruction algorithms, blood pool volume of interest (VOI) locations and compartment models in patients with suspected chronic coronary syndrome. METHODS A standard MBF value was determined from 25 patients' rest/stress 13 N-NH3 PET/CT images reconstructed with ordered subset expectation maximization (OSEM), 5 s time frame for the first frames without ToF, subsequently analyzed using a basal VOI and the deGrado compartment model. MBFs calculated using 2 or 10 s for the first frames, ToF, block-sequential regularized expectation maximization (BSREM), apical or large VOI, Hutchins or Krivokapich compartment models were compared to MBFstandard in Bland-Altman plots (bias ± SD). RESULTS Good agreement in global rest/stress MBF (mL/min/g) was found when changing the time frame scheme or reconstruction algorithm (MBFstandard vs. MBF2s : -0.02 ± 0.06; MBF10s : 0.01 ± 0.07; MBFBSREM : 0.01 ± 0.07), while a lower level of agreement was found when altering the other factors (MBFstandard vs. MBFToF : -0.07 ± 0.10; MBFapical VOI : -0.27 ± 0.25; MBFlarge VOI : -0.11 ± 0.10; MBFHutchins : -0.08 ± 0.10; MBFKrivokapich : -0.47 ± 0.50). CONCLUSIONS Quantification of MBF from 13 N-NH3 PET images is more affected by choice of compartment models, ToF and blood pool VOIs than by different time frame schemes and reconstruction algorithms.
Collapse
Affiliation(s)
- Shahnaz Akil
- Clinical Physiology, Department of Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | - Anna E Székely
- Clinical Physiology, Department of Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | - Fredrik Hedeer
- Clinical Physiology, Department of Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | - Berit Olsson
- Clinical Physiology, Department of Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | - Henrik Engblom
- Clinical Physiology, Department of Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | - Cecilia Hindorf
- Department of Medical Radiation Physics, Lund University, Lund, Sweden
| |
Collapse
|
3
|
Rainio O, Han C, Teuho J, Nesterov SV, Oikonen V, Piirola S, Laitinen T, Tättäläinen M, Knuuti J, Klén R. Carimas: An Extensive Medical Imaging Data Processing Tool for Research. J Digit Imaging 2023; 36:1885-1893. [PMID: 37106213 PMCID: PMC10406992 DOI: 10.1007/s10278-023-00812-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 02/17/2023] [Accepted: 03/05/2023] [Indexed: 04/29/2023] Open
Abstract
Carimas is a multi-purpose medical imaging data processing tool, which can be used to visualize, analyze, and model different medical images in research. Originally, it was developed only for positron emission tomography data in 2009, but the use of this software has extended to many other tomography imaging modalities, such as computed tomography and magnetic resonance imaging. Carimas is especially well-suited for analysis of three- and four-dimensional image data and creating polar maps in modeling of cardiac perfusion. This article explores various parts of Carimas, including its key features, program structure, and application possibilities.
Collapse
Affiliation(s)
- Oona Rainio
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Chunlei Han
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Jarmo Teuho
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Sergey V. Nesterov
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Vesa Oikonen
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Sauli Piirola
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Timo Laitinen
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Marko Tättäläinen
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Juhani Knuuti
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Riku Klén
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| |
Collapse
|
4
|
Nye JA, Piccinelli M, Hwang D, Cooke CD, Paeng JC, Lee JM, Cho SG, Folks R, Haber M, Bom HS, Koo BK, Garcia EV. Determination of [N-13]-ammonia extraction fraction in patients with coronary artery disease by calibration to invasive coronary and fractional flow reserve. J Nucl Cardiol 2022; 29:2210-2219. [PMID: 34036523 PMCID: PMC10630982 DOI: 10.1007/s12350-021-02628-4] [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: 03/26/2021] [Accepted: 03/30/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND This study presents a new extraction fraction (EF) model based on physiological measures of invasive coronary flow reserve (CFR) and fractional flow reserve (FFR) in patients with suspected coronary artery disease (CAD) and normal index microcirculatory resistance (IMR). To ascertain the clinical relevance of the new EFs, flow measurements using the newly patient-determined EFs were compared to flow measurements using traditional animal-determined EFs. METHODS 39 patients were retrospectively selected that included a total of 91 vascular territories with invasive coronary angiography physiological measures. [N-13]-ammonia dynamic rest/adenosine-stress PET imaging was conducted in all patients and absolute myocardial flow was estimated using four published compartmental models. The extraction fraction during hyperemic flow was iteratively estimated by maximizing the agreement between invasive CFR and FFR with the non-invasive analogs myocardial flow reserve (MFR) and relative flow reserve (RFR) at similar physiological states, respectively. RESULTS Using the new patient-determined EFs, agreement between CFR vs MFR for Model 1 and 2 was moderate and poor for Model 3 and 4. All models showed moderate agreement for FFR vs RFR. When using published models of animal-determined EFs, agreement between CFR vs MFR remained moderate for Model 1 and 2, and poor for Model 3 and 4. Similarly, all models showed moderate agreement for FFR vs RFR using animal-determined EF values. None of the observed differences were statistically significant. CONCLUSIONS Flow measurements using extraction fraction correction for [N-13]-ammonia based on calibration to invasive intracoronary angiography physiological measures in patients with CAD were not discordant from those reported in the literature. Either patient-determined or traditional animal-determined EF correction, when used with the appropriate flow model, yields moderate agreement with invasive measurements of coronary flow reserve and fractional flow reserve.
Collapse
Affiliation(s)
- Jonathon A Nye
- Department of Radiology and Imaging Sciences, Emory School of Medicine, Emory University, 1841 Clifton Rd. NE, Atlanta, GA, 30329, USA.
| | - Marina Piccinelli
- Department of Radiology and Imaging Sciences, Emory School of Medicine, Emory University, 1841 Clifton Rd. NE, Atlanta, GA, 30329, USA
| | - Doyeon Hwang
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
| | - C David Cooke
- Department of Radiology and Imaging Sciences, Emory School of Medicine, Emory University, 1841 Clifton Rd. NE, Atlanta, GA, 30329, USA
| | - Jin Chul Paeng
- Department of Nuclear Medicine, Seoul National University Hospital, Seoul, Korea
| | - Joo Myung Lee
- Samsung Medical Center, Heart Vascular Stroke Institute, Seoul, Korea
| | - Sang-Geon Cho
- Department of Nuclear Medicine, Chonnam National University Hospital, Gwangju, Korea
| | - Russell Folks
- Department of Radiology and Imaging Sciences, Emory School of Medicine, Emory University, 1841 Clifton Rd. NE, Atlanta, GA, 30329, USA
| | - Michael Haber
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Hee-Seung Bom
- Department of Nuclear Medicine, Chonnam National University Hospital, Gwangju, Korea
| | - Bon-Kwon Koo
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
| | - Ernest V Garcia
- Department of Radiology and Imaging Sciences, Emory School of Medicine, Emory University, 1841 Clifton Rd. NE, Atlanta, GA, 30329, USA
| |
Collapse
|
5
|
Bini J, Norcross M, Cheung M, Duffy A. The Role of Positron Emission Tomography in Bariatric Surgery Research: a Review. Obes Surg 2021; 31:4592-4606. [PMID: 34304378 DOI: 10.1007/s11695-021-05576-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 06/24/2021] [Accepted: 06/30/2021] [Indexed: 12/15/2022]
Abstract
Bariatric surgery, initially understood as restricting or bypassing the amount of food that reaches the stomach to reduce food intake and/or increase malabsorption of food to promote weight loss, is now recognized to also affect incretin signaling in the gut and promote improvements in system-wide metabolism. Positron emission tomography (PET) is an imaging technique whereby patients are injected with picomolar concentrations of radioactive molecules, below the threshold of having physiological effects, to measure spatial distributions of blood flow, metabolism, receptor, and enzyme pharmacology. Recent advances in both whole-body PET imaging and radioligand development will allow for novel research that may help clarify the roles of peripheral and central receptor/enzyme systems in treating obesity with bariatric surgery.
Collapse
Affiliation(s)
- Jason Bini
- Yale PET Center, Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 801 Howard Avenue, PO Box 208048, New Haven, CT, USA.
| | | | - Maija Cheung
- Department of Surgery, Yale University School of Medicine, New Haven, CT, USA
| | - Andrew Duffy
- Department of Surgery, Yale University School of Medicine, New Haven, CT, USA
| |
Collapse
|
6
|
Nammas W, Maaniitty T, Knuuti J, Saraste A. Cardiac perfusion by positron emission tomography. Clin Physiol Funct Imaging 2021; 41:385-400. [PMID: 33969615 DOI: 10.1111/cpf.12708] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 05/05/2021] [Indexed: 01/16/2023]
Abstract
Myocardial perfusion imaging (MPI) with positron emission tomography (PET) is an established tool for evaluation of obstructive coronary artery disease (CAD). The contemporary 3-dimensional scanner technology and the state-of-the-art MPI radionuclide tracers and pharmacological stress agents, as well as the cutting-edge image reconstruction techniques and data analysis software, have all enabled accurate, reliable and reproducible quantification of absolute myocardial blood flow (MBF), and henceforth calculation of myocardial flow reserve (MFR) in several clinical scenarios. In patients with suspected coronary artery disease, both absolute stress MBF and MFR can identify myocardial territories subtended by epicardial coronary arteries with haemodynamically significant stenosis, as defined by invasive coronary fractional flow reserve measurement. In particular, absolute stress MBF and MFR offered incremental prognostic information for predicting adverse cardiac outcome, and hence for better patient risk stratification, over those provided by traditional clinical risk predictors. This article reviews the available evidence to support the translation of the current techniques and technologies into a useful decision-making tool in real-world clinical practice.
Collapse
Affiliation(s)
- Wail Nammas
- Heart Center, Turku University Hospital, Turku, Finland
| | - Teemu Maaniitty
- PET Centre, Turku University Hospital and University of Turku, Turku, Finland
| | - Juhani Knuuti
- PET Centre, Turku University Hospital and University of Turku, Turku, Finland
| | - Antti Saraste
- Heart Center, Turku University Hospital, Turku, Finland.,PET Centre, Turku University Hospital and University of Turku, Turku, Finland
| |
Collapse
|
7
|
Nesterov SV, Knuuti J. How accurate is the accuracy? J Nucl Cardiol 2020; 27:1967-1969. [PMID: 30478662 DOI: 10.1007/s12350-018-01537-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Accepted: 11/07/2018] [Indexed: 10/27/2022]
Affiliation(s)
- Sergey V Nesterov
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland.
| | - Juhani Knuuti
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| |
Collapse
|
8
|
EANM procedural guidelines for PET/CT quantitative myocardial perfusion imaging. Eur J Nucl Med Mol Imaging 2020; 48:1040-1069. [PMID: 33135093 PMCID: PMC7603916 DOI: 10.1007/s00259-020-05046-9] [Citation(s) in RCA: 88] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 09/17/2020] [Indexed: 12/19/2022]
Abstract
The use of cardiac PET, and in particular of quantitative myocardial perfusion PET, has been growing during the last years, because scanners are becoming widely available and because several studies have convincingly demonstrated the advantages of this imaging approach. Therefore, there is a need of determining the procedural modalities for performing high-quality studies and obtaining from this demanding technique the most in terms of both measurement reliability and clinical data. Although the field is rapidly evolving, with progresses in hardware and software, and the near perspective of new tracers, the EANM Cardiovascular Committee found it reasonable and useful to expose in an updated text the state of the art of quantitative myocardial perfusion PET, in order to establish an effective use of this modality and to help implementing it on a wider basis. Together with the many steps necessary for the correct execution of quantitative measurements, the importance of a multiparametric approach and of a comprehensive and clinically useful report have been stressed.
Collapse
|
9
|
Wackers FJT. Heinz R. Schelbert, MD, PhD. (Born 1939). J Nucl Cardiol 2020; 27:25-27. [PMID: 31897997 DOI: 10.1007/s12350-019-02001-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Accepted: 11/30/2019] [Indexed: 10/25/2022]
|
10
|
Mastrocola LE, Amorim BJ, Vitola JV, Brandão SCS, Grossman GB, Lima RDSL, Lopes RW, Chalela WA, Carreira LCTF, Araújo JRND, Mesquita CT, Meneghetti JC. Update of the Brazilian Guideline on Nuclear Cardiology - 2020. Arq Bras Cardiol 2020; 114:325-429. [PMID: 32215507 PMCID: PMC7077582 DOI: 10.36660/abc.20200087] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Affiliation(s)
| | - Barbara Juarez Amorim
- Universidade Estadual de Campinas (Unicamp), Campinas, SP - Brazil
- Sociedade Brasileira de Medicina Nuclear (SBMN), São Paulo, SP - Brazil
| | | | | | - Gabriel Blacher Grossman
- Hospital Moinhos de Vento, Porto Alegre, RS - Brazil
- Clínica Cardionuclear, Porto Alegre, RS - Brazil
| | - Ronaldo de Souza Leão Lima
- Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, RJ - Brazil
- Fonte Imagem Medicina Diagnóstica, Rio de Janeiro, RJ - Brazil
- Clínica de Diagnóstico por Imagem (CDPI), Grupo DASA, Rio de Janeiro, RJ - Brazil
| | | | - William Azem Chalela
- Instituto do Coração (Incor) do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo, SP - Brazil
| | | | | | | | - José Claudio Meneghetti
- Instituto do Coração (Incor) do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo, SP - Brazil
| |
Collapse
|
11
|
Guehl NJ, Pelletier-Galarneau M, Wooten DW, Guerrero JL, Kas A, Normandin MD, Fakhri GE, Alpert NM. Preclinical Validation of a Single-Scan Rest/Stress Imaging Technique for 13N-Ammonia Positron Emission Tomography Cardiac Perfusion Studies. Circ Cardiovasc Imaging 2020; 13:e009407. [PMID: 31959009 DOI: 10.1161/circimaging.119.009407] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND We previously proposed a technique for quantitative measurement of rest and stress absolute myocardial blood flow (MBF) using a 2-injection single-scan imaging session. Recently, we validated the method in a pig model for the long-lived radiotracer 18F-Flurpiridaz with adenosine as a pharmacological stressor. The aim of the present work is to validate our technique for 13NH3. METHODS Nine studies were performed in 6 pigs; 5 studies were done in the native state and 4 after infarction of the left anterior descending artery. Each study consisted of 3 dynamic scans: a 2-injection rest-rest single-scan acquisition (scan A), a 2-injection rest/stress single-scan acquisition (scan B), and a conventional 1-injection stress acquisition (scan C). Variable doses of adenosine combined with dobutamine were administered to induce a wide range of MBF. The 2-injection single-scan measurements were fitted with our nonstationary kinetic model (MGH2). In 4 studies, 13NH3 injections were paired with microsphere injections. MBF estimates obtained with our method were compared with those obtained with the standard method and with microspheres. We used a model-based method to generate separate rest and stress perfusion images. RESULTS In the absence of stress (scan A), the MBF values estimated by MGH2 were nearly the same for the 2-radiotracer injections (mean difference: 0.067±0.070 mL·min-1·cc-1, limits of agreement: [-0.070 to 0.204] mL·min-1·cc-1), showing good repeatability. Bland-Altman analyses demonstrated very good agreement with the conventional method for both rest (mean difference: -0.034±0.035 mL·min-1·cc-1, limits of agreement: [-0.103 to 0.035] mL·min-1·cc-1) and stress (mean difference: 0.057±0.361 mL·min-1·cc-1, limits of agreement: [-0.651 to 0.765] mL·min-1·cc-1) MBF measurements. Positron emission tomography and microsphere MBF measurements correlated closely. Very good quality perfusion images were obtained. CONCLUSIONS This study provides in vivo validation of our single-scan rest-stress method for 13NH3 measurements. The 13NH3 rest/stress myocardial perfusion imaging procedure can be compressed into a single positron emission tomography scan session lasting less than 15 minutes.
Collapse
Affiliation(s)
- Nicolas J Guehl
- Department of Radiology, Gordon Center for Medical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston (N.J.G., M.P.-G., D.W.W., J.L.G., M.D.N., G.E.F., N.M.A.)
| | - Matthieu Pelletier-Galarneau
- Department of Radiology, Gordon Center for Medical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston (N.J.G., M.P.-G., D.W.W., J.L.G., M.D.N., G.E.F., N.M.A.).,Department of Radiology and Nuclear Medicine, Montreal Heart Institute, Québec, CA (M.P.-G.)
| | - Dustin W Wooten
- Department of Radiology, Gordon Center for Medical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston (N.J.G., M.P.-G., D.W.W., J.L.G., M.D.N., G.E.F., N.M.A.)
| | - J Luis Guerrero
- Department of Radiology, Gordon Center for Medical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston (N.J.G., M.P.-G., D.W.W., J.L.G., M.D.N., G.E.F., N.M.A.)
| | - Aurélie Kas
- AP-HP, Department of Nuclear Medicine, Pitié-Salpêtrière Hospital, Sorbonne University, UPMC Paris 06, CNRS UMR 7371, INSERM U1146, France (A.K.)
| | - Marc D Normandin
- Department of Radiology, Gordon Center for Medical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston (N.J.G., M.P.-G., D.W.W., J.L.G., M.D.N., G.E.F., N.M.A.)
| | - Georges El Fakhri
- Department of Radiology, Gordon Center for Medical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston (N.J.G., M.P.-G., D.W.W., J.L.G., M.D.N., G.E.F., N.M.A.)
| | - Nathaniel M Alpert
- Department of Radiology, Gordon Center for Medical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston (N.J.G., M.P.-G., D.W.W., J.L.G., M.D.N., G.E.F., N.M.A.)
| |
Collapse
|
12
|
The Current Role of Viability Imaging to Guide Revascularization and Therapy Decisions in Patients With Heart Failure and Reduced Left Ventricular Function. Can J Cardiol 2019; 35:1015-1029. [DOI: 10.1016/j.cjca.2019.04.029] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 04/25/2019] [Accepted: 04/28/2019] [Indexed: 12/20/2022] Open
|
13
|
Poulter R, Wood DA, Starovoytov A, Smith S, Chitsaz M, Mayo J. Quantified dual energy computed tomography perfusion imaging using myocardial iodine concentration: Validation using CT derived myocardial blood flow and invasive fractional flow reserve in a porcine model. J Cardiovasc Comput Tomogr 2019; 13:86-91. [DOI: 10.1016/j.jcct.2019.01.020] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 01/13/2019] [Accepted: 01/28/2019] [Indexed: 01/07/2023]
|
14
|
Ker WDS, Nunes THP, Nacif MS, Mesquita CT. Practical Implications of Myocardial Viability Studies. Arq Bras Cardiol 2018; 110:278-288. [PMID: 29694555 PMCID: PMC5898779 DOI: 10.5935/abc.20180051] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Accepted: 12/12/2017] [Indexed: 12/20/2022] Open
Abstract
Many non-invasive methods, such as imaging tests, have been developed aiming to
add a contribution to existing studies in estimating patients’ prognosis after
myocardial injury. This prognosis is proportional to myocardial viability, which
is evaluated in coronary artery disease and left ventricular dysfunction
patients only. While myocardial viability represents the likelihood of a dysfunctional muscle
(resulting from decreased oxygen supply for coronary artery obstruction),
hibernation represents post-interventional functional recovery itself. This article proposes a review of pathophysiological basis of viability,
diagnostic methods, prognosis and future perspectives of myocardial viability.
An electronic bibliographic search for articles was performed in PubMed, Lilacs,
Cochrane and Scielo databases, according to pre-established criteria. The studies showed the ability of many imaging techniques in detecting viable
tissues in dysfunctional areas of left ventricle resulting from coronary artery
injuries. These techniques can identify patients who may benefit from myocardial
revascularization and indicate the most appropriate treatment.
Collapse
Affiliation(s)
- Wilter Dos Santos Ker
- Setor de Medicina Nuclear, Hospital Universitário Antônio Pedro, Universidade Federal Fluminense, Niterói, RJ, Brazil
| | - Thais Helena Peixoto Nunes
- Setor de Medicina Nuclear, Hospital Universitário Antônio Pedro, Universidade Federal Fluminense, Niterói, RJ, Brazil
| | - Marcelo Souto Nacif
- Serviço de Radiologia, Hospital Universitário Antônio Pedro, Universidade Federal Fluminense, Niterói, RJ, Brazil
| | - Claudio Tinoco Mesquita
- Setor de Medicina Nuclear, Hospital Universitário Antônio Pedro, Universidade Federal Fluminense, Niterói, RJ, Brazil
| |
Collapse
|
15
|
Murthy VL, Bateman TM, Beanlands RS, Berman DS, Borges-Neto S, Chareonthaitawee P, Cerqueira MD, deKemp RA, DePuey EG, Dilsizian V, Dorbala S, Ficaro EP, Garcia EV, Gewirtz H, Heller GV, Lewin HC, Malhotra S, Mann A, Ruddy TD, Schindler TH, Schwartz RG, Slomka PJ, Soman P, Di Carli MF, Einstein A, Russell R, Corbett JR. Clinical Quantification of Myocardial Blood Flow Using PET: Joint Position Paper of the SNMMI Cardiovascular Council and the ASNC. J Nucl Cardiol 2018; 25:269-297. [PMID: 29243073 DOI: 10.1007/s12350-017-1110-x] [Citation(s) in RCA: 151] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Venkatesh L Murthy
- Frankel Cardiovascular Center, Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
| | | | - Rob S Beanlands
- National Cardiac PET Centre, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - Daniel S Berman
- Departments of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Salvador Borges-Neto
- Division of Nuclear Medicine, Department of Radiology, and Division of Cardiology, Department of Medicine, Duke University School of Medicine, Duke University Health System, Durham, NC, USA
| | | | | | - Robert A deKemp
- National Cardiac PET Centre, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - E Gordon DePuey
- Division of Nuclear Medicine, Department of Radiology, Mt. Sinai St. Luke's and Mt. Sinai West Hospitals, Icahn School of Medicine at Mt. Sinai, New York, NY, USA
| | - Vasken Dilsizian
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Sharmila Dorbala
- Cardiovascular Imaging Program, Brigham and Women's Hospital, Boston, MA, USA
| | - Edward P Ficaro
- Division of Nuclear Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Ernest V Garcia
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, USA
| | - Henry Gewirtz
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Gary V Heller
- Gagnon Cardiovascular Institute, Morristown Medical Center, Morristown, NJ, USA
| | | | - Saurabh Malhotra
- Division of Cardiovascular Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | | | - Terrence D Ruddy
- National Cardiac PET Centre, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - Thomas H Schindler
- Division of Nuclear Medicine, Department of Radiology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Ronald G Schwartz
- Cardiology Division, Department of Medicine, and Nuclear Medicine Division, Department of Imaging Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - Piotr J Slomka
- Departments of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Prem Soman
- Division of Cardiology, Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Marcelo F Di Carli
- Cardiovascular Imaging Program, Brigham and Women's Hospital, Boston, MA, USA
| | - Andrew Einstein
- Division of Cardiology, Department of Medicine, and Department of Radiology, Columbia University Medical Center and New York-Presbyterian Hospital, New York, NY, USA
| | - Raymond Russell
- Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - James R Corbett
- Frankel Cardiovascular Center, Division of Cardiovascular Medicine, Department of Internal Medicine, and Division of Nuclear Medicine, Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| |
Collapse
|
16
|
Peace A, van Mil A, Jones H, Thijssen DH. Similarities and Differences Between Carotid Artery and Coronary Artery Function. Curr Cardiol Rev 2018; 14:254-263. [PMID: 30198437 PMCID: PMC6300794 DOI: 10.2174/1573403x14666180910125638] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Revised: 09/03/2018] [Accepted: 09/04/2018] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Cardiovascular Disease (CVD) remains one of the leading causes of morbidity and mortality. Strategies to predict development of CVD are therefore key in preventing and managing CVD. One stratergy in predicting CVD is by examining the role of traditional risk factors for CVD (e.g. age, sex, weight, blood pressure, blood lipids, blood glucose, smoking and physical activity). Although these measures are non-invasive and simple to perform, they provide limited information of CVD prediction. Directly examining functional characteristics of arteries that are involved in the pathophysiological changes that contribute to the development of CVD improve prediction of future CVD. Nevertheless, examining the function of arteries susceptible to atherosclortic changes, such as the coronary arteries, is invasive, expensive, and associated with high risk for complications. More accessible arteries can be used as a surrogate measure of coronary artery function. For example, the carotid artery may be a superior surrogate measure of coronary artery function given that, the carotid artery represents a central vessel that shows similarities in vasomotor function and anatomical structure with coronary arteries. CONCLUSION This review summarises the similarities between the carotid and coronary arteries, describes how both arteries respond to specific vasoactive stimuli, and discusses if the easily assessible carotid artery can provide information about vascular function (e.g. vasomotor reactivity to sympathetic stimulation) which is prognostic for future cardiovascular events. Finally, the impact of older age and lifestyle interventions (e.g. exercise training) on carotid artery function will be discussed.
Collapse
Affiliation(s)
| | | | | | - Dick H.J. Thijssen
- Address correspondence to this author at the Research Institute for Sport and Exercise Sciences, Liverpool John Moores University, Tom Reilly Building, Byrom Street L3 3AF, Liverpool, United Kingdom;
Tel: +441519046264; E-mail:
| |
Collapse
|
17
|
Murthy VL, Bateman TM, Beanlands RS, Berman DS, Borges-Neto S, Chareonthaitawee P, Cerqueira MD, deKemp RA, DePuey EG, Dilsizian V, Dorbala S, Ficaro EP, Garcia EV, Gewirtz H, Heller GV, Lewin HC, Malhotra S, Mann A, Ruddy TD, Schindler TH, Schwartz RG, Slomka PJ, Soman P, Di Carli MF. Clinical Quantification of Myocardial Blood Flow Using PET: Joint Position Paper of the SNMMI Cardiovascular Council and the ASNC. J Nucl Med 2017; 59:273-293. [PMID: 29242396 DOI: 10.2967/jnumed.117.201368] [Citation(s) in RCA: 169] [Impact Index Per Article: 21.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Accepted: 09/11/2017] [Indexed: 12/30/2022] Open
Affiliation(s)
- Venkatesh L Murthy
- Frankel Cardiovascular Center, Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | | | - Rob S Beanlands
- National Cardiac PET Centre, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Daniel S Berman
- Departments of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | - Salvador Borges-Neto
- Division of Nuclear Medicine, Department of Radiology, and Division of Cardiology, Department of Medicine, Duke University School of Medicine, Duke University Health System, Durham, North Carolina
| | | | | | - Robert A deKemp
- National Cardiac PET Centre, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - E Gordon DePuey
- Division of Nuclear Medicine, Department of Radiology, Mt. Sinai St. Luke's and Mt. Sinai West Hospitals, Icahn School of Medicine at Mt. Sinai, New York, New York
| | - Vasken Dilsizian
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland
| | - Sharmila Dorbala
- Cardiovascular Imaging Program, Brigham and Women's Hospital, Boston, Massachusetts
| | - Edward P Ficaro
- Division of Nuclear Medicine, University of Michigan, Ann Arbor, Michigan
| | - Ernest V Garcia
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, Georgia
| | - Henry Gewirtz
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Gary V Heller
- Gagnon Cardiovascular Institute, Morristown Medical Center, Morristown, NJ, USA
| | | | - Saurabh Malhotra
- Division of Cardiovascular Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, New York
| | - April Mann
- Hartford Hospital, Hartford, Connecticut
| | - Terrence D Ruddy
- National Cardiac PET Centre, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Thomas H Schindler
- Division of Nuclear Medicine, Department of Radiology, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Ronald G Schwartz
- Cardiology Division, Department of Medicine, and Nuclear Medicine Division, Department of Imaging Sciences, University of Rochester Medical Center, Rochester, New York; and
| | - Piotr J Slomka
- Departments of Imaging and Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | - Prem Soman
- Division of Cardiology, Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Marcelo F Di Carli
- Cardiovascular Imaging Program, Brigham and Women's Hospital, Boston, Massachusetts
| | | | | |
Collapse
|
18
|
A non-invasive magnetic resonance imaging approach for assessment of real-time microcirculation dynamics. Sci Rep 2017; 7:7468. [PMID: 28784990 PMCID: PMC5547069 DOI: 10.1038/s41598-017-06983-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Accepted: 06/21/2017] [Indexed: 11/17/2022] Open
Abstract
We present a novel, non-invasive magnetic resonance imaging (MRI) technique to assess real-time dynamic vasomodulation of the microvascular bed. Unlike existing perfusion imaging techniques, our method is sensitive only to blood volume and not flow velocity. Using graded gas challenges and a long-life, blood-pool T1-reducing agent gadofosveset, we can sensitively assess microvascular volume response in the liver, kidney cortex, and paraspinal muscle to vasoactive stimuli (i.e. hypercapnia, hypoxia, and hypercapnic hypoxia). Healthy adult rats were imaged on a 3 Tesla scanner and cycled through 10-minute gas intervals to elicit vasoconstriction followed by vasodilatation. Quantitative T1 relaxation time mapping was performed dynamically; heart rate and blood oxygen saturation were continuously monitored. Laser Doppler perfusion measurements confirmed MRI findings: dynamic changes in T1 corresponded with perfusion changes to graded gas challenges. Our new technique uncovered differential microvascular response to gas stimuli in different organs: for example, mild hypercapnia vasodilates the kidney cortex but constricts muscle vasculature. Finally, we present a gas challenge protocol that produces a consistent vasoactive response and can be used to assess vasomodulatory capacity. Our imaging approach to monitor real-time vasomodulation may be extended to other imaging modalities and is valuable for investigating diseases where microvascular health is compromised.
Collapse
|
19
|
Guehl NJ, Normandin MD, Wooten DW, Rozen G, Ruskin JN, Shoup TM, Woo J, Ptaszek LM, Fakhri GE, Alpert NM. Rapid computation of single PET scan rest-stress myocardial blood flow parametric images by table look up. Med Phys 2017; 44:4643-4651. [PMID: 28594441 DOI: 10.1002/mp.12398] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2017] [Revised: 05/11/2017] [Accepted: 05/31/2017] [Indexed: 12/17/2022] Open
Abstract
PURPOSE We have recently reported a method for measuring rest-stress myocardial blood flow (MBF) using a single, relatively short, PET scan session. The method requires two IV tracer injections, one to initiate rest imaging and one at peak stress. We previously validated absolute flow quantitation in ml/min/cc for standard bull's eye, segmental analysis. In this work, we extend the method for fast computation of rest-stress MBF parametric images. METHODS We provide an analytic solution to the single-scan rest-stress flow model which is then solved using a two-dimensional table lookup method (LM). Simulations were performed to compare the accuracy and precision of the lookup method with the original nonlinear method (NLM). Then the method was applied to 16 single scan rest/stress measurements made in 12 pigs: seven studied after infarction of the left anterior descending artery (LAD) territory, and nine imaged in the native state. Parametric maps of rest and stress MBF as well as maps of left (fLV ) and right (fRV ) ventricular spill-over fractions were generated. Regions of interest (ROIs) for 17 myocardial segments were defined in bull's eye fashion on the parametric maps. The mean of each ROI was then compared to the rest (K1r ) and stress (K1s ) MBF estimates obtained from fitting the 17 regional TACs with the NLM. RESULTS In simulation, the LM performed as well as the NLM in terms of precision and accuracy. The simulation did not show that bias was introduced by the use of a predefined two-dimensional lookup table. In experimental data, parametric maps demonstrated good statistical quality and the LM was computationally much more efficient than the original NLM. Very good agreement was obtained between the mean MBF calculated on the parametric maps for each of the 17 ROIs and the regional MBF values estimated by the NLM (K1mapLM = 1.019 × K1ROINLM + 0.019, R2 = 0.986; mean difference = 0.034 ± 0.036 mL/min/cc). CONCLUSIONS We developed a table lookup method for fast computation of parametric imaging of rest and stress MBF. Our results show the feasibility of obtaining good quality MBF maps using modest computational resources, thus demonstrating that the method can be applied in a clinical environment to obtain full quantitative MBF information.
Collapse
Affiliation(s)
- Nicolas J Guehl
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114-1107, USA
| | - Marc D Normandin
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114-1107, USA
| | - Dustin W Wooten
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114-1107, USA
| | - Guy Rozen
- Cardiac Arrhythmia Service, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Jeremy N Ruskin
- Cardiac Arrhythmia Service, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Timothy M Shoup
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114-1107, USA
| | - Jonghye Woo
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114-1107, USA
| | - Leon M Ptaszek
- Cardiac Arrhythmia Service, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Georges El Fakhri
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114-1107, USA
| | - Nathaniel M Alpert
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114-1107, USA
| |
Collapse
|
20
|
Pelletier-Galarneau M, deKemp RA, Hunter CR, Klein R, Klein M, Ironstone J, Fisher JA, Ruddy TD. Effects of Hypercapnia on Myocardial Blood Flow in Healthy Human Subjects. J Nucl Med 2017; 59:100-106. [DOI: 10.2967/jnumed.117.194308] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Accepted: 06/08/2017] [Indexed: 11/16/2022] Open
|
21
|
Shah NR, Cheezum MK, Veeranna V, Horgan SJ, Taqueti VR, Murthy VL, Foster C, Hainer J, Daniels KM, Rivero J, Shah AM, Stone PH, Morrow DA, Steigner ML, Dorbala S, Blankstein R, Di Carli MF. Ranolazine in Symptomatic Diabetic Patients Without Obstructive Coronary Artery Disease: Impact on Microvascular and Diastolic Function. J Am Heart Assoc 2017; 6:JAHA.116.005027. [PMID: 28473401 PMCID: PMC5524071 DOI: 10.1161/jaha.116.005027] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Background Treatments for patients with myocardial ischemia in the absence of angiographic obstructive coronary artery disease are limited. In these patients, particularly those with diabetes mellitus, diffuse coronary atherosclerosis and microvascular dysfunction is a common phenotype and may be accompanied by diastolic dysfunction. Our primary aim was to determine whether ranolazine would quantitatively improve exercise‐stimulated myocardial blood flow and cardiac function in symptomatic diabetic patients without obstructive coronary artery disease. Methods and Results We conducted a double‐blinded crossover trial with 1:1 random allocation to the order of ranolazine and placebo. At baseline and after each 4‐week treatment arm, left ventricular myocardial blood flow and coronary flow reserve (CFR; primary end point) were measured at rest and after supine bicycle exercise using 13N‐ammonia myocardial perfusion positron emission tomography. Resting echocardiography was also performed. Multilevel mixed‐effects linear regression was used to determine treatment effects. Thirty‐five patients met criteria for inclusion. Ranolazine did not significantly alter rest or postexercise left ventricular myocardial blood flow or CFR. However, patients with lower baseline CFR were more likely to experience improvement in CFR with ranolazine (r=−0.401, P=0.02) than with placebo (r=−0.188, P=0.28). In addition, ranolazine was associated with an improvement in E/septal e′ (P=0.001) and E/lateral e′ (P=0.01). Conclusions In symptomatic diabetic patients without obstructive coronary artery disease, ranolazine did not change exercise‐stimulated myocardial blood flow or CFR but did modestly improve diastolic function. Patients with more severe baseline impairment in CFR may derive more benefit from ranolazine. Clinical Trial Registration URL: http://www.clinicaltrials.gov. Unique identifier: NCT01754259.
Collapse
Affiliation(s)
- Nishant R Shah
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Division of Cardiovascular Medicine, Department of Medicine, Lifespan Cardiovascular Institute, Brown University Alpert School of Medicine, Providence, RI
| | - Michael K Cheezum
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Vikas Veeranna
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Stephen J Horgan
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Viviany R Taqueti
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Venkatesh L Murthy
- Divisions of Nuclear Medicine, Cardiothoracic Imaging, and Cardiovascular Medicine, Departments of Medicine and Radiology, University of Michigan, Ann Arbor, MI
| | - Courtney Foster
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Jon Hainer
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Karla M Daniels
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Jose Rivero
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Amil M Shah
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Peter H Stone
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - David A Morrow
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Michael L Steigner
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Sharmila Dorbala
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Ron Blankstein
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Marcelo F Di Carli
- Noninvasive Cardiovascular Imaging Program, Heart and Vascular Institute, Division of Cardiovascular Medicine, Department of Medicine, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| |
Collapse
|
22
|
Guehl NJ, Normandin MD, Wooten DW, Rozen G, Sitek A, Ruskin J, Shoup TM, Ptaszek LM, El Fakhri G, Alpert NM. Single-scan rest/stress imaging: validation in a porcine model with 18F-Flurpiridaz. Eur J Nucl Med Mol Imaging 2017; 44:1538-1546. [PMID: 28365789 DOI: 10.1007/s00259-017-3684-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 03/17/2017] [Indexed: 11/27/2022]
Abstract
PURPOSE 18F-labeled myocardial flow agents are becoming available for clinical application but the ∼2 hour half-life of 18F complicates their clinical application for rest-stress measurements. The goal of this work is to evaluate in a pig model a single-scan method which provides quantitative rest-stress blood flow in less than 15 minutes. METHODS Single-scan rest-stress measurements were made using 18F-Flurpiridaz. Nine scans were performed in healthy pigs and seven scans were performed in injured pigs. A two-injection, single-scan protocol was used in which an adenosine infusion was started 4 minutes after the first injection of 18F-Flurpiridaz and followed either 3 or 6 minutes later by a second radiotracer injection. In two pigs, microsphere flow measurements were made at rest and during stress. Dynamic images were reoriented into the short axis view, and regions of interest (ROIs) for the 17 myocardial segments were defined in bull's eye fashion. PET data were fitted with MGH2, a kinetic model with time varying kinetic parameters, in which blood flow changes abruptly with the introduction of adenosine. Rest and stress myocardial blood flow (MBF) were estimated simultaneously. RESULTS The first 12-14 minutes of rest-stress PET data were fitted in detail by the MGH2 model, yielding MBF measurement with a mean precision of 0.035 ml/min/cc. Mean myocardial blood flow across pigs was 0.61 ± 0.11 mL/min/cc at rest and 1.06 ± 0.19 mL/min/cc at stress in healthy pigs and 0.36 ± 0.20 mL/min/cc at rest and 0.62 ± 0.24 mL/min/cc at stress in the ischemic area. Good agreement was obtained with microsphere flow measurement (slope = 1.061 ± 0.017, intercept = 0.051 ± 0.017, mean difference 0.096 ± 0.18 ml/min/cc). CONCLUSION Accurate rest and stress blood flow estimation can be obtained in less than 15 min of PET acquisition. The method is practical and easy to implement suggesting the possibility of clinical translation.
Collapse
Affiliation(s)
- Nicolas J Guehl
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Marc D Normandin
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Dustin W Wooten
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Guy Rozen
- Cardiac Arrhythmia Service, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Arkadiusk Sitek
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jeremy Ruskin
- Cardiac Arrhythmia Service, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Timothy M Shoup
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Leon M Ptaszek
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Cardiac Arrhythmia Service, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Georges El Fakhri
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Nathaniel M Alpert
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
23
|
Anderson JMM, Votaw JR, Piccinelli M. Improved PET-Based Voxel-Resolution Myocardial Blood Flow Analysis. IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES 2017. [DOI: 10.1109/tns.2017.2653059] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
24
|
Opacic T, Paefgen V, Lammers T, Kiessling F. Status and trends in the development of clinical diagnostic agents. WILEY INTERDISCIPLINARY REVIEWS-NANOMEDICINE AND NANOBIOTECHNOLOGY 2016; 9. [DOI: 10.1002/wnan.1441] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Revised: 09/02/2016] [Accepted: 09/15/2016] [Indexed: 12/12/2022]
Affiliation(s)
- Tatjana Opacic
- Department of Experimental Molecular Imaging; RWTH Aachen University; Aachen Germany
| | - Vera Paefgen
- Department of Experimental Molecular Imaging; RWTH Aachen University; Aachen Germany
| | - Twan Lammers
- Department of Experimental Molecular Imaging; RWTH Aachen University; Aachen Germany
- Department of Pharmaceutics; Utrecht University; Utrecht The Netherlands
- Department of Targeted Therapeutics; University of Twente; Enschede The Netherlands
| | - Fabian Kiessling
- Department of Experimental Molecular Imaging; RWTH Aachen University; Aachen Germany
| |
Collapse
|
25
|
Dilsizian V, Bacharach SL, Beanlands RS, Bergmann SR, Delbeke D, Dorbala S, Gropler RJ, Knuuti J, Schelbert HR, Travin MI. ASNC imaging guidelines/SNMMI procedure standard for positron emission tomography (PET) nuclear cardiology procedures. J Nucl Cardiol 2016; 23:1187-1226. [PMID: 27392702 DOI: 10.1007/s12350-016-0522-3] [Citation(s) in RCA: 432] [Impact Index Per Article: 48.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Accepted: 03/25/2016] [Indexed: 12/15/2022]
Affiliation(s)
- Vasken Dilsizian
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, South Greene Street, Rm N2W78, Baltimore, MD, 21201-1595, USA.
| | - Stephen L Bacharach
- Department of Radiology, University of California-San Francisco, San Francisco, CA, USA
| | - Rob S Beanlands
- Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Canada
| | - Steven R Bergmann
- Pat and Jim Calhoun Cardiology Center, UConn Health, Farmington, CT, USA
| | - Dominique Delbeke
- Department of Radiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Sharmila Dorbala
- Division of Nuclear Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Robert J Gropler
- Division of Nuclear Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Juhani Knuuti
- Turku PET Centre, Turku University Hospital, Turku, Finland
| | - Heinrich R Schelbert
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Mark I Travin
- Department of Radiology, Montefiore Medical Center, Bronx, NY, USA
| |
Collapse
|
26
|
Schindler TH. Myocardial blood flow: Putting it into clinical perspective. J Nucl Cardiol 2016; 23:1056-1071. [PMID: 26711100 DOI: 10.1007/s12350-015-0372-4] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 12/01/2015] [Indexed: 01/19/2023]
Abstract
In recent years, positron emission tomography/computed tomography (PET/CT)-determined myocardial perfusion in conjunction with myocardial blood flow (MBF) quantification in mL·g(-1)·min(-1) has emerged from mere research application to initial clinical use in the detection and characterization of the coronary artery disease (CAD) process. The concurrent evaluation of MBF during vasomotor stress and at rest with the resulting myocardial flow reserve (MFR = MBF during stress/MBF at rest) expands the scope of conventional myocardial perfusion imaging not only to the detection of the most advanced and culprit CAD, as evidenced by the stress-related regional myocardial perfusion defect, but also to the less severe or intermediate stenosis in patients with multivessel CAD. Due to the non-specific nature of the hyperemic MBF and MFR, the interpretation of hyperemic flow increases with PET/CT necessitates an appropriate placement in the context with microvascular function, wall motion analysis, and eventually underlying coronary morphology in CAD patients. This review aims to provide a comprehensive overview of various diagnostic scenarios of PET/CT-determined myocardial perfusion and flow quantification in the detection and characterization of clinically manifest CAD.
Collapse
Affiliation(s)
- Thomas Hellmut Schindler
- Division of Nuclear Medicine, Cardiovascular Nuclear Medicine, Department of Radiology and Radiological Science SOM, Johns Hopkins University School of Medicine, JHOC 3225, 601 N. Caroline Street, Baltimore, MD, 21287, USA.
| |
Collapse
|
27
|
Clinical use of quantitative cardiac perfusion PET: rationale, modalities and possible indications. Position paper of the Cardiovascular Committee of the European Association of Nuclear Medicine (EANM). Eur J Nucl Med Mol Imaging 2016; 43:1530-45. [PMID: 26846913 DOI: 10.1007/s00259-016-3317-5] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2016] [Accepted: 01/12/2016] [Indexed: 02/06/2023]
Abstract
Until recently, PET was regarded as a luxurious way of performing myocardial perfusion scintigraphy, with excellent image quality and diagnostic capabilities that hardly justified the additional cost and procedural effort. Quantitative perfusion PET was considered a major improvement over standard qualitative imaging, because it allows the measurement of parameters not otherwise available, but for many years its use was confined to academic and research settings. In recent years, however, several factors have contributed to the renewal of interest in quantitative perfusion PET, which has become a much more readily accessible technique due to progress in hardware and the availability of dedicated and user-friendly platforms and programs. In spite of this evolution and of the growing evidence that quantitative perfusion PET can play a role in the clinical setting, there are not yet clear indications for its clinical use. Therefore, the Cardiovascular Committee of the European Association of Nuclear Medicine, starting from the experience of its members, decided to examine the current literature on quantitative perfusion PET to (1) evaluate the rationale for its clinical use, (2) identify the main methodological requirements, (3) identify the remaining technical difficulties, (4) define the most reliable interpretation criteria, and finally (5) tentatively delineate currently acceptable and possibly appropriate clinical indications. The present position paper must be considered as a starting point aiming to promote a wider use of quantitative perfusion PET and to encourage the conception and execution of the studies needed to definitely establish its role in clinical practice.
Collapse
|
28
|
Aggarwal NR, Drozdova A, Askew JW, Kemp BJ, Chareonthaitawee P. Feasibility and diagnostic accuracy of exercise treadmill nitrogen-13 ammonia PET myocardial perfusion imaging of obese patients. J Nucl Cardiol 2015; 22:1273-80. [PMID: 25777780 DOI: 10.1007/s12350-015-0073-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2014] [Accepted: 01/04/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND Treadmill exercise nitrogen-13 ((13)N)-ammonia positron emission tomography (PET) has logistical challenges and limited literature. We aimed to assess its feasibility, image quality, and diagnostic accuracy in obese and nonobese patients. METHODS AND RESULTS Between 2009 and 2012, 10,804 patients were referred for myocardial perfusion imaging, including 300 for treadmill PET, of whom 265 were included in this study. Treadmill testing and PET were performed using standard procedures. Image quality, perfusion, and summed stress score (SSS) were assessed. Invasive coronary angiography was performed within 90 days of PET in 43 patients. Mean ± SD body mass index (BMI) was 35.7 ± 7.7 kg/m(2) (range 19.5-63.5 kg/m(2)). Feasibility of treadmill (13)N-ammonia PET was 100%. Exercise duration was less for obese patients than nonobese patients (P < .001). Image quality was rated good for 96.9% of obese and 100% of nonobese patients. For all patients, sensitivity was 86.4% and specificity was 74.4%. Diagnostic accuracy did not change significantly with increasing BMI. SSS remained significant in predicting angiographic coronary artery disease after adjustment for age, sex, and Duke treadmill score. CONCLUSIONS Treadmill (13)N-ammonia PET is highly feasible, yields good image quality, and has moderately high diagnostic accuracy in a small subset of obese and nonobese patients who are deemed able to perform treadmill exercise.
Collapse
Affiliation(s)
- Niti R Aggarwal
- Division of Cardiovascular Diseases, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
| | - Adela Drozdova
- International Clinical Research Center - Center of Molecular Imaging, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - J Wells Askew
- Division of Cardiovascular Diseases, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
| | - Bradley J Kemp
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
| | | |
Collapse
|
29
|
Validation of pixel-wise parametric mapping of myocardial blood flow with ¹³NH₃ PET in patients with hypertrophic cardiomyopathy. Eur J Nucl Med Mol Imaging 2015; 42:1581-8. [PMID: 26121929 DOI: 10.1007/s00259-015-3101-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2015] [Accepted: 05/28/2015] [Indexed: 11/27/2022]
Abstract
PURPOSE Transmural abnormalities in myocardial blood flow (MBF) are important causes of ischaemia in patients with left ventricular (LV) hypertrophy. The study aimed to test whether pixel-wise parametric mapping of (13)NH3 MBF can reveal transmural abnormalities in patients with hypertrophic cardiomyopathy (HCM). METHODS We submitted 11 HCM patients and 9 age-matched controls with physiological LV hypertrophy to rest and stress (dipyridamole) (13)NH3 PET. We measured MBF using a compartmental model, and obtained rest and stress parametric maps. Pixel MBF values were reorganized to obtain subendocardial and subepicardial MBF of LV segments. RESULTS MBF at rest was higher in the subendocardial than in the subepicardial layer: 0.78 ± 0.19 vs. 0.60 ± 0.18 mL/min/g in HCM patients; 0.92 ± 0.24 vs. 0.75 ± 0.24 mL/min/g in controls (both p < 0.0001). Transmural perfusion gradient (TPG = subendocardial MBF/subepicardial MBF) at rest was similar: 1.35 ± 0.31 in HCM patients; 1.28 ± 0.27 in controls (NS). During stress, controls maintained higher subendocardial MBF: 2.44 ± 0.54 vs. 1.96 ± 0.67 mL/min/g tissue (p < 0.0001), with a TPG of 1.33 ± 0.35 (NS vs. rest). In HCM patients, the difference between subendocardial and subepicardial MBF was reduced (1.46 ± 0.48 vs. 1.36 ± 0.48 mL/min/g tissue, p < 0.01) and TPG decreased to 1.11 ± 0.34 (p < 0.0001 vs. rest and vs. controls). In HCM patients 8 of 176 segments had subendocardial MBF less than -2 × SD of the mean, versus none of 144 segments in controls (p < 0.01). CONCLUSION Pixel-wise parametric mapping of (13)NH3 MBF enables the identification of transmural abnormalities in patients with HCM.
Collapse
|
30
|
Abstract
PET myocardial perfusion imaging (MPI) is increasingly being used for noninvasive detection and evaluation of coronary artery disease. However, the widespread use of PET MPI has been limited by the shortcomings of the current PET perfusion tracers. The availability of these tracers is limited by the need for an onsite ((15)O water and (13)N ammonia) or nearby ((13)N ammonia) cyclotron or commitment to costly generators ((82)Rb). Owing to the short half-lives, such as 76 seconds for (82)Rb, 2.06 minutes for (15)O water, and 9.96 minutes for (13)N ammonia, their use in conjunction with treadmill exercise stress testing is either not possible ((82)Rb and (15)O water) or not practical ((13)N ammonia). Furthermore, the long positron range of (82)Rb makes image resolution suboptimal and its low myocardial extraction limits its defect resolution. In recent years, development of an (18)F-labeled PET perfusion tracer has gathered considerable interest. The longer half-life of (18)F (109 minutes) would make the tracer available as a unit dose from regional cyclotrons and allow use in conjunction with treadmill exercise testing. Furthermore, the short positron range of (18)F would result in better image resolution. Flurpiridaz F 18 is by far the most thoroughly studied in animal models and is the only (18)F-based PET MPI radiotracer currently undergoing clinical evaluation. Preclinical and clinical experience with Flurpiridaz F 18 demonstrated a high myocardial extraction fraction, high image and defect resolution, high myocardial uptake, slow myocardial clearance, and high myocardial-to-background contrast that was stable over time-important properties of an ideal PET MPI radiotracer. Preclinical data from other (18)F-labeled myocardial perfusion tracers are encouraging.
Collapse
Affiliation(s)
- Jamshid Maddahi
- Division of Cardiology, Department of Medicine, University of California at Los Angeles (UCLA) School of Medicine, Los Angeles, CA; Division of Nuclear Medicine, Department of Molecular and Medical Pharmacology, UCLA School of Medicine, Los Angeles, CA.
| | - René R S Packard
- Division of Cardiology, Department of Medicine, University of California at Los Angeles (UCLA) School of Medicine, Los Angeles, CA
| |
Collapse
|
31
|
Sunderland JJ, Pan XB, Declerck J, Menda Y. Dependency of cardiac rubidium-82 imaging quantitative measures on age, gender, vascular territory, and software in a cardiovascular normal population. J Nucl Cardiol 2015; 22:72-84. [PMID: 25294436 DOI: 10.1007/s12350-014-9920-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2014] [Accepted: 05/13/2014] [Indexed: 12/14/2022]
Abstract
OBJECTIVES Recent technological improvements to PET imaging equipment combined with the availability of software optimized to calculate regional myocardial blood flow (MBF) and myocardial flow reserve (MFR) create a paradigm shifting opportunity to provide new clinically relevant quantitative information to cardiologists. However, clinical interpretation of the MBF and MFR is entirely dependent upon knowledge of MBF and MFR values in normal populations and subpopulations. This work reports Rb-82-based MBF and MFR measurements for a series of 49 verified cardiovascularly normal subjects as a preliminary baseline for future clinical studies. METHODS Forty-nine subjects (24F/25M, ages 41-69) with low probability for coronary artery disease and with normal exercise stress test were included. These subjects underwent rest/dipyridamole stress Rb-82 myocardial perfusion imaging using standard clinical techniques (40 mCi injection, 6-minute acquisition) using a Siemens Biograph 40 PET/CT scanner with high count rate detector option. List mode data was rehistogrammed into 26 dynamic frames (12 × 5 seconds, 6 × 10 seconds, 4 × 20 seconds, 4 × 40 seconds). Cardiac images were processed, and MBF and MFR calculated using Siemens syngo MBF, PMOD, and FlowQuant software using a single compartment Rb-82 model. RESULTS Global myocardial blood flow under pharmacological stress for the 24 females as measured by PMOD, syngo MBF, and FlowQuant were 3.10 ± 0.72, 2.80 ± 0.66, and 2.60 ± 0.63 mL·minute(-1)·g(-1), and for the 25 males was 2.60 ± 0.84, 2.33 ± 0.75, 2.15 ± 0.62 mL·minute(-1)·g(-1), respectively. Rest flows for PMOD, syngo MBF, and FlowQuant averaged 1.32 ± 0.42, 1.20 ± 0.33, and 1.06 ± 0.38 mL·minute(-1)·g(-1) for the female subjects, and 1.12 ± 0.29, 0.90 ± 0.26, and 0.85 ± 0.24 mL·minute(-1)·g(-1) for the males. Myocardial flow reserves for PMOD, syngo MBF, and FlowQuant for the female normals were calculated to be 2.50 ± 0.80, 2.53 ± 0.67, 2.71 ± 0.90, and 2.50 ± 1.19, 2.85 ± 1.19, 2.94 ± 1.31 mL·minute(-1)·g(-1) for males. CONCLUSION Quantitative normal MBF and MFR values averaged for age and sex have been compiled for three commercial pharmacokinetic software packages. The current collection of data consisting of 49 subjects resulted in several statistically significant conclusions that support the need for a software specific, age, and sex-matched database to aid in interpretation of quantitative clinical myocardial perfusion studies.
Collapse
Affiliation(s)
- John J Sunderland
- Department of Radiology, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA.
| | | | | | | |
Collapse
|
32
|
Hauser M, Meierhofer C, Schwaiger M, Vogt M, Kaemmerer H, Kuehn A. Myocardial Blood Flow in Patients With Transposition of the Great Arteries. Circ J 2015; 79:425-31. [DOI: 10.1253/circj.cj-14-0716] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Michael Hauser
- Department of Pediatric Cardiology and Congenital Heart Disease, German Heart Center
| | - Christian Meierhofer
- Department of Pediatric Cardiology and Congenital Heart Disease, German Heart Center
| | | | - Manfred Vogt
- Department of Pediatric Cardiology and Congenital Heart Disease, German Heart Center
| | - Harald Kaemmerer
- Department of Pediatric Cardiology and Congenital Heart Disease, German Heart Center
| | - Andreas Kuehn
- Department of Pediatric Cardiology and Congenital Heart Disease, German Heart Center
| |
Collapse
|
33
|
Camici PG, Rimoldi OE. Coronary microvascular dysfunction and flow reserve: an update. Clin Transl Imaging 2013. [DOI: 10.1007/s40336-013-0037-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
34
|
Mateos-Pérez JM, García-Villalba C, Pascau J, Desco M, Vaquero JJ. jClustering, an open framework for the development of 4D clustering algorithms. PLoS One 2013; 8:e70797. [PMID: 23990913 PMCID: PMC3750055 DOI: 10.1371/journal.pone.0070797] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2013] [Accepted: 06/24/2013] [Indexed: 11/18/2022] Open
Abstract
We present jClustering, an open framework for the design of clustering algorithms in dynamic medical imaging. We developed this tool because of the difficulty involved in manually segmenting dynamic PET images and the lack of availability of source code for published segmentation algorithms. Providing an easily extensible open tool encourages publication of source code to facilitate the process of comparing algorithms and provide interested third parties with the opportunity to review code. The internal structure of the framework allows an external developer to implement new algorithms easily and quickly, focusing only on the particulars of the method being implemented and not on image data handling and preprocessing. This tool has been coded in Java and is presented as an ImageJ plugin in order to take advantage of all the functionalities offered by this imaging analysis platform. Both binary packages and source code have been published, the latter under a free software license (GNU General Public License) to allow modification if necessary.
Collapse
Affiliation(s)
- José María Mateos-Pérez
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
- * E-mail:
| | | | - Javier Pascau
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
- Departamento de Bioingeniería e Ingeniería Aeroespacial, Universidad Carlos III de Madrid, Madrid, Spain
| | - Manuel Desco
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Departamento de Bioingeniería e Ingeniería Aeroespacial, Universidad Carlos III de Madrid, Madrid, Spain
| | - Juan J. Vaquero
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Departamento de Bioingeniería e Ingeniería Aeroespacial, Universidad Carlos III de Madrid, Madrid, Spain
| |
Collapse
|
35
|
Renaud JM, DaSilva JN, Beanlands RSB, DeKemp RA. Characterizing the normal range of myocardial blood flow with ⁸²rubidium and ¹³N-ammonia PET imaging. J Nucl Cardiol 2013; 20:578-91. [PMID: 23657833 DOI: 10.1007/s12350-013-9721-3] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2012] [Accepted: 04/08/2013] [Indexed: 11/28/2022]
Abstract
BACKGROUND Diagnosis of coronary disease and microvascular dysfunction may be improved by comparing myocardial perfusion scans with a database defining the lower limit of normal myocardial blood flow and flow reserve (MFR). To maximize disease detection sensitivity, a small normal range is desirable. Both (13)N-ammonia and (82)Rb tracers are used to quantify blood flow and MFR using positron emission tomography (PET). The goal of this study was to investigate the trade-off between noise and accuracy in both (82)Rb and (13)N-ammonia normal databases formed using a net retention model. METHODS Fourteen subjects with <5% risk of CAD underwent rest and stress (82)Rb and (13)N-ammonia dynamic PET imaging in a randomized order within 2 weeks. Myocardial blood flow was quantified using a one-compartment model for (82)Rb, and a two-compartment model for (13)N-ammonia. A simplified model was used to estimate tracer retention, with tracer-specific net extraction functions derived to obtain flow estimates. RESULTS Normal variability of retention reserve was equivalent for both tracers (±15% globally, ±16% regionally) and was lower in comparison to compartment model results (P < .05). The two-compartment model for (13)N-ammonia had the smallest normal range of global blood flow resulting in a lower limit of normal MFR = 2.2 (mean - 2 SD). CONCLUSION These results suggest that the retention model may have higher sensitivity for detection and localization of abnormal flow and MFR using (82)Rb and (13)N-ammonia, whereas the (13)N-ammonia two-compartment model has higher precision for absolute flow quantification.
Collapse
Affiliation(s)
- Jennifer M Renaud
- Department of Physics, University of Ottawa-Carleton University Institute of Physics, Ottawa, ON, Canada.
| | | | | | | |
Collapse
|
36
|
Dilsizian V, Taillefer R. Journey in evolution of nuclear cardiology: will there be another quantum leap with the F-18-labeled myocardial perfusion tracers? JACC Cardiovasc Imaging 2013; 5:1269-84. [PMID: 23236979 DOI: 10.1016/j.jcmg.2012.10.006] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2012] [Revised: 10/02/2012] [Accepted: 04/24/2012] [Indexed: 11/26/2022]
Abstract
The field of nuclear cardiac imaging has evolved from being rather subjective, more "art than a science," to a more objective, digital-based quantitative technique, providing insight into the physiological processes of cardiovascular disorders and predicting patient outcome. In a mere 4 decades of its clinical use, the technology used to image myocardial perfusion has made quantum leaps from planar to single-photon emission computed tomography (SPECT) and now to a more contemporary rapid SPECT, positron emission tomography (PET), and hybrid SPECT-computed tomography (CT) and PET-CT techniques. Meanwhile, radiotracers have flourished from potassium-43 and red blood cell-tagged blood pool imaging to thallium-201 and technetium-99m-labeled SPECT perfusion tracers along with rubidium-82, ammonia N-13, and more recently F-18 fluorine-labeled PET perfusion tracers. Concurrent with this expansion is the introduction of new quantitative methods and software for image processing, evaluation, and data interpretation. Technical advances, particularly in obtaining quantitative data, have led to a better understanding of the physiological mechanisms underlying cardiovascular diseases beyond discrete epicardial coronary artery disease to coronary vasomotor function in the early stages of the development of coronary atherosclerosis, hypertrophic cardiomyopathy, and dilated nonischemic cardiomyopathy. Progress in the areas of molecular and hybrid imaging are equally important areas of growth in nuclear cardiology. However, this paper focuses on the past and future of nuclear myocardial perfusion imaging and particularly perfusion tracers.
Collapse
Affiliation(s)
- Vasken Dilsizian
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland 21201-1595, USA.
| | | |
Collapse
|
37
|
Du Y, Madar I, Stumpf MJ, Rong X, Fung GSK, Frey EC. Compensation for spill-in and spill-out partial volume effects in cardiac PET imaging. J Nucl Cardiol 2013; 20:84-98. [PMID: 23151753 DOI: 10.1007/s12350-012-9649-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2011] [Accepted: 10/22/2012] [Indexed: 10/27/2022]
Abstract
BACKGROUND Partial volume effects (PVEs) in PET imaging result in incorrect regional activity estimates due to both spill-out and spill-in from activity in neighboring regions. It is important to compensate for both effects to achieve accurate quantification. In this study, an image-based partial volume compensation (PVC) method was developed and validated for cardiac PET. METHODS AND RESULTS The method uses volume-of-interest (VOI) maps segmented from contrast-enhanced CTA images to compensate for both spill-in and spill-out in each VOI. The PVC method was validated with simulation studies and also applied to images of dog cardiac perfusion PET data. The PV effects resulting from cardiac motion and myocardial uptake defects were investigated and the efficacy of the proposed PVC method in compensating for these effects was evaluated. RESULTS Results indicate that the magnitude and the direction of PVEs in cardiac imaging change over time. This affects the accuracy of activity distributions estimates obtained during dynamic studies. The defect regions have different PVEs as compared to the normal myocardium. Cardiac motion contributes around 10% to the PVEs. PVC effectively removed both spill-in and spill-out in cardiac imaging. CONCLUSIONS PVC improved left ventricular wall uniformity and quantitative accuracy. The best strategy for PVC was to compensate for the PVEs in each cardiac phase independently and treat severe uptake defects as independent regions from the normal myocardium.
Collapse
Affiliation(s)
- Yong Du
- The Russell H. Morgan Department of Radiology and Radiological Sciences, School of Medicine, Johns Hopkins University, 601 N Caroline St, JHOC 4263, Baltimore, MD 21287, USA.
| | | | | | | | | | | |
Collapse
|
38
|
Alessio AM, Bassingthwaighte JB, Glenny R, Caldwell JH. Validation of an axially distributed model for quantification of myocardial blood flow using ¹³N-ammonia PET. J Nucl Cardiol 2013; 20:64-75. [PMID: 23081762 PMCID: PMC4165648 DOI: 10.1007/s12350-012-9632-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2012] [Accepted: 09/27/2012] [Indexed: 11/29/2022]
Abstract
BACKGROUND Estimation of myocardial blood flow (MBF) with cardiac PET is often performed with conventional compartmental models. In this study, we developed and evaluated a physiologically and anatomically realistic axially distributed model. Unlike compartmental models, this axially distributed approach models both the temporal and the spatial gradients in uptake and retention along the capillary. METHODS We validated PET-derived flow estimates with microsphere studies in 19 (9 rest, 10 stress) studies in five dogs. The radiotracer, (13)N-ammonia, was injected intravenously while microspheres were administered into the left atrium. A regional reduction in hyperemic flow was forced by an external occluder in five of the stress studies. The flow estimates from the axially distributed model were compared with estimates from conventional compartmental models. RESULTS The mean difference between microspheres and the axially distributed blood flow estimates in each of the 17 segments was 0.03 mL/g/minute (95% CI [-0.05, 0.11]). The blood flow estimates were highly correlated with each regional microsphere value for the axially distributed model (y = 0.98x + 0.06 mL/g/minute; r = 0.74; P < .001), for the two-compartment (y = 0.64x + 0.34; r = 0.74; P < .001), and for three-compartment model (y = 0.69x + 0.54; r = 0.74; P < .001). The variance of the error of the estimates is higher with the axially distributed model than the compartmental models (1.7 [1.3, 2.1] times higher). CONCLUSION The proposed axially distributed model provided accurate regional estimates of MBF. The axially distributed model estimated blood flow with more accuracy, but less precision, than the evaluated compartmental models.
Collapse
Affiliation(s)
- Adam M Alessio
- Department of Radiology, University of Washington, 4000 15th Ave NE, PO Box 357987, Seattle, WA 98195-6004, USA.
| | | | | | | |
Collapse
|
39
|
|
40
|
Lanza GA, Camici PG, Galiuto L, Niccoli G, Pizzi C, Di Monaco A, Sestito A, Novo S, Piscione F, Tritto I, Ambrosio G, Bugiardini R, Crea F, Marzilli M. Methods to investigate coronary microvascular function in clinical practice. J Cardiovasc Med (Hagerstown) 2013; 14:1-18. [DOI: 10.2459/jcm.0b013e328351680f] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
|
41
|
Sciagrà R. Quantitative cardiac positron emission tomography: the time is coming! SCIENTIFICA 2012; 2012:948653. [PMID: 24278760 PMCID: PMC3820449 DOI: 10.6064/2012/948653] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2012] [Accepted: 08/14/2012] [Indexed: 06/02/2023]
Abstract
In the last 20 years, the use of positron emission tomography (PET) has grown dramatically because of its oncological applications, and PET facilities are now easily accessible. At the same time, various groups have explored the specific advantages of PET in heart disease and demonstrated the major diagnostic and prognostic role of quantitation in cardiac PET. Nowadays, different approaches for the measurement of myocardial blood flow (MBF) have been developed and implemented in user-friendly programs. There is large evidence that MBF at rest and under stress together with the calculation of coronary flow reserve are able to improve the detection and prognostication of coronary artery disease. Moreover, quantitative PET makes possible to assess the presence of microvascular dysfunction, which is involved in various cardiac diseases, including the early stages of coronary atherosclerosis, hypertrophic and dilated cardiomyopathy, and hypertensive heart disease. Therefore, it is probably time to consider the routine use of quantitative cardiac PET and to work for defining its place in the clinical scenario of modern cardiology.
Collapse
Affiliation(s)
- Roberto Sciagrà
- Department of Clinical Physiopathology, Nuclear Medicine Unit, University of Florence, Largo Brambilla 3, 50134 Florence, Italy
| |
Collapse
|
42
|
The coronary circulation and blood flow in left ventricular hypertrophy. J Mol Cell Cardiol 2012; 52:857-64. [DOI: 10.1016/j.yjmcc.2011.08.028] [Citation(s) in RCA: 119] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2011] [Revised: 07/28/2011] [Accepted: 08/29/2011] [Indexed: 12/17/2022]
|
43
|
Hasbak P, Kjær A, Skovgaard D, Bang LE, Grande P, Holmvang L. Preserved myocardial blood flow in the apical region involved in takotsubo cardiomyopathy by quantitative cardiac PET assessment. J Nucl Cardiol 2012; 19:169-71. [PMID: 21892770 DOI: 10.1007/s12350-011-9451-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Philip Hasbak
- Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, University Hospital of Copenhagen, Blegdamsvej 9, 2100 Copenhagen Ø, Denmark.
| | | | | | | | | | | |
Collapse
|
44
|
Takalkar A, Agarwal A, Adams S, Alavi A, Torigian DA. Cardiac Assessment with PET. PET Clin 2011; 6:313-26. [DOI: 10.1016/j.cpet.2011.05.002] [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]
|
45
|
The in-situ pig heart with regional ischemia/reperfusion — Ready for translation. J Mol Cell Cardiol 2011; 50:951-63. [DOI: 10.1016/j.yjmcc.2011.02.016] [Citation(s) in RCA: 89] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2011] [Revised: 02/22/2011] [Accepted: 02/23/2011] [Indexed: 11/18/2022]
|
46
|
Ghosh N, Rimoldi OE, Beanlands RSB, Camici PG. Assessment of myocardial ischaemia and viability: role of positron emission tomography. Eur Heart J 2010; 31:2984-95. [PMID: 20965888 DOI: 10.1093/eurheartj/ehq361] [Citation(s) in RCA: 85] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
In developed countries, coronary artery disease (CAD) continues to be a major cause of death and disability. Over the past two decades, positron emission tomography (PET) imaging has become more widely accessible for the management of ischemic heart disease. Positron emission tomography has also emerged as an important alternative perfusion imaging modality in the context of recent shortages of molybdenum-99/technetium-99m ((99m)Tc). The clinical application of PET in ischaemic heart disease falls into two main categories: first, it is a well-established modality for evaluation of myocardial blood flow (MBF); second, it enables assessment of myocardial metabolism and viability in patients with ischaemic left ventricular dysfunction. The combined study of MBF and metabolism by PET has led to a better understanding of the pathophysiology of ischaemic heart disease. While there are potential future applications of PET for plaque and molecular imaging, as well as some clinical use in inflammatory conditions, this article provides an overview of the physical and biological principles behind PET imaging and its main clinical applications in cardiology, namely the assessment of MBF and metabolism.
Collapse
Affiliation(s)
- Nina Ghosh
- National Cardiac PET Centre, Division of Cardiology and the Molecular Function and Imaging Program, University of Ottawa Heart Institute, Ottawa, ONT, Canada
| | | | | | | |
Collapse
|
47
|
Affiliation(s)
- Heinrich R Schelbert
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, University of California at Los Angeles, B2-085J CHS, 650 Charles E. Young Drive South, Los Angeles, CA 90095, USA.
| |
Collapse
|
48
|
Ho KT, Chua KC, Klotz E, Panknin C. Stress and Rest Dynamic Myocardial Perfusion Imaging by Evaluation of Complete Time-Attenuation Curves With Dual-Source CT. JACC Cardiovasc Imaging 2010; 3:811-20. [PMID: 20705260 DOI: 10.1016/j.jcmg.2010.05.009] [Citation(s) in RCA: 166] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2010] [Revised: 05/10/2010] [Accepted: 05/17/2010] [Indexed: 11/16/2022]
Affiliation(s)
- Kheng-Thye Ho
- Department of Cardiology, Tan Tock Seng Hospital, Singapore.
| | | | | | | |
Collapse
|
49
|
Patel B, Fisher M. Therapeutic advances in myocardial microvascular resistance: Unravelling the enigma. Pharmacol Ther 2010; 127:131-47. [DOI: 10.1016/j.pharmthera.2010.04.014] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2010] [Accepted: 04/28/2010] [Indexed: 02/02/2023]
|
50
|
Al-Mallah MH, Sitek A, Moore SC, Di Carli M, Dorbala S. Assessment of myocardial perfusion and function with PET and PET/CT. J Nucl Cardiol 2010; 17:498-513. [PMID: 20379862 PMCID: PMC2871404 DOI: 10.1007/s12350-010-9223-5] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
|