Emerging role of PET in nuclear cardiology. Dr. Erick Alexánderson. Rosas

Size: px
Start display at page:

Download "Emerging role of PET in nuclear cardiology. Dr. Erick Alexánderson. Rosas"

Transcription

1 Emerging role of PET in nuclear cardiology Dr. Erick Alexánderson Rosas

2 PET principles e + e - 180

3 PET/CT Cyclotron Unit UNAM Cyclotron Radiopharmacy PET Camera

4 CT PET

5 PET CT Perfusion Anatomic evaluation of coronary atherosclerosis Diagnosis Prognosis Follow-up

6 Complementary Role of CT and myocardial perfusion imaging CT Anatomic evaluation of atherosclerosis Detection Stadification Ischemia localization Treatment follow-up Myocardial perfusion Functional evaluation of atherosclerosis Asymptomatic Chronic ischemia Endothelial damage Atherosclerosis Atherotrombosis Myocardial damage Endothelial dysfunction ACS C.H.F..

7 PET/CT applications in Cardiology Myocardial perfusion Coronary Angiotomography Cardiac function Oxidative metabolism Myocardial viability Coronary blood flow quantification Endothelial dysfunction Plaque inflammation

8 PET/CT applications in Cardiology Myocardial perfusion Coronary Angiotomography ISCHEMIA Cardiac function Oxidative metabolism NORMAL Myocardial viability Coronary blood flow quantification INFARCTION Endothelial dysfunction Plaque inflammation

9 Myocardial Perfusion Possitron emitting Tracers 82 Rubidium 15 O-Water 11 C-Acetate 13 N-Ammonia Alexanderson E. Arch Cardiol Mex 2005; 75:13-22.

10 Ammonia PET

11 Ammonia PET

12 PET/CT applications in Cardiology Myocardial perfusion Coronary Angiotomography Cardiac function Oxidative metabolism Myocardial viability Coronary blood flow quantification Endothelial dysfunction Plaque inflammation

13

14

15 Calcified Plaque Non-Calcified Plaque

16 Advanced characterization of the coronary plaque: the value of PET Fibrous tissue Fat Calcium Inflammation FDG-PET

17

18

19

20 PET/CT applications in Cardiology Myocardial perfusion Coronary Angiotomography Hybrid imaging Cardiac function Oxidative metabolism Myocardial viability Coronary blood flow quantification Plaque inflammation

21 FUNCTIONAL IMPACT OF CORONARY ESTHENOSIS OBSERVED WITH CT: THE ROLE OF CT AND 13N- AMMONIA PET 29 patients with the suspicion of CAD were studied with PET Coronary Anatomy and Stenosis were evaluated with CT Stenosis: any reduction in the lumen diameter; it was considered as significative when the reduction was bigger than 50%

22 Results + Coronary CT - Coronary CT + PET PET 1 3 Sensitivity 95.8% Specificity 60% PPV 92% NPV 75% Accuracy 90% p < 0.001

23 Results

24 Results Significative stenosis (>50%) Non-significative stenosis (<50%) Mild ischemia 5 Moderate ischemia 1 Severe ischemia 9 n = 15 Non-ischemic 1 Mild ischemia 4 Moderate ischemia 4 Severe ischemia 0 n = 9 Correlation between coronary stenosis and the severity of ischemia

25 Normal CT Normal CT n=9 n=9 Normal Normal PET/SPECT PET/SPECT n=6 n=6 Abnormal Abnormal PET/SPECT PET/SPECT n=3 n=3 Normal Normal Angiography Angiography n=9 n=9 Non Non-obstructive obstructive CT CT n=16 n=16 Normal Normal PET/SPECT PET/SPECT n=6 n=6 Abnormal Abnormal PET/SPECT PET/SPECT n=10 n=10 Non Non-obstructive obstructive angiography angiography n=16 n=16 Obstructive Obstructive CT CT n=33 n=33 Normal Normal PET/SPECT PET/SPECT n=14 n=14 Abnormal Abnormal PET/SPECT PET/SPECT n=19 n=19 Non Non-obstructive obstructive angiography angiography n=3 n=3 Obstructive Obstructive Angiography Angiography n=11 n=11 Non Non-obstructive obstructive Angiography Angiography n=3 n=3 Obstructive Obstructive Angiography Angiography n=16 n=16 JACC 2006;48(12):

26 Why don t they always match? The coronary stenosis percentage is just one of the factors that interact in coronary resistance; it is not sufficient to determine the plaque s hemodynamic significance. It is difficult to estimate the stenosis degree in soft or very calcified plaques Balanced ischemia Non-Coronary causes of myocardial lesions Coronary Anomalies Ectasia Coronary Aneurysms There may be coronary lesions without ischemia There may be ischemia without coronary lesions Dorbala et al. JACC 2006: 48: Di carli et al. J Nucl Cardiol 2006;13:139-44

27 PET/CT applications in Myocardial perfusion Cardiology Coronary Angiotomography Cardiac function Oxidative metabolism Myocardial viability LVEF 62 % Coronary blood flow quantification Endothelial dysfunction Plaque inflammation LVEF 23 %

28 GATED PET Stress LVEF 73% Rest LVEF 69% NORMAL

29 Gated PET

30 Gated PET

31 LVEF Rest-Stress Non-ischemic n = 5, p < ,00% 70 ± 7.1% 70,00% 68,00% 66,00% 64.6 ± 7.5% 64,00% 62,00% 60,00% Rest Stress Alexánderson E. Presentado en ICNC 8, Praga 2007

32 LVEF Rest-Stress Ischemic 57,00% 56.9 ± 5% n = 12, p < ,00% 53,00% 51,00% 49.8 ± 8.1% 49,00% 47,00% Rest Stress Alexánderson E. Presentado en ICNC 8, Praga 2007

33 LVEF and Magnitude of affected myocardium LVEF Reserve(%) LVEF Reserve (%) Scar Rev Mild-mod Rev Severe CAD 0 vessels CAD 1 vessel CAD 2 vessels CAD 3 vessels ortci Results PET Rb 82 Disease extension with Angiography Dorbala et al. J Nucl Med 2007;48

34 PET/CT applications in Myocardial perfusion Cardiology Coronary Angiotomography Cardiac function Coronary blood flow quantification Endothelial dysfunction Oxidative metabolism Myocardial viability Plaque inflammation

35 Myocardial blood flow quantification Early detection of coronary artery disease Precise diagnosis of ischemia Physiological impact of stenosis Campisi R, Di Carli M: J Nucl Cardiol 2004:11:3-11.

36 Stress Rest

37 Myocardial blood flow Determination of myocardial blood flow. 17 healthy controls quantification 13 patients with CAD previously diagnosed with PCI. 13N-Ammonia myocardial perfusion imaging Quantification of coronary blood flow. Comparison with cardiac catheterism.

38 Coronary flow quantification Improves the diagnosis of CAD. ml/m in/g 1,8 1,6 1,4 1,2 1 0,8 0,6 0,4 0,2 0 0,54 0,5 BCF 1,74 1,1 SCF ,55 RFC CFR 2,38 Healthy Ischemic Healthy Ischemic Unidad PET-Ciclotrón, UNAM, México

39 Relationship between coronary flow and coronary stenosis Stress cronary flow Less than 50% 50% to 70% 70% to 90% 90% to 100% Coronary stenosis percentage

40 Relationship between coronary stenosis and coronary vasodilation reserve Coronary vasodilation reserve Stenosis percentage

41 Myocardial blood flow quantification Detection of endothelial dysfunction DM: CFR Systemic Hypertension: EDVI Anti-phosfolipid syndrome: EDVI Normal perfusion Patients follow-up Vascular disease might be ruled-out

42 PET/CT applications in Myocardial perfusion Cardiology Coronary Angiotomography Cardiac function Ammonia 18-FDG Coronary blood flow quantification Discordant Endothelial dysfunction Oxidative metabolism Concordant Myocardial viability Plaque inflammation

43 The goal of viability imaging Identify patients with a bad cardiac function in which revascularization might improve: Left ventricular function Symptoms Survival

44 PET viability Criteria Ammonia 18-FDG DISCORDANT CONCORDANT Circulation 1983; 67:

45 Diagnostic accuracy of viability tests evaluated with PET Modificado de Bax et al. Curr Probl Cardiol 2001

46 18 F-FDG 13 N-ammonia 18 F-FDG 13 N-ammonia 18 F-FDG 13 N-ammonia

47

48 18FDG 13N Ammonia Viability

49 Long-term prognosis of patients with left ventricular dysfunction and viability evaluated with PET and recieved therapy With Mismatch Without Mismatch Probabilidad de sobrevivir Revascularization Medical Probabilidad de sobrevivir Revascularization Medical Time (months) Time (months) Di Carli et al. JTCVS 1998

50 Risk of suffering a MACE in patients with evidence of viability demonstrated with PET treated with revascularization or medical therapy n= 634 patients Relative risk and CI 95% Di Carli. J Nucl Cardiol 2002

51 Mortality rate in patients with or without viability treated with revascularization or medical therapy Allman et al. JACC 2002

52 PET/CT applications in Myocardial perfusion Cardiology Coronary Angiotomography Cardiac function Coronary blood flow quantification Endothelial dysfunction Oxidative metabolism Myocardial viability Plaque inflammation

53 Atherosclerotic plaque inflammation Evidence of FDG uptake in the carotid arteries. Arauz A, Alexánderson E. Clin Neurology and Neurosurgery 2007, 109:409-12

54 Atherosclerotic plaque inflammation Arauz A, Alexánderson E. Clin Neurology and Neurosurgery 2007, 109:409-12

55 Atherosclerotic plaque inflammation Evidence of FDG uptake in the aorta

56 Alexanderson E, et al. J Nucl Cardiol 2008

57 PET/CT applications in Myocardial perfusion Cardiology Coronary Angiotomography Cardiac function Coronary blood flow quantification Endothelial dysfunction Myocardial viability Plaque inflammation Molecular imaging

58 Molecular Imaging 11 C Palmitato IPPA BMIPP AGL K+ 201 Tl+ 82 Rb+ Misonidazole 18 FDG ATP ATP ADP Glucosa Glucógeno ADP Na+ [O 2 ] 11 C-CGP Glucosa-6-P AGL-CoA Depósitos de lípidos ATP Glucólisis β oxidación Adenosina Piruvato Krebs Fosforilación oxidativa 11 C-HED 18 F Dopamina 18 F NE Lactato 11 C-Acetato 15 O 2 11 C-Homocisteína

59 CONCLUSIONS Innovative Non-invasive. Anatomic and functional information of the heart (coronary and cardiac anatomy, calcification and characterisation of the plaque, myocardial perfusion and ventricular function) Still pending to determine the diagnostic and prognostic value of this imaging technique Which patients obtain a benefit with both techniques? Is there a testing sequence? Is there an improvement in the patient management? The big radiation dose and the costs make of the PET/CT an inappropiate technique for check-ups The combination of perfusion imaging and CT is the best available method to predict cardiovascular outcomes.

Current Tracers. João V. Vitola, MD, PhD. Cardiologist and Nuclear Medicine Physician Quanta Diagnostico Nuclear Curitiba - Brazil

Current Tracers. João V. Vitola, MD, PhD. Cardiologist and Nuclear Medicine Physician Quanta Diagnostico Nuclear Curitiba - Brazil Current Tracers João V. Vitola, MD, PhD Cardiologist and Nuclear Medicine Physician Quanta Diagnostico Nuclear Curitiba - Brazil SPECT - Tracer Characteristics TC-99m tracers and protocols One or two day

More information

Myocardial blood flow PET evaluation and quantification. Dr. Erick Alexánderson. Rosas

Myocardial blood flow PET evaluation and quantification. Dr. Erick Alexánderson. Rosas Myocardial blood flow PET evaluation and quantification Dr. Erick Alexánderson Rosas Clinical case 62 year old female patient with a history of DM2 and chronic systemic hypertension She complains of progressive

More information

Use of Nuclear Cardiology in Myocardial Viability Assessment and Introduction to PET and PET/CT for Advanced Users

Use of Nuclear Cardiology in Myocardial Viability Assessment and Introduction to PET and PET/CT for Advanced Users Use of Nuclear Cardiology in Myocardial Viability Assessment and Introduction to PET and PET/CT for Advanced Users February 1 5, 2011 University of Santo Tomas Hospital Angelo King A-V Auditorium Manila,

More information

Cardiac Imaging Tests

Cardiac Imaging Tests Cardiac Imaging Tests http://www.medpagetoday.com/upload/2010/11/15/23347.jpg Standard imaging tests include echocardiography, chest x-ray, CT, MRI, and various radionuclide techniques. Standard CT and

More information

SPECT CT Current Status and Future Direction Nuclear Cardiology

SPECT CT Current Status and Future Direction Nuclear Cardiology SPECT CT Current Status and Future Direction Nuclear Cardiology BIR London 25 th February 2013 Nik Sabharwal Consultant Cardiologist Oxford Heart Centre nikant.sabharwal@ouh.nhs.uk No conflict of interest

More information

PET myocard perfusion & viability Riemer Slart

PET myocard perfusion & viability Riemer Slart PET myocard perfusion & viability Riemer Slart Nuclear Medicine Physician Dept. of Nuclear Medicine and Molecular Imaging University Medical Center Groningen, the Netherlands Professor in Molecular Imaging,

More information

Myocardial Perfusion: Positron Emission Tomography

Myocardial Perfusion: Positron Emission Tomography Myocardial Perfusion: Positron Emission Tomography TH. Schindler, MD University Hospitals of Geneva, Cardiovascular Center, Geneva, Switzerland ESC 2010 Stockholm Personal Disclosure Research Grant support

More information

Cardiac Imaging. Kimberly Delcour, DO, FACC. Mahi Ashwath, MD, FACC, FASE. Director, Cardiac CT. Director, Cardiac MRI

Cardiac Imaging. Kimberly Delcour, DO, FACC. Mahi Ashwath, MD, FACC, FASE. Director, Cardiac CT. Director, Cardiac MRI Cardiac Imaging Kimberly Delcour, DO, FACC Director, Cardiac CT Mahi Ashwath, MD, FACC, FASE Director, Cardiac MRI Cardiac Imaging Discuss the clinical applications of and indications for: Cardiac CT Nuclear

More information

Pearls & Pitfalls in nuclear cardiology

Pearls & Pitfalls in nuclear cardiology Pearls & Pitfalls in nuclear cardiology Maythinee Chantadisai, MD., NM physician Division of Nuclear Medicine, Department of radiology, KCMH Principle of myocardial perfusion imaging (MPI) Radiotracer

More information

1. LV function and remodeling. 2. Contribution of myocardial ischemia due to CAD, and

1. LV function and remodeling. 2. Contribution of myocardial ischemia due to CAD, and 1 The clinical syndrome of heart failure in adults is commonly associated with the etiologies of ischemic and non-ischemic dilated cardiomyopathy, hypertrophic cardiomyopathy, hypertensive heart disease,

More information

CARDIAC PET PERFUSION IMAGING with RUBIDIUM-82

CARDIAC PET PERFUSION IMAGING with RUBIDIUM-82 CARDIAC PET PERFUSION IMAGING with RUBIDIUM-82 Pr Denis AGOSTINI Président du Groupe de Cardiologie Nucléaire et IRM CHU Caen Bordeaux 2006 Cardiac Perfusion-Metabolism Mismatch with PET Cumulative Survival

More information

PET for the Evaluation of Myocardial Viability

PET for the Evaluation of Myocardial Viability PET for the Evaluation of Myocardial Viability Myocardial viability assessment is an important part of cardiac PET to assist physicians to decide upon the best surgical or medical procedures. F-18 FDG

More information

Hybrid imaging of the heart

Hybrid imaging of the heart Pärnu (Estonia) Friday, October 10, 2014 8:00-8:30 a.m Hybrid imaging of the heart María José García Velloso Servicio de Medicina Nuclear Clínica Universidad de Navarra mjgarciave@unav.es Hibrid imaging

More information

New Insight about FFR and IVUS MLA

New Insight about FFR and IVUS MLA New Insight about FFR and IVUS MLA Can IVUS MLA Predict FFR

More information

Hybrid cardiac imaging Advantages, limitations, clinical scenarios and perspectives for the future

Hybrid cardiac imaging Advantages, limitations, clinical scenarios and perspectives for the future Hybrid cardiac imaging Advantages, limitations, clinical scenarios and perspectives for the future Prof. Juhani Knuuti, MD, FESC Turku, Finland Disclosure: Juhani Knuuti, M.D. Juhani Knuuti, M.D. has financial

More information

I have no financial disclosures

I have no financial disclosures Manpreet Singh MD I have no financial disclosures Exercise Treadmill Bicycle Functional capacity assessment Well validated prognostic value Ischemic assessment ECG changes ST segments Arrhythmias Hemodynamic

More information

CT or PET/CT for coronary artery disease

CT or PET/CT for coronary artery disease CT or PET/CT for coronary artery disease Rotterdam 2012 Juhani Knuuti, MD, PhD, FESC Turku PET Centre University of Turku Turku, Finland Juhani.knuuti@utu.fi Turku PET Centre University of Turku Åbo Akademi

More information

Diagnostic and Prognostic Value of Coronary Ca Score

Diagnostic and Prognostic Value of Coronary Ca Score Diagnostic and Prognostic Value of Coronary Ca Score Dr. Ghormallah Alzahrani Cardiac imaging division, Adult Cardiology department Prince Sultan Cardiac Center ( PSCC) Madina, June 2 Coronary Calcium

More information

The Role of Nuclear Imaging in Heart Failure

The Role of Nuclear Imaging in Heart Failure The Role of Nuclear Imaging in Heart Failure Mouaz H. Al-Mallah, MD MSc FESC Associate Professor of Medicine Consultant Cardiologist and Division Head, Cardiac Imaging King Abdulaziz Cardiac Centre, National

More information

Imaging ischemic heart disease: role of SPECT and PET. Focus on Patients with Known CAD

Imaging ischemic heart disease: role of SPECT and PET. Focus on Patients with Known CAD Imaging ischemic heart disease: role of SPECT and PET. Focus on Patients with Known CAD Hein J. Verberne Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands International Conference

More information

Current and Future Imaging Trends in Risk Stratification for CAD

Current and Future Imaging Trends in Risk Stratification for CAD Current and Future Imaging Trends in Risk Stratification for CAD Brian P. Griffin, MD FACC Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic Disclosures: None Introduction

More information

FFR-CT Not Ready for Primetime

FFR-CT Not Ready for Primetime FFR-CT Not Ready for Primetime Leslee J. Shaw, PhD, MASNC, FACC, FAHA, FSCCT R. Bruce Logue Professor of Medicine Co-Director, Emory Clinical CV Research Institute Emory University School of Medicine Atlanta,

More information

MD F A F C A C MAS A N S C

MD F A F C A C MAS A N S C Myocardial Perfusion Imaging and Coronary Calcium Scoring: Complimentary or Competitive David Wolinsky MD FACC MASNC Section Head Nuclear Cardiology, Cleveland Clinic Florida Immediate Past President,

More information

Optimal testing for coronary artery disease in symptomatic and asymptomatic patients

Optimal testing for coronary artery disease in symptomatic and asymptomatic patients Optimal testing for coronary artery disease in symptomatic and asymptomatic patients Alexandre C Ferreira, MD Clinical Chief of Cardiology Jackson Health System Director, Interventional Cardiology Training

More information

SPECT-CT: Τι πρέπει να γνωρίζει ο Καρδιολόγος

SPECT-CT: Τι πρέπει να γνωρίζει ο Καρδιολόγος SPECT-CT: Τι πρέπει να γνωρίζει ο Καρδιολόγος Δρ Αναστασία Κίτσιου Διευθύντρια, Καρδιολογική Κλινική, Σισμανόγλειο ΓΝΑ Chair, Education Committee, Section on Nuclear Cardiology & Cardiac CT, EACVI, ESC

More information

Advantages of PET Myocardial Imaging

Advantages of PET Myocardial Imaging Advantages of PET Myocardial Imaging Legal Disclaimers These materials were prepared in good faith by MITA as a service to the profession and are believed to be reliable based on current scientific literature.

More information

Cardiac Viability Testing A Clinical Perspective Annual Cardiac Imaging Symposium. Lisa M Mielniczuk MD FRCPC University of Ottawa Heart Institute

Cardiac Viability Testing A Clinical Perspective Annual Cardiac Imaging Symposium. Lisa M Mielniczuk MD FRCPC University of Ottawa Heart Institute Cardiac Viability Testing A Clinical Perspective Annual Cardiac Imaging Symposium Lisa M Mielniczuk MD FRCPC University of Ottawa Heart Institute 62 year old male Anterior STEMI late presentation, occluded

More information

What the Cardiologist needs to know from Medical Images

What the Cardiologist needs to know from Medical Images What the Cardiologist needs to know from Medical Images Gerald Maurer Department of Cardiology Medical University of Vienna What kinds of Cardiologists Plumbers Electricians Photographers And then there

More information

Welcome! To submit questions during the presentation: or Text:

Welcome! To submit questions during the presentation:   or Text: Welcome! To participate in the interactive Q & A please do the following: 1. Download the Socrative Student App 2. Enter Teacher s Room Code: ZD0F3X5Q 3. Select Quiz: Intermountain Cardiac Stress Testing

More information

Conflict of Interest Disclosure

Conflict of Interest Disclosure Comparative Advantages of PET Over SPECT: Is PET Really Better? Timothy M. Bateman M.D. Co-Director, Cardiovascular Radiologic Imaging Mid America Heart Institute Professor of Medicine University of Missouri-Kansas

More information

Women and Coronary Artery Disease:

Women and Coronary Artery Disease: Women and Coronary Artery Disease: Less is More? Interventional Cardiology 2017 32 th Annual International Symposium Snow Mass March 5-10 Yolande Appelman MD, PhD,FESC EAPCI-Women Interventional Cardiologist

More information

Diabetes and Occult Coronary Artery Disease

Diabetes and Occult Coronary Artery Disease Diabetes and Occult Coronary Artery Disease Mun K. Hong, MD, FACC, FSCAI Director, Cardiac Catheterization Laboratory & Interventional Cardiology St. Luke s-roosevelt Hospital Center New York, New York

More information

The best from Euro-Echo Ischemic heart disease. Fausto Rigo,FESC Department of Cardiology Mestre-Venezia Hospital,Italy

The best from Euro-Echo Ischemic heart disease. Fausto Rigo,FESC Department of Cardiology Mestre-Venezia Hospital,Italy The best from Euro-Echo 2011 Ischemic heart disease Fausto Rigo,FESC Department of Cardiology Mestre-Venezia Hospital,Italy faustorigo@alice.it DECLARATION OF CONFLICT OF INTEREST No conflict of interest

More information

Cardiovascular Imaging

Cardiovascular Imaging Cardiovascular Imaging Cardiovascular Imaging Cardio and Vascular Imaging Vascularization / Angiogenesis Cardiovascular Imaging metabolic imaging of the heart myocardial perfusion imaging Cardiac CT Vascularization

More information

Nuclear Cardiology Cardiac Myocardial Perfusion with 82 Rb. Dominique Delbeke, MD, PhD Vanderbilt University Medical Center Nashville, TN

Nuclear Cardiology Cardiac Myocardial Perfusion with 82 Rb. Dominique Delbeke, MD, PhD Vanderbilt University Medical Center Nashville, TN Nuclear Cardiology Cardiac Myocardial Perfusion with 82 Rb Dominique Delbeke, MD, PhD Vanderbilt University Medical Center Nashville, TN VUMC PET/CT conference 2009 82 Rb Cardiac Perfusion PET 82 Rb is

More information

Evidence for myocardial CT perfusion imaging in the diagnosis of hemodynamically significant coronary artery disease

Evidence for myocardial CT perfusion imaging in the diagnosis of hemodynamically significant coronary artery disease Editorial Evidence for myocardial CT perfusion imaging in the diagnosis of hemodynamically significant coronary artery disease Zhonghua Sun Discipline of Medical Imaging, Department of Imaging and Applied

More information

State of the Art. Advances in Cardiovascular Imaging. ESC Congres Stockholm September 1, 2010 Frank E. Rademakers, MD, PhD, FESC

State of the Art. Advances in Cardiovascular Imaging. ESC Congres Stockholm September 1, 2010 Frank E. Rademakers, MD, PhD, FESC State of the Art Advances in Cardiovascular Imaging ESC Congres Stockholm September 1, 2010 Frank E. Rademakers, MD, PhD, FESC Coronary Artery Disease Content Patho Physiology Imaging requirements Economical

More information

Cardiology for the Practitioner Advanced Cardiac Imaging: Worth the pretty pictures?

Cardiology for the Practitioner Advanced Cardiac Imaging: Worth the pretty pictures? Keenan Research Centre Li Ka Shing Knowledge Institute Cardiology for the Practitioner Advanced Cardiac Imaging: Worth the pretty pictures? Howard Leong-Poi, MD, FRCPC Associate Professor of Medicine St.

More information

How to Evaluate Microvascular Function and Angina. Myeong-Ho Yoon Ajou University Hospital

How to Evaluate Microvascular Function and Angina. Myeong-Ho Yoon Ajou University Hospital How to Evaluate Microvascular Function and Angina Myeong-Ho Yoon Ajou University Hospital Angina without Coronary Artery Disease (CAD) Prevalence: 20-30% going c-angiography, with a higher prevalence (almost

More information

Hospital, 6 Lukon Road, Lukong Town, Changhua Shien, Taiwan 505, Taiwan.

Hospital, 6 Lukon Road, Lukong Town, Changhua Shien, Taiwan 505, Taiwan. Volume 1, Issue 1 Image Article Resolution of Inferior Wall Ischemia after Successful Revascularization of LAD Lesion: The Value of Myocardial Perfusion Imaging in Guiding Management of Multi-vessel CAD

More information

Promising New Fluorine-18 Labeled Tracers for PET Myocardial Perfusion Imaging

Promising New Fluorine-18 Labeled Tracers for PET Myocardial Perfusion Imaging Journal of Nuclear Medicine, published on July 30, 2015 as doi:10.2967/jnumed.115.161661 Promising New Fluorine-18 Labeled Tracers for PET Myocardial Perfusion Imaging Richard C. Brunken MD, FACC, FAHA,

More information

Η Πυρηνική Καρδιολογία Το 2017 ΟΜΑΔΑ ΕΡΓΑΣΙΑΣ ΑΠΕΙΚΟΝΙΣΤΙΚΩΝ ΤΕΧΝΙΚΩΝ

Η Πυρηνική Καρδιολογία Το 2017 ΟΜΑΔΑ ΕΡΓΑΣΙΑΣ ΑΠΕΙΚΟΝΙΣΤΙΚΩΝ ΤΕΧΝΙΚΩΝ Η Πυρηνική Καρδιολογία Το 2017 ΟΜΑΔΑ ΕΡΓΑΣΙΑΣ ΑΠΕΙΚΟΝΙΣΤΙΚΩΝ ΤΕΧΝΙΚΩΝ huma human n Setting diagnosis of the early stages of chronic diseases (i.e cancer, neuropsychiatric, cardiovascular disorders), in

More information

OTHER NON-CARDIAC USES OF Tc-99m CARDIAC AGENTS Tc-99m Sestamibi for parathyroid imaging, breast tumor imaging, and imaging of other malignant tumors.

OTHER NON-CARDIAC USES OF Tc-99m CARDIAC AGENTS Tc-99m Sestamibi for parathyroid imaging, breast tumor imaging, and imaging of other malignant tumors. DEFINITION OF CARDIAC RADIOPHARMACEUTICAL: A radioactive drug which, when administered for purpose of diagnosis of heart disease, typically elicits no physiological response from the patient. Even though

More information

SPECT or PET for Cardiovascular Screening in High-Risk Patients

SPECT or PET for Cardiovascular Screening in High-Risk Patients SPECT or PET for Cardiovascular Screening in High-Risk Patients Paeng, Jin Chul MD PhD Department of Nuclear Medicine Seoul National University Hospital Contents Recent Development in SPECT and PET Technology

More information

Fellows on this rotation are expected to attend nuclear conferences and multimodality imaging conference.

Fellows on this rotation are expected to attend nuclear conferences and multimodality imaging conference. Rotation: Imaging 1 Imaging 1 provides COCATS Level 1 experience for nuclear cardiology (including SPECT and PET) and cardiac CT. Fellows will administer, process, and read cardiac nuclear studies with

More information

Title. CitationJournal of Nuclear Cardiology, 23(3): Issue Date Doc URL. Rights. Type. File Information

Title. CitationJournal of Nuclear Cardiology, 23(3): Issue Date Doc URL. Rights. Type. File Information Title Incidental focal myocardial 18F-FDG uptake indicatin Aikawa, Tadao; Naya, Masanao; Manabe, Osamu; Obara, Author(s) Hiroyuki CitationJournal of Nuclear Cardiology, 23(3): 596-598 Issue Date 2016-06

More information

Non Invasive Diagnostic Modalities for Coronary Artery Disease. Dr. Amitesh Aggarwal

Non Invasive Diagnostic Modalities for Coronary Artery Disease. Dr. Amitesh Aggarwal Non Invasive Diagnostic Modalities for Coronary Artery Disease Dr. Amitesh Aggarwal Ebers papyrus, ca. 1555 BCE If thou examine a man for illness in his cardia, and he has pains in his arms, in his breasts

More information

Cardiac PET. John Buscombe

Cardiac PET. John Buscombe Cardiac PET John Buscombe Why PET? Improved resolution-not really required in cardiology Improved sensitivity this may be important-financially as reduced acquisition time Improved attenuation correction-good

More information

Hybrid Imaging Improving Nuclear Cardiology Practice

Hybrid Imaging Improving Nuclear Cardiology Practice Lippincott Williams & Wilkins, - Nuclear Medicine teaching File, 2009 Hybrid Imaging Improving Nuclear Cardiology Practice João V. Vitola, MD, PhD Cardiologist and Nuclear Medicine Physician Quanta Diagnostico

More information

Calcium scoring Clinical and prognostic value

Calcium scoring Clinical and prognostic value Calcium scoring Clinical and prognostic value Matthijs Oudkerk Professor and Chair of Radiology University Medical Center Groningen, University of Groningen Groningen, The Netherlands Sofia 2011 13 May

More information

PET: quantification of perfusion and beyond

PET: quantification of perfusion and beyond PET: quantification of perfusion and beyond Juhani Knuuti Turku PET Centre University of Turku Turku, Finland Juhani.knuuti@utu.fi 27.8.2012 1 Disclosure: Juhani Knuuti, M.D. Juhani Knuuti, M.D. has financial

More information

Molecular Imaging of Coronary Plaques

Molecular Imaging of Coronary Plaques Molecular Imaging of Coronary Plaques Daniel S. Berman, MD Director, Cardiac Imaging Cedars-Sinai Heart Institute CSMC 20113 Professor of Medicine David Geffen School of Medicine at UCLA Zahi A. Fayad,

More information

Coronary interventions

Coronary interventions Controversial issues in the management of ischemic heart failure Coronary interventions Maciej Lesiak Department of Cardiology, University Hospital in Poznan none DECLARATION OF CONFLICT OF INTEREST CHF

More information

CT Imaging of Atherosclerotic Plaque. William Stanford MD Professor-Emeritus Radiology University of Iowa College of Medicine Iowa City, IA

CT Imaging of Atherosclerotic Plaque. William Stanford MD Professor-Emeritus Radiology University of Iowa College of Medicine Iowa City, IA CT Imaging of Atherosclerotic Plaque William Stanford MD Professor-Emeritus Radiology University of Iowa College of Medicine Iowa City, IA PREVALENCE OF CARDIOVASCULAR DISEASE In 2006 there were 80 million

More information

Myocardial viability testing. What we knew and what is new

Myocardial viability testing. What we knew and what is new Myocardial viability testing. What we knew and what is new Dr B K S Sastry, MD, DM. CARE Hospitals, Hyderabad What is Viability Viability Dysfunctional myocardium subtended by diseased coronary arteries

More information

Medical Policy An independent licensee of the Blue Cross Blue Shield Association

Medical Policy An independent licensee of the Blue Cross Blue Shield Association PET Scanning: Cardiac Applications Page 1 of 31 Medical Policy An independent licensee of the Blue Cross Blue Shield Association Title: Positron Emission Tomography (PET) Scanning: Cardiac Applications

More information

MPS and Calcium Score in asymptomatic patient F. Mut, J. Vitola

MPS and Calcium Score in asymptomatic patient F. Mut, J. Vitola MPS and Calcium Score in asymptomatic patient F. Mut, J. Vitola Nuclear Medicine Service, Asociacion Española Montevideo, Uruguay Quanta Diagnostico Nuclear Curitiba, Brazil Clinical history Male 63 y.o.,

More information

Combining Coronary Artery Calcium Scanning with SPECT/PET Myocardial Perfusion Imaging

Combining Coronary Artery Calcium Scanning with SPECT/PET Myocardial Perfusion Imaging Combining Coronary Artery Calcium Scanning with SPECT/PET Myocardial Perfusion Imaging Daniel S. Berman, MD Director, Cardiac Imaging Cedars-Sinai Heart Institute Professor of Medicine and Imaging Cedars-Sinai

More information

Fractional Flow Reserve from Coronary CT Angiography (and some neat CT images)

Fractional Flow Reserve from Coronary CT Angiography (and some neat CT images) Fractional Flow Reserve from Coronary CT Angiography (and some neat CT images) Victor Cheng, M.D. Director, Cardiovascular CT Oklahoma Heart Institute 1 Disclosures Tornadoes scare me 2 Treating CAD Fixing

More information

Cardiac MRI in ACHD What We. ACHD Patients

Cardiac MRI in ACHD What We. ACHD Patients Cardiac MRI in ACHD What We Have Learned to Apply to ACHD Patients Faris Al Mousily, MBChB, FAAC, FACC Consultant, Pediatric Cardiology, KFSH&RC/Jeddah Adjunct Faculty, Division of Pediatric Cardiology

More information

CHRONIC CAD DIAGNOSIS

CHRONIC CAD DIAGNOSIS CHRONIC CAD DIAGNOSIS Chest Pain Evaluation 1. Approach to diagnosis of CAD 2. Classification of chest pain 3. Pre-test likelihood CAD 4. Algorithm for chest pain evaluation in women 5. Indications for

More information

Rational use of imaging for viability evaluation

Rational use of imaging for viability evaluation EUROECHO and other imaging modalities 2011 Rational use of imaging for viability evaluation Luc A. Pierard, MD, PhD, FESC, FACC Professor of Medicine Head, Department of Cardiology, CHU Liège, Belgium

More information

Medical Policy. MP Cardiac Applications of Positron Emission Tomography Scanning

Medical Policy. MP Cardiac Applications of Positron Emission Tomography Scanning Medical Policy BCBSA Ref. Policy: 6.01.20 Last Review: 09/19/2018 Effective Date: 09/19/2018 Section: Radiology Related Policies 6.01.51 Interim Positron Emission Tomography Scanning in Oncology to Detect

More information

ADVANCED CARDIOVASCULAR IMAGING. Medical Knowledge. Goals and Objectives PF EF MF LF Aspirational

ADVANCED CARDIOVASCULAR IMAGING. Medical Knowledge. Goals and Objectives PF EF MF LF Aspirational Medical Knowledge Goals and Objectives PF EF MF LF Aspirational Know the basic principles of magnetic resonance imaging (MRI) including the role of the magnetic fields and gradient coil systems, generation

More information

Nuclear Cardiology Pierre-Yves MARIE Department of Nuclear Medicine CHU-Nancy, FRANCE.

Nuclear Cardiology Pierre-Yves MARIE Department of Nuclear Medicine CHU-Nancy, FRANCE. Nuclear Cardiology Pierre-Yves MARIE Department of Nuclear Medicine CHU-Nancy, FRANCE. Nuclear Cardiology I - A remaining need of a functional information on myocardial perfusion II - The future: - combining

More information

Cardiovascular Imaging Stress Echo

Cardiovascular Imaging Stress Echo Cardiovascular Imaging Stress Echo Theodora A Zaglavara, MD, PhD Cardiac Imaging Department INTERBALKAN MEDICAL CENTER Thessaloniki GREECE Evolution of Stress Echo: From Innovation to a Widely Established

More information

Coronary Artery Disease in the 21 st Century: An Integrated Approach Based on Science and Art

Coronary Artery Disease in the 21 st Century: An Integrated Approach Based on Science and Art Coronary Artery Disease in the 21 st Century: An Integrated Approach Based on Science and Art Harisios Boudoulas, MD, Dr, Dr. Hon. Professor, Honorary Professor, Academician Development of Coronary Artery

More information

FFR in Multivessel Disease

FFR in Multivessel Disease FFR in Multivessel Disease April, 26 2013 Coronary Physiology in the Catheterization Laboratory Location: European Heart House, Nice, France Pim A.L. Tonino, MD, PhD Hartcentrum, Eindhoven, the Netherlands

More information

Cardiovascular Disease in CKD. Parham Eftekhari, D.O., M.Sc. Assistant Clinical Professor Medicine NSUCOM / Broward General Medical Center

Cardiovascular Disease in CKD. Parham Eftekhari, D.O., M.Sc. Assistant Clinical Professor Medicine NSUCOM / Broward General Medical Center Cardiovascular Disease in CKD Parham Eftekhari, D.O., M.Sc. Assistant Clinical Professor Medicine NSUCOM / Broward General Medical Center Objectives Describe prevalence for cardiovascular disease in CKD

More information

CASE from South Korea

CASE from South Korea CASE from South Korea Bon-Kwon Koo, MD, PhD, Seoul, Korea Outpatient clinic of a non-interventional cardiologist F/56 Chief complaint: Angina with recent aggravation, CCS II~III Brief history: # Stroke

More information

P F = R. Disorder of the Breast. Approach to the Patient with Chest Pain. Typical Characteristics of Angina Pectoris. Myocardial Ischemia

P F = R. Disorder of the Breast. Approach to the Patient with Chest Pain. Typical Characteristics of Angina Pectoris. Myocardial Ischemia Disorder of the Breast Approach to the Patient with Chest Pain Anthony J. Minisi, MD Department of Internal Medicine, Division of Cardiology Virginia Commonwealth University School of Medicine William

More information

Risk Stratification for CAD for the Primary Care Provider

Risk Stratification for CAD for the Primary Care Provider Risk Stratification for CAD for the Primary Care Provider Shimoli Shah MD Assistant Professor of Medicine Directory, Ambulatory Cardiology Clinic Knight Cardiovascular Institute Oregon Health & Sciences

More information

NUCLEAR CARDIOLOGY UPDATE

NUCLEAR CARDIOLOGY UPDATE Nuclear Cardiology David K. Shelton, Jr., MD NUCLEAR CARDIOLOGY UPDATE No Conflicts. No Disclosures. No Smoking. David K. Shelton UCDMC Nuclear Cardiology Nuclear Cardiology Radionuclide Ventriculography

More information

Positron emission tomography and molecular imaging

Positron emission tomography and molecular imaging Positron emission tomography and molecular imaging EHH, May, 2010 Juhani Knuuti Turku PET Centre University of Turku Turku, Finland Juhani.knuuti@utu.fi PET Imaging in Medicine MRI CT MRI PET US SPET MEG

More information

Gated blood pool ventriculography: Is there still a role in myocardial viability?

Gated blood pool ventriculography: Is there still a role in myocardial viability? Gated blood pool ventriculography: Is there still a role in myocardial viability? Oliver C. Alix, MD Adult Clinical and Nuclear Cardiology St. Luke s Medical Centre - Global City Case Presentation A 62-year-old

More information

Multimodality Cardiac Imaging: Its Use in the Era of Value-based Reimbursement

Multimodality Cardiac Imaging: Its Use in the Era of Value-based Reimbursement Multimodality Cardiac Imaging: Its Use in the Era of Value-based Reimbursement Daniel S., MD Director, Cardiac Imaging Cedars-Sinai Heart Institute Professor of Medicine UCLA School of Medicine ACC DC

More information

Coronary Artery Imaging. Suvipaporn Siripornpitak, MD Inter-hospital Conference : Rajavithi Hospital

Coronary Artery Imaging. Suvipaporn Siripornpitak, MD Inter-hospital Conference : Rajavithi Hospital Coronary Artery Imaging Suvipaporn Siripornpitak, MD Inter-hospital Conference : Rajavithi Hospital Larger array : cover scan area Detector size : spatial resolution Rotation speed : scan time Retrospective

More information

Revascularization in Severe LV Dysfunction: The Role of Inducible Ischemia and Viability Testing

Revascularization in Severe LV Dysfunction: The Role of Inducible Ischemia and Viability Testing Revascularization in Severe LV Dysfunction: The Role of Inducible Ischemia and Viability Testing Evidence and Uncertainties Robert O. Bonow, MD, MS, MACC Northwestern University Feinberg School of Medicine

More information

Cardiac evaluation for the noncardiac. Nathaen Weitzel MD University of Colorado Denver Dept of Anesthesiology

Cardiac evaluation for the noncardiac. Nathaen Weitzel MD University of Colorado Denver Dept of Anesthesiology Cardiac evaluation for the noncardiac patient Nathaen Weitzel MD University of Colorado Denver Dept of Anesthesiology Objectives! Review ACC / AHA guidelines as updated for 2009! Discuss new recommendations

More information

The Value of Stress MRI in Evaluation of Myocardial Ischemia

The Value of Stress MRI in Evaluation of Myocardial Ischemia The Value of Stress MRI in Evaluation of Myocardial Ischemia Dr. Saeed Al Sayari, MBBS, EBCR, MBA Department of Radiology and Nuclear Medicine Mafraq Hospital, Abu Dhabi United Arab Emirates Introduction

More information

Le FDG dans l évaluation de la viabilité : Quelle place par rapport aux autres traceurs?

Le FDG dans l évaluation de la viabilité : Quelle place par rapport aux autres traceurs? Le FDG dans l évaluation de la viabilité : Quelle place par rapport aux autres traceurs? Pierre-Yves MARIE, Médecine Nucléaire, CHU de Nancy PET Gated-SPECT MRI FDG imaging: effect of dietary status fasting

More information

The Final 10-Year Follow-up Results from the Bari Randomized Trial J Am Coll Cardiol (2007) 49;1600-6

The Final 10-Year Follow-up Results from the Bari Randomized Trial J Am Coll Cardiol (2007) 49;1600-6 The Final 10-Year Follow-up Results from the Bari Randomized Trial J Am Coll Cardiol (2007) 49;1600-6 n&list_uids=17433949 64-Multislice Detector Computed Tomography Coronary Angiography as Potential Alternative

More information

CT FFR: Are you ready to totally change the way you diagnose Coronary Artery Disease?

CT FFR: Are you ready to totally change the way you diagnose Coronary Artery Disease? CT FFR: Are you ready to totally change the way you diagnose Coronary Artery Disease? Madan Mohan MD MRCP FACC CQO, Division of Cardiovascular Medicine University Hospitals Case Medical Center Assistant

More information

Fractional Flow Reserve (FFR)

Fractional Flow Reserve (FFR) Non-invasive FFR using coronary CT angiography and computational fluid dyn amics predicts the hemodynamic signifi cance of coronary lesions First in man experience with CT-Flow Andrejs Erglis, Sanda Jegere,

More information

Is computed tomography angiography really useful in. of coronary artery disease?

Is computed tomography angiography really useful in. of coronary artery disease? Is computed tomography angiography really useful in screening patients with high risk of coronary artery disease? Myeong-Ki Hong, M.D. Ph D Professor of Medicine Division of Cardiology, Severance Cardiovascular

More information

Εξελίξεις και νέες προοπτικές στην καρδιαγγειακή απεικόνιση CT. Σταμάτης Κυρζόπουλος Ωνάσειο Καρδιοχειρουργικό Κέντρο

Εξελίξεις και νέες προοπτικές στην καρδιαγγειακή απεικόνιση CT. Σταμάτης Κυρζόπουλος Ωνάσειο Καρδιοχειρουργικό Κέντρο Εξελίξεις και νέες προοπτικές στην καρδιαγγειακή απεικόνιση CT Σταμάτης Κυρζόπουλος Ωνάσειο Καρδιοχειρουργικό Κέντρο No conflict of interest to disclose Noninvasive Cardiac Imaging Unresolved Issues-Future

More information

Screening for Asymptomatic Coronary Artery Disease: When, How, and Why?

Screening for Asymptomatic Coronary Artery Disease: When, How, and Why? Screening for Asymptomatic Coronary Artery Disease: When, How, and Why? Joseph S. Terlato, MD FACC Clinical Assistant Professor, Brown Medical School Coastal Medical Definition The presence of objective

More information

Imaging. Prof Geneviève DERUMEAUX Hôpital Henri Mondor Créteil, FRANCE

Imaging. Prof Geneviève DERUMEAUX Hôpital Henri Mondor Créteil, FRANCE Imaging Prof Geneviève DERUMEAUX Hôpital Henri Mondor Créteil, FRANCE Conflicts of Interest Speaker/advisor/research grant for Actelion, Sanofi, Servier, Toshiba # esccongress www.escardio.org/esc2014

More information

21st Annual Contemporary Therapeutic Issues in Cardiovascular Disease

21st Annual Contemporary Therapeutic Issues in Cardiovascular Disease 21st Annual Contemporary Therapeutic Issues in Cardiovascular Disease Noninvasive Evaluation of Coronary Artery Disease: Anatomical, Functional, Clinical May 5, 2018 Mark Hansen MD FRCPC Cardiologist,

More information

The use of Cardiac CT and MRI in Clinical Practice

The use of Cardiac CT and MRI in Clinical Practice The use of Cardiac CT and MRI in Clinical Practice Matthew W. Martinez, MD Assistant Professor of Medicine LVPG - Lehigh Valley Heart Specialists Lehigh Valley Health Network Oct. 3, 2009 DISCLOSURE Relevant

More information

PET and PET/CT in CLINICAL CARDIOLOGY

PET and PET/CT in CLINICAL CARDIOLOGY PET and PET/CT in CLINICAL CARDIOLOGY Rob Beanlands,, MD Chief, Division of Cardiology Univ. of Ottawa Tier 1 Chair in Cardiovascular Research Professor Medicine/Radiology Saul & Edna Goldfarb Chair Chief,

More information

Rotation: Imaging 2. Nuclear Cardiology (in Imaging 1 and 2)

Rotation: Imaging 2. Nuclear Cardiology (in Imaging 1 and 2) Rotation: Imaging 2 Imaging 2 provides addition nuclear cardiology experience and COCATS Level 1 cardiac MRI experience. Fellows administer, process, and read VHVI cardiac nuclear studies with cardiology

More information

Coronary Artery Calcium Score

Coronary Artery Calcium Score Coronary Artery Calcium Score August 19, 2014 by Axel F. Sigurdsson MD 174 Comments essential for living organisms. Calcium is a chemical element that is Most of the calcium within the human body is found

More information

Stable Ischemic Heart Disease. Ivan Anderson, MD RIHVH Cardiology

Stable Ischemic Heart Disease. Ivan Anderson, MD RIHVH Cardiology Stable Ischemic Heart Disease Ivan Anderson, MD RIHVH Cardiology Outline Review of the vascular biology of atherosclerosis Why not just cath everyone with angina? Medical management of ischemic cardiomyopathy

More information

Chest pain. One problem different approaches... Question 1 what is your choice? In-/Exclusion Criteria

Chest pain. One problem different approaches... Question 1 what is your choice? In-/Exclusion Criteria Chest pain Die letzten relevanten Studien, praktische Umsetzung: Bildgebung Michael J. Zellweger, Universitätsspital Basel, Kardiologische Klinik; michael.zellweger@usb.ch 6y old male patient Atypical

More information

State-of-the-Art SPECT/CT: Cardiac Imaging

State-of-the-Art SPECT/CT: Cardiac Imaging State-of-the-Art SPECT/CT: Cardiac Imaging Ernest V Garcia*, PhD Endowed Professor in Cardiac Imaging Director, Nuclear Cardiology R&D Laboratory Disclosure: Dr. Garcia receives royalties from the sale

More information

Revascularization In HFrEF: Are We Close To The Truth. Ali Almasood

Revascularization In HFrEF: Are We Close To The Truth. Ali Almasood Revascularization In HFrEF: Are We Close To The Truth Ali Almasood HF epidemic 1-2% of the population have HF At least one-half have heart failure with reduced ejection fraction (HF- REF) The most common

More information

Evaluation of Intermediate Coronary lesions: Can You Handle the Pressure? Jeffrey A Southard, MD May 4, 2013

Evaluation of Intermediate Coronary lesions: Can You Handle the Pressure? Jeffrey A Southard, MD May 4, 2013 Evaluation of Intermediate Coronary lesions: Can You Handle the Pressure? Jeffrey A Southard, MD May 4, 2013 Disclosures Consultant- St Jude Medical Boston Scientific Speaker- Volcano Corporation Heart

More information

Stress Testing:Which Study is Indicated for My Patient?

Stress Testing:Which Study is Indicated for My Patient? Stress Testing:Which Study is Indicated for My Patient? Cardiology-Primary Care Conference 7/14/17 Peter Casterella, MD Co-Executive Director Swedish Heart and Vascular Institute 1 Stress Testing Options

More information

REvIEWS. Ron Blankstein and Marcelo F. Di Carli

REvIEWS. Ron Blankstein and Marcelo F. Di Carli REvIEWS molecular imaging integration of coronary anatomy and myocardial perfusion imaging Ron Blankstein and Marcelo F. Di Carli abstract Advances in cardiovascular imaging have resulted in the development

More information