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Srivastava MK, Pagala RM, Kendarla V, Nallapareddy K. Appropriate use criteria in myocardial perfusion imaging in a tertiary care hospital in South India: An audit. World J Nucl Med 2021; 20:281-285. [PMID: 34703397 PMCID: PMC8488887 DOI: 10.4103/wjnm.wjnm_77_20] [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: 06/05/2020] [Revised: 06/23/2020] [Accepted: 07/18/2020] [Indexed: 12/04/2022] Open
Abstract
Myocardial perfusion imaging (MPI) is an important investigative tool in the diagnosis and management of coronary artery disease. This investigation has seen a manifold increase in number in past decades as compared to other investigations such as cardiac magnetic resonance imaging/positron emission tomography or computed tomography. In 2005, “Appropriate use criteria (AUC) in cardiac radionuclide imaging” was formulated by the American College of Cardiology Foundation and the American Society of Nuclear Cardiology for effective use of this investigation, later revised in 2009. We assessed the appropriateness of indications for MPI in patients presenting to the nuclear medicine department of a tertiary care hospital according to the latest AUC for cardiac radionuclide imaging. This is a retrospective analysis of all cardiac perfusion scans performed from June 2019 to January 2020 in a tertiary care teaching hospital in South India. All patients' indications for MPI were assessed for appropriateness using AUC 2009 as appropriate, inappropriate, and uncertain indications by two experienced nuclear medicine physicians blinded for results of the test and hospital stay of the patients. A total of 1015 cardiac scans were performed in the given period, which were analyzed. This included 613 males and 402 females, with most of the patients aged above 60 years (n = 640; males = 385, females = 255). Most of the patients had diabetes mellitus or hypertension or both except in 161 patients (15.8%) which did not have either of the comorbidities. Chest pain and/or shortness of breath were the most common presenting complaints. The appropriate indication for imaging was found in 784 patients (77.2%), inappropriate in 121 patients (12%), and uncertain in 110 patients (10.8%). Our results showed appropriate indication to be 77.2% and inappropriate indications as 12% for MPI referrals in a tertiary care teaching hospital, similar to Western literature but can be improved further by continued teaching and awareness campaigns.
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Affiliation(s)
- Madhur Kumar Srivastava
- Department of Nuclear Medicine, Nizams Institute of Medical Sciences, Hyderabad, Telangana, India
| | - Ram Manohar Pagala
- Department of Nuclear Medicine, Nizams Institute of Medical Sciences, Hyderabad, Telangana, India
| | - Vinodh Kendarla
- Department of Nuclear Medicine, Nizams Institute of Medical Sciences, Hyderabad, Telangana, India
| | - Kavitha Nallapareddy
- Department of Nuclear Medicine, Nizams Institute of Medical Sciences, Hyderabad, Telangana, India
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Anderson JL. Making better use of appropriate use criteria. EUROPEAN HEART JOURNAL. QUALITY OF CARE & CLINICAL OUTCOMES 2021; 7:3-5. [PMID: 32421803 DOI: 10.1093/ehjqcco/qcaa044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Affiliation(s)
- Jeffrey L Anderson
- Intermountain Medical Center Heart Institute, 5121 So. Cottonwood Street, Building 4, 6th floor, Murray, UT 84107, USA
- Department of Internal Medicine, Division of Cardiology, University of Utah School of Medicine, Salt Lake City, UT, USA
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Winchester DE, Merritt J, Waheed N, Norton H, Manja V, Shah NR, Helfrich CD. Implementation of appropriate use criteria for cardiology tests and procedures: a systematic review and meta-analysis. EUROPEAN HEART JOURNAL. QUALITY OF CARE & CLINICAL OUTCOMES 2021; 7:34-41. [PMID: 32232436 DOI: 10.1093/ehjqcco/qcaa029] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 03/23/2020] [Accepted: 03/26/2020] [Indexed: 11/13/2022]
Abstract
AIMS The American College of Cardiology appropriate use criteria (AUC) provide clinicians with evidence-informed recommendations for cardiac care. Adopting AUC into clinical workflows may present challenges, and there may be specific implementation strategies that are effective in promoting effective use of AUC. We sought to assess the effect of implementing AUC in clinical practice. METHODS AND RESULTS We conducted a meta-analysis of studies found through a systematic search of the MEDLINE, Web of Science, Cochrane, or CINAHL databases. Peer-reviewed manuscripts published after 2005 that reported on the implementation of AUC for a cardiovascular test or procedure were included. The main outcome was to determine if AUC implementation was associated with a reduction in inappropriate/rarely appropriate care. Of the 18 included studies, the majority used pre/post-cohort designs; few (n = 3) were randomized trials. Most studies used multiple strategies (n = 12, 66.7%). Education was the most common individual intervention strategy (n = 13, 72.2%), followed by audit and feedback (n = 8, 44.4%) and computerized physician order entry (n = 6, 33.3%). No studies reported on formal use of stakeholder engagement or 'nudges'. In meta-analysis, AUC implementation was associated with a reduction in inappropriate/rarely appropriate care (odds ratio 0.62, 95% confidence interval 0.49-0.78). Funnel plot suggests the possibility of publication bias. CONCLUSION We found most published efforts to implement AUC observed reductions in inappropriate/rarely appropriate care. Studies rarely explored how or why the implementation strategy was effective. Because interventions were infrequently tested in isolation, it is difficult to make observations about their effectiveness as stand-alone strategies. STUDY REGISTRATION PROSPERO 2018 CRD42018091602. Available from https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42018091602.
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Affiliation(s)
- David E Winchester
- Cardiology Section, Malcom Randall VAMC, 1601 SW Archer Rd 111-D, Gainesville, FL, USA.,Division of Cardiovascular Medicine, University of Florida College of Medicine, 1600 SW Archer Rd, Gainesville, FL 32610, USA
| | - Justin Merritt
- Division of Cardiovascular Medicine, University of Florida College of Medicine, 1600 SW Archer Rd, Gainesville, FL 32610, USA
| | - Nida Waheed
- Department of Internal Medicine, University of Florida College of Medicine, 1600 SW Archer Rd, Gainesville, FL 32610, USA
| | - Hannah Norton
- University of Florida College of Medicine, Health Science Center Library, 1600 SW Archer Rd, Gainesville, FL 32610, USA
| | - Veena Manja
- Department of Surgery, University of California Davis, 2315 Stockton Blvd, Sacramento, CA 95817, USA.,VA Northern California Health Care System, 10535 Hospital Way, Mather, CA 95655, USA
| | - Nishant R Shah
- Department of Medicine, Providence VA Medical Center, Brown University Warren Alpert Medical School, 830 Chalkstone Ave, Providence, RI 02908, USA.,Department of Health Services, Policy & Practice, Brown University School of Public Health, 121 S Main St, Providence, RI 02903, USA
| | - Christian D Helfrich
- Seattle-Denver Center for Innovation in Veteran-Centered and Value-Driven Care, 1660 S. Columbian Way Mailstop S-152 Seattle, WA 98108, USA
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Chow CL, Ponnuthurai FA, Allman KC, van Gaal W. The Applicability of the American College of Cardiology Appropriate Use Criteria for Myocardial Perfusion Scintigraphy in Australia. Heart Lung Circ 2018; 27:469-476. [DOI: 10.1016/j.hlc.2017.04.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Revised: 03/27/2017] [Accepted: 04/12/2017] [Indexed: 10/19/2022]
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Appropriateness and Budget Limitations: Effects on the Use of Cardiac Imaging Techniques. CURRENT CARDIOVASCULAR IMAGING REPORTS 2018. [DOI: 10.1007/s12410-018-9445-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Saini V, Garcia-Armesto S, Klemperer D, Paris V, Elshaug AG, Brownlee S, Ioannidis JPA, Fisher ES. Drivers of poor medical care. Lancet 2017; 390:178-190. [PMID: 28077235 DOI: 10.1016/s0140-6736(16)30947-3] [Citation(s) in RCA: 150] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
The global ubiquity of overuse and underuse of health-care resources and the gravity of resulting harms necessitate an investigation of drivers to inform potential solutions. We describe the network of influences that contribute to poor care and suggest that it is driven by factors that fall into three domains: money and finance; knowledge, bias, and uncertainty; and power and human relationships. In each domain the drivers operate at the global, national, regional, and individual level, and are modulated by the specific contexts within which they act. We discuss in detail drivers of poor care in each domain.
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Affiliation(s)
| | - Sandra Garcia-Armesto
- Aragon Agency for Research and Development, Zaragoza, Spain; Aragon Health Sciences Institute, Aragon, Spain
| | - David Klemperer
- Ostbayerische Technische Hochschule Regensburg, Fakultät Angewandte Sozial-und Gesundheitswissenschaften, Regensburg, Germany
| | - Valerie Paris
- Health Division, Organisation for Economic Co-operation and Development, Paris, France
| | - Adam G Elshaug
- Lown Institute, Brookline, MA, USA; Menzies Centre for Health Policy, School of Public Health, Sydney Medical School, University of Sydney, NSW, Australia
| | - Shannon Brownlee
- Lown Institute, Brookline, MA, USA; Department of Health Policy, Havard T.H. Chan School of Public Health, Cambridge, MA, USA
| | - John P A Ioannidis
- Stanford Prevention Research Center, Department of Medicine, Stanford University, Stanford, CA, USA; Department of Health Research and Policy, Stanford University School of Medicine, Stanford University, Stanford, CA, USA; Department of Statistics, Stanford University School of Humanities and Sciences and Meta-Research Innovation Center at Stanford, Stanford University, Stanford, CA, USA
| | - Elliott S Fisher
- The Dartmouth Institute for Health Policy and Clinical Practice, Stanford University, Stanford, CA, USA; Geisel School of Medicine at Dartmouth, Hanover, NH, USA
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Brownlee S, Chalkidou K, Doust J, Elshaug AG, Glasziou P, Heath I, Nagpal S, Saini V, Srivastava D, Chalmers K, Korenstein D. Evidence for overuse of medical services around the world. Lancet 2017; 390:156-168. [PMID: 28077234 PMCID: PMC5708862 DOI: 10.1016/s0140-6736(16)32585-5] [Citation(s) in RCA: 583] [Impact Index Per Article: 72.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Revised: 06/29/2016] [Accepted: 07/18/2016] [Indexed: 12/17/2022]
Abstract
Overuse, which is defined as the provision of medical services that are more likely to cause harm than good, is a pervasive problem. Direct measurement of overuse through documentation of delivery of inappropriate services is challenging given the difficulty of defining appropriate care for patients with individual preferences and needs; overuse can also be measured indirectly through examination of unwarranted geographical variations in prevalence of procedures and care intensity. Despite the challenges, the high prevalence of overuse is well documented in high-income countries across a wide range of services and is increasingly recognised in low-income countries. Overuse of unneeded services can harm patients physically and psychologically, and can harm health systems by wasting resources and deflecting investments in both public health and social spending, which is known to contribute to health. Although harms from overuse have not been well quantified and trends have not been well described, overuse is likely to be increasing worldwide.
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Affiliation(s)
- Shannon Brownlee
- Lown Institute, Brookline, MA, USA; Department of Health Policy, Harvard T.H. Chan School of Public Health, Cambridge, MA, USA.
| | - Kalipso Chalkidou
- Institute for Global Health Innovation, Imperial College, London, UK
| | - Jenny Doust
- Center for Research in Evidence-Based Practice, Bond University, Gold Coast, QLD, Australia
| | - Adam G Elshaug
- Lown Institute, Brookline, MA, USA; Menzies Centre for Health Policy, School of Public Health, Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
| | - Paul Glasziou
- Center for Research in Evidence-Based Practice, Bond University, Gold Coast, QLD, Australia
| | - Iona Heath
- Royal College of General Practitioners, London, UK
| | | | | | - Divya Srivastava
- LSE Health, London School of Economics and Political Science, London, UK
| | - Kelsey Chalmers
- Menzies Centre for Health Policy, School of Public Health, Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
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Dos Santos MA, Santos MS, Tura BR, Félix R, Brito ASX, De Lorenzo A. Budget impact of applying appropriateness criteria for myocardial perfusion scintigraphy: The perspective of a developing country. J Nucl Cardiol 2016; 23:1160-1165. [PMID: 27229342 DOI: 10.1007/s12350-016-0505-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Revised: 03/21/2016] [Accepted: 04/05/2016] [Indexed: 01/10/2023]
Abstract
Myocardial perfusion imaging is widely used for the risk stratification of coronary artery disease. In view of its cost, besides radiation issues, judicious evaluation of the appropriateness of its indications is essential to prevent an unnecessary economic burden on the health system. We evaluated, at a tertiary-care, public Brazilian hospital, the appropriateness of myocardial perfusion scintigraphy indications, and estimated the budget impact of applying appropriateness criteria. An observational, cross-sectional study of 190 patients with suspected or known coronary artery disease referred for myocardial perfusion imaging was conducted. The appropriateness of myocardial perfusion imaging indications was evaluated with the Appropriate Use Criteria for Cardiac Radionuclide Imaging published in 2009. Budget impact analysis was performed with a deterministic model. The prevalence of appropriate requests was 78%; of inappropriate indications, 12%; and of uncertain indications, 10%. Budget impact analysis showed that the use of appropriateness criteria, applied to the population referred to myocardial perfusion scintigraphy within 1 year, could generate savings of $ 64,252.04 dollars. The 12% inappropriate requests for myocardial perfusion scintigraphy at a tertiary-care hospital suggest that a reappraisal of MPI indications is needed. Budget impact analysis estimated resource savings of 18.6% with the establishment of appropriateness criteria for MPI.
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Affiliation(s)
- Mauro Augusto Dos Santos
- Instituto Nacional de Cardiologia, Rua das Laranjeiras 374, Rio de Janeiro, RJ, 22240-006, Brazil
| | - Marisa Silva Santos
- Instituto Nacional de Cardiologia, Rua das Laranjeiras 374, Rio de Janeiro, RJ, 22240-006, Brazil
| | - Bernardo Rangel Tura
- Instituto Nacional de Cardiologia, Rua das Laranjeiras 374, Rio de Janeiro, RJ, 22240-006, Brazil
| | - Renata Félix
- Instituto Nacional de Cardiologia, Rua das Laranjeiras 374, Rio de Janeiro, RJ, 22240-006, Brazil
| | - Adriana Soares X Brito
- Instituto Nacional de Cardiologia, Rua das Laranjeiras 374, Rio de Janeiro, RJ, 22240-006, Brazil
| | - Andrea De Lorenzo
- Instituto Nacional de Cardiologia, Rua das Laranjeiras 374, Rio de Janeiro, RJ, 22240-006, Brazil.
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Appropriate Use of Cardiac Stress Testing with Imaging: A Systematic Review and Meta-Analysis. PLoS One 2016; 11:e0161153. [PMID: 27536775 PMCID: PMC4990235 DOI: 10.1371/journal.pone.0161153] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2016] [Accepted: 07/28/2016] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Appropriate use criteria (AUC) for cardiac stress tests address concerns about utilization growth and patient safety. We systematically reviewed studies of appropriateness, including within physician specialties; evaluated trends over time and in response to AUC updates; and characterized leading indications for inappropriate/rarely appropriate testing. METHODS We searched PubMed (2005-2015) for English-language articles reporting stress echocardiography or myocardial perfusion imaging (MPI) appropriateness. Data were pooled using random-effects meta-analysis and meta-regression. RESULTS Thirty-four publications of 41,578 patients were included, primarily from academic centers. Stress echocardiography appropriate testing rates were 53.0% (95% CI, 45.3%-60.7%) and 50.9% (42.6%-59.2%) and inappropriate/rarely appropriate rates were 19.1% (11.4%-26.8%) and 28.4% (23.9%-32.8%) using 2008 and 2011 AUC, respectively. Stress MPI appropriate testing rates were 71.1% (64.5%-77.7%) and 72.0% (67.6%-76.3%) and inappropriate/rarely appropriate rates were 10.7% (7.2%-14.2%) and 15.7% (12.4%-19.1%) using 2005 and 2009 AUC, respectively. There was no significant temporal trend toward rising rates of appropriateness for stress echocardiography or MPI. Unclassified stress echocardiograms fell by 79% (p = 0.04) with updated AUC. There were no differences between cardiac specialists and internists. CONCLUSIONS Rates of appropriate use tend to be lower for stress echocardiography compared to MPI, and updated AUC reduced unclassified stress echocardiograms. There is no conclusive evidence that AUC improved appropriate use over time. Further research is needed to determine if integration of appropriateness guidelines in academic and community settings is an effective approach to optimizing inappropriate/rarely appropriate use of stress testing and its associated costs and patient harms.
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Elgendy IY, Mahmoud A, Shuster JJ, Doukky R, Winchester DE. Outcomes after inappropriate nuclear myocardial perfusion imaging: A meta-analysis. J Nucl Cardiol 2016; 23:680-9. [PMID: 26253327 PMCID: PMC5442883 DOI: 10.1007/s12350-015-0240-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2015] [Accepted: 06/18/2015] [Indexed: 11/25/2022]
Abstract
BACKGROUND The relationship between inappropriate MPI and cardiovascular outcomes is poorly understood. We sought to systematically review the literature on appropriate use criteria (AUC) for MPI, including temporal trend of inappropriate testing and resulting cardiovascular outcomes. METHODS We searched the MEDLINE database for studies related to AUC and MPI. The co-primary outcomes were abnormal test results and the presence of cardiac ischemia. Random effects odds ratios (OR) were constructed using DerSimonian-Laird method. RESULTS A total of 22 studies with 23,443 patients were included. The prevalence of inappropriate testing was 14.8% [95% confidence interval (CI) 11.6%-18.7%]. Inappropriate MPI studies were less likely to be abnormal (OR 0.41 95% CI 0.35-0.49, P < .0001) and to demonstrate ischemia (OR 0.40, 95% CI 0.24-0.67, P < .0001) compared to appropriate testing. No difference in the rate of inappropriate tests was detected based on the midpoint of the enrollment year (P = .54). The pattern of ordering inappropriate studies was not different between cardiology and non-cardiology providers (OR 0.74, 95% CI 0.51-1.06, P = .10). CONCLUSION Inappropriate MPI studies are less likely to yield abnormal results or demonstrate myocardial ischemia. The rate of inappropriate MPI has not decreased over time.
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Affiliation(s)
- Islam Y Elgendy
- Division of Cardiovascular Medicine, University of Florida College of Medicine, 1600 SW Archer Rd, PO Box 100277, Gainesville, FL, 32610, USA
| | - Ahmed Mahmoud
- Department of Medicine, University of Florida College of Medicine, Gainesville, FL, USA
| | - Jonathan J Shuster
- Department of Health Outcomes and Policy, University of Florida, Gainesville, FL, USA
| | - Rami Doukky
- Division of Cardiology, Rush University Medical Center, Chicago, IL, USA
| | - David E Winchester
- Division of Cardiovascular Medicine, University of Florida College of Medicine, 1600 SW Archer Rd, PO Box 100277, Gainesville, FL, 32610, USA.
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Marcassa C, Zoccarato O. Radiation Dose Reduction from Radionuclide Myocardial Perfusion Imaging. CURRENT CARDIOVASCULAR IMAGING REPORTS 2016. [DOI: 10.1007/s12410-015-9364-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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McGraw S, Mirza O, Bauml MA, Rangarajan VS, Farzaneh-Far A. Downstream clinical consequences of stress cardiovascular magnetic resonance based on appropriate use criteria. J Cardiovasc Magn Reson 2015; 17:35. [PMID: 25975961 PMCID: PMC4432497 DOI: 10.1186/s12968-015-0137-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2014] [Accepted: 04/30/2015] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Appropriate use criteria (AUC) have been developed by professional organizations as a response to the rising costs of imaging, with the goal of optimizing test-patient selection. Consequently, the AUC are now increasingly used by third-party-payers to assess reimbursement. However, these criteria were created by expert consensus and have not been systematically assessed for CMR. The aim of this study was to determine the rates of abnormal stress-CMR and subsequent downstream utilization of angiography and revascularization procedures based on the most recent AUC. METHODS 300 consecutive patients referred for CMR-stress testing were prospectively enrolled. Two cardiologists reviewed all clinical information before the CMR-stress test and classified the test as "appropriate', "maybe appropriate" or "rarely appropriate" according to the 2013 AUC. Patients were followed for 2 months for the primary outcomes of coronary angiography and/or revascularization. RESULTS 49.7% of stress CMRs were appropriate, 36.7% maybe appropriate, and 13.6% rarely appropriate. Ischemia was significantly more likely to be seen in the appropriate (18.8%) or maybe appropriate groups (21.8%) than the rarely appropriate group (4.8%) (p = 0.030 and p = 0.014 respectively). Referral for cardiac catheterization was not significantly different in the appropriate (10.1%) and maybe appropriate groups (10.0%) compared to the rarely appropriate group (2.4%) (p = 0.119 and p = 0.127 respectively). No patients undergoing catheterization in the rarely appropriate group went on to require revascularization, in contrast to 53.3% of the appropriate vs 36.4% of the maybe appropriate patients (p = 0.391). Presence of ischemia led to referral for cardiac catheterization in 50.0% of the appropriate group vs 33.3% of the maybe appropriate group (p = 0.225); in contrast to none of the rarely appropriate group. CONCLUSIONS The great majority of tests were classified as appropriate or maybe appropriate. Downstream cardiac catheterization rates were similar in all 3 groups. However, rarely appropriate studies never required revascularization, suggesting suboptimal resource utilization. Studies classified as maybe appropriate had similar rates of abnormal findings and led to similar rates of downstream catheterization and revascularization as those that were deemed appropriate. This suggests that consideration could be given to upgrading some of the common maybe appropriate indications to the appropriate category.
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Affiliation(s)
- Sloane McGraw
- Section of Cardiology, Department of Medicine, University of Illinois at Chicago, 840 South Wood St. M/C 715, Suite 920 S, Chicago, IL, 60612, USA
| | - Omer Mirza
- Section of Cardiology, Department of Medicine, University of Illinois at Chicago, 840 South Wood St. M/C 715, Suite 920 S, Chicago, IL, 60612, USA
| | - Michael A Bauml
- Section of Cardiology, Department of Medicine, University of Illinois at Chicago, 840 South Wood St. M/C 715, Suite 920 S, Chicago, IL, 60612, USA
| | - Vibhav S Rangarajan
- Section of Cardiology, Department of Medicine, University of Illinois at Chicago, 840 South Wood St. M/C 715, Suite 920 S, Chicago, IL, 60612, USA
| | - Afshin Farzaneh-Far
- Section of Cardiology, Department of Medicine, University of Illinois at Chicago, 840 South Wood St. M/C 715, Suite 920 S, Chicago, IL, 60612, USA.
- Division of Cardiology, Department of Medicine, Duke University Medical Center, Durham, NC, USA.
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Doukky R, Hayes K, Frogge N. Are cardiologists truly better at appropriately selecting patients for stress myocardial perfusion imaging? Int J Cardiol 2014; 176:285-6. [PMID: 25042647 DOI: 10.1016/j.ijcard.2014.06.087] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2014] [Accepted: 06/29/2014] [Indexed: 11/19/2022]
Affiliation(s)
- Rami Doukky
- Division of Cardiology, John H. Stroger, Jr. Hospital of Cook County, Chicago, IL, United States; Division of Cardiology, Rush University Medical Center, Chicago, IL, United States.
| | - Kathleen Hayes
- Division of Cardiology, Rush University Medical Center, Chicago, IL, United States
| | - Nathan Frogge
- Division of Cardiology, Rush University Medical Center, Chicago, IL, United States
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