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Woods E, Bennett J, Chandrasekhar S, Newman N, Rizwan A, Siddiqui R, Khan R, Khawaja M, Krittanawong C. Efficacy of Diagnostic Testing of Suspected Coronary Artery Disease: A Contemporary Review. Cardiology 2024:1-22. [PMID: 39013364 DOI: 10.1159/000539916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 06/10/2024] [Indexed: 07/18/2024]
Abstract
BACKGROUND Coronary artery disease (CAD) is a highly prevalent condition which can lead to myocardial ischemia as well as acute coronary syndrome. Early diagnosis of CAD can improve patient outcomes through guiding risk factor modification and treatment modalities. SUMMARY Testing for CAD comes with increased cost and risk; therefore, physicians must determine which patients require testing, and what testing modality will offer the most useful data to diagnose patients with CAD. Patients should have an initial risk stratification for pretest probability of CAD based on symptoms and available clinical data. Patients with a pretest probability less than 5% should receive no further testing, while patients with a high pretest probability should be considered for direct invasive coronary angiography. In patients with a pretest probability between 5 and 15%, coronary artery calcium score and or exercise electrocardiogram can be obtained to further risk stratify patients to low-risk versus intermediate-high-risk. Intermediate-high-risk patients should be tested with coronary computed tomography angiography (preferred) versus positron emission tomography or single photon emission computed tomography based on their individual patient characteristics and institutional availability. KEY MESSAGES This comprehensive review aimed to describe the available CAD testing modalities, detail their risks and benefits, and propose when each should be considered in the evaluation of a patient with suspected CAD.
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Affiliation(s)
- Edward Woods
- Department of Internal Medicine, Emory University, Atlanta, Georgia, USA
| | - Josiah Bennett
- Department of Internal Medicine, Emory University, Atlanta, Georgia, USA
| | | | - Noah Newman
- Department of Internal Medicine, Emory University, Atlanta, Georgia, USA
| | - Affan Rizwan
- Department of Internal Medicine, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Rehma Siddiqui
- Department of Internal Medicine, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Rabisa Khan
- Department of Anesthesiology, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Muzamil Khawaja
- Division of Cardiology, Emory University, Atlanta, Georgia, USA
| | - Chayakrit Krittanawong
- Cardiology Division, NYU Langone Health and NYU School of Medicine, New York, New York, USA
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Mark DG, Huang J, Ballard DW, Vinson DR, Rana JS, Sax DR, Rauchwerger AS, Reed ME. Emergency Department Referral of Patients With Chest Pain for Noninvasive Cardiac Testing and 2-Year Clinical Outcomes. Circ Cardiovasc Qual Outcomes 2024; 17:e010457. [PMID: 38779848 DOI: 10.1161/circoutcomes.123.010457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 02/15/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND Noninvasive cardiac testing (NICT) has been associated with decreased long-term risks of major adverse cardiac events (MACEs) among emergency department patients at high coronary risk. It is unclear whether this association extends to patients without evidence of myocardial injury on initial ECG and cardiac troponin testing. METHODS A retrospective cohort study was conducted of patients presenting with chest pain between 2013 and 2019 to 21 emergency departments within an integrated health care system in Northern California, excluding patients with ST-segment-elevation myocardial infarction or myocardial injury by serum troponin testing. To account for confounding by indication, we grouped patient encounters by the NICT referral rate of the initially assigned emergency physician relative to local peers within discrete time periods. The primary outcome was MACE within 2 years. Secondary outcomes were coronary revascularization and MACE, inclusive of all-cause mortality. Associations between the NICT referral group (low, intermediate, or high) and outcomes were assessed using risk-adjusted proportional hazards methods with censoring for competing events. RESULTS Among 144 577 eligible patient encounters, the median age was 58 years (interquartile range, 48-68) and 57% were female. Thirty-day NICT referral was 13.0%, 19.9%, and 27.8% in low, intermediate, and high NICT referral groups, respectively, with a good balance of baseline covariates between groups. Compared with the low NICT referral group, there was no significant decrease in the adjusted hazard ratio of MACE within the intermediate (adjusted hazard ratio, 1.08 [95% CI, 1.02-1.14]) or high (adjusted hazard ratio, 1.05 [95% CI, 0.99-1.11]) NICT referral groups. Results were similar for MACE, inclusive of all-cause mortality, and coronary revascularization, as well as subgroup analyses stratified by estimated risk (history, electrocardiogram, age, risk factors, troponin [HEART] score: percent classified as low risk, 48.2%; moderate risk, 49.2%; and high risk, 2.7%). CONCLUSIONS Increases in NICT referrals were not associated with changes in the hazard of MACE within 2 years following emergency department visits for chest pain without evidence of acute myocardial injury. These findings further highlight the need for evidence-based guidance regarding the appropriate use of NICT in this population.
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Affiliation(s)
- Dustin G Mark
- Departments of Emergency Medicine (D.G.M., D.R.S.), Kaiser Permanente Medical Center, Oakland, CA
- Critical Care Medicine (D.G.M.), Kaiser Permanente Medical Center, Oakland, CA
- Division of Research, Kaiser Permanente Northern California, Oakland (D.G.M., J.H., D.W.B., D.R.V., J.S.R., D.R.S., A.S.R., M.E.R.)
| | - Jie Huang
- Division of Research, Kaiser Permanente Northern California, Oakland (D.G.M., J.H., D.W.B., D.R.V., J.S.R., D.R.S., A.S.R., M.E.R.)
| | - Dustin W Ballard
- Division of Research, Kaiser Permanente Northern California, Oakland (D.G.M., J.H., D.W.B., D.R.V., J.S.R., D.R.S., A.S.R., M.E.R.)
- Department of Emergency Medicine, Kaiser Permanente Medical Center, San Rafael, CA (D.W.B.)
| | - David R Vinson
- Division of Research, Kaiser Permanente Northern California, Oakland (D.G.M., J.H., D.W.B., D.R.V., J.S.R., D.R.S., A.S.R., M.E.R.)
- Department of Emergency Medicine, Kaiser Permanente Medical Center, Roseville, CA (D.R.V.)
| | - Jamal S Rana
- Cardiology (J.S.R.), Kaiser Permanente Medical Center, Oakland, CA
- Division of Research, Kaiser Permanente Northern California, Oakland (D.G.M., J.H., D.W.B., D.R.V., J.S.R., D.R.S., A.S.R., M.E.R.)
| | - Dana R Sax
- Departments of Emergency Medicine (D.G.M., D.R.S.), Kaiser Permanente Medical Center, Oakland, CA
- Division of Research, Kaiser Permanente Northern California, Oakland (D.G.M., J.H., D.W.B., D.R.V., J.S.R., D.R.S., A.S.R., M.E.R.)
| | - Adina S Rauchwerger
- Division of Research, Kaiser Permanente Northern California, Oakland (D.G.M., J.H., D.W.B., D.R.V., J.S.R., D.R.S., A.S.R., M.E.R.)
| | - Mary E Reed
- Division of Research, Kaiser Permanente Northern California, Oakland (D.G.M., J.H., D.W.B., D.R.V., J.S.R., D.R.S., A.S.R., M.E.R.)
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Roifman I, Chu A, Austin PC, Rashid M, Douglas PS, Wijeysundera HC. Comparing Costs of Noninvasive Cardiac Diagnostic Tests-a Population-Based Study. J Am Soc Echocardiogr 2024; 37:288-299. [PMID: 37972792 DOI: 10.1016/j.echo.2023.11.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 11/05/2023] [Accepted: 11/06/2023] [Indexed: 11/19/2023]
Abstract
INTRODUCTION Noninvasive cardiac diagnostic tests (NITs) for the diagnosis of coronary artery disease have been estimated to cost >$3 billion annually in the United States alone and have recently undergone scrutiny over concerns of overuse. Consequently, comparing costs of different NIT testing strategies is of urgent importance to health care planning. METHODS We utilized population-based administrative and clinical data from Ontario, Canada, to compare downstream costs between 4 available NIT testing strategies (graded exercise stress testing [GXT], stress echocardiography, cardiac computed tomography angiography [CCTA], and myocardial perfusion imaging [MPI] as well as no testing), among patients evaluated for chest pain. To compare costs among the tested (overall and by testing strategy) and nontested groups, we used a log-gamma generalized linear model to account for the skewed distribution of health care cost data, adjusting for relevant clinical covariates. RESULTS A total of 2,340,699 patients were included in our cohort, of whom 481,170 (21%) patients received 1 of the 4 NITs. Among patients who received a NIT, 254,492 (53%) received a GXT as their initial test, 154,137 (32%) received MPI, 69,160 (14%) received a stress echo, and 3,381 (<1%) received a CCTA. After adjustment for differences in baseline patient characteristics, receipt of any NIT was associated with an approximate 12% reduction in downstream 1-year mean costs (cost ratio = 0.88; 95% CI, 0.87, 0.89) compared with those without any testing. Comparing the different testing strategies with no testing, both GXT (cost ratio = 0.80; 95% CI, 0.79-0.81) and stress echocardiography (cost ratio = 0.82; 95% CI, 0.81-0.83) were associated with the lower downstream costs, while both MPI (cost ratio = 1.26; 95% CI, 1.25, 1.27) and CCTA (cost ratio = 1.29; 95% CI, 1.23, 1.35) were associated with higher downstream costs. CONCLUSIONS In a large population-based cohort consisting of >2 million people evaluated for chest pain, we report that receipt of noninvasive testing was associated with a 12% reduction in downstream costs when compared with no testing. Graded exercise stress testing and stress echocardiography were associated with the least downstream costs, whereas CCTA and MPI were associated with higher costs when compared with no testing. These findings may help inform testing decisions in chest pain patients.
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Affiliation(s)
- Idan Roifman
- Schulich Heart Program, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada; Institute of Health Policy Management, and Evaluation, University of Toronto, Toronto, Ontario, Canada; ICES, Toronto, Ontario, Canada.
| | | | - Peter C Austin
- Institute of Health Policy Management, and Evaluation, University of Toronto, Toronto, Ontario, Canada; ICES, Toronto, Ontario, Canada
| | | | - Pamela S Douglas
- Duke University Medical Centre, Duke University, Durham, North Carolina
| | - Harindra C Wijeysundera
- Schulich Heart Program, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada; Institute of Health Policy Management, and Evaluation, University of Toronto, Toronto, Ontario, Canada; ICES, Toronto, Ontario, Canada
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Fadous M, Tanguturi VK, Strom JB. The Value of Stress Testing in Ontario: Province or Providence? J Am Soc Echocardiogr 2024; 37:300-302. [PMID: 37972788 DOI: 10.1016/j.echo.2023.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 11/10/2023] [Indexed: 11/19/2023]
Affiliation(s)
- Maria Fadous
- Department of Medicine, Cardiovascular Division, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Varsha K Tanguturi
- Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Jordan B Strom
- Department of Medicine, Cardiovascular Division, Beth Israel Deaconess Medical Center, Boston, Massachusetts; Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts.
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Cha MJ, Kim WD, Won H, Joo J, Kim H, Kim IC, Kim JY, Lee S, Cho I. Nationwide Trends of Gatekeeper to Invasive Coronary Angiography in Suspected Coronary Artery Disease. Korean Circ J 2022; 52:814-825. [PMID: 36217588 PMCID: PMC9643567 DOI: 10.4070/kcj.2022.0110] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 08/08/2022] [Accepted: 08/16/2022] [Indexed: 08/02/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Real-world trends in the utility and type of gatekeeping studies in invasive coronary angiography (ICA) requires further investigation. METHODS We identified outpatients who underwent noninvasive cardiac tests or directly ICA for suspected coronary artery disease (CAD) from the nationwide Korea Health Insurance Review and Assessment Service-National Patient Sample database between 2012 and 2018. RESULTS Among 71,401 patients, the percentage of patients who were evaluated for suspected CAD was 34.7% for treadmill test (TMT), 4.2% for single-photon emission computed tomography (SPECT), 24.2% for coronary computed tomography angiography (CCTA), 1.6% for multiple gatekeepers, and 32.3% for directly ICA without noninvasive studies. The proportion of CCTA as a gatekeeper showed linear increase, (18.6% in 2012 and 28.8% in 2018; p<0.001), while those of TMT, SPECT, and direct ICA have decreased (p<0.001, p=0.03, and p<0.001, respectively). The overall incidence of downstream ICA after gatekeeper was 13.8% (6,662/48,346), and SPECT showed higher ICA rate in pairwise comparison with TMT and CCTA (p<0.001). Patients who performed gatekeepers before ICA showed higher rate of subsequent PCI (34.7% vs. 32.3%; p<0.001) and CABG (3.5% vs. 1.0%; p<0.001), compared to those who directly underwent ICA, and CCTA was associated with higher revascularization rate after ICA in pairwise comparison with TMT and SPECT (p<0.001). CONCLUSIONS Nationwide database demonstrated that CCTA is utilized increasingly as a gatekeeper for ICA and is associated with high revascularization rate after ICA in outpatients with suspected CAD.
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Affiliation(s)
- Min Jae Cha
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - William D Kim
- Division of Cardiology, Department of Internal Medicine, Yonsei University College of Medicine, Yonsei University Health System, Seoul, Korea
| | - Hoyoun Won
- Division of Cardiology, Department of Internal Medicine, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Jaeeun Joo
- Data Science Team, Hanmi Pharm. Co., Ltd, Seoul, Korea
| | - Hasung Kim
- Data Science Team, Hanmi Pharm. Co., Ltd, Seoul, Korea
| | - In-Cheol Kim
- Division of Cardiology, Department of Internal Medicine, Keimyung University Dongsan Hospital, Keimyung University School of Medicine, Daegu, Korea
| | - Jin Young Kim
- Department of Radiology, Keimyung University Dongsan Hospital, Keimyung University School of Medicine, Daegu, Korea
| | - Seonhwa Lee
- Division of Cardiology, Department of Internal Medicine, Keimyung University Dongsan Hospital, Keimyung University School of Medicine, Daegu, Korea
| | - Iksung Cho
- Division of Cardiology, Department of Internal Medicine, Yonsei University College of Medicine, Yonsei University Health System, Seoul, Korea.
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Fitzgerald BT, Smith E, Scalia GM. What are the prognostic implications and factors relating to exercise induced electrocardiographic ST segment changes in the setting of a non-ischemic stress echocardiogram? Int J Cardiol 2022; 364:157-161. [PMID: 35716939 DOI: 10.1016/j.ijcard.2022.06.031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 05/24/2022] [Accepted: 06/10/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND Electrocardiographic (ECG) changes during stress testing are a common and perplexing finding during non-ischemic stress echocardiography (niSE). Research has provided conflicting results regarding the implications. METHODS SE was performed after maximal Bruce protocol treadmill exercise. RESULTS 3020 consecutive patients, mean age 58 ± 12 years, 36% female, were followed-up for up to 9 years (mean 36 ± 21 months) post niSE. Time to first cardiac event (composite of heart failure admission, worsening New York Heart Association class, worsening ejection fraction, acute coronary syndrome, revascularization, angina or cardiovascular death) was analysed and adjusted using Cox proportional hazards regression. Prognostic significance was found with 1.5 mm of downsloping or horizontal ST depression. Adjusting for baseline differences, increased risk of composite major adverse cardiac events was shown with at least 1.5 mm of exercise induced ST depression (Hazard ratio [HR] of 2.47, 95% Confidence ratio [CI] 1.67-3.72, p < 0.0001). Patients achieving high level exercise capacity (≥13 metabolic equivalents or METs) with ST depression lower risk of cardiac events during follow-up. CONCLUSION Patients with ST segment depression but non-ischemic stress imaging have a poorer prognosis compared to patients with niSE with normal stress ECGs. ST depression of 1.5 mm or more was established as a prognostically significance value. High exercise capacity was associated with an improved prognosis, and ECG changes in that setting can be regarded as false positives. All niSE have low risk of a cardiac event in the very short term (<12 months). Overall, ST depression during non-ischaemic stress imaging is not a benign finding.
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Affiliation(s)
- Benjamin T Fitzgerald
- GenesisCare Cardiology, Australia; The Wesley Hospital, Australia; The Prince Charles Hospital, Australia.
| | - Erin Smith
- GenesisCare Cardiology, Australia; The Wesley Hospital, Australia
| | - Gregory M Scalia
- GenesisCare Cardiology, Australia; The Wesley Hospital, Australia; The Prince Charles Hospital, Australia; University of Queensland, Australia
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Mark DG, Shan J, Huang J, Ballard DW, Vinson DR, Kene MV, Sax DR, Rauchwerger AS, Reed ME. Higher intensity of 72-h noninvasive cardiac test referral does not improve short-term outcomes among emergency department patients with chest pain. Acad Emerg Med 2022; 29:736-747. [PMID: 35064989 DOI: 10.1111/acem.14448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 01/13/2022] [Accepted: 01/14/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND It is unclear whether referral for cardiac noninvasive testing (NIT) following emergency department (ED) chest pain encounters improves short-term outcomes. METHODS This was a retrospective cohort study of patients presenting with chest pain, without ST-elevation myocardial infarction or myocardial injury by serum troponin testing, between 2013 and 2019 to 21 EDs within an integrated health care system. We examined the association between NIT referral (within 72 h of the ED encounter) and a primary outcome of 60-day major adverse cardiac events (MACE). Secondary outcomes were 60-day MACE without coronary revascularization (MACE-CR) and 60-day all-cause mortality. To account for confounding by indication for NIT, we grouped patient encounters into ranked tertiles of NIT referral intensity based on the likelihood of 72-h NIT referral associated with the initially assigned emergency physician, relative to local peers and within discrete time periods. Associations between NIT referral-intensity tertile and outcomes were assessed using risk-adjusted multivariable logistic regression. RESULTS Among 210,948 eligible patient encounters, 72-h NIT referral frequency was 11.9%, 18.3%, and 25.9% in low, intermediate, and high NIT referral-intensity encounters, respectively. Compared with the low referral-intensity tertile, there was a higher risk of 60-day MACE within the high referral-intensity tertile (odds ratio [OR] = 1.11, 95% confidence interval [CI] = 1.04 to 1.17) due to more coronary revascularizations without corresponding differences in MACE-CR or all-cause mortality. In analyses stratified by patients' estimated risk (HEART score; 50.5% lower risk, 38.7% moderate risk, 10.8% higher risk), the difference in 60-day MACE was primarily attributable to moderate-risk encounters (OR = 1.15, 95% CI = 1.08 to 1.24), with no differences among either lower- (OR = 1.10, 95% CI = 0.92 to 1.31) or higher- (OR = 1.01, 95% CI = 0.90 to 1.14) risk encounters. CONCLUSION Higher referral intensity for 72-h NIT was associated with higher risk of coronary revascularization but no difference in adverse events within 60 days. These findings further call into question the urgency of NIT among ED patients without objective evidence of myocardial injury.
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Affiliation(s)
- Dustin G. Mark
- Departments of Emergency Medicine and Critical Care Medicine Kaiser Permanente Oakland Medical Center Oakland California USA
- Division of Research Kaiser Permanente Northern California Oakland California USA
| | - Judy Shan
- Division of Research Kaiser Permanente Northern California Oakland California USA
- School of Medicine University of California San Francisco San Francisco California USA
| | - Jie Huang
- Division of Research Kaiser Permanente Northern California Oakland California USA
| | - Dustin W. Ballard
- Division of Research Kaiser Permanente Northern California Oakland California USA
- Department of Emergency Medicine Kaiser Permanente San Rafael Medical Center San Rafael California USA
| | - David R. Vinson
- Division of Research Kaiser Permanente Northern California Oakland California USA
- Department of Emergency Medicine Kaiser Permanente Roseville Medical Center Roseville California USA
| | - Mamata V. Kene
- Department of Emergency Medicine Kaiser Permanente San Leandro Medical Center San Leandro California USA
| | - Dana R. Sax
- Division of Research Kaiser Permanente Northern California Oakland California USA
- Department of Emergency Medicine Kaiser Permanente Oakland Medical Center Oakland California USA
| | - Adina S. Rauchwerger
- Division of Research Kaiser Permanente Northern California Oakland California USA
| | - Mary E. Reed
- Division of Research Kaiser Permanente Northern California Oakland California USA
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Bodini A, Michelucci E, Di Giorgi N, Caselli C, Signore G, Neglia D, Smit JM, Scholte AJHA, Mincarone P, Leo CG, Pelosi G, Rocchiccioli S. Predictive Added Value of Selected Plasma Lipids to a Re-estimated Minimal Risk Tool. Front Cardiovasc Med 2021; 8:682785. [PMID: 34336947 PMCID: PMC8322727 DOI: 10.3389/fcvm.2021.682785] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 06/10/2021] [Indexed: 01/13/2023] Open
Abstract
Background: Lipidomics is emerging for biomarker discovery in cardiovascular disease, and circulating lipids are increasingly incorporated in risk models to predict cardiovascular events. Moreover, specific classes of lipids, such as sphingomyelins, ceramides, and triglycerides, have been related to coronary artery disease (CAD) severity and plaque characteristics. To avoid unnecessary testing, it is important to identify individuals at low CAD risk. The only pretest model available so far to rule out the presence of coronary atherosclerosis in patients with chest pain, but normal coronary arteries, is the minimal risk tool (MRT). Aim: Using state-of-the-art statistical methods, we aim to verify the additive predictive value of a set of lipids, derived from targeted plasma lipidomics of suspected CAD patients, to a re-estimated version of the MRT for ruling out the presence of coronary atherosclerosis assessed by coronary CT angiography (CCTA). Methods: Two hundred and fifty-six subjects with suspected stable CAD recruited from five European countries within H2020-SMARTool, undergoing CCTA and blood sampling for clinical biochemistry and lipidomics, were selected. The MRT was validated by regression methods and then re-estimated (reMRT). The reMRT was used as a baseline model in a likelihood ratio test approach to assess the added predictive value of each lipid from 13 among ceramides, triglycerides, and sphingomyelins. Except for one lipid, the analysis was carried out on more than 240 subjects for each lipid. A sensitivity analysis was carried out by considering two alternative models developed on the cohort as baseline models. Results: In 205 subjects, coronary atherosclerosis ranged from minimal lesions to overt obstructive CAD, while in 51 subjects (19.9%) the coronary arteries were intact. Four triglycerides and seven sphingomyelins were significantly (p < 0.05) and differentially expressed in the two groups and, at a lesser extent, one ceramide (p = 0.067). The probability of being at minimal risk was significantly better estimated by adding either Cer(d18:1/16:0) (p = 0.01), SM(40:2) (p = 0.04), or SM(41:1) at a lesser extent (p = 0.052) to reMRT than by applying the reMRT alone. The sensitivity analysis confirmed the relevance of these lipids. Furthermore, the addition of SM(34:1), SM(38:2), SM(41:2), and SM(42:4) improved the predictive performance of at least one of the other baseline models. None of the selected triglycerides was found to provide an added value. Conclusions: Plasma lipidomics can be a promising source of diagnostic and prognostic biomarkers in cardiovascular disease, exploitable not only to assess the risk of adverse events but also to identify subjects without coronary atherosclerosis, thus reducing unnecessary further testing in normal subjects.
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Affiliation(s)
- Antonella Bodini
- Institute for Applied Mathematics and Information Technologies "E. Magenes," National Research Council, Milan, Italy
| | - Elena Michelucci
- Institute of Clinical Physiology, National Research Council, Pisa, Italy
| | | | - Chiara Caselli
- Institute of Clinical Physiology, National Research Council, Pisa, Italy.,Cardiovascular Department, Fondazione Toscana G. Monasterio, Pisa, Italy
| | - Giovanni Signore
- NEST, Scuola Normale Superiore, Pisa, Italy.,Fondazione Pisana per la Scienza, San Giuliano Terme, Italy
| | - Danilo Neglia
- Cardiovascular Department, Fondazione Toscana G. Monasterio, Pisa, Italy
| | - Jeff M Smit
- Department of Cardiology, Leiden University Medical Centre, Leiden, Netherlands
| | | | - Pierpaolo Mincarone
- Institute for Research on Population and Social Policies, National Research Council, Brindisi, Italy
| | - Carlo G Leo
- Institute of Clinical Physiology, National Research Council, Lecce, Italy
| | - Gualtiero Pelosi
- Institute of Clinical Physiology, National Research Council, Pisa, Italy
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Roifman I, Sivaswamy A, Chu A, Austin PC, Ko DT, Douglas PS, Wijeysundera HC. Clinical Effectiveness of Cardiac Noninvasive Diagnostic Testing in Outpatients Evaluated for Stable Coronary Artery Disease. J Am Heart Assoc 2020; 9:e015724. [PMID: 32605412 PMCID: PMC7670545 DOI: 10.1161/jaha.119.015724] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Background Despite more than 4 million cardiac noninvasive diagnostic tests (NIT) being performed annually for stable coronary artery disease in the United States, it is unclear whether they are associated with downstream improvements in outcomes when compared with no testing. We sought to determine whether NIT was associated with reduced downstream major adverse cardiovascular events when compared with not testing. Methods and Results We conducted a population‐based study of ≈1.5 million patients undergoing chest pain evaluation in Ontario, Canada. Patients were categorized into NIT and no‐testing groups. Cause‐specific proportional hazards models were used to compare the rate of major adverse cardiovascular events (composite outcome of unstable angina, acute myocardial infarction or cardiovascular mortality and each constituent) between the 2 groups after adjusting for clinically relevant covariates. The rate of the composite outcome was ≈25% lower for patients undergoing noninvasive testing (hazard ratio [HR], 0.77; 95% CI, 0.75–0.79). The benefits of testing were consistent for all 3 constituents of the composite; unstable angina (HR, 0.87; 95% CI, 0.82–0.93 for the NIT versus the no‐testing group), myocardial infarction (HR, 0.83; 95% CI, 0.79–0.86 for the NIT versus the no‐testing group) and cardiovascular mortality (HR, 0.68; 95% CI, 0.65–0.72 for the NIT versus the no‐testing group). Conclusions Our large population‐based study reports an ≈25% reduction in major adverse cardiovascular events that was independently associated with NIT in outpatients being evaluated for stable angina. This study demonstrates the prognostic importance of NIT versus no testing on the health of contemporary populations.
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Affiliation(s)
- Idan Roifman
- Schulich Heart ProgramSunnybrook Health Sciences CentreUniversity of TorontoCanada
- Institute of Health Policy Management, and EvaluationUniversity of TorontoCanada
- ICESTorontoCanada
| | | | | | - Peter C. Austin
- Institute of Health Policy Management, and EvaluationUniversity of TorontoCanada
- ICESTorontoCanada
| | - Dennis T. Ko
- Schulich Heart ProgramSunnybrook Health Sciences CentreUniversity of TorontoCanada
- Institute of Health Policy Management, and EvaluationUniversity of TorontoCanada
- ICESTorontoCanada
| | | | - Harindra C. Wijeysundera
- Schulich Heart ProgramSunnybrook Health Sciences CentreUniversity of TorontoCanada
- Institute of Health Policy Management, and EvaluationUniversity of TorontoCanada
- ICESTorontoCanada
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10
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Affiliation(s)
- Neel M Butala
- Division of Cardiology Massachusetts General Hospital Boston MA USA.,Harvard Medical School Boston MA USA
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