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Wang ZS, Yap J, Koh YLE, Chia SY, Nivedita N, Ang TWA, Goh SCP, Lee CS, Tan LLJ, Ooi CW, Seow M, Yeo KK, Chua SJT, Tan NC. Predicting Coronary Artery Disease in Primary Care: Development and Validation of a Diagnostic Risk Score for Major Ethnic Groups in Southeast Asia. J Gen Intern Med 2021; 36:1514-1524. [PMID: 33772443 PMCID: PMC8175488 DOI: 10.1007/s11606-021-06701-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 03/07/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Coronary artery disease (CAD) risk prediction tools are useful decision supports. Their clinical impact has not been evaluated amongst Asians in primary care. OBJECTIVE We aimed to develop and validate a diagnostic prediction model for CAD in Southeast Asians by comparing it against three existing tools. DESIGN We prospectively recruited patients presenting to primary care for chest pain between July 2013 and December 2016. CAD was diagnosed at tertiary institution and adjudicated. A logistic regression model was built, with validation by resampling. We validated the Duke Clinical Score (DCS), CAD Consortium Score (CCS), and Marburg Heart Score (MHS). MAIN MEASURES Discrimination and calibration quantify model performance, while net reclassification improvement and net benefit provide clinical insights. KEY RESULTS CAD prevalence was 9.5% (158 of 1658 patients). Our model included age, gender, type 2 diabetes mellitus, hypertension, smoking, chest pain type, neck radiation, Q waves, and ST-T changes. The C-statistic was 0.808 (95% CI 0.776-0.840) and 0.815 (95% CI 0.782-0.847), for model without and with ECG respectively. C-statistics for DCS, CCS-basic, CCS-clinical, and MHS were 0.795 (95% CI 0.759-0.831), 0.756 (95% CI 0.717-0.794), 0.787 (95% CI 0.752-0.823), and 0.661 (95% CI 0.621-0.701). Our model (with ECG) correctly reclassified 100% of patients when compared with DCS and CCS-clinical respectively. At 5% threshold probability, the net benefit for our model (with ECG) was 0.063. The net benefit for DCS, CCS-basic, and CCS-clinical was 0.056, 0.060, and 0.065. CONCLUSIONS PRECISE (Predictive Risk scorE for CAD In Southeast Asians with chEst pain) performs well and demonstrates utility as a clinical decision support for diagnosing CAD among Southeast Asians.
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Affiliation(s)
- Zhen Sinead Wang
- SingHealth Polyclinics, Singapore, Singapore, Republic of Singapore.
- Duke-NUS Medical School, Singapore, Republic of Singapore.
| | - Jonathan Yap
- National Heart Centre Singapore, Singapore, Republic of Singapore.
| | | | - Shaw Yang Chia
- National Heart Centre Singapore, Singapore, Republic of Singapore
| | - N Nivedita
- Duke-NUS Medical School, Singapore, Republic of Singapore
| | - Teck Wee Andrew Ang
- SingHealth Polyclinics, Singapore, Singapore, Republic of Singapore
- Duke-NUS Medical School, Singapore, Republic of Singapore
| | - Soo Chye Paul Goh
- SingHealth Polyclinics, Singapore, Singapore, Republic of Singapore
- Duke-NUS Medical School, Singapore, Republic of Singapore
| | - Cia Sin Lee
- SingHealth Polyclinics, Singapore, Singapore, Republic of Singapore
- Duke-NUS Medical School, Singapore, Republic of Singapore
| | | | - Chai Wah Ooi
- National Healthcare Group Polyclinics - Geylang Branch, Singapore, Republic of Singapore
| | - Matthew Seow
- Duke-NUS Medical School, Singapore, Republic of Singapore
| | - Khung Keong Yeo
- Duke-NUS Medical School, Singapore, Republic of Singapore
- National Heart Centre Singapore, Singapore, Republic of Singapore
| | - Siang Jin Terrance Chua
- Duke-NUS Medical School, Singapore, Republic of Singapore
- National Heart Centre Singapore, Singapore, Republic of Singapore
| | - Ngiap Chuan Tan
- SingHealth Polyclinics, Singapore, Singapore, Republic of Singapore
- Duke-NUS Medical School, Singapore, Republic of Singapore
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Kotecha D, Flather MD, Atar D, Collins P, Pepper J, Jenkins E, Reid CM, Eccleston D. B-type natriuretic peptide trumps other prognostic markers in patients assessed for coronary disease. BMC Med 2019; 17:72. [PMID: 30943979 PMCID: PMC6448253 DOI: 10.1186/s12916-019-1306-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 03/13/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Risk prediction for patients with suspected coronary artery disease is complex due to the common occurrence of prior cardiovascular disease and extensive risk modification in primary care. Numerous markers have the potential to predict prognosis and guide management, but we currently lack robust 'real-world' evidence for their use. METHODS Prospective, multicentre observational study of consecutive patients referred for elective coronary angiography. Clinicians were blinded to all risk assessments, consisting of conventional factors, radial artery pulse wave analysis, 5-minute heart rate variability, high-sensitivity C-reactive protein and B-type natriuretic peptide (BNP). Blinded, independent adjudication was performed for all-cause mortality and the composite of death, myocardial infarction or stroke, analysed with Cox proportional hazards regression. RESULTS Five hundred twenty-two patients were assessed with median age 66 years and 21% prior revascularization. Median baseline left ventricular ejection fraction was 64%, and 62% had ≥ 50% stenosis on angiography. During 5.0 years median follow-up, 30% underwent percutaneous and 16% surgical revascularization. In multivariate analysis, only age and BNP were independently associated with outcomes. The adjusted hazard ratio per log unit increase in BNP was 2.15 for mortality (95% CI 1.45-3.19; p = 0.0001) and 1.27 for composite events (1.04-1.54; p = 0.018). Patients with baseline BNP > 100 pg/mL had substantially higher mortality and composite events (20.9% and 32.2%) than those with BNP ≤ 100 pg/mL (5.6% and 15.5%). BNP improved both classification and discrimination of outcomes (p ≤ 0.003), regardless of left ventricular systolic function. Conversely, high-sensitivity C-reactive protein, pulse wave analysis and heart rate variability were unrelated to prognosis at 5 years after risk modification and treatment of coronary disease. CONCLUSIONS Conventional risk factors and other markers of arterial compliance, inflammation and autonomic function have limited value for prediction of outcomes in risk-modified patients assessed for coronary disease. BNP can independently identify patients with subtle impairment of cardiac function that might benefit from more intensive management. TRIAL REGISTRATION Clinicaltrials.gov, NCT00403351 Registered on 22 November 2006.
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Affiliation(s)
- Dipak Kotecha
- Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK. .,Monash Centre of Cardiovascular Research and Education in Therapeutics, School of Public Health and Preventive Medicine, Melbourne, Australia.
| | - Marcus D Flather
- Faculty of Medicine and Health Sciences, University of East Anglia, Norwich, UK
| | - Dan Atar
- Department of Cardiology, Oslo University Hospital Ulleval, University of Oslo, Oslo, Norway
| | - Peter Collins
- Royal Brompton Hospital and National Heart and Lung Institute, Imperial College London, London, UK
| | - John Pepper
- Royal Brompton Hospital and National Heart and Lung Institute, Imperial College London, London, UK
| | | | - Christopher M Reid
- Monash Centre of Cardiovascular Research and Education in Therapeutics, School of Public Health and Preventive Medicine, Melbourne, Australia.,Faculty of Health Sciences, School of Public Health, Curtin University, Perth, Australia
| | - David Eccleston
- Monash Centre of Cardiovascular Research and Education in Therapeutics, School of Public Health and Preventive Medicine, Melbourne, Australia
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Al-Shudifat AE, Azab M, Johannessen A, Al-Shdaifat A, Agraib LM, Tayyem RF. Elevated fasting blood glucose, but not obesity, is associated with coronary artery disease in patients undergoing elective coronary angiography in a referral hospital in Jordan. Ann Saudi Med 2018; 38:111-117. [PMID: 29620544 PMCID: PMC6074363 DOI: 10.5144/0256-4947.2018.111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Obesity and its metabolic complications are endemic in the Middle East, but the cardiovascular consequences are not well defined in local studies. OBJECTIVE To assess the association between fasting blood glucose (FBG), obesity and coronary artery disease (CAD) in Jordan. DESIGN A cross-sectional, hospital-based study. SETTING A referral hospital in Amman, Jordan. PATIENTS AND METHODS Patients with complete anthropomorphic data who were referred for elective coronary angiography were included in the analysis. Associations between CAD, FBG and obesity were assessed in multivariate logistic regression models, adjusting for known risk factors. MAIN OUTCOME MEASURE The presence of CAD. SAMPLE SIZE 434 subjects. RESULTS Only those who underwent coronary angiography and had complete anthropometric data were included in the study: 291 (67.1%) had CAD and 143 (32.9%) had a normal coronary angiogram.The mean body mass index, waist circumference and FBG of the study participants was 30.0 kg/m2, 106.0 cm and 8.8 mmol/L, respectively. The mean FBG was significantly higher in patients with CAD compared to those without CAD (9.5 vs. 7.3 mmol/L, P less than .001). Waist circumference was significantly higher in women with CAD compared to women without CAD (111.0 vs. 105.9 cm, P=.036), but no significant difference was observed in men. In a multivariate analysis, FBG was a strong and significant predictor of CAD; however, none of the measures of obesity were significantly associated with CAD. The findings were robust in a sensitivity analysis that excluded patients with known diabetes mellitus. CONCLUSIONS Elevated FBG, but not obesity, predicted CAD in a Middle Eastern population. Improved prevention, detection and management of type 2 diabetes should be a priority in this setting. LIMITATIONS The cross-sectional design cannot control for temporal changes in risk factors and/or reverse causation. CONFLICT OF INTEREST None.
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Affiliation(s)
- Abdel-Ellah Al-Shudifat
- Dr. Abdel-Ellah Al-Shudifat, Faculty of Medicine, Department of Internal Medicine,, The Hashemite University,, Zarqa, Jordan, T: +962 796004849, , ORCID: http://orcid.org/0000-0003-4829.0978
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Role of myocardial perfusion scintigraphy in predicting global cardiovascular risk and differentiating between patients with moderate and high cardiovascular risk. Nucl Med Commun 2017; 37:805-11. [PMID: 27058365 DOI: 10.1097/mnm.0000000000000509] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The usefulness of stress myocardial perfusion scintigraphy (MPS) for cardiovascular (CV) risk stratification in patients at moderate and high CV risk remains controversial. We tested the hypothesis that different clinical risk profiles influence the test and the likelihood of obtaining a positive coronary angiography (CA) in the following 12 months. METHODS We assessed the prognostic value of MPS in 230 patients classified according to the European Society of Cardiology guidelines. RESULTS Patients at high and very-high CV risk had a higher prevalence of positive MPS (25.5 vs. 36.7%, P=0.014 and 9.8 vs. 19.5%, P=0.011, respectively), whereas patients at moderate risk had a higher prevalence of negative MPS (45.1 vs. 38.3, P=NS). Multivariate regression analysis showed that positive MPS was an independent predictor of 12-month positive CA only in patients at high CV risk [odds ratio (OR) 8.03, 95% confidence interval (CI) 1.53-42.03, P=0.014] independent of age>60 and coexistence of obesity and previous percutaneous coronary intervention (OR 3.78, 95% CI 1.18-12.78, P=0.032; OR 1.83, 95% CI 1.03-3.26, P=0.039). The C-statistic showed a good discriminatory power of positive MPS in predicting 12-month positive CA (0.68, 95% CI 0.55-0.80, P=0.015). Mantel-Cox analysis showed that after 12 months of follow-up, in patients at high risk, there was a statistically significant difference in the distribution of patients with positive than those without negative CA (log rank P=0.04). CONCLUSION CV risk stratification on the basis of MPS is useful only in patients at high and very-high CV risk. In these groups, MPS can aid stratification for the risk of CV events.
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Kotecha D, New G, Collins P, Eccleston D, Krum H, Pepper J, Flather MD. Radial artery pulse wave analysis for non-invasive assessment of coronary artery disease. Int J Cardiol 2013; 167:917-24. [DOI: 10.1016/j.ijcard.2012.03.098] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2011] [Revised: 03/06/2012] [Accepted: 03/08/2012] [Indexed: 11/25/2022]
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Palazzuoli A, Caputo M, Fineschi M, Navarri R, Calabrò A, Cameli M, Campagna MS, Franci B, Pierli C, Nuti R, Maisel A. B-type natriuretic peptide as an independent predictor of coronary disease extension in non-ST elevation coronary syndromes with preserved systolic function. Eur J Prev Cardiol 2011; 19:366-73. [DOI: 10.1177/1741826711406608] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Objective: B-type natriuretic peptide (BNP) has been employed as a risk marker in patients with coronary artery disease (CAD) with ST elevation and non-ST elevation. It is not yet established if early BNP measurements provide additional information to troponin and electrocardiographic analysis in patients without ventricular enlargement and systolic dysfunction. Design: This study compared BNP levels in patients with stable angina (SA) and acute coronary syndromes with non-ST elevation in relation to angiographic lesions (NSTEMI-ACS). Moreover, the diagnostic utility of BNP was determined using the receiver operating characteristic curve. Patients: 280 patients with CAD without ST elevation and preserved systolic function were studied. BNP samples were measured in all recruited patients within 24 hours of hospitalization. Results: BNP values increased progressively with the severity of diagnosis: SA ( n = 85; 50.4 ± 50 pg/ml) NSTEMI-ACS ( n = 195; 283 ± 269 pg/ml; p < 0.0001). The analysis of BNP in relation to the number of involved vessels demonstrated significantly increased levels in patients with multivessel disease compared to patients with 1- or 2-vessel disease ( p < 0.001 and p < 0.003). Values of BNP >80 pg/ml were shown to be able to predict CAD severity and coronary vessel involvement (AUC = 0.80; p = 0.0001) with a sensitivity of 78% and a specificity of 72%. In multivariate analysis, BNP levels >80 pg/ml, CAD history, and ST deviation >2 mm were confirmed as independent predictors of CAD severity. Conclusions: Circulating BNP levels appear elevated in NSTEMI-ACS, without left ventricular systolic dysfunction. A BNP cut-off value of 80 pg/ml is a good predictor of CAD extension.
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Affiliation(s)
- Alberto Palazzuoli
- Department of Internal Medicine and Metabolic Disease Cardiology Section, University of Siena, Italy
| | - Maria Caputo
- Department of Internal Medicine and Metabolic Disease Cardiology Section, University of Siena, Italy
| | | | - Romina Navarri
- Department of Internal Medicine and Metabolic Disease Cardiology Section, University of Siena, Italy
| | - Anna Calabrò
- Department of Internal Medicine and Metabolic Disease Cardiology Section, University of Siena, Italy
| | - Matteo Cameli
- Department of Internal Medicine and Metabolic Disease Cardiology Section, University of Siena, Italy
| | - Maria Stella Campagna
- Department of Internal Medicine and Metabolic Disease Cardiology Section, University of Siena, Italy
| | - Beatrice Franci
- Department of Internal Medicine and Metabolic Disease Cardiology Section, University of Siena, Italy
| | - Carlo Pierli
- UO Invasive Cardiology Le Scotte Hospital Siena, Italy
| | - Ranuccio Nuti
- Department of Internal Medicine and Metabolic Disease Cardiology Section, University of Siena, Italy
| | - Alan Maisel
- Cardiac Care Unit and Heart Failure Program, San Diego Veterans Affairs Medical Center, San Diego, California, USA
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Karayannis G, Giamouzis G, Alexandridis E, Kamvrogiannis P, Butler J, Skoularigis J, Triposkiadis F. Prevalence of impaired coronary flow reserve and its association with left ventricular diastolic function in asymptomatic individuals with major cardiovascular risk factors. ACTA ACUST UNITED AC 2011; 18:326-33. [DOI: 10.1177/1741826710389356] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- George Karayannis
- Department of Cardiology, Larissa University Hospital, Larissa, Greece
| | - Gregory Giamouzis
- Department of Cardiology, Larissa University Hospital, Larissa, Greece
| | | | | | - Javed Butler
- Cardiology Division, Emory University, Atlanta, United States
| | - John Skoularigis
- Department of Cardiology, Larissa University Hospital, Larissa, Greece
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Eastwood JA, Doering LV, Dracup K, Evangelista L, Hays RD. Health-related quality of life: The impact of diagnostic angiography. Heart Lung 2010; 40:147-55. [PMID: 20691477 DOI: 10.1016/j.hrtlng.2010.05.056] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2009] [Revised: 05/04/2010] [Accepted: 05/18/2010] [Indexed: 10/19/2022]
Abstract
BACKGROUND Little is known regarding the effects of index angiograms on health-related quality of life related to angiographic outcome, that is, positive or negative for coronary heart disease (CHD). METHODS A longitudinal, comparative design was used. Ninety-three patients underwent initial angiography and completed questionnaires (Cardiac-Quality of Life Index, Short Form-36 mental and physical, and Cardiac Attitudes Index) before, 1 week and 1 year after angiography. Data were evaluated with linear regression and analysis of variance. RESULTS Fifty-five patients were CHD positive (age 65.3 ± 10.7 years, 49% were female), and 38 patients were CHD negative (age 59.5 ± 12 years, 53% were female). Compared with CHD-positive patients over 1 year, CHD-negative patients reported lower scores on the Cardiac-Quality of Life Index (P < .008), Short Form-36 mental and physical measures (P = .004), and Cardiac Attitudes Index (P = .05). CONCLUSION CHD-negative patients experienced lower health-related quality of life and lower perceived control than CHD-positive patients. After an index angiogram, a negative finding may not be sufficient to relieve negative emotions.
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Affiliation(s)
- Jo-Ann Eastwood
- School of Nursing, University of California Los Angeles, California 90095-1702, USA.
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