Validating the SMART2 Score in a Racially Diverse High-Risk Nationwide Cohort of Patients Receiving Coronary Artery Bypass Grafting

被引:1
作者
Deo, Salil V. [1 ,2 ,3 ,14 ]
Althouse, Andrew [4 ,5 ]
Al-Kindi, Sadeer [2 ,6 ]
Mcallister, David A. [3 ]
Orkaby, Ariela [7 ,8 ]
Elgudin, Yakov E. [1 ,2 ]
Fremes, Stephen [9 ]
Chu, Danny [10 ]
Visseren, Frank L. J. [11 ]
Pell, Jill P. [3 ]
Sattar, Naveed [12 ,13 ]
机构
[1] Louis Stokes Cleveland Vet Affairs Med Ctr, Cleveland, OH USA
[2] Case Western Reserve Univ, Case Sch Med, Cleveland, OH USA
[3] Univ Glasgow, Glasgow City, Scotland
[4] Univ Pittsburgh, Dept Internal Med, Pittsburgh, PA USA
[5] Medtronic Corp, Minneapolis, MN USA
[6] Univ Hosp Cleveland, Med Ctr, Dept Cardiol, Cleveland, OH USA
[7] VA Boston, New England Geriatr Res Educ & Clin Ctr, Healthcare Syst, Boston, MA USA
[8] Harvard Med Sch, Brigham & Womens Hosp, Div Aging, Boston, MA USA
[9] Univ Toronto, Dept Surg, Toronto, ON, Canada
[10] Pittsburgh VA Med Ctr, Dept Cardiac Surg, Pittsburgh, PA USA
[11] Univ Med Ctr, Dept Vasc Med, Utrecht, Netherlands
[12] Univ Med Ctr, Dept Vasc Med, Utrecht, Netherlands
[13] Univ Glasgow, BHF Glasgow Cardiovasc Res Ctr, Sch Cardiovasc & Metab Hlth, Room C214,126 Univ Pl, Glasgow City, Scotland
[14] Case Western Reserve Univ, Louis Stokes Cleveland VA Med Ctr, Case Sch Med, 10701 East Blvd, Cleveland, OH 44106 USA
来源
JOURNAL OF THE AMERICAN HEART ASSOCIATION | 2023年 / 12卷 / 21期
关键词
atherosclerotic vascular disease; coronary artery bypass grafting; coronary artery disease; external validation; myocardial infarction; risk prediction; HEART-FAILURE; SURGERY; THERAPY; SOCIETY; DISEASE;
D O I
10.1161/JAHA.123.030757
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BACKGROUND: We tested the potential of the Secondary Manifestations of Arterial Disease (SMART2) risk score for use in patients undergoing coronary artery bypass grafting. METHODS AND RESULTS: We conducted an external validation of the SMART2 score in a racially diverse high-risk national cohort (2010-2019) that underwent isolated coronary artery bypass grafting. We calculated the preoperative SMART2 score and modeled the 5-year major adverse cardiovascular event (cardiovascular mortality+myocardial infarction+stroke) incidence. We evaluated SMART2 score discrimination at 5 years using c-statistic and calibration with observed/expected ratio and calibration plots. We analyzed the potential clinical benefit using decision curves. We repeated these analyses in clinical subgroups, diabetes, chronic kidney disease, and polyvascular disease, and separately in White and Black patients. In 27 443 (mean age, 65 years; 10% Black individuals) US veterans undergoing coronary artery bypass grafting (2010-2019) nationwide, the 5-year major adverse cardiovascular event rate was 25%; 27% patients were in high predicted risk (>30% 5-year major adverse cardiovascular events). SMART2 score discrimination (c-statistic: 64) was comparable to the original study (c-statistic: 67) and was best in patients with chronic kidney disease (c-statistic: 66). However, it underpredicted major adverse cardiovascular event rates in the whole cohort (observed/expected ratio, 1.45) as well as in all studied subgroups. The SMART2 score performed better in White than Black patients. On decision curve analysis, the SMART2 score provides a net benefit over a wide range of risk thresholds. CONCLUSIONS: The SMART2 model performs well in a racially diverse coronary artery bypass grafting cohort, with better predictive capabilities at the upper range of baseline risk, and can therefore be used to guide secondary preventive pharmacotherapy.
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页数:10
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