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.
引用
收藏
页数:10
相关论文
共 50 条
  • [41] The use of simple ultrafiltration technology as a fluid management strategy for high-risk coronary artery bypass grafting surgery
    Beckles, Daniel L.
    Tavilla, Giuseppe
    Malhotra, Amber
    Williams, Nikki E.
    Jackson, Tamara
    Koerner, Michael M.
    Reddy, Ramachandra C.
    JOURNAL OF CARDIAC SURGERY, 2022, 37 (10) : 2951 - 2957
  • [42] Con: Prophylactic Preoperative Use of an Intra-aortic Balloon Pump Is Not Indicated in High-Risk Coronary Patients Undergoing Coronary Artery Bypass Grafting
    Barker, Andrew B.
    Townsley, Matthew M.
    JOURNAL OF CARDIOTHORACIC AND VASCULAR ANESTHESIA, 2015, 29 (02) : 534 - 535
  • [43] Temporary mechanical circulatory support prevents the occurrence of a low-output state in high-risk coronary artery bypass grafting: A case series
    Smith, Nathan J.
    Ramamurthi, Adhitya
    Joyce, Lyle D.
    Durham, Lucian A.
    Kohmoto, Takushi
    Joyce, David L.
    JOURNAL OF CARDIAC SURGERY, 2021, 36 (03) : 864 - 871
  • [44] Prophylactic Application of an Intra-Aortic Balloon Pump in High-Risk Patients Undergoing Off-Pump Coronary Artery Bypass Grafting
    Ding, WenJun
    Ji, Qiang
    Wei, Qiang
    Shi, YunQing
    Ma, RunHua
    Wang, ChunSheng
    CARDIOLOGY, 2015, 131 (02) : 109 - 115
  • [45] Potentially Risk Factors for New Atrial Fibrillation in Patients Undergoing Coronary Artery Bypass Grafting: A Retrospective Cohort Study
    Wang, Aiwen
    Yuan, Zhuo
    Bu, Xingpeng
    Bi, Shuzhen
    Cheng, Yadong
    Chen, Huanzhen
    THERAPEUTICS AND CLINICAL RISK MANAGEMENT, 2024, 20 : 711 - 718
  • [46] Coronary artery bypass grafting in high-RISk patients randomised to off-or on-Pump surgery: a randomised controlled trial (the CRISP trial)
    Rogers, Chris A.
    Pike, Katie
    Campbell, Helen
    Reeves, Barnaby C.
    Angelini, Gianni D.
    Gray, Alastair
    Altman, Doug G.
    Miller, Helen
    Wells, Sian
    Taggart, David P.
    HEALTH TECHNOLOGY ASSESSMENT, 2014, 18 (44) : 1 - +
  • [47] Use of CHA2DS2-VASc score to predict the risk of ischemic stroke and mortality in patients who underwent coronary artery bypass grafting surgery: a retrospective cohort study
    Duzel, B.
    EUROPEAN REVIEW FOR MEDICAL AND PHARMACOLOGICAL SCIENCES, 2023, 27 (02) : 611 - 619
  • [48] Minimal extracorporeal circulation reduces the incidence of postoperative major adverse events after elective coronary artery bypass grafting in high-risk patients. A single-institutional prospective randomized study
    Asteriou, C.
    Antonitsis, P.
    Argiriadou, H.
    Deliopoulos, A.
    Konstantinou, D.
    Foroulis, C.
    Papakonstantinou, C.
    Anastasiadis, K.
    PERFUSION-UK, 2013, 28 (04): : 350 - 356
  • [49] On-Pump Versus Off-Pump Coronary Artery Bypass Surgery in High-Risk Patients A Retrospective Propensity Score Matching Analysis
    Ji, Qiang
    Mei, YunQing
    Wang, Xisheng
    Ding, Wenjun
    INTERNATIONAL HEART JOURNAL, 2014, 55 (06) : 484 - 488
  • [50] On-pump beating heart coronary surgery for high risk patients requiring emergency multiple coronary artery bypass grafting
    Enrico Ferrari
    Nicolas Stalder
    Ludwig K von Segesser
    Journal of Cardiothoracic Surgery, 3