Lipoprotein(a) and the pooled cohort equations for ASCVD risk prediction: The Multi-Ethnic Study of Atherosclerosis

被引:3
|
作者
Bhatia, Harpreet S. [1 ]
Rikhi, Rishi [2 ]
Allen, Tara S. [3 ]
Yeang, Calvin [1 ]
Guan, Weihua [4 ]
Garg, Parveen K. [5 ]
Tsai, Michael Y. [6 ]
Criqui, Michael H. [1 ,3 ]
Shapiro, Michael D. [2 ]
Tsimikas, Sotirios [1 ,7 ]
机构
[1] Univ Calif San Diego, Dept Med, Div Cardiol, La Jolla, CA USA
[2] Wake Forest Univ, Sch Med, Dept Internal Med, Sect Cardiovasc Med, Winston Salem, NC USA
[3] Univ Calif La Jolla, Dept Family Med, Div Prevent Med, La Jolla, CA USA
[4] Univ Minnesota, Sch Publ Hlth, Div Biostat, Minneapolis, MN USA
[5] Univ Southern Calif, Dept Med, Div Cardiol, Los Angeles, CA USA
[6] Univ Minnesota, Dept Lab Med & Pathol, Minneapolis, MN USA
[7] Univ Calif San Diego, Sulpizio Cardiovasc Ctr, Vasc Med Program, 9500 Gilman Dr,BSB 1080, La Jolla, CA 92093 USA
基金
美国国家卫生研究院;
关键词
Lipoprotein(a); Risk prediction; Cardiovascular disease; ASCVD; PCE; CARDIOVASCULAR-DISEASE; CHOLESTEROL; BIOMARKERS; EVENTS;
D O I
10.1016/j.atherosclerosis.2023.117217
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background and aims: Lipoprotein(a) [Lp(a)] is an independent risk factor for atherosclerotic cardiovascular disease (ASCVD) but is not included in the Pooled Cohort Equations (PCE). We aimed to assess how well the PCE predict 10-year event rates in individuals with elevated Lp(a), and whether the addition of Lp(a) improves risk prediction. Methods: We compared observed versus PCE-predicted 10-year ASCVD event rates, stratified by Lp(a) level and ASCVD risk category using Poisson regression, and evaluated the association between Lp(a) > 50 mg/dL and ASCVD risk using Cox proportional hazards models in the Multi-Ethnic Study of Atherosclerosis (MESA). We evaluated the C-index and net reclassification improvement (NRI) with addition of Lp(a) to the PCE. Results: The study population included 6639 individuals (20%, n = 1325 with elevated Lp(a)). The PCE accurately predicted 10-year event rates for individuals with elevated Lp(a) with observed event rates falling within predicted limits. Elevated Lp(a) was associated with increased risk of CVD events overall (HR 1.27, 95% CI 1.00-1.60), particularly in low (HR 2.45, 95% CI 1.40-4.31), and high-risk (HR 1.41, 95% CI 1.02-1.96) individuals. Continuous NRI (95% CI) with the addition of Lp(a) to the PCE for CVD was 0.0963 (0.0158-0.1953) overall, and 0.2999 (0.0876, 0.5525) among low-risk individuals. Conclusions: The PCE performs well for event rate prediction in individuals with elevated Lp(a). However, Lp(a) is associated with increased CVD risk, and the addition of Lp(a) to the PCE improves risk prediction, particularly among low-risk individuals. These results lend support for increasing use of Lp(a) testing for risk assessment.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] Evaluation of Risk Prediction Models of Atrial Fibrillation (from the Multi-Ethnic Study of Atherosclerosis [MESA])
    Bundy, Joshua D.
    Heckbert, Susan R.
    Chen, Lin Y.
    Lloyd-Jones, Donald M.
    Greenland, Philip
    AMERICAN JOURNAL OF CARDIOLOGY, 2020, 125 (01) : 55 - 62
  • [22] Performance of the pooled cohort equations in cancer survivors: the Atherosclerosis Risk in Communities study
    Elizabeth J Polter
    Anne Blaes
    Julian Wolfson
    Pamela L. Lutsey
    Roberta Florido
    Corinne E. Joshu
    Avirup Guha
    Elizabeth A. Platz
    Anna Prizment
    Journal of Cancer Survivorship, 2024, 18 : 124 - 134
  • [23] Deep neural survival networks for cardiovascular risk prediction: The Multi-Ethnic Study of Atherosclerosis (MESA)
    Hathaway, Quincy A.
    Yanamala, Naveena
    Budoff, Matthew J.
    Sengupta, Partho P.
    Zeb, Irfan
    COMPUTERS IN BIOLOGY AND MEDICINE, 2021, 139
  • [24] The utility of silent myocardial infarction on electrocardiogram as an ASCVD risk enhancer for primary prevention: The multi-ethnic study of atherosclerosis
    Singleton, Matthew J.
    German, Charles A.
    Soliman, Elsayed Z.
    Burke, Gregory L.
    Yeboah, Joseph
    JOURNAL OF ELECTROCARDIOLOGY, 2021, 65 : 105 - 109
  • [25] Thoracic extra-coronary calcification for the prediction of stroke: The Multi-Ethnic Study of Atherosclerosis
    Kianoush, Sina
    Al Rifai, Mahmoud
    Cainzos-Achirica, Miguel
    Al-Mallah, Mouaz H.
    Tison, Geoffrey H.
    Yeboah, Joseph
    Miedema, Michael D.
    Allison, Matthew A.
    Wong, Nathan D.
    DeFilippis, Andrew P.
    Longstreth, William
    Nasir, Khurram
    Budoff, Matthew J.
    Matsushita, Kunihiro
    Blaha, Michael J.
    ATHEROSCLEROSIS, 2017, 267 : 61 - 67
  • [26] Prediction of Atrial Fibrillation in a Racially Diverse Cohort: The Multi-Ethnic Study of Atherosclerosis (MESA)
    Alonso, Alvaro
    Roetker, Nicholas S.
    Soliman, Elsayed Z.
    Chen, Lin Y.
    Greenland, Philip
    Heckbert, Susan R.
    JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2016, 5 (02):
  • [27] Sleep Irregularity and Risk of Cardiovascular Events The Multi-Ethnic Study of Atherosclerosis
    Huang, Tianyi
    Mariani, Sara
    Redline, Susan
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2020, 75 (09) : 991 - 999
  • [28] Homocysteine and Incident Atrial Fibrillation: The Atherosclerosis Risk in Communities Study and the Multi-Ethnic Study of Atherosclerosis
    Kubota, Yasuhiko
    Alonso, Alvaro
    Heckbert, Susan R.
    Norby, Faye L.
    Folsom, Aaron R.
    HEART LUNG AND CIRCULATION, 2019, 28 (04) : 615 - 622
  • [29] Progression of valvular calcification and risk of incident stroke: The Multi-Ethnic Study of Atherosclerosis (MESA)
    Fashanu, Oluwaseun E.
    Bizanti, Anas
    Al-Abdouh, Ahmad
    Zhao, Di
    Budoff, Matthew J.
    Thomas, Isac C.
    Longstreth, W. T., Jr.
    Michos, Erin D.
    ATHEROSCLEROSIS, 2020, 307 : 32 - 38
  • [30] Carotid Ultrasound, Coronary Calcium, and Dyslipidemia Patterns in the MESA (Multi-Ethnic Study of Atherosclerosis) Cohort
    Mancini, G. B. John
    Frohlich, Jiri
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2010, 56 (13) : 1042 - 1044