Biomarker-Based Risk Prediction of Incident Heart Failure in Pre-Diabetes and Diabetes

被引:81
|
作者
Pandey, Ambarish [1 ,2 ]
Vaduganathan, Muthiah [3 ]
Patel, Kershaw, V [1 ,2 ,4 ]
Ayers, Colby [1 ,2 ]
Ballantyne, Christie M. [5 ]
Kosiborod, Mikhail N. [6 ,7 ]
Carnethon, Mercedes [8 ]
DeFilippi, Christopher [9 ]
McGuire, Darren K. [1 ,2 ]
Khan, Sadiya S. [8 ]
Caughey, Melissa C. [10 ,11 ]
de Lemos, James A. [1 ,2 ]
Everett, Brendan M. [12 ,13 ,14 ]
机构
[1] Univ Texas Southwestern Med Ctr Dallas, Dept Internal Med, Div Cardiol, Dallas, TX USA
[2] Parkland Hlth & Hosp Syst, Dallas, TX USA
[3] Harvard Med Sch, Brigham & Womens Hosp, Dept Med, Heart & Vasc Ctr, Boston, MA 02115 USA
[4] Houston Methodist DeBakey Heart & Vasc Ctr, Dept Cardiol, Houston, TX USA
[5] Baylor Coll Med, Dept Med, Houston, TX USA
[6] St Lukes Mid Amer Heart Inst, Kansas City, MO USA
[7] Univ Missouri, Kansas City, MO 64110 USA
[8] Northwestern Univ, Dept Prevent Med, Feinberg Sch Med, Chicago, IL USA
[9] Inova Heart & Vasc Inst, Falls Church, VA USA
[10] Univ N Carolina, Joint Dept Biomed Engn, Chapel Hill, NC USA
[11] North Carolina State Univ, Chapel Hill, NC USA
[12] Brigham & Womens Hosp, Dept Med, Div Cardiovasc, Boston, MA USA
[13] Brigham & Womens Hosp, Dept Med, Div Prevent Med, Boston, MA USA
[14] Harvard Med Sch, Boston, MA 02115 USA
基金
美国国家卫生研究院;
关键词
biomarkers; diabetes; pre-diabetes; risk prediction; SGLT-2; inhibitors; ATHEROSCLEROSIS RISK; CARDIOVASCULAR RISK; POPULATION; MORTALITY; GLUCOSE; OUTCOMES;
D O I
10.1016/j.jchf.2020.10.013
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVES This study evaluated the application of a biomarker-based risk score to identify individuals with dys-glycemia who are at high risk for incident heart failure (HF) and to inform allocation of effective preventive interventions. BACKGROUND Risk stratification tools to identify patients with diabetes and pre-diabetes at highest risk for HF are needed to inform cost-effective allocation of preventive therapies. Whether a biomarker score can meaningfully stratify HF risk is unknown. METHODS Participants free of cardiovascular disease from 3 cohort studies (ARIC [Atherosclerosis Risk In Communities], DHS [Dallas Heart Study], and MESA [Multi-Ethnic Study of Atherosclerosis]) were included. An integer-based biomarker score included high-sensitivity cardiac troponin T >= 6 ng/l, N-terminal pro-B-type natriuretic peptide >= 125 pg/ml, high-sensitivity C-reactive protein >= 3 mg/l, and left ventricular hypertrophy by electrocardiography, with 1 point for each abnormal parameter. The 5-year risk of HF was estimated among participants with diabetes and pre-diabetes across biomarker score groups (0 to 4). RESULTS The primary analysis included 6,799 participants with dysglycemia (diabetes: 33.2%; pre-diabetes: 66.8%). The biomarker score demonstrated good discrimination and calibration for predicting 5- and 10-year HF risk among pre-diabetes and diabetes cohorts. The 5-year risk of HF among subjects with a biomarker score of #1 was low and comparable to participants with euglycemia (0.78%). The 5-year risk for HF increased in a graded fashion with an increasing biomarker score, with the highest risk noted among those with scores of >= 3 (diabetes: 12.0%; pre-diabetes: 7.8%). The estimated number of HF events that could be prevented using a sodium-glucose cotransporter-2 inhibitor per 1,000 treated subjects over 5 years was 11 for all subjects with diabetes and ranged from 4 in the biomarker score zero group to 44 in the biomarker score >= 3 group. CONCLUSIONS Among adults with diabetes and pre-diabetes, a biomarker score can stratify HF risk and inform allocation of HF prevention therapies. (c) 2021 by the American College of Cardiology Foundation.
引用
收藏
页码:215 / 223
页数:9
相关论文
共 50 条
  • [21] Construction of a 3-year risk prediction model for developing diabetes in patients with pre-diabetes
    Yang, Jianshu
    Liu, Dan
    Du, Qiaoqiao
    Zhu, Jing
    Lu, Li
    Wu, Zhengyan
    Zhang, Daiyi
    Ji, Xiaodong
    Zheng, Xiang
    FRONTIERS IN ENDOCRINOLOGY, 2024, 15
  • [22] Periodontal disease is associated with increased risk of Diabetes and Pre-diabetes
    Chee, H. K.
    DIABETES RESEARCH AND CLINICAL PRACTICE, 2022, 186
  • [23] Biomarker-based visceral adiposity score and incident type 2 diabetes in the multiethnic cohort
    Maskarinec, Gertraud
    Raquinio, Phyllis Ash
    Setiawan, Veronica W.
    Ernst, Thomas
    Franke, Adrian A.
    Buchthal, Steven D.
    Shepherd, John A.
    Wilkens, Lynne R.
    Lim, Unhee
    Le Marchand, Loic
    ANNALS OF EPIDEMIOLOGY, 2021, 63 : 29 - 34
  • [24] Glucose Intolerance in Pregnancy and Future Risk of Pre-Diabetes or Diabetes
    Retnakaran, Ravi
    Qi, Ying
    Sermer, Mathew
    Connelly, Philip W.
    Hanley, Anthony J. G.
    Zinman, Bernard
    DIABETES CARE, 2008, 31 (10) : 2026 - 2031
  • [25] Behavioural strategies to reduce diabetes risk in adults with pre-diabetes
    Jecht, M.
    DIABETOLOGE, 2010, 6 (04): : 295 - 296
  • [26] Biomarker-based risk prediction in the community
    AbouEzzeddine, Omar F.
    McKie, Paul M.
    Scott, Christopher G.
    Rodeheffer, Richard J.
    Chen, Horng H.
    Felker, G. Michael
    Jaffe, Allan S.
    Burnett, John C.
    Redfield, Margaret M.
    EUROPEAN JOURNAL OF HEART FAILURE, 2016, 18 (11) : 1342 - 1350
  • [27] Pre-diabetes and diabetes: Medical risk factors and periodontal conditions
    Altamash, Murad
    Arledal, Sophia
    Klinge, Bjorn
    Engstrom, Per-Erik
    ACTA ODONTOLOGICA SCANDINAVICA, 2013, 71 (06) : 1625 - 1631
  • [28] Diabetes Risk Calculator: A simple tool for detecting undiagnosed diabetes and pre-diabetes
    Heikes, Kenneth E.
    Eddy, David M.
    Arondekar, Bhakti
    Schlessinger, Leonard
    DIABETES CARE, 2008, 31 (05) : 1040 - 1045
  • [29] Novel inflammatory markers for incident pre-diabetes and type 2 diabetes: the Rotterdam Study
    Adela Brahimaj
    Symen Ligthart
    Mohsen Ghanbari
    Mohammad Arfan Ikram
    Albert Hofman
    Oscar H. Franco
    Maryam Kavousi
    Abbas Dehghan
    European Journal of Epidemiology, 2017, 32 : 217 - 226
  • [30] Novel inflammatory markers for incident pre-diabetes and type 2 diabetes: the Rotterdam Study
    Brahimaj, Adela
    Ligthart, Symen
    Ghanbari, Mohsen
    Ikram, Mohammad Arfan
    Hofman, Albert
    Franco, Oscar H.
    Kavousi, Maryam
    Dehghan, Abbas
    EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2017, 32 (03) : 217 - 226