Heart Failure Risk Prediction in a Population With a High Burden of Diabetes: Evidence From the Strong Heart Study

被引:1
作者
Martinez-Morata, Irene [1 ]
Domingo-Relloso, Arce [1 ,2 ]
Zhang, Ying [3 ]
Fretts, Amanda M. [4 ]
Pichler, Gernot [5 ]
Garcia Pinilla, Jose Manuel [6 ,7 ,8 ]
Umans, Jason G. [9 ,10 ]
Cole, Shelley A. [11 ]
Sun, Yifei [2 ]
Shimbo, Daichi [12 ]
Navas-Acien, Ana [1 ]
Devereux, Richard B. [13 ]
机构
[1] Columbia Univ, Dept Environm Hlth Sci, Mailman Sch Publ Hlth, 722 168th St,Room 1107, New York, NY 10032 USA
[2] Columbia Univ, Dept Biostat, Mailman Sch Publ Hlth, New York, NY USA
[3] Univ Oklahoma, Ctr Amer Indian Hlth Res, Dept Biostat & Epidemiol, Hlth Sci Ctr, Oklahoma City, OK USA
[4] Univ Washington, Dept Epidemiol, Cardiovasc Hlth Res Unit, Seattle, WA USA
[5] Clin Floridsdorf, Karl Landsteiner Inst Cardiovasc & Crit Care Res, Dept Cardiol, Vienna, Austria
[6] Univ Malaga, Hosp Univ Virgen Victoria, Cardiol Dept, IBIMA BIONAND, Malaga, Spain
[7] Inst Salud Carlos III, Ciber Cardiovasc, Madrid, Spain
[8] Univ Malaga, Med & Dematol Dept, Malaga, Spain
[9] MedStar Hlth Res Inst, Hyattsville, MD USA
[10] Georgetown Howard Univ Ctr Clin & Translat Sci, Georgetown, WA USA
[11] Texas Biomed Res Inst, Populat Hlth Program, San Antonio, TX USA
[12] Columbia Univ, Dept Med, Irving Med Ctr, New York, NY USA
[13] Weill Cornell Med, Dept Med, New York, NY USA
来源
JOURNAL OF THE AMERICAN HEART ASSOCIATION | 2024年 / 13卷 / 17期
关键词
albuminuria; American Indian; cardiovascular; diabetes; heart failure; risk prediction; CARDIOVASCULAR-DISEASE; AMERICAN-INDIANS; ATHEROSCLEROSIS RISK; ALBUMINURIA; MELLITUS; ASSOCIATION; DYSFUNCTION; PREVALENCE; IMPACT; MECHANISMS;
D O I
10.1161/JAHA.123.033772
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Despite the high burden of diabetes and cardiovascular risk factors in American Indian communities in the United States, prospective studies of heart failure (HF) in this population group are scarce, and the generalizability of previous HF risk scales may be limited. We developed a parsimonious HF risk prediction equation that accounts for relevant risk factors affecting American Indian communities, focusing on diabetes and kidney damage.Methods and Results A total of 3059 participants from the SHS (Strong Heart Study) (56 +/- 8 years of age, 58% women) were included. Five hundred seven developed HF. Progressively adjusted Cox proportional hazards models were used to identify risk factors for HF and HF subtypes. Predictors of risk at 5 and 10 years included older age (hazard ratio [HR], 1.79 [95% CI, 1.43-2.25]; HR, 1.68 [95% CI, 1.44-1.95]), smoking (HR, 2.26 [95% CI, 1.23-4.13]; HR, 2.08 [95% CI, 1.41-3.06]), macroalbuminuria (HR, 8.38 [95% CI, 4.44-15.83]; HR, 5.20 [95% CI, 3.42-7.9]), microalbuminuria (HR, 2.72 [95% CI, 1.51-4.90]; HR, 1.92 [95% CI, 1.33, 2.78]), and previous myocardial infarction (HR, 6.58 [95% CI, 2.54-17.03]; HR, 3.87 [95% CI, 2.29-6.54]), respectively. These predictors, together with diabetes diagnosis and glycated hemoglobin were significant at 10 and 28 years. High discrimination performance was achieved (C index, 0.81 [95% CI, 0.76-0.84]; C index, 0.78 [95% CI, 0.75-0.81]; and C index, 0.77 [95% CI, 0.74-0.78] at 5, 10, and up to 28 years of follow up, respectively). Some associations varied across HF subtypes, although diabetes, albuminuria, and previous myocardial infarction were associated with all subtypes.Conclusions This prospective study of HF risk factors in American Indian communities identifies that smoking, body mass index, and indicators of diabetes control and kidney damage (glycated hemoglobin and albuminuria) are major determinants of HF. Our findings can improve HF risk assessment in populations with a high burden of diabetes.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Resting Heart Rate and the Risk of Heart Failure in Healthy Adults The Rotterdam Study
    Nanchen, David
    Leening, Maarten J. G.
    Locatelli, Isabella
    Cornuz, Jacques
    Kors, Jan A.
    Heeringa, Jan
    Deckers, Jaap W.
    Hofman, Albert
    Franco, Oscar H.
    Stricker, Bruno H. Ch.
    Witteman, Jacqueline C. M.
    Dehghan, Abbas
    [J]. CIRCULATION-HEART FAILURE, 2013, 6 (03) : 403 - +
  • [22] Development of Prediction Model to Estimate the Risk of Heart Failure in Diabetes Mellitus
    Qu, Hongling
    Wu, Cuiyun
    Ye, Peiji
    Lv, Weibiao
    [J]. FRONTIERS IN CARDIOVASCULAR MEDICINE, 2022, 9
  • [23] Direct and indirect costs of heart failure in relation to diabetes status - A nationwide study
    Bundgaard, Johan
    Mogensen, Ulrik M.
    Christensen, Stefan
    Ploug, Uffe
    Rorth, Rasmus
    Ibsen, Rikke
    Kjellberg, Jakob
    Kober, Lars
    [J]. NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES, 2022, 32 (08) : 1880 - 1885
  • [24] Impact of mental disorders on the risk of heart failure among Korean patients with diabetes: a cohort study
    Yoo, Tae Kyung
    Han, Kyung-Do
    Rhee, Eun-Jung
    Lee, Won-Young
    [J]. CARDIOVASCULAR DIABETOLOGY, 2023, 22 (01)
  • [25] Population Risk Prediction Models for Incident Heart Failure A Systematic Review
    Echouffo-Tcheugui, Justin B.
    Greene, Stephen J.
    Papadimitriou, Lampros
    Zannad, Faiez
    Yancy, Clyde W.
    Gheorghiade, Mihai
    Butler, Javed
    [J]. CIRCULATION-HEART FAILURE, 2015, 8 (03) : 438 - 447
  • [26] Forecasting Heart Failure Risk in Diabetes
    Verma, Subodh
    Pandey, Ambarish
    Bhatt, Deepak L.
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2022, 79 (23) : 2294 - 2297
  • [27] Diabetes status-related differences in risk factors and mediators of heart failure in the general population: results from the MORGAM/BiomarCaRE consortium
    Vuori, Matti A.
    Reinikainen, Jaakko
    Soderberg, Stefan
    Bergdahl, Ellinor
    Jousilahti, Pekka
    Tunstall-Pedoe, Hugh
    Zeller, Tanja
    Westermann, Dirk
    Sans, Susana
    Linneberg, Allan
    Iacoviello, Licia
    Costanzo, Simona
    Salomaa, Veikko
    Blankenberg, Stefan
    Kuulasmaa, Kari
    Niiranen, Teemu J.
    [J]. CARDIOVASCULAR DIABETOLOGY, 2021, 20 (01)
  • [28] High-Normal Albuminuria and Risk of Heart Failure in the Community
    Blecker, Saul
    Matsushita, Kunihiro
    Koettgen, Anna
    Loehr, Laura R.
    Bertoni, Alain G.
    Boulware, L. Ebony
    Coresh, Josef
    [J]. AMERICAN JOURNAL OF KIDNEY DISEASES, 2011, 58 (01) : 47 - 55
  • [29] Arsenic Exposure, Diabetes Prevalence, and Diabetes Control in the Strong Heart Study
    Gribble, Matthew O.
    Howard, Barbara V.
    Umans, Jason G.
    Shara, Nawar M.
    Francesconi, Kevin A.
    Goessler, Walter
    Crainiceanu, Ciprian M.
    Silbergeld, Ellen K.
    Guallar, Eliseo
    Navas-Acien, Ana
    [J]. AMERICAN JOURNAL OF EPIDEMIOLOGY, 2012, 176 (10) : 865 - 874
  • [30] A risk prediction model for heart failure hospitalization in type 2 diabetes mellitus
    Williams, Brent A.
    Geba, Daniela
    Cordova, Jeanine M.
    Shetty, Sharash S.
    [J]. CLINICAL CARDIOLOGY, 2020, 43 (03) : 275 - 283