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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.
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