TY - JOUR
T1 - Risk factors for incident heart failure in age- and sex-specific strata
T2 - a population-based cohort using linked electronic health records
AU - Uijl, Alicia
AU - Koudstaal, Stefan
AU - Direk, Kenan
AU - Denaxas, Spiros
AU - Groenwold, Rolf H.H.
AU - Banerjee, Amitava
AU - Hoes, Arno W.
AU - Hemingway, Harry
AU - Asselbergs, Folkert W.
PY - 2019/10
Y1 - 2019/10
N2 - Aims: Several risk factors for incident heart failure (HF) have been previously identified, however large electronic health records (EHR) datasets may provide the opportunity to examine the consistency of risk factors across different subgroups from the general population. Methods and results: We used linked EHR data from 2000 to 2010 as part of the UK-based CALIBER resource to select a cohort of 871 687 individuals 55 years or older and free of HF at baseline. The primary endpoint was the first record of HF from primary or secondary care. Cox proportional hazards analysis was used to estimate hazard ratios for associations between risk factors and incident HF, separately for men and women and by age category: 55–64, 65–74, and > 75 years. During 5.8 years of median follow-up, a total of 47 987 incident HF cases were recorded. Age, social deprivation, smoking, sedentary lifestyle, diabetes, atrial fibrillation, chronic obstructive pulmonary disease, body mass index, haemoglobin, total white blood cell count and creatinine were associated with HF. Smoking, atrial fibrillation and diabetes showed stronger associations with incident HF in women compared to men. Conclusion: We confirmed associations of several risk factors with HF in this large population-based cohort across age and sex subgroups. Mainly modifiable risk factors and comorbidities are strongly associated with incident HF, highlighting the importance of preventive strategies targeting such risk factors for HF.
AB - Aims: Several risk factors for incident heart failure (HF) have been previously identified, however large electronic health records (EHR) datasets may provide the opportunity to examine the consistency of risk factors across different subgroups from the general population. Methods and results: We used linked EHR data from 2000 to 2010 as part of the UK-based CALIBER resource to select a cohort of 871 687 individuals 55 years or older and free of HF at baseline. The primary endpoint was the first record of HF from primary or secondary care. Cox proportional hazards analysis was used to estimate hazard ratios for associations between risk factors and incident HF, separately for men and women and by age category: 55–64, 65–74, and > 75 years. During 5.8 years of median follow-up, a total of 47 987 incident HF cases were recorded. Age, social deprivation, smoking, sedentary lifestyle, diabetes, atrial fibrillation, chronic obstructive pulmonary disease, body mass index, haemoglobin, total white blood cell count and creatinine were associated with HF. Smoking, atrial fibrillation and diabetes showed stronger associations with incident HF in women compared to men. Conclusion: We confirmed associations of several risk factors with HF in this large population-based cohort across age and sex subgroups. Mainly modifiable risk factors and comorbidities are strongly associated with incident HF, highlighting the importance of preventive strategies targeting such risk factors for HF.
KW - Electronic health records
KW - Heart failure
KW - Incidence
KW - Population attributable risk
KW - Risk factors
UR - http://www.scopus.com/inward/record.url?scp=85059627183&partnerID=8YFLogxK
U2 - 10.1002/ejhf.1350
DO - 10.1002/ejhf.1350
M3 - Article
C2 - 30618162
AN - SCOPUS:85059627183
SN - 1388-9842
VL - 21
SP - 1197
EP - 1206
JO - European Journal of Heart Failure
JF - European Journal of Heart Failure
IS - 10
ER -