| Literature DB >> 35032034 |
Setor K Kunutsor1,2,3,4, Sae Young Jae5, Timo H Mäkikallio6,7, Jari A Laukkanen4,8,9.
Abstract
Entities:
Keywords: cardiorespiratory fitness; cohort study; heart failure; risk factor; socioeconomic status
Mesh:
Year: 2022 PMID: 35032034 PMCID: PMC9285703 DOI: 10.1111/eci.13744
Source DB: PubMed Journal: Eur J Clin Invest ISSN: 0014-2972 Impact factor: 5.722
Baseline characteristics of study participants
| Characteristics |
Overall Mean (SD) or median (IQR) or |
High CRF Mean (SD) or median (IQR) or |
Low CRF Mean (SD) or median (IQR) or |
|
|---|---|---|---|---|
| Socio‐economic status | 8.26 (4.24) | 7.54 (4.30) | 8.98 (4.04) | <.001 |
| Cardiorespiratory fitness (ml/kg/min) | 30.8 (7.9) | 36.9 (5.3) | 24.6 (4.5) | <.001 |
| Questionnaire/Prevalent conditions | ||||
| Age (years) | 52 (5) | 51 (5) | 54 (4) | <.001 |
| History of type 2 diabetes | 58 (3.2) | 13 (1.4) | 45 (4.9) | <.01 |
| Current smoking | 591 (32.3) | 248 (27.1) | 343 (37.5) | <.01 |
| History of CHD | 379 (20.7) | 95 (10.4) | 284 (31.0) | <.01 |
| Physical measurements | ||||
| BMI (kg/m2) | 26.8 (3.5) | 25.8 (2.8) | 27.9 (3.7) | <.001 |
| SBP (mmHg) | 134 (16) | 132 (15) | 136 (18) | <.001 |
| DBP (mmHg) | 89 (10) | 88 (10) | 90 (11) | <.001 |
| Heart rate (bpm) | 62 (11) | 61 (10) | 64 (11) | <.001 |
| Total PA (kj/day) | 1171 (633–1963) | 1260 (685–2023) | 1071 (569–1888) | .011 |
| Blood biomarkers | ||||
| Total cholesterol (mmol/l) | 5.91 (1.08) | 5.83 (1.08) | 5.99 (1.07) | .001 |
| HDL‐C (mmol/l) | 1.29 (0.30) | 1.34 (0.30) | 1.23 (0.28) | <.001 |
| Fasting plasma glucose (mmol/l) | 5.31 (1.14) | 5.13 (0.78) | 5.48 (1.39) | <.001 |
Abbreviations: BMI, body mass index; CHD, coronary heart disease; CRF, cardiorespiratory fitness; DBP, diastolic blood pressure; HDL‐C, high‐density lipoprotein cholesterol; IQR, interquartile range; PA, physical activity; SBP, systolic blood pressure; SD, standard deviation.
Separate and joint associations of socioeconomic status and cardiorespiratory fitness with risk of heart failure
| Exposure categories | Events/Total | Model 1 | Model 2 | Model 3 | |||
|---|---|---|---|---|---|---|---|
| HR (95% CI) |
| HR (95% CI) |
| HR (95% CI) |
| ||
| Socioeconomic status | |||||||
| Per SD increase in SES | 364/1831 | 1.41 (1.27–1.58) | <.001 | 1.27 (1.14–1.42) | <.001 | 1.27 (1.14–1.43) | <.001 |
| High SES | 146/922 | ref | ref | ref | |||
| Low SES | 218/909 | 1.67 (1.35–2.07) | <.001 | 1.43 (1.15–1.79) | .001 | 1.41 (1.13–1.76) | .002 |
| CRF (ml/kg/min) | |||||||
| Per SD increase in CRF | 364/1831 | 0.62 (0.55–0.70) | <.001 | 0.78 (0.68–0.90) | <.001 | 0.78 (0.68–0.89) | <.001 |
| Low CRF | 226/916 | ref | ref | ref | |||
| High CRF | 138/915 | 0.49 (0.40–0.61) | <.001 | 0.70 (0.55–0.89) | .003 | 0.69 (0.55–0.88) | .002 |
| Socioeconomic status and CRF (ml/kg/min) combination | |||||||
| High SES‐Low CRF | 88/390 | ref | ref | NA | |||
| Low SES‐ Low CRF | 138/526 | 1.45 (1.11–1.89) | .007 | 1.32 (1.01–1.74) | .045 | NA | |
| High SES‐High CRF | 58/532 | 0.43 (0.31–0.60) | <.001 | 0.62 (0.43–0.89) | .009 | NA | |
| Low SES‐High CRF | 80/383 | 0.82 (0.61–1.11) | .21 | 1.01 (0.73–1.39) | .96 | NA | |
Cut‐offs for SES and CRF were based on the median values.
Model 1: Adjusted for age.
Model 2: Model 1 plus systolic blood pressure, body mass index, heart rate, smoking status, history of type 2 diabetes, history of CHD, total cholesterol, high‐density lipoprotein cholesterol, and physical activity.
Model 3: Model 2 plus CRF for SES and SES for CRF.
Abbreviations: CHD, coronary heart disease; CI, confidence interval; CRF, cardiorespiratory fitness; HR, hazard ratio; NA, not applicable; ref, reference; SD, standard deviation; SES, socioeconomic status.
FIGURE 1Restricted cubic splines of the hazard ratios of incident heart failure with socioeconomic status and cardiorespiratory fitness. (A) Socioeconomic status and HF risk; (B) Cardiorespiratory fitness and HF risk. CRF, cardiorespiratory fitness; HF, heart failure; SES, socioeconomic status. Models were adjusted for age, systolic blood pressure, body mass index, heart rate, smoking status, history of type 2 diabetes, history of coronary heart disease, total cholesterol, high‐density lipoprotein cholesterol, and physical activity
FIGURE 2Restricted cubic splines of the hazard ratios of incident heart failure with socioeconomic status and cardiorespiratory fitness in subgroups of each exposure. (A) SES and HF risk in low CRF group (p‐value for nonlinearity =.43); (B) SES and HF risk in high CRF group (p‐value for nonlinearity =.48); (C) CRF and HF risk in high SES group (p‐value for nonlinearity =.86); (D) CRF and HF risk in low SES group (p‐value for nonlinearity =.43). CRF, cardiorespiratory fitness; HF, heart failure; SES, socioeconomic status. Models were adjusted for age, systolic blood pressure, body mass index, heart rate, smoking status, history of type 2 diabetes, history of coronary heart disease, total cholesterol, high‐density lipoprotein cholesterol and physical activity
FIGURE 3Interactions of the associations of socioeconomic status and cardiorespiratory fitness with incident heart failure. (A) Per 1 standard deviation increase in exposures (B) low/high vs. high/low categories of exposures. CI, confidence interval; CRF, cardiorespiratory fitness; HF, heart failure; HR, hazard ratio; SES, socioeconomic status; HRs are adjusted for age, systolic blood pressure, body mass index, heart rate, smoking status, history of type 2 diabetes, history of coronary heart disease, total cholesterol, high‐density lipoprotein cholesterol and physical activity; *, p‐value for interaction