Back

Body mass index and heart failure risk: a cohort study in 1.5 million individuals and Mendelian randomisation analysis

Katsoulis, M.; Lumbers, T.; Henry, A.; Mordi, I.; Lang, C.; Hemingway, H.; Langenberg, C.; Holmes, M.; Sattar, N.

2020-09-25 cardiovascular medicine
10.1101/2020.09.23.20200360
Show abstract

AimsElevated body mass index (BMI) is a known risk factor for heart failure (HF), however, the underlying mechanisms are incompletely understood. The aim of this study was to investigate the role of common HF risk factors as potential mediators. Methods and ResultsElectronic health record data from primary care, hospital admissions and death registrations in England were used to perform an observational analysis. Data for 1.5 million individuals aged 18 years or older, with BMI measurements and free from heart failure at baseline, were included between 1998 and 2016. Cox models were used to estimate the association between BMI and HF with and without adjustment for atrial fibrillation (AF), diabetes mellitus (DM), coronary heart disease (CHD), and hypertension (HTN). Univariable and multivariable two-sample Mendelian randomisation was performed to estimate causal effects. Among non-underweight individuals, BMI was positively associated with HF with a 1-SD ([~] 4.8kg/m2) higher BMI associated with a hazard ratio (HR) of 1.31 (95% confidence interval [CI] 1.30, 1.32). Genetically predicted BMI yielded a causal odds ratio (OR) of 1.64 per 4.8 kg/m2 BMI (95% CI 1.58, 1.70) which attenuated by 41% (to OR of 1.38 (95% CI 1.31 - 1.45), when simultaneously accounting for AF, DM, CHD and SBP. ConclusionAbout 40% of the excess risk of HF due to adiposity is driven by SBP, AF, DM and CHD. These findings highlight the importance of the prevention and treatment of excess adiposity and downstream HF risk factors to prevent HF, even in people in whom the above risk factors are well managed. One-sentence summaryThis study of the role of excess adiposity as a risk factor for HF, including an observational analysis of measured BMI 1.5 million individuals and multivariable MR analysis of genetically elevated BMI, provides evidence that adiposity is causally associated with HF, with approximately 40% of the effect being mediated by conventional risk pathways. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=103 SRC="FIGDIR/small/20200360v1_ufig1.gif" ALT="Figure 1"> View larger version (14K): org.highwire.dtl.DTLVardef@4f7eborg.highwire.dtl.DTLVardef@306863org.highwire.dtl.DTLVardef@15544corg.highwire.dtl.DTLVardef@51675e_HPS_FORMAT_FIGEXP M_FIG C_FIG

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

1
Journal of the American Heart Association
based on 92 papers
Top 2%
11.0%
2
Circulation
based on 37 papers
Top 1.0%
10.1%
3
European Journal of Preventive Cardiology
based on 12 papers
Top 0.1%
7.5%
4
Circulation: Heart Failure
based on 11 papers
Top 0.2%
6.3%
5
European Heart Journal
based on 14 papers
Top 0.5%
5.2%
6
Circulation: Genomic and Precision Medicine
based on 30 papers
Top 2%
4.4%
7
BMC Medicine
based on 155 papers
Top 6%
2.9%
8
PLOS Medicine
based on 95 papers
Top 3%
2.9%
50% of probability mass above
9
Hypertension
based on 20 papers
Top 1%
2.9%
10
Scientific Reports
based on 701 papers
Top 56%
2.8%
11
Nature Communications
based on 483 papers
Top 23%
2.8%
12
European Heart Journal - Digital Health
based on 15 papers
Top 1.0%
2.8%
13
eLife
based on 262 papers
Top 9%
2.8%
14
BMC Cardiovascular Disorders
based on 11 papers
Top 1%
2.4%
15
Open Heart
based on 18 papers
Top 3%
2.4%
16
Journal of the American College of Cardiology
based on 11 papers
Top 0.5%
2.4%
17
International Journal of Obesity
based on 17 papers
Top 1.0%
2.4%
18
Nature Genetics
based on 72 papers
Top 5%
2.3%
19
Frontiers in Cardiovascular Medicine
based on 33 papers
Top 4%
1.8%
20
PLOS ONE
based on 1737 papers
Top 87%
1.8%
21
The American Journal of Cardiology
based on 15 papers
Top 3%
1.6%
22
Atherosclerosis
based on 16 papers
Top 2%
1.6%
23
Nature Medicine
based on 88 papers
Top 11%
1.3%
24
Diabetes, Obesity and Metabolism
based on 14 papers
Top 2%
1.3%
25
International Journal of Epidemiology
based on 65 papers
Top 6%
1.3%
26
Heart
based on 10 papers
Top 3%
0.7%
27
Arteriosclerosis, Thrombosis, and Vascular Biology
based on 11 papers
Top 3%
0.7%