- Design
- systematic review and meta-analysis of 3 observational studies, PROSPERO registered
- Population
- 899,629 adults, of whom 47,610 had MASLD
- Primary outcome
- prevalence of clinically diagnosed heart failure with preserved ejection fraction
- Effect
- 2.2% versus 1.85%; pooled odds ratio 1.35 (95% CI 1.26-1.45), absolute increase 0.35 percentage points, I squared 0%
Three studies - two cohorts and one cross-sectional analysis, 899,629 people including 47,610 with MASLD - were pooled to estimate how often clinically diagnosed heart failure with preserved ejection fraction occurs in MASLD. Prevalence was 2.2% with MASLD against 1.85% without, giving a pooled odds ratio of 1.35 (95% CI 1.26 to 1.45, p<0.0001) with no heterogeneity at all.
The authors state plainly that the absolute risk increase is 0.35 percentage points and that the finding should be regarded as hypothesis-generating, which is the honest framing of three studies with a shared risk-factor problem: MASLD, obesity, diabetes and hypertension travel together, and HFpEF is caused by all of them.
What is usable is directional rather than numerical. Breathlessness and exercise intolerance in a patient with MASLD, particularly one with advanced fibrosis, should prompt a cardiac assessment rather than being attributed to deconditioning or weight - and that is a low-cost change in threshold. Instituting a screening protocol on the strength of a 0.35 percentage point difference is not supported, and the paper does not claim it is.
- Assess breathlessness in a MASLD patient cardiologically rather than attributing it to weight
- Treat shared risk factors - blood pressure, glycaemia, weight - which is the intervention either way
- Do not institute echocardiographic screening in MASLD on this evidence
- Note that advanced fibrosis is where the risk concentrates, so stage the liver disease
- Remember GLP-1 receptor agonists sit at the intersection of both conditions and are already indicated for many of these patients
Why it matters
It names a cardiac question that MASLD clinics rarely ask, while showing the effect is too small to justify a screening programme.
Don't overread it
Three observational studies with shared risk factors - this cannot show MASLD causes HFpEF.
The statistics, in plain English
This is the clearest recent illustration of relative and absolute risk diverging. A 35% relative increase sounds substantial; the underlying figures are 2.2% against 1.85%, so about 285 people with MASLD would need to be followed for one extra HFpEF diagnosis. Zero heterogeneity across only three studies is not reassurance, it is a consequence of having few studies. And with two cohorts and one cross-sectional study, residual confounding by obesity, diabetes and hypertension - all causes of HFpEF in their own right - cannot be excluded by any amount of adjustment.
Read the rest in the app
You have read your two free briefings this month. The app carries all 27 specialties, every morning, free — and this finding is waiting in it.

Scan to keep reading on your phone. No account needed to start.
Tomorrow morning, before your first patient
One edition a day for gastroenterology & hepatology, written by the desk, every claim tied to its paper. Six minutes.
Get the app — free