Metabolomic signature of weight loss and association with heart failure
Sunderland, N.; Smith, M. I.; McConnachie, A.; Welsh, P.; Taylor, R.; Lean, M. E. J.; Rogers, C. A.; Blazeby, J. M.; Sattar, N.; Paternoster, L.; Lumbers, R. T.; Timpson, N. J.; Corbin, L. J.
Show abstract
BackgroundObesity is a major risk factor for heart failure (HF), but the molecular mediators linking adiposity to HF remain unclear. The molecular mechanisms by which weight loss reduces the risk of HF are also unknown. Understanding these mechanisms could highlight potential therapeutic targets for all HF patients, including those who are normal weight. We aimed to identify a common metabolic perturbation profile by comparing different weight-loss interventions and to estimate their associations with HF using Mendelian randomisation (MR). MethodsWe first integrated mass spectrometry and nuclear magnetic resonance metabolomic profiling from two weight-loss interventions - a structured diet programme (DiRECT trial) and bariatric surgery (By-Band-Sleeve trial) - with estimates of the effect of life-time body mass index (BMI) exposure on metabolite levels through MR analyses, to identify a consistent BMI-metabolite signature across differing sources of BMI variation. We then assessed the impact of these BMI-metabolites on incident HF within a two sample MR framework. Results1706 metabolites were analysed across three different sources of BMI variation: bariatric surgery, dietary intervention and life-time BMI exposure. 153 (9%) showed strong evidence for association with all three exposures with concordant direction of effect, predominantly comprising lipid fractions, lipoproteins, and amino acid metabolites. Among these metabolites, 44 (29%) had evidence of causal association with at least one HF subtype in MR. Notably, circulating levels of the non-lipid metabolites N-acetylglycine and asparagine were each inversely associated with BMI and with the risk of HF and HF with preserved ejection fraction risk, respectively. Both metabolites have previously been implicated in myocardial function and HF. ConclusionsOur findings suggest that despite differences in the modality of weight loss delivery, there exists a consistent metabolomic profile coincident with weight change. Investigating the association of the identified metabolites with HF provides insights into molecular mediators of the effects of adiposity on HF and potential novel targets for therapeutic intervention.
Matching journals
The top 11 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Mesenchymal-specific Alms1 knockout in mice recapitulates key metabolic features of Alström Syndrome 92%
- Extracellular Matrix Abnormalities Contribute to Cardiac Insulin Resistance and Associated Dysfunction in Diet-induced Obese Mice 92%
- Targeted and selective knockout of the TLQP-21 neuropeptide unmasks its unique role in energy homeostasis 91%
Similar papers in this journal
- Lack of evidence for obesity paradox in patients with cardiovascular diseases: A UK BioBank cohort study 93%
- Comparative Effects of Weight Loss and Incretin-Based Therapies on Endothelial Vasodilatory and Fibrinolytic Function 91%
- Cardiovascular autonomic dysfunction precedes cardiovascular disease and all-cause mortality: 11-year follow-up of the ADDITION-PRO study 91%
Similar papers in this journal
- Genome-wide association analysis and Mendelian randomization proteomics identify novel protein biomarkers and drug targets for primary prevention of heart failure 94%
- Proteomic Signature of HIV-Associated Subclinical Left Atrial Remodeling and Incident Heart Failure 93%
- Association of machine learning-derived measures of body fat distribution with cardiometabolic diseases in >40,000 individuals 93%
Similar papers in this journal
- Quantifying the impact of gut microbiota on inflammation and hypertensive organ damage 92%
- Integrated Proteomics Identifies Troponin I Isoform Switch as a Regulator of a Sarcomere-Metabolism Axis During Cardiac Regeneration 91%
- Sodium-myo-inositol cotransporter-1, SMIT1, promotes cardiac hypertrophy and fibrosis induced by pressure overload in mice 90%
Similar papers in this journal
- Cardiovascular disease causes proinflammatory microvascular changes in the human right atrium 91%
- Longitudinal Metabolomics of Human Plasma Reveals Robust Prognostic Markers of COVID-19 Disease Severity 91%
- Insulin and Exercise-induced Phosphoproteomics of Human Skeletal Muscle Identify REPS1 as a New Regulator of Muscle Glucose Uptake 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.