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Lilian Fernandes Silva

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Open access Oct 2026

Untargeted metabolomics identifies novel metabolites and pathways in Finnish men with heart failure

Early predictors of heart failure (HF) remain poorly defined. We measured plasma metabolites in a population-based Finnish cohort to identify metabolites that independently predict incident HF. We also performed an exploratory analysis of whether selected metabolites improved discrimination beyond traditional clinica...

Lilian Fernandes Silva, J. Vangipurapu, Anniina Oravilahti et al. · 0 citations

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