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Open access Sep 2026

Metabolomic profiling identifies plasma protein biomarkers of biological aging

Blood metabolomics capture variation in biological aging, but the circulating proteins that underlie or accompany metabolomic aging and its links to disease and mortality remain underexplored. Here, we integrated metabolomics, proteomics and genetics from UK Biobank to characterize the protein architecture of metabolom...

X. Luo, C. Liu, Y. Xie et al. · 0 citations

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