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DOI 10.1093/ejhf/xuag298

Медицинская библиотека · European journal of heart failure · 2026

Longitudinal proteomic organ-specific aging in heart failure.

Qu Kaiyong, Diez Benavente Ernest, Hatip Ünlü Ezgi, van Ommen Anne-Mar L N, Handoko M Louis, Teske Arco J, Cramer Maarten Jan, Asselbergs Folkert W, Rutten Frans H, Boersma Eric, den Ruijter Hester M, Onland-Moret N Charlotte, Kardys Isabella, Dal Canto Elisa

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Аннотация

BACKGROUND

Heart failure (HF) is a systemic syndrome affecting multiple organs. Organ age gaps (OAGs), quantifying organ-level aging from plasma proteomics, are linked to organ-specific disease including HF but have been studied exclusively cross-sectionally. We examined how organ-specific aging evolves within individuals over the course of HF and whether it carries prognostic information beyond established HF markers.

METHODS

We studied two complementary cohorts with repeated plasma proteomic profiling: 557 individuals including those at risk for HF, pre-HF, and newly diagnosed HF (HELPFul, mainly HFpEF)and 382 patients with established HF (Bio-SHiFT, all LVEF < 50%). OAGs for five organs plus a conventional clock were z-scored. Within each cohort, we modelled longitudinal OAG trajectories using linear mixed-effects models, and, in Bio-SHiFT, related OAGs to the primary endpoint using Cox models with progressive adjustment up to NT-proBNP and troponin T.

RESULTS

Baseline OAGs differed across HF severity in both cohorts. Longitudinally, 50 HELPFul individuals with LVDD showed increasing artery and immune OAGs over 4.6 years. In Bio-SHiFT, event-free patients had stable trajectories, whereas those with adverse events showed sharply accelerating multi-organ aging over 2.1 years (immune β = 0.36 z-score per year, 95% CI 0.26 to 0.47; heart β = 0.29, 95% CI 0.17 to 0.40). Higher OAGs predicted the primary endpoint, and the kidney, lung, and immune OAGs remained prognostic after full adjustment including NT-proBNP and troponin T.

CONCLUSION

In this exploratory study, multi-organ aging accelerated before adverse events, and the kidney, lung, and immune OAGs predicted outcome independently of conventional severity markers, supporting a dynamic, organ-level view of HF risk that warrants confirmation in larger cohorts.

Для цитирования: Qu Kaiyong, Diez Benavente Ernest, Hatip Ünlü Ezgi, van Ommen Anne-Mar L N, Handoko M Louis, Teske Arco J, Cramer Maarten Jan, Asselbergs Folkert W, Rutten Frans H, Boersma Eric, den Ruijter Hester M, Onland-Moret N Charlotte, Kardys Isabella, Dal Canto Elisa. Longitudinal proteomic organ-specific aging in heart failure.. European journal of heart failure. 2026. DOI: 10.1093/ejhf/xuag298.
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