Longitudinal changes in blood-borne geroscience biomarkers: results from a population-based study
Multi-marker approaches are well suited for untangling the intrinsic complexity of aging and related conditions. Herein, we quantified (1) baseline concentrations of a panel of geroscience biomarkers pertaining to four biological domains (i.e., metabolism, inflammation, vascular/organ dysfunction and cellular senescence, and neurodegeneration) in individuals aged ≥60 years; (2) investigated linear and non-linear changes in biomarker levels over a 6-year period according to age and sex; and (3) described the relationships among geroscience biomarkers at baseline and follow-up. We found that repeated measures of age-dependent changes of 47 blood-borne biomarkers over 6 years had differential associations depending on the biological domains. The most relevant biomolecules in the associations between age and repeated assessments were (1) adiponectin, C-peptide, renin (metabolism), (2) CXCL10, IL-1α, IL-1β, IL-6, IL-10, IL-12p70, MPO (inflammation), (3) cystatin C, MMP7, MMP12, VCAM-1 (vascular/organ dysfunction and cellular senescence), and (4) S100B and Tau protein (neurodegeneration). Among these molecules, a negative association with increasing age was found for IL-1α, IL-1β, IL-12p70, S100B, and Tau protein. Non-linear relationships were also identified with age for IGFBP-1, leptin, β2M, TNFRSF1B, fibrinogen, GDF-15, N-cadherin, and BDNF. Our results indicate that inflammatory and metabolic biomolecules are strongly associated with aging over 6 years of follow-up. Whether the biological pathways reflected by these biomarkers contribute to the aging process or are associated with negative health-related events needs to be explored through comprehensive multi-omics longitudinal analysis in larger cohorts.
Authors
- Riccardo Calvani (ORCID: https://orcid.org/0000-0001-5472-2365)
- Amaia Calderón‐Larrañaga (ORCID: https://orcid.org/0000-0001-9064-9222)
- Ngoc Viet Nguyen (ORCID: https://orcid.org/0000-0002-4455-3171)
- Claudia Fredolini (ORCID: https://orcid.org/0000-0002-7674-2014)
- Emanuele Marzetti (ORCID: https://orcid.org/0000-0001-9567-6983)
- Anna Picca (ORCID: https://orcid.org/0000-0001-7032-3487)
- Matilda Dale (ORCID: https://orcid.org/0000-0002-5788-7744)
- Davide Liborio Vetrano (ORCID: https://orcid.org/0000-0002-3099-4830)
Institutions
- Università Cattolica del Sacro Cuore (IT)
- Libera Università Maria SS. Assunta (IT)
- Stockholm University (SE)
- Science for Life Laboratory (SE)
- Agostino Gemelli University Polyclinic (IT)
- Karolinska Institutet (SE)
- Stockholm Gerontology Research Center Foundation (SE)
- KTH Royal Institute of Technology (SE)
Publication Details
- Journal
- GeroScience
- Published
- 2025-04-23
- DOI
- https://doi.org/10.1007/s11357-025-01666-x
- Citations
- 2
- Primary Topic
- Adipokines, Inflammation, and Metabolic Diseases
- Type
- article
- Field-Weighted Citation Impact
- 2.71
Funders
- European Commission
- Ministero della Salute
- Karolinska Institutet
- Vetenskapsrådet
- Università Cattolica del Sacro Cuore