Type 2 & other diabetes

Proteomics mediates the effects of biological aging on the progression of cardio-renal-metabolic comorbidity: a UK biobank cohort study

Cardiovasc DiabetolPublished Prospective cohort study

Authors' conclusion

Biological aging was strongly associated with the progression of CRM comorbidity, and these associations were partly accounted for by specific circulating proteins. These findings highlight the potential of aging-centered strategies and proteomic biomarkers for improving the risk prediction of CRM health and identifying therapeutic targets.

Study context

Population
UK Biobank participants free of cardio-renal-metabolic (CRM) diseases (CVD, CKD, T2D) at baseline; proteomics subpopulation n = 35,118 with 2911 plasma proteins profiled
Participants
330,177 participants
Exposure
Per SD increase in biological aging indicators
Outcome
CRM progression: transitions from no CRM disease to first, double and triple CRM diseases
Methodological detailsmultistate proportional hazards model, mediation analyses
  • Multistate proportional hazards model
  • Mediation analyses

Main finding

As reported in the abstract

CRM progression per SD increase in PhenoAge

Transition to first CRM disease, HR per SD PhenoAge

1.42

95% CI 1.40–1.44

Transition to double CRM disease, HR per SD PhenoAge

1.26

95% CI 1.22–1.31

Transition to triple CRM disease, HR per SD PhenoAge

1.24

95% CI 1.12–1.37

Observational data: associations, not effects.

Further findings

Proteomic mediation of biological aging–CRM progression associations

Circulating key proteins statistically mediating the associations
nine
Largest mediated proportion (GDF15, ADM, HAVCR1)
13.10-43.23%

Original publication

Proteomics mediates the effects of biological aging on the progression of cardio-renal-metabolic comorbidity: a UK biobank cohort study. Cardiovasc Diabetol. Published 9 December 2025. doi:10.1186/s12933-025-03035-6

Composed by AI from the published abstract and checked against it. How Briefs are made →

Get them every week

New studies on this topic in My Week and in your Monday e-mail.

We e-mail you a sign-in link and a code. No password, no spam.