# Allostatic load and progression of cardio-renal multimorbidity: A UK biobank study

**Authors:** Qianshen Zhu, Lingling Xu, Zhixing Fan, Hongbo Li

PMC · DOI: 10.1371/journal.pone.0339576 · PLOS One · 2026-01-05

## TL;DR

This study shows that long-term physiological stress, measured as allostatic load, increases the risk of developing and worsening cardio-renal disease combinations.

## Contribution

The study identifies allostatic load as a key modifiable risk factor for cardio-renal multimorbidity progression.

## Key findings

- Higher allostatic load significantly increases the risk of transitioning from health to first cardio-renal disease.
- Allostatic load has a stronger association with chronic kidney disease than cardiovascular disease.
- Younger individuals and those with higher socioeconomic status show more pronounced effects of allostatic load.

## Abstract

Cardio-renal multimorbidity (CRM), the coexistence of cardiovascular disease (CVD) and chronic kidney disease (CKD), imposes a significant healthcare burden. Allostatic load (AL), indicating cumulative physiological dysregulation from chronic stress, may be a modifiable risk factor for CRM.

This study included 396,927 participants with a median follow-up of 13.67 years. AL was assessed via 10 biomarkers. Multistate models were used to analyze transitions from health to first cardio-renal disease (FCRD), to CRM, and to death.

Higher AL was significantly associated with increased risks of progression from health to FCRD, to CRM, and to death. The transition from FCRD to CRM was most affected by high AL. AL also had a stronger association with the transition from health to CKD than to CVD. Stratified analyses showed more pronounced associations in younger participants, those with higher socioeconomic status (SES), and unhealthy diets.

AL is a significant upstream factor in CRM development and progression. Early identification of individuals with high AL could aid in risk assessment and prevention strategies for CRM.

## Linked entities

- **Diseases:** cardiovascular disease (MONDO:0004995), chronic kidney disease (MONDO:0005300)

## Full-text entities

- **Diseases:** death (MESH:D003643), CVD (MESH:D002318), CKD (MESH:D051436), CRM (MESH:D059347)

## Full text

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## Figures

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## References

38 references — full list in the complete paper: https://tomesphere.com/paper/PMC12768364/full.md

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Source: https://tomesphere.com/paper/PMC12768364