Association between optical coherence tomography–quantified retinal features and cardiovascular risk in cardiovascular–kidney–metabolic syndrome stages 0–3: An analysis of a prospective UK biobank cohort

BACKGROUND: Cardiovascular-kidney-metabolic (CKM) syndrome is strongly associated with cardiovascular disease (CVD) and mortality. Stages 0-3 represent a key preclinical window for early intervention. Retinal optical coherence tomography (OCT) enables non-invasive evaluation of systemic microcirculation, but its prognostic value for CVD in CKM 0-3 remains undetermined. METHODS: We conducted a prospective study of 40,516 UK Biobank participants with CKM syndrome stages 0-3 who had retinal OCT. Cox regression, trend tests, and predictive metrics (NRI, IDI, AUC) were used to evaluate associations and incremental prognostic value of retinal structural markers. RESULTS: Baseline thinner retinal nerve fiber layer (RNFL) and macular thickness were independently associated with higher risks of incident CVD, coronary heart disease, all-cause mortality, and cardiovascular mortality over a subsequent median 14.6-year follow-up (all P < 0.001). Significant linear dose-response relationships were observed. Adding these markers to traditional risk models improved risk classification and discrimination (all P < 0.001). CONCLUSION: Thinner RNFL and macular thickness are independent predictors of adverse cardiovascular outcomes in CKM 0-3. Integrating these OCT-derived biomarkers improves risk stratification, supporting a non-invasive approach for early cardiovascular risk assessment in this high-risk population.

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Journal
PLoS ONE
Published
2026-06-26
DOI
https://doi.org/10.1371/journal.pone.0351945
Primary Topic
Retinal Diseases and Treatments
Type
article
Field-Weighted Citation Impact
0.00

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OCT
article

Association between optical coherence tomography–quantified retinal features and cardiovascular risk in cardiovascular–kidney–metabolic syndrome stages 0–3: An analysis of a prospective UK biobank cohort

Qi Zhu, Chenhao Li, Shudong Xia, Yang Yang et al.
PLoS ONE
Retinal Diseases and Treatments
article

Association between optical coherence tomography–quantified retinal features and cardiovascular risk in cardiovascular–kidney–metabolic syndrome stages 0–3: An analysis of a prospective UK biobank cohort

Qi Zhu, Chenhao Li, Shudong Xia, Yang Yang, Sixiang Jia
article en

Abstract

BACKGROUND: Cardiovascular-kidney-metabolic (CKM) syndrome is strongly associated with cardiovascular disease (CVD) and mortality. Stages 0-3 represent a key preclinical window for early intervention. Retinal optical coherence tomography (OCT) enables non-invasive evaluation of systemic microcirculation, but its prognostic value for CVD in CKM 0-3 remains undetermined. METHODS: We conducted a prospective study of 40,516 UK Biobank participants with CKM syndrome stages 0-3 who had retinal OCT. Cox regression, trend tests, and predictive metrics (NRI, IDI, AUC) were used to evaluate associations and incremental prognostic value of retinal structural markers. RESULTS: Baseline thinner retinal nerve fiber layer (RNFL) and macular thickness were independently associated with higher risks of incident CVD, coronary heart disease, all-cause mortality, and cardiovascular mortality over a subsequent median 14.6-year follow-up (all P < 0.001). Significant linear dose-response relationships were observed. Adding these markers to traditional risk models improved risk classification and discrimination (all P < 0.001). CONCLUSION: Thinner RNFL and macular thickness are independent predictors of adverse cardiovascular outcomes in CKM 0-3. Integrating these OCT-derived biomarkers improves risk stratification, supporting a non-invasive approach for early cardiovascular risk assessment in this high-risk population.

PLoS ONEVol. 21(6)
The Fourth People's Hospital (CN)
National Natural Science Foundation of China, Natural Science Foundation of Zhejiang Province
Reduced inequalities
Openalex Percentile: Top 5%
Retinal Diseases and Treatments
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Association between optical coherence tomography–quantified retinal features and cardiovascular risk in cardiovascular–kidney–metabolic syndrome stages 0–3: An analysis of a prospective UK biobank cohort — Qi Zhu, Chenhao Li, et al. · PLoS ONE (2026) | TGRS Research Map | TGRS