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May 20, 2026BMC Ophthalmology0 citationsOpen Access

Association between visceral adiposity indices and retinal microvascular parameters stratified by urinary protein status

RZRui ZhangYZYi ZhouWNWenji Ni

Key Result

Visceral adiposity indices, particularly CVAI, were significantly and inversely associated with retinal arteriole-to-venule ratio (r = -0.125), with stronger effects in individuals with positive urinary protein.

Key Points

  • This study aims to explore how visceral fat indices relate to retinal microvascular parameters and whether urinary protein status affects this association.
  • Included 3,401 healthy individuals categorized by urinary protein status (positive: n=1,008, negative: n=2,393).
  • Collected demographic data, metabolic indicators, and retinal vascular parameters for analysis.
  • Used Spearman/Pearson correlation and multivariate linear regression to examine associations between indices and AVR.
  • LAP, VAI, and CVAI were inversely correlated with AVR (all P < 0.001).
  • Stronger negative associations with AVR were found in the protein-positive group compared to the negative group.
  • After adjustment for age and sex, significant associations remained, with enhanced effects in the protein-positive group.

Study Design

Type

Cross-Sectional (n=3,401)

Multicenter

No

Structured PICO

Are visceral adiposity indices associated with retinal microvascular narrowing, and does urinary protein status modify this association in healthy individuals?

P
Population
3,401 healthy individuals undergoing physical examinations, categorized into urinary protein-positive (n=1,008) and urinary protein-negative (n=2,393) groups.
I
Intervention
Visceral adiposity indices (lipid accumulation product [LAP], visceral adiposity index [VAI], and Chinese visceral adiposity index [CVAI])
C
Comparator
Urinary protein-positive versus urinary protein-negative status
O
Outcome
Retinal microvascular parameters, specifically arteriole-to-venule ratio (AVR)surrogate

Visceral adiposity indices are independently associated with retinal microvascular narrowing, with a more pronounced effect in individuals with positive urinary protein.

Main Result

Effect estimate: r = -0.125

p-value: p=<0.001

Limitations

  • Cross-sectional design precludes the establishment of causal relationships
  • Urinary protein was assessed qualitatively using dipstick testing rather than quantitative UACR
  • Modest correlation coefficients observed
  • Assessment of retinal microvasculature was limited to structural parameters derived from fundus photography without OCTA-based perfusion metrics
  • Study population was predominantly male

Abstract

Visceral fat accumulation is a well-established risk factor for both cardiovascular and microvascular diseases. The lipid accumulation product (LAP), visceral adiposity index (VAI), and Chinese visceral adiposity index (CVAI) are recognized tools for assessing visceral obesity. Retinal microvascular parameters serve as non-invasive biomarkers of systemic microvascular health, while qualitatively assessed urinary protein is a marker of early renal injury and endothelial dysfunction. Currently, evidence linking visceral obesity indices to retinal microvasculature is limited, and whether urinary protein status is associated with differences in this association remains unclear. This study aimed to investigate the associations of LAP, VAI, and CVAI with retinal microvascular parameters, and to explore differences in these associations between protein-positive and protein-negative individuals through stratified analysis. This study included 3,401 healthy individuals undergoing physical examinations. Participants were categorized into a positive group (n = 1,008) and a negative group (n = 2,393) based on their urine protein result. Demographic data, metabolic indicators, and retinal vascular parameters were collected. Spearman/Pearson correlation analysis was employed to explore the associations among these indicators. Multivariate linear regression analysis stratified by urine protein status was conducted to verify the independent association between the visceral obesity index and arteriole-to-venule ratio (AVR), as well as the differences between the groups Baseline characteristics revealed significantly higher levels of triglycerides (TG), LAP, and VAI in the urinary protein-positive group (all P < 0.05). Overall correlation analysis demonstrated that LAP, VAI, and CVAI were all inversely correlated with AVR (all P < 0.001). Stratified analysis indicated that the negative associations of LAP, VAI, and CVAI with AVR were more pronounced in the urinary protein-positive group. In multiple linear regression analyses, after adjustment for age and sex, LAP, VAI, and CVAI showed stronger negative associations with AVR and contributed more to the model’s explanatory power in the protein-positive group than in the protein-negative group. In fully adjusted models, these associations were attenuated but remained statistically significant, and the stronger effects in the protein-positive group persisted. Visceral adiposity indices are independently associated with retinal microvascular narrowing, and this association differs significantly between individuals with positive and negative urinary protein, with a more pronounced inverse relationship in the protein-positive group.

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Cite This Study

Zhang et al. (2026) conducted a cross-sectional in Healthy individuals (visceral adiposity and retinal microvascular health) (n=3,401). Visceral adiposity indices (LAP, VAI, CVAI) vs. Urinary protein-negative individuals was evaluated on Correlation between Chinese visceral adiposity index (CVAI) and arteriole-to-venule ratio (AVR) (r = -0.125, p=<0.001). Visceral adiposity indices, particularly CVAI, were significantly and inversely associated with retinal arteriole-to-venule ratio (r = -0.125), with stronger effects in individuals with positive urinary protein.

synapsesocial.com/papers/6a0d5089f03e14405aa9c67bhttps://doi.org/10.1186/s12886-026-04864-z
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Visceral Adiposity Index2010 · 1,785 citations
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  4. 4The Potential of Anti-Inflammatory DC Immunotherapy in Improving Proteinuria in Type 2 Diabetes Mellitus2024 · 5 citations
  5. 5Lipid accumulation product: a powerful marker of metabolic syndrome in healthy population2011 · 165 citations