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Relations between Cardiac and Visual Phenotypes in Diabetes: A Multivariate Approach.
Bárbara Oliveiros1,2, Mafalda Sanches3, Bruno Quendera3
1Laboratory of Biostatistics and Medical Informatics, Faculty of Medicine, University of Coimbra, Coimbra, Portugal.
Cardiovascular disease and diabetic retinopathy are linked in type 2 diabetes patients. Retinal structural and functional changes correlate with heart dysfunction, even without advanced eye disease.
Area of Science:
- Ophthalmology and Cardiology
- Diabetology
Background:
- Cardiovascular disease is a leading cause of death in type 2 diabetes patients.
- Diabetic retinopathy causes significant visual impairment and blindness.
- The interplay between cardiovascular disease and diabetic retinopathy is not fully understood.
Purpose of the Study:
- To investigate the relationship between cardiovascular disease and diabetic retinopathy in type 2 diabetes patients.
- To explore these connections in individuals without overt heart disease or advanced retinopathy.
Main Methods:
- Studied 47 type 2 diabetes patients and 50 controls (aged 45-65).
- Collected 36 visual measures and 11 left ventricle function measures.
- Used discriminant analysis (DA) and logistic regression (LR) for data reduction and analysis, adjusting for age, gender, BMI, and hypertension.
Main Results:
- Found moderate to strong correlations between left ventricle function and retinal structural/functional measures.
- Maximum correlation observed with neural retina volume density (DA: 0.786; LR: 0.788).
- Retinal volume density and nerve fiber layer thickness were most correlated with left ventricle function, controlling for other visual factors.
Conclusions:
- Visual structural and functional changes in type 2 diabetes are associated with cardiac dysfunction.
- These findings reveal a genuine link between cardiac and retinal diabetic phenotypes.
- Highlights the importance of considering both cardiac and retinal health in diabetes management.
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