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March 5, 2026Japanese Journal of Ophthalmology0 citationsOpen Access

Association between fundus sex index and hypertension, diabetes mellitus, and smoking in the Kumejima study

TYTakehiro YamashitaRARyo AsaokaAIAiko Iwase

Key Points

  • The study aims to explore how the fundus sex index relates to smoking, hypertension, and diabetes in a specific population.
  • Conducted a prospective cross-sectional observational population study.
  • Analyzed color fundus photographs and measured 42 parameters.
  • Calculated the fundus sex index using machine learning techniques.
  • Used the Mann–Whitney U-test to evaluate differences based on health conditions.
  • Identified that smokers had a significantly lower fundus sex index compared to non-smokers (P < 0.001).
  • Found that women with hypertension or diabetes had a higher fundus sex index than those without these conditions (P = 0.005 and P = 0.017 respectively).
  • Included a total of 1653 healthy eyes from men and women aged 40 years or older.

Abstract

Abstract Purpose Fundus parameters can be used to quantify masculinity or femininity as a fundus sex index (FSI) ranging from 0 to 1. The purpose of this study was to investigate the association between smoking, hypertension, diabetes, and FSI in the Kumejima population study Study design Prospective cross-sectional observational population study Methods Using color fundus photographs obtained from the Kumejima population study, 1653 healthy right eyes with reliable fundus parameter measurements were included. The tessellation fundus index R/(R + G + B), red-green-blue intensity in eight locations around the optic disc and foveal region, optic disc ovality ratio, papillomacular angle, and retinal vessel angles were quantified using ImageJ. The FSI was calculated using machine learning from the 42 fundus parameters, and the Mann–Whitney U-test was used to assess whether there were differences in the FSI depending on the presence or absence of smoking, hypertension, and diabetes Results The mean age of the 838 men and 815 women included in this study was 52.8 and 54.0 years, respectively. The FSI of the smoking group was lower than of the non-smoking group overall (P < 0.001). The FSI of the hypertension and diabetes groups was significantly higher than of the non-hypertension (P = 0.005) and non-diabetes (P = 0.017) groups only in women Conclusion In the Kumejima population study of healthy eyes in individuals aged 40 years or older, the fundus tended to be more feminine in women with hypertension or diabetes than in those without these conditions

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Cite This Study

Yamashita et al. (2026) studied this question.

synapsesocial.com/papers/69a91dd2d6127c7a504c10a8https://doi.org/10.1007/s10384-026-01334-3
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