Mediating Effect of Metabolic Diseases on the Relationship Between Dietary Inflammatory Index (DII) and Cataract Prevalence: A Structural Equation Modeling Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Research Design and Hypotheses
2.2. Study Population
2.3. Dietary Inflammatory Index (DII)
2.4. General Characteristics
2.5. Statistical Analysis
3. Results
3.1. General Characteristics of Subjects by Cataracts
3.2. DII and Cataracst: Mediating Effects of Metabolic Diseases
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
DII | Dietary Inflammatory Index |
KNHANES | Korea National Health and Nutrition Examination Survey |
ROS | Reactive Oxygen Species |
UV | Ultraviolet |
SEM | Structural Equation Modeling |
GLM | General Linear Model |
SE | Standard Error |
GFI | Goodness-of-Fit Index |
RMR | Root Mean Square Residual |
RMSEA | Root Mean Square Error of Approximation |
NFI | Normed Fit Index |
IFI | Incremental Fit Index |
CFI | Comparative Fit Index |
C.R. | Critical Ratio |
MID | Middle |
BMI | Body Mass Index |
IL | Interleukin |
TNF | Tumor Necrosis Factor |
Hs-CRP | High-sensitivity C-reactive protein |
DM | Diabetes mellitus |
HTN | Hypertension |
Dys | Dyslipidemia |
OB | Obesity |
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Variable | Non-Cataract | Cataract | p-Value | ||
---|---|---|---|---|---|
Sex (n(%)) | <0.001 | ||||
Men | 3167 | (42.8) (1) | 691 | (37.3) | |
Women | 4240 | (57.2) | 1162 | (62.7) | |
Age (year) | 57.0 | ±10.8 (2) | 70.2 | ±8.5 | <0.001 |
BMI (kg/m2) | 24.1 | ±3.4 | 24.4 | ±3.3 | 0.003 |
Income | <0.001 | ||||
Lowest | 1249 | (16.9) | 762 | (41.1) | |
Lower middle | 1816 | (24.5) | 515 | (27.8) | |
Upper middle | 2035 | (27.5) | 325 | (17.5) | |
Highest | 2307 | (31.1) | 251 | (13.5) | |
Education | <0.001 | ||||
≤Elementary | 1291 | (17.4) | 917 | (49.5) | |
Middle school | 850 | (11.5) | 297 | (16.0) | |
High school | 2554 | (34.5) | 392 | (21.2) | |
≥University | 2712 | (36.6) | 247 | (13.3) | |
Marital status | <0.001 | ||||
Living together | 5933 | (80.1) | 1209 | (65.2) | |
Alone | 1474 | (19.9) | 644 | (34.8) | |
Activity restriction | <0.001 | ||||
Yes | 496 | (6.7) | 292 | (15.8) | |
No | 6911 | (93.3) | 1561 | (84.2) | |
Drinking | <0.001 | ||||
Non-drinking | 840 | (11.3) | 466 | (25.1) | |
Less than once a month | 2906 | (39.2) | 780 | (42.1) | |
1–4 times a month | 2131 | (28.8) | 340 | (18.3) | |
2–3 times a week | 1058 | (14.3) | 156 | (8.4) | |
More than 4 time a week | 472 | (6.4) | 111 | (6.0) | |
Smoking | <0.001 | ||||
Non-smoking | 4489 | (60.6) | 1216 | (65.6) | |
Past | 1768 | (23.9) | 462 | (24.9) | |
Current | 1150 | (15.5) | 175 | (9.4) | |
Hypertension | 1959 | (26.4) | 944 | (50.9) | <0.001 |
Diabetes mellitus | 774 | (10.4) | 431 | (23.3) | <0.001 |
Dyslipidemia | 1590 | (21.5) | 662 | (35.7) | <0.001 |
Obesity (BMI > 25 kg/m2) | 2688 | (36.3) | 731 | (39.4) | 0.012 |
DII | 0.9 | ±2.3 | 1.5 | ±2.8 | <0.001 |
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Lee, E.; Na, W.; Sohn, C. Mediating Effect of Metabolic Diseases on the Relationship Between Dietary Inflammatory Index (DII) and Cataract Prevalence: A Structural Equation Modeling Study. Appl. Sci. 2025, 15, 4392. https://doi.org/10.3390/app15084392
Lee E, Na W, Sohn C. Mediating Effect of Metabolic Diseases on the Relationship Between Dietary Inflammatory Index (DII) and Cataract Prevalence: A Structural Equation Modeling Study. Applied Sciences. 2025; 15(8):4392. https://doi.org/10.3390/app15084392
Chicago/Turabian StyleLee, Eunji, Woori Na, and Cheongmin Sohn. 2025. "Mediating Effect of Metabolic Diseases on the Relationship Between Dietary Inflammatory Index (DII) and Cataract Prevalence: A Structural Equation Modeling Study" Applied Sciences 15, no. 8: 4392. https://doi.org/10.3390/app15084392
APA StyleLee, E., Na, W., & Sohn, C. (2025). Mediating Effect of Metabolic Diseases on the Relationship Between Dietary Inflammatory Index (DII) and Cataract Prevalence: A Structural Equation Modeling Study. Applied Sciences, 15(8), 4392. https://doi.org/10.3390/app15084392