A total of 37,753 participants were initially enrolled in KNHANES 2008 to 2011. We restricted our study population to middle-aged and elderly participants, who are generally considered to be at high risk of osteoporosis. Both female and male participants were included in this study. We excluded participants younger than 40 years and those who did not attend the interviews and health examinations (
N = 19,503), those who did not undergo the DEXA test (
N = 9849), those who did not undergo fundus examinations (
N = 1135), and those who were not tested for the serum 25-hydroxyvitamin D level (
N = 981). Finally, 3496 women and 2789 men were considered eligible for the current analysis (
Fig. 1).
The characteristics of the study participants are shown in
Table 1. The prevalence of all types of AMD (early and late AMD), early AMD, and late AMD were 9.70% (
N = 339), 9.01% (
N = 315), and 0.69% (
N = 24) among women and 10.00% (
N = 279), 8.96% (
N = 250), and 1.04% (
N = 29) among men, respectively. Compared with the control group participants (no AMD), women with AMD were older and exhibited a lower BMI, higher rate of hypertension, and lower dietary calcium intake. They also tended to exhibit a low BMD in the hip, lumbar spine, and femoral neck, which resulted in a higher rate of osteoporosis (
P < 0.001). Compared with the control group participants, men with AMD were older and exhibited a lower BMI and BMD in the hip and femoral neck. For females, the prevalence of osteoporosis was 33.1% for the control group, 54.9% the early AMD group, and 50.0% for the late AMD group. The prevalence of osteoporosis in male was 7.6% for the control group, 7.2% for the early AMD group, and 10.3% for the late AMD group.
Using a likelihood ratio test for interaction terms to evaluate the effect modification in the multivariate model for ORs of all AMD types and early AMD, we found a significant interaction between BMD and sex (
P for interaction < 0.05;
Table 2). Therefore, ORs are presented separately for men and women. The interactions terms between BMD and age and BMD and BMI were not significant in all multivariate models for AMD (
Supplementary Table S2).
According to univariate analyses, all AMD types were significantly associated with increased age, a lower BMI, hypertension, a lower dietary calcium intake, duration of menopause, past or current hormone use, and osteoporosis (
Supplementary Table S3). Multivariate analysis adjusted for all the possible factors listed in
Table 3 indicated that the prevalence of AMD significantly increased in accordance with the prevalence of osteoporosis in women. After adjustment for all factors, increased age (OR, 1.08;
P < 0.001), and osteoporosis (OR, 1.31;
P = 0.017) were significantly associated with AMD. This association mainly resulted from the strong association of early AMD with osteoporosis (OR, 1.36;
P = 0.007). Late AMD showed no association with osteoporosis (OR, 0.84;
P = 0.670). For men, multivariate analysis showed no association between osteoporosis and all AMD types (OR, 0.95;
P = 0.664), early AMD (OR, 0.96;
P = 0.749), and late AMD (OR, 0.75;
P = 0.406).
Table 4 presented the ORs for AMD according to the status of osteoporosis (quartiles of BMD in the entire hip, lumbar spine, and femoral neck). The numeric data for each group are shown in
Supplementary Table S4. According to multivariate analyses, the severity of femoral neck osteoporosis showed a linear association with all AMD types (
P = 0.004) and early AMD (
P = 0.006) in women. Moreover, trend analysis showed no relationship between the severity of osteoporosis and OR for late AMD in women. In men, there was no association between BMD and all AMD types.
To explore the overall association between BMD and AMD, we used generalized additive models with cubic spline regression (
Fig. 2). The smooth curves generated from the cubic spline model, which was fully adjusted for the variables listed in
Table 3, exhibited an increase in OR for all AMD types with a decrease in BMD in the overall pattern for women. Early AMD showed a similar pattern. When we focused on the sparse area representing a femoral neck BMD of less than 0.4 g/cm
2 and more than 0.8 g/cm
2, a linear pattern was identified in an analysis of late AMD. However, obvious trends were not observed for men. We also found that decreased BMDs in the entire hip and lumbar spine were grossly associated with an increase in OR for AMD in women, although the linear trends were weaker than those for the BMD in the femoral neck (
Supplementary Fig. S1).
Sex- and disease-associated differences in the association between aging-related eye diseases and osteoporosis are presented in
Table 5. In women, AMD showed a stronger association with osteoporosis than did other eye diseases. Osteoporosis was not significantly associated with cataract (OR, 1.08;
P = 0.480), OAG (OR, 1.02;
P = 0.940), and diabetic retinopathy (OR, 1.41;
P = 0.211). In addition, multivariate analyses showed that cataract (OR, 0.95;
P = 0.812), OAG (OR, 1.27;
P = 0.613), and diabetic retinopathy (OR, 0.52;
P = 0.305) were not associated with osteoporosis in men. In both men and women, osteopenia showed no relationship with aging-related ocular diseases.