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Prospective Study
Copyright ©The Author(s) 2025.
World J Diabetes. Dec 15, 2025; 16(12): 110028
Published online Dec 15, 2025. doi: 10.4239/wjd.v16.i12.110028
Table 1 Long-term exposure baseline data overview, n (%)

Level
Overall
GMDs
Non-GMDs
P value
Number18605442214183
Age (mean ± SD)59.409 ± 10.359.103 ± 8.959.506 ± 10.70.023
SexFemale9723 (52.3)2494 (56.4)7229 (51.0)< 0.001
Male8881 (47.8)1928 (43.6)6953 (49.0)
ResidenceRural14189 (76.5)3093 (70.2)11096 (78.5)< 0.001
Urban4353 (23.5)1315 (29.8)3038 (21.5)
Marital-statusMarried and living with a spouse15069 (81.0)3733 (84.4)11336 (79.9)< 0.001
Not married but living with a spouse1135 (6.1)228 (5.2)907 (6.4)
Single, divorced, and windowed2398 (12.9)461 (10.4)1937 (13.7)
Education-status Elementary school or below12246 (65.9)2712 (61.3)9534 (67.3)< 0.001
Middle school or above6351 (34.2)1710 (38.7)4641 (32.7)
Smoking-statusNon-smoker10607 (57.6)2720 (61.9)7887 (56.3)< 0.001
Smoker7795 (42.4)1674 (38.1)6121 (43.7)
Drinking-status Drinker6319 (34.4)1384 (31.5)4935 (35.3)< 0.001
Non-drinker12047 (65.6)3005 (68.5)9042 (64.7)
Regional-category East6423 (34.5)1529 (34.6)4894 (34.5)< 0.001
Midland6782 (36.5) 1789 (40.5)4993 (35.2)
West5400 (29.0)1104 (25.0)4296 (30.3)
Cooking-fuel-use Clean fuel5750 (54.7)1526 (59.4)4224 (53.2)< 0.001
Solid fuel4758 (45.3)1042 (40.6)3716 (46.8)
Dyslipidemia-2018 Non-dyslipidemia11615 (77.1)975 (22.1)10640 (100.0)< 0.001
Dyslipidemia3447 (22.9)3447 (78.0)0 (0.0)
Disabetes-2018 Non-disabetes13010 (86.3)2361 (53.4)10649 (100.0)< 0.001
Disabetes2061 (13.7)2061 (46.6)0 (0.0)
O3 (mean ± SD)84.743 ± 4.985.083 ± 4.984.637 ± 4.8< 0.001
PM1 (mean ± SD)31.375 ± 9.532.790 ± 10.030.933 ± 9.4< 0.001
PM10 (mean ± SD)98.960 ± 30.6105.055 ± 30.797.060 ± 30.4< 0.001
PM2.5 (mean ± SD)57.005 ± 17.559.947 ± 18.056.088 ± 17.3< 0.001
SO42- (mean ± SD)12.170 ± 2.912.490 ± 3.012.070 ± 2.8< 0.001
Cl- (mean ± SD)2.285 ± 0.92.447 ± 0.92.234 ± 0.9< 0.001
NH4+ (mean ± SD)7.468 ± 2.27.792 ± 2.27.367 ± 2.2< 0.001
NO3- (mean ± SD)10.267 ± 3.710.830 ± 3.710.093 ± 3.7< 0.001