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Meta-Analysis
Copyright: ©Author(s) 2026.
World J Diabetes. May 15, 2026; 17(5): 117237
Published online May 15, 2026. doi: 10.4239/wjd.v17.i5.117237
Table 3 The results of subgroup analysis
SubgroupNumber of comparisonsParticipantsSMD (95%CI)Z valueP valueTest of heterogeneity
I2 (%)
P value
Overall132193-1.73 (-2.22 to -1.25)----
FBG10181300.65
7.0-10.0 mmol/L81640-2.05 (-2.76 to -1.35)5.7< 0.0000197< 0.00001
> 10.0 mmol/L2173-1.87 (-2.24 to 1.49)9.74< 0.0000100.46
FINS81346---00.71
≤ 10 μU/mL4826-2.17 (-3.24 to -1.10)3.99< 0.0000197< 0.00001
> 10 μU/mL4520-2.42 (-3.21 to -1.63)6.01< 0.0000190< 0.00001
HOMA-IR91644---78.50.03
≥ 3.071330-2.37 (-3.10 to -1.64)6.35< 0.0000196< 0.00001
< 3.02314-1.47 (-1.84 to 1.10)7.78< 0.00001380.21
HbA1c101581---00.56
< 8.0%4619-1.50 (-2.18 to -0.82)4.31< 0.0000190< 0.00001
≥ 8.0%6962-1.79 (-2.45 to -1.12)5.26< 0.0000194< 0.00001
Age91667---7.20.3
≤ 555862-2.08 (-2.99 to -1.17)4.48< 0.0000196< 0.00001
> 554805-1.50 (-2.12 to -0.87)4.69< 0.0000193< 0.00001
BMI101813---91.6< 0.00001
Normal1298-1.26 (-1.52 to -1.00)9.44< 0.00001--
Overweight81455-1.98 (-2.68 to -1.27)5.5< 0.0000196< 0.00001
Obese160-3.24 (-4.02 to -2.45)8.09---
TG101813---60.60.11
< 1.7 mmol/L3632-2.77 (-4.08 to -1.47)4.16< 0.0000197< 0.00001
≥ 1.7 mmol/L71181-1.65 (-2.11 to -1.19)7.01< 0.0000190< 0.00001
TC101813---00.39
< 5.2 mmol/L71172-2.20 (-2.88 to -1.51)6.30< 0.0000194< 0.00001
≥ 5.2 mmol/L3641-1.60 (-2.77 to -0.43)2.68< 0.0000197< 0.00001
LDL-C91723---00.69
< 3 mmol/L5820-1.85 (-2.30 to -1.41)8.17< 0.0000181< 0.00001
≥ 3 mmol/L4903-2.14 (-3.51 to -0.77)3.06< 0.00001980.002
HDL-C101813---620.10
< 1.0 mmol/L2381-1.43 (-1.88 to -0.99)6.30< 0.0000159< 0.00001
≥ 1.0 mmol/L81432-2.15 (-2.90 to -1.41)5.65< 0.0000196< 0.00001
Year132193---71.70.06
≤ 20206838-2.38 (-3.49 to -1.26)4.18< 0.0000197< 0.00001
> 202071355-1.27 (-1.55 to -0.99)8.95< 0.0000176< 0.00001
Race132193---00.61
Chinese102031-1.84 (-2.36 to -1.31)6.82< 0.0000195< 0.00001
Non-Chinese3162-1.37 (-3.06 to -0.32)1.590.1194< 0.00001


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