BPG is committed to discovery and dissemination of knowledge
Prospective Study
Copyright ©The Author(s) 2025.
World J Psychiatry. Nov 19, 2025; 15(11): 109331
Published online Nov 19, 2025. doi: 10.5498/wjp.v15.i11.109331
Table 1 Baseline characteristics of study participants
Characteristic
Low-frequency group (n = 40)
Medium-frequency group (n = 40)
High-frequency group (n = 40)
P value
Demographic and clinical characteristics
Age (years)52.4 ± 8.753.1 ± 9.251.8 ± 8.50.814
Sex (male/female)18/2219/2117/230.925
Body mass index (kg/m²)26.8 ± 3.627.1 ± 3.926.5 ± 3.40.763
Waist circumference (cm)92.4 ± 10.293.1 ± 11.591.8 ± 9.80.842
Duration of prediabetes (months)18.7 ± 10.319.5 ± 11.217.9 ± 9.50.789
Glycemic parameters
Fasting plasma glucose (mmol/L)6.38 ± 0.426.41 ± 0.396.35 ± 0.410.810
2-hour postprandial glucose (mmol/L)9.23 ± 1.159.17 ± 1.099.31 ± 1.180.847
Glycosylated hemoglobin (%)6.14 ± 0.326.17 ± 0.296.11 ± 0.310.688
Insulin parameters
Fasting insulin (μIU/mL)14.76 ± 5.2114.92 ± 5.3814.58 ± 5.120.957
2-hour postprandial insulin (μIU/mL)78.45 ± 25.7379.18 ± 26.4177.69 ± 24.930.968
Homeostasis model assessment of insulin resistance4.17 ± 1.484.23 ± 1.524.09 ± 1.430.910
Oxidative stress markers
Cysteine-C (mg/L)0.92 ± 0.180.93 ± 0.190.91 ± 0.170.873
Beta-2-microglobulin (mg/L)1.98 ± 0.412.01 ± 0.441.95 ± 0.390.804
Malondialdehyde (nmol/mL)5.27 ± 1.235.34 ± 1.295.21 ± 1.180.886
Total antioxidant capacity (U/mL)9.84 ± 2.639.78 ± 2.599.91 ± 2.680.975
Inflammatory markers
High-sensitivity C-reactive protein (mg/L)3.14 ± 1.523.19 ± 1.573.08 ± 1.480.947
Tumor necrosis factor-alpha (pg/mL)12.67 ± 3.9812.78 ± 4.0512.51 ± 3.890.953
Interleukin-6 (pg/mL)3.28 ± 1.213.34 ± 1.253.22 ± 1.170.901
Psychological parameters
Beck Depression Inventory-II score15.82 ± 5.7316.04 ± 5.9115.69 ± 5.620.959
STAI-State score41.35 ± 8.6741.73 ± 8.9440.98 ± 8.420.928
STAI-Trait score43.19 ± 9.2543.58 ± 9.4442.87 ± 9.130.952
Perceived Stress Scale score19.85 ± 5.3720.12 ± 5.4919.67 ± 5.280.924
Table 2 Changes in psychological parameters from baseline to 12 months
Parameter
Group
Baseline
3 months
6 months
12 months
P value (within group)
P value (between groups)
Beck Depression Inventory-IILow-frequency15.82 ± 5.7313.54 ± 5.1210.98 ± 4.589.27 ± 4.11< 0.001< 0.001
Medium-frequency16.04 ± 5.9112.87 ± 4.989.73 ± 4.217.82 ± 3.76< 0.001
High-frequency15.69 ± 5.6211.25 ± 4.658.17 ± 3.826.46 ± 3.42< 0.001
STAI-StateLow-frequency41.35 ± 8.6737.62 ± 7.9534.18 ± 7.3231.94 ± 6.87< 0.001< 0.001
Medium-frequency41.73 ± 8.9436.41 ± 7.7332.29 ± 6.9529.53 ± 6.41< 0.001
High-frequency40.98 ± 8.4234.75 ± 7.3830.12 ± 6.5127.24 ± 6.03< 0.001
STAI-TraitLow-frequency43.19 ± 9.2540.57 ± 8.8137.84 ± 8.2335.92 ± 7.94< 0.001< 0.001
Medium-frequency43.58 ± 9.4439.82 ± 8.6736.31 ± 7.8933.75 ± 7.41< 0.001
High-frequency42.87 ± 9.1338.14 ± 8.3234.52 ± 7.6531.38 ± 7.12< 0.001
Perceived Stress ScaleLow-frequency19.85 ± 5.3717.43 ± 4.9814.89 ± 4.5113.25 ± 4.18< 0.001< 0.001
Medium-frequency20.12 ± 5.4916.78 ± 4.8513.61 ± 4.3211.84 ± 3.96< 0.001
High-frequency19.67 ± 5.2815.41 ± 4.6311.92 ± 4.059.28 ± 3.72< 0.001
Table 3 Changes in glycemic and insulin parameters from baseline to 12 months
Parameter
Group
Baseline
3 months
6 months
12 months
P value (within group)
P value (between groups)
Fasting plasma glucose (mmol/L)Low-frequency6.38 ± 0.426.19 ± 0.395.97 ± 0.365.82 ± 0.35< 0.001< 0.001
Medium-frequency6.41 ± 0.396.12 ± 0.375.84 ± 0.345.65 ± 0.32< 0.001
High-frequency6.35 ± 0.415.98 ± 0.355.67 ± 0.315.43 ± 0.29< 0.001
2-hour postprandial glucose (mmol/L)Low-frequency9.23 ± 1.158.87 ± 1.088.42 ± 0.988.12 ± 0.93< 0.001< 0.001
Medium-frequency9.17 ± 1.098.65 ± 1.028.09 ± 0.927.69 ± 0.86< 0.001
High-frequency9.31 ± 1.188.43 ± 0.977.76 ± 0.857.44 ± 0.81< 0.001
Glycosylated hemoglobin (%)Low-frequency6.14 ± 0.326.03 ± 0.305.89 ± 0.285.81 ± 0.27< 0.001< 0.001
Medium-frequency6.17 ± 0.295.98 ± 0.285.79 ± 0.265.69 ± 0.25< 0.001
High-frequency6.11 ± 0.315.87 ± 0.275.67 ± 0.245.60 ± 0.23< 0.001
Fasting insulin (μIU/mL)Low-frequency14.76 ± 5.2113.92 ± 4.9512.87 ± 4.6312.15 ± 4.38< 0.001< 0.001
Medium-frequency14.92 ± 5.3813.61 ± 4.8712.32 ± 4.4511.47 ± 4.12< 0.001
High-frequency14.58 ± 5.1212.93 ± 4.6211.51 ± 4.1810.68 ± 3.87< 0.001
2-hour postprandial insulin (μIU/mL)Low-frequency78.45 ± 25.7373.21 ± 24.1567.14 ± 22.2663.54 ± 21.08< 0.001< 0.001
Medium-frequency79.18 ± 26.4171.47 ± 23.8464.25 ± 21.5859.46 ± 19.87< 0.001
High-frequency77.69 ± 24.9368.35 ± 22.3160.42 ± 19.7555.13 ± 18.02< 0.001
Homeostasis model assessment of insulin resistanceLow-frequency4.17 ± 1.483.82 ± 1.363.41 ± 1.223.14 ± 1.12< 0.001< 0.001
Medium-frequency4.23 ± 1.523.68 ± 1.333.19 ± 1.152.87 ± 1.03< 0.001
High-frequency4.09 ± 1.433.42 ± 1.242.89 ± 1.052.57 ± 0.93< 0.001
Table 4 Changes in oxidative stress and inflammatory markers from baseline to 12 months
Parameter
Group
Baseline
6 months
12 months
P value (within group)
P value (between groups)
Cysteine-C (mg/L)Low-frequency0.92 ± 0.180.86 ± 0.160.81 ± 0.15< 0.001< 0.001
Medium-frequency0.93 ± 0.190.83 ± 0.150.76 ± 0.14< 0.001
High-frequency0.91 ± 0.170.78 ± 0.140.70 ± 0.12< 0.001
Beta-2-microglobulin (mg/L)Low-frequency1.98 ± 0.411.85 ± 0.381.76 ± 0.35< 0.001< 0.001
Medium-frequency2.01 ± 0.441.82 ± 0.361.69 ± 0.33< 0.001
High-frequency1.95 ± 0.391.73 ± 0.341.58 ± 0.30< 0.001
Malondialdehyde (nmol/mL)Low-frequency5.27 ± 1.234.82 ± 1.154.53 ± 1.07< 0.001< 0.001
Medium-frequency5.34 ± 1.294.67 ± 1.124.28 ± 1.03< 0.001
High-frequency5.21 ± 1.184.38 ± 1.053.92 ± 0.94< 0.001
Total antioxidant capacity (U/mL)Low-frequency9.84 ± 2.6310.95 ± 2.8411.68 ± 3.02< 0.001< 0.001
Medium-frequency9.78 ± 2.5911.36 ± 2.9212.47 ± 3.19< 0.001
High-frequency9.91 ± 2.6812.05 ± 3.1313.85 ± 3.48< 0.001
High-sensitivity C-reactive protein (mg/L)Low-frequency3.14 ± 1.522.78 ± 1.362.53 ± 1.25< 0.001< 0.001
Medium-frequency3.19 ± 1.572.65 ± 1.312.31 ± 1.18< 0.001
High-frequency3.08 ± 1.482.42 ± 1.232.05 ± 1.09< 0.001
Tumor necrosis factor-alpha (pg/mL)Low-frequency12.67 ± 3.9811.34 ± 3.6210.52 ± 3.41< 0.001< 0.001
Medium-frequency12.78 ± 4.0510.89 ± 3.539.84 ± 3.26< 0.001
High-frequency12.51 ± 3.8910.12 ± 3.318.95 ± 3.05< 0.001
Interleukin-6 (pg/mL)Low-frequency3.28 ± 1.212.87 ± 1.082.61 ± 0.98< 0.001< 0.001
Medium-frequency3.34 ± 1.252.75 ± 1.042.42 ± 0.92< 0.001
High-frequency3.22 ± 1.172.54 ± 0.962.18 ± 0.83< 0.001
Table 5 Correlations between changes in psychological and metabolic parameters from baseline to 12 months
Parameter
Change in Beck Depression Inventory-II
Change in STAI-State
Change in STAI-Trait
Change in Perceived Stress Scale
Change in fasting plasma glucose0.520.490.470.55
Change in 2-hour postprandial glucose0.570.540.520.58
Change in glycosylated hemoglobin0.490.460.440.51
Change in fasting insulin0.540.520.490.56
Change in 2-hour postprandial insulin0.580.560.530.59
Change in homeostasis model assessment of insulin resistance0.630.610.570.65
Change in cysteine-C0.480.450.430.50
Change in beta-2-microglobulin0.470.450.420.49
Change in malondialdehyde0.510.480.460.53
Change in total antioxidant capacity-0.53-0.50-0.47-0.54
Change in high-sensitivity C-reactive protein0.620.590.560.64
Change in tumor necrosis factor-alpha0.600.580.550.62
Change in interleukin-60.590.570.540.61