
Chinese General Practice ›› 2026, Vol. 29 ›› Issue (03): 373-379.DOI: 10.12114/j.issn.1007-9572.2025.0098
• Article·Focus on "Year of Weight Management"·Nutrition and Weight Management • Previous Articles
Received:2025-03-10
Revised:2025-10-20
Published:2026-01-20
Online:2025-12-11
Contact:
XU Bilin
通讯作者:
徐碧林
作者简介:作者贡献:
陆灏、徐碧林提出了研究思路,设计试验方案,统筹并全程监督本研究的实施;盛鲁光负责试验的具体操作与数据采集;刘丹丹、刘维斌、鲁郡、雷涛、陈清光参与试验数据整理、统计分析及结果解读;盛鲁光、徐碧林负责撰写论文初稿并共同完成修订。
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| 组别 | 例数 | 性别(男/女) | BW( | BMI( | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 干预前 | 干预后 | t配对值 | P值 | 干预前 | 干预后 | t配对值 | P值 | |||
| 对照组 | 30 | 11/19 | 86.79±11.62 | 79.64±11.02 | 12.852 | <0.01 | 23.0±3.2 | 27.7±3.2 | 15.764 | <0.01 |
| 试验组 | 30 | 12/18 | 89.94±13.39 | 80.95±12.53 | 17.107 | <0.01 | 31.2±3.5 | 28.1±3.4 | 16.879 | <0.01 |
| 检验统计量值 | 0.070a | 0.974 | 0.431 | 1.412 | 0.512 | |||||
| P值 | 0.791 | 0.974 | 0.668 | 0.163 | 0.611 | |||||
| 组别 | WC[M(QR),cm] | BFP( | ||||||||
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | t配对值 | P值 | |||
| 对照组 | 99.70(15.00) | 92.97(11.00) | -4.794 | <0.01 | 33.78±5.45 | 30.04±5.95 | 8.740 | <0.01 | ||
| 试验组 | 102.83(12.00) | 95.23(14.00) | -4.790 | <0.01 | 34.29±6.78 | 30.47±6.60 | 8.583 | <0.01 | ||
| 检验统计量值 | -1.414b | -0.570b | 0.319 | 0.261 | ||||||
| P值 | 0.157 | 0.569 | 0.751 | 0.795 | ||||||
| 组别 | VFA[M(QR),cm2] | SFA[M(QR),cm2] | ||||||||
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | Z配对值 | P值 | |||
| 对照组 | 141.70(66.00) | 114.40(40.00) | -4.783 | <0.01 | 282.27(87.00) | 229.17(81.00) | -4.782 | <0.01 | ||
| 试验组 | 147.77(50.00) | 109.07(48.00) | -4.783 | <0.01 | 304.57(69.00) | 241.83(73.00) | -4.782 | <0.01 | ||
| 检验统计量值 | -1.035b | -0.148b | -0.725b | -0.104b | ||||||
| P值 | 0.301 | 0.882 | 0.469 | 0.918 | ||||||
Table 1 Comparison of body composition between the two groups before and after 3 months of intervention
| 组别 | 例数 | 性别(男/女) | BW( | BMI( | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 干预前 | 干预后 | t配对值 | P值 | 干预前 | 干预后 | t配对值 | P值 | |||
| 对照组 | 30 | 11/19 | 86.79±11.62 | 79.64±11.02 | 12.852 | <0.01 | 23.0±3.2 | 27.7±3.2 | 15.764 | <0.01 |
| 试验组 | 30 | 12/18 | 89.94±13.39 | 80.95±12.53 | 17.107 | <0.01 | 31.2±3.5 | 28.1±3.4 | 16.879 | <0.01 |
| 检验统计量值 | 0.070a | 0.974 | 0.431 | 1.412 | 0.512 | |||||
| P值 | 0.791 | 0.974 | 0.668 | 0.163 | 0.611 | |||||
| 组别 | WC[M(QR),cm] | BFP( | ||||||||
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | t配对值 | P值 | |||
| 对照组 | 99.70(15.00) | 92.97(11.00) | -4.794 | <0.01 | 33.78±5.45 | 30.04±5.95 | 8.740 | <0.01 | ||
| 试验组 | 102.83(12.00) | 95.23(14.00) | -4.790 | <0.01 | 34.29±6.78 | 30.47±6.60 | 8.583 | <0.01 | ||
| 检验统计量值 | -1.414b | -0.570b | 0.319 | 0.261 | ||||||
| P值 | 0.157 | 0.569 | 0.751 | 0.795 | ||||||
| 组别 | VFA[M(QR),cm2] | SFA[M(QR),cm2] | ||||||||
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | Z配对值 | P值 | |||
| 对照组 | 141.70(66.00) | 114.40(40.00) | -4.783 | <0.01 | 282.27(87.00) | 229.17(81.00) | -4.782 | <0.01 | ||
| 试验组 | 147.77(50.00) | 109.07(48.00) | -4.783 | <0.01 | 304.57(69.00) | 241.83(73.00) | -4.782 | <0.01 | ||
| 检验统计量值 | -1.035b | -0.148b | -0.725b | -0.104b | ||||||
| P值 | 0.301 | 0.882 | 0.469 | 0.918 | ||||||
| 组别 | 例数 | FPG(mmol/L) | ||||||
|---|---|---|---|---|---|---|---|---|
| 干预前 | 干预后 | Z配对值 | P值 | |||||
| 对照组 | 30 | 8.15(1.30) | 6.06(1.30) | -4.762 | <0.01 | |||
| 试验组 | 30 | 7.84(1.80) | 5.50(1.00) | -4.785 | <0.01 | |||
| Z值 | -0.178 | -2.523 | ||||||
| P值 | 0.859 | 0.012 | ||||||
| 组别 | OGTT 2 hPG(mmol/L) | HbA1c(%) | ||||||
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | Z配对值 | P值 | |
| 对照组 | 13.37(4.90) | 8.65(1.90) | -4.785 | <0.01 | 7.66(2.00) | 6.17(0.90) | -4.785 | <0.01 |
| 试验组 | 12.07(4.00) | 7.54(2.90) | -4.783 | <0.01 | 7.63(1.30) | 6.00(0.60) | -4.784 | <0.01 |
| Z值 | -1.309 | -2.271 | -0.333 | -1.230 | ||||
| P值 | 0.191 | 0.023 | 0.739 | 0.219 | ||||
Table 2 Comparison of glycemic indices between the two groups before and after 3 months of intervention
| 组别 | 例数 | FPG(mmol/L) | ||||||
|---|---|---|---|---|---|---|---|---|
| 干预前 | 干预后 | Z配对值 | P值 | |||||
| 对照组 | 30 | 8.15(1.30) | 6.06(1.30) | -4.762 | <0.01 | |||
| 试验组 | 30 | 7.84(1.80) | 5.50(1.00) | -4.785 | <0.01 | |||
| Z值 | -0.178 | -2.523 | ||||||
| P值 | 0.859 | 0.012 | ||||||
| 组别 | OGTT 2 hPG(mmol/L) | HbA1c(%) | ||||||
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | Z配对值 | P值 | |
| 对照组 | 13.37(4.90) | 8.65(1.90) | -4.785 | <0.01 | 7.66(2.00) | 6.17(0.90) | -4.785 | <0.01 |
| 试验组 | 12.07(4.00) | 7.54(2.90) | -4.783 | <0.01 | 7.63(1.30) | 6.00(0.60) | -4.784 | <0.01 |
| Z值 | -1.309 | -2.271 | -0.333 | -1.230 | ||||
| P值 | 0.191 | 0.023 | 0.739 | 0.219 | ||||
| 组别 | 例数 | HOMA-β[M(QR)] | ||||||
|---|---|---|---|---|---|---|---|---|
| 干预前 | 干预后 | Z配对值 | P值 | |||||
| 对照组 | 30 | 71.57(60.70) | 104.34(69.31) | -3.959 | <0.01 | |||
| 试验组 | 30 | 84.35(60.32) | 127.90(97.96) | -4.083 | <0.01 | |||
| Z(t)值 | -0.946 | -1.375 | ||||||
| P值 | 0.344 | 0.169 | ||||||
| 组别 | HOMA-IR[M(QR)] | TyG指数( | ||||||
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | t配对值 | P值 | |
| 对照组 | 5.21(3.40) | 3.20(1.59) | -3.795 | <0.01 | 9.47±0.51 | 8.84±0.45 | 8.077 | <0.01 |
| 试验组 | 6.29(3.86) | 2.85(1.83) | -4.464 | <0.01 | 9.48±0.51 | 8.75±0.43 | 9.537 | <0.01 |
| Z(t)值 | -1.064 | -1.405 | 0.042a | 0.774a | ||||
| P值 | 0.287 | 0.160 | 0.967 | 0.442 | ||||
Table 3 Comparison of insulin resistance indices between the two groups before and after 3 months of intervention
| 组别 | 例数 | HOMA-β[M(QR)] | ||||||
|---|---|---|---|---|---|---|---|---|
| 干预前 | 干预后 | Z配对值 | P值 | |||||
| 对照组 | 30 | 71.57(60.70) | 104.34(69.31) | -3.959 | <0.01 | |||
| 试验组 | 30 | 84.35(60.32) | 127.90(97.96) | -4.083 | <0.01 | |||
| Z(t)值 | -0.946 | -1.375 | ||||||
| P值 | 0.344 | 0.169 | ||||||
| 组别 | HOMA-IR[M(QR)] | TyG指数( | ||||||
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | t配对值 | P值 | |
| 对照组 | 5.21(3.40) | 3.20(1.59) | -3.795 | <0.01 | 9.47±0.51 | 8.84±0.45 | 8.077 | <0.01 |
| 试验组 | 6.29(3.86) | 2.85(1.83) | -4.464 | <0.01 | 9.48±0.51 | 8.75±0.43 | 9.537 | <0.01 |
| Z(t)值 | -1.064 | -1.405 | 0.042a | 0.774a | ||||
| P值 | 0.287 | 0.160 | 0.967 | 0.442 | ||||
| 组别 | 例数 | TC(mmol/L) | TG(mmol/L) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | Z配对值 | P值 | ||
| 对照组 | 30 | 4.51(1.81) | 4.96(1.26) | -3.734 | 0.01 | 2.31(1.09) | 1.57(0.78) | -4.670 | <0.01 |
| 试验组 | 30 | 4.47(1.48) | 3.98(1.74) | -3.631 | <0.01 | 2.42(1.38) | 1.58(0.75) | -4.494 | <0.01 |
| Z值 | -0.200 | -0.067 | -0.340 | -0.030 | |||||
| P值 | 0.842 | 0.947 | 0.734 | 0.976 | |||||
| 组别 | LDL-C(mmol/L) | HDL-C(mmol/L) | |||||||
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | Z配对值 | P值 | ||
| 对照组 | 3.87(1.60) | 3.10(1.10) | -4.703 | <0.01 | 1.08(0.18) | 1.08(0.17) | -0.206 | 0.837 | |
| 试验组 | 3.63(1.49) | 3.11(1.29) | -4.186 | <0.01 | 1.11(0.28) | 1.12(0.28) | -0.598 | 0.550 | |
| Z值 | -1.079 | -0.037 | -0.503 | -0.207 | |||||
| P值 | 0.280 | 0.971 | 0.615 | 0.836 | |||||
| 组别 | UA(mmol/L) | ALT(U/L) | |||||||
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | Z配对值 | P值 | ||
| 对照组 | 404.55(117.25) | 376.28(107.00) | -2.880 | 0.004 | 38.70(31.50) | 27.37(17.25) | -4.231 | <0.01 | |
| 试验组 | 387.43(91.25) | 359.64(120.50) | -2.065 | 0.039 | 45.07(34.75) | 25.59(17.67) | -4.517 | <0.01 | |
| Z值 | -0.761 | -0.517 | -0.651 | -1.110 | |||||
| P值 | 0.446 | 0.605 | 0.515 | 0.267 | |||||
Table 4 Comparison of lipid parameters, UA, and ALT between the two groups before and after 3 months of intervention
| 组别 | 例数 | TC(mmol/L) | TG(mmol/L) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | Z配对值 | P值 | ||
| 对照组 | 30 | 4.51(1.81) | 4.96(1.26) | -3.734 | 0.01 | 2.31(1.09) | 1.57(0.78) | -4.670 | <0.01 |
| 试验组 | 30 | 4.47(1.48) | 3.98(1.74) | -3.631 | <0.01 | 2.42(1.38) | 1.58(0.75) | -4.494 | <0.01 |
| Z值 | -0.200 | -0.067 | -0.340 | -0.030 | |||||
| P值 | 0.842 | 0.947 | 0.734 | 0.976 | |||||
| 组别 | LDL-C(mmol/L) | HDL-C(mmol/L) | |||||||
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | Z配对值 | P值 | ||
| 对照组 | 3.87(1.60) | 3.10(1.10) | -4.703 | <0.01 | 1.08(0.18) | 1.08(0.17) | -0.206 | 0.837 | |
| 试验组 | 3.63(1.49) | 3.11(1.29) | -4.186 | <0.01 | 1.11(0.28) | 1.12(0.28) | -0.598 | 0.550 | |
| Z值 | -1.079 | -0.037 | -0.503 | -0.207 | |||||
| P值 | 0.280 | 0.971 | 0.615 | 0.836 | |||||
| 组别 | UA(mmol/L) | ALT(U/L) | |||||||
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | Z配对值 | P值 | ||
| 对照组 | 404.55(117.25) | 376.28(107.00) | -2.880 | 0.004 | 38.70(31.50) | 27.37(17.25) | -4.231 | <0.01 | |
| 试验组 | 387.43(91.25) | 359.64(120.50) | -2.065 | 0.039 | 45.07(34.75) | 25.59(17.67) | -4.517 | <0.01 | |
| Z值 | -0.761 | -0.517 | -0.651 | -1.110 | |||||
| P值 | 0.446 | 0.605 | 0.515 | 0.267 | |||||
| 组别 | 肝脏FF[M(QR),%] | 胰腺FF[M(QR),%] | CVAI( | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | t配对 | P值 | |
| 对照组 | 14.75(7.84) | 6.79(3.99) | -4.782 | <0.01 | 11.28(14.17) | 7.86(12.15) | -4.782 | <0.01 | 151.14±30.86 | 123.40±30.38 | 11.650 | <0.01 |
| 试验组 | 15.76(7.23) | 6.65(3.85) | -4.782 | <0.01 | 11.61(11.23) | 8.47(8.80) | -4.782 | <0.01 | 153.95±33.67 | 125.80±39.80 | 7.563 | <0.01 |
| t(Z)值 | -0.473a | -0.059a | -0.303a | -0.436a | 0.338 | 0.263 | ||||||
| P值 | 0.636 | 0.953 | 0.762 | 0.663 | 0.737 | 0.794 | ||||||
Table 5 Comparison of imaging examinations and CVAI between the two groups before and after 3 months of intervention
| 组别 | 肝脏FF[M(QR),%] | 胰腺FF[M(QR),%] | CVAI( | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | Z配对值 | P值 | 干预前 | 干预后 | t配对 | P值 | |
| 对照组 | 14.75(7.84) | 6.79(3.99) | -4.782 | <0.01 | 11.28(14.17) | 7.86(12.15) | -4.782 | <0.01 | 151.14±30.86 | 123.40±30.38 | 11.650 | <0.01 |
| 试验组 | 15.76(7.23) | 6.65(3.85) | -4.782 | <0.01 | 11.61(11.23) | 8.47(8.80) | -4.782 | <0.01 | 153.95±33.67 | 125.80±39.80 | 7.563 | <0.01 |
| t(Z)值 | -0.473a | -0.059a | -0.303a | -0.436a | 0.338 | 0.263 | ||||||
| P值 | 0.636 | 0.953 | 0.762 | 0.663 | 0.737 | 0.794 | ||||||
| 组别 | 例数 | ΔBW ( | BW下降百分比( | ΔBMI ( | ΔWC ( | ΔVFA ( |
|---|---|---|---|---|---|---|
| 对照组 | 30 | -7.150±3.047 | -8.250±3.448 | -2.300±0.799 | -6.730±3.648 | -27.300±18.679 |
| 试验组 | 30 | -8.990±2.878 | -10.030±3.010 | -3.103±1.007 | -7.600±2.990 | -38.700±21.288 |
| t(Z)值 | 0.398a | 0.193 | 0.362 | 0.259 | 1.322 | |
| P值 | 0.019 | 0.038 | 0.01 | 0.318 | 0.031 | |
| 组别 | ΔFPG [M(QR),mmol/L] | ΔHOMA-β ( | ΔHOMA-IR ( | Δ肝脏FF [M(QR),%] | Δ胰腺FF ( | |
| 对照组 | -2.097(1.430) | 32.768±37.777 | -2.012±2.570 | -7.967(5.83) | -3.425±2.518 | |
| 试验组 | -2.323(1.380) | 43.549±48.288 | -3.434±3.010 | -9.115(6.740) | -3.129±2.423 | |
| t(Z)值 | -2.205a | 2.957 | 0.533 | -0.791a | 0.143 | |
| P值 | 0.027 | 0.399 | 0.054 | 0.429 | 0.644 |
Table 6 Comparison of the differences in body composition, FBG, insulin resistance indices, and imaging examinations between the two groups before and after 3 months of intervention
| 组别 | 例数 | ΔBW ( | BW下降百分比( | ΔBMI ( | ΔWC ( | ΔVFA ( |
|---|---|---|---|---|---|---|
| 对照组 | 30 | -7.150±3.047 | -8.250±3.448 | -2.300±0.799 | -6.730±3.648 | -27.300±18.679 |
| 试验组 | 30 | -8.990±2.878 | -10.030±3.010 | -3.103±1.007 | -7.600±2.990 | -38.700±21.288 |
| t(Z)值 | 0.398a | 0.193 | 0.362 | 0.259 | 1.322 | |
| P值 | 0.019 | 0.038 | 0.01 | 0.318 | 0.031 | |
| 组别 | ΔFPG [M(QR),mmol/L] | ΔHOMA-β ( | ΔHOMA-IR ( | Δ肝脏FF [M(QR),%] | Δ胰腺FF ( | |
| 对照组 | -2.097(1.430) | 32.768±37.777 | -2.012±2.570 | -7.967(5.83) | -3.425±2.518 | |
| 试验组 | -2.323(1.380) | 43.549±48.288 | -3.434±3.010 | -9.115(6.740) | -3.129±2.423 | |
| t(Z)值 | -2.205a | 2.957 | 0.533 | -0.791a | 0.143 | |
| P值 | 0.027 | 0.399 | 0.054 | 0.429 | 0.644 |
| ΔFPG | 对照组 | 试验组 | ||
|---|---|---|---|---|
| r(rs)值 | P值 | r(rs)值 | P值 | |
| ΔBW | 0.662 | <0.01 | 0.518 | <0.01 |
| ΔWC | 0.483 | <0.01 | 0.390 | 0.033 |
| ΔBMI | 0.075 | 0.694 | 0.474 | <0.01 |
| ΔVFA | 0.584 | 0.01 | 0.317 | 0.088 |
| ΔHOMA-β | -0.182 | 0.337 | -0.243 | 0.197 |
| ΔHOMA-IR | -0.669 | <0.01 | 0.614 | <0.01 |
| Δ肝脏FF | 0.502a | <0.01 | 0.368a | 0.046 |
| Δ胰腺FF | 0.197 | 0.297 | 0.068 | 0.712 |
Table 7 Correlation analysis of ΔFPG and the differences in metabolic indicators
| ΔFPG | 对照组 | 试验组 | ||
|---|---|---|---|---|
| r(rs)值 | P值 | r(rs)值 | P值 | |
| ΔBW | 0.662 | <0.01 | 0.518 | <0.01 |
| ΔWC | 0.483 | <0.01 | 0.390 | 0.033 |
| ΔBMI | 0.075 | 0.694 | 0.474 | <0.01 |
| ΔVFA | 0.584 | 0.01 | 0.317 | 0.088 |
| ΔHOMA-β | -0.182 | 0.337 | -0.243 | 0.197 |
| ΔHOMA-IR | -0.669 | <0.01 | 0.614 | <0.01 |
| Δ肝脏FF | 0.502a | <0.01 | 0.368a | 0.046 |
| Δ胰腺FF | 0.197 | 0.297 | 0.068 | 0.712 |
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