
Chinese General Practice ›› 2026, Vol. 29 ›› Issue (12): 1572-1578.DOI: 10.12114/j.issn.1007-9572.2025.0283
Special Issue: 内分泌代谢性疾病最新文章合辑
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Received:2025-09-03
Revised:2025-12-02
Published:2026-04-20
Online:2026-03-12
Contact:
WANG Liye
通讯作者:
王丽晔
作者简介:作者贡献:
宋路提出主要研究目标,负责研究的构思与设计,研究的实施,撰写论文;宋路、兰志刚、冯丽萍负责研究的实施与可行性分析;周葳、王丽晔、陈朔华进行数据的收集与整理;冯丽萍负责统计学处理,表格的绘制与展示;刘运秋、王丽晔进行论文的修订;宋路、王丽晔负责文章的质量控制与审查,对文章整体负责,监督管理。
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URL: https://www.chinagp.net/EN/10.12114/j.issn.1007-9572.2025.0283
| 组别 | 例数 | 年龄( | BMI( | FPG( | TC( | LDL-C( | HDL-C( | 心率( |
|---|---|---|---|---|---|---|---|---|
| FPG正常组 | 15 727 | 42.24±9.69 | 25.2±3.4 | 5.15±0.50 | 4.74±1.27 | 2.78±0.76 | 1.38±0.39 | 75.63±11.21 |
| IFG组 | 1 490 | 45.48±9.22a | 25.9±3.4a | 6.44±0.24a | 5.10±1.17a | 2.94±0.78a | 1.38±0.36 | 78.73±12.27a |
| 糖尿病组 | 1 221 | 48.35±8.49ab | 26.5±3.6ab | 9.14±2.73ab | 5.24±1.38ab | 2.98±0.91a | 1.33±0.53ab | 80.06±12.98ab |
| F(χ2)值 | 289.74 | 110.86 | 13 611.76 | 131.63 | 61.35 | 8.24 | 125.77 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
| 组别 | HGB( | WBC( | 中性粒细胞计数( | hs-CRP( | 接触粉尘年限( | 吸烟[例(%)] | 饮酒[例(%)] | 体育锻炼[例(%)] |
| FPG正常组 | 148.74±32.47 | 6.47±1.75 | 4.20±3.89 | 1.67±3.30 | 13.90±11.23 | 6 690(42.5) | 4 694(29.8) | 1 012(6.4) |
| IFG组 | 152.47±24.43a | 6.71±1.89a | 4.43±4.62a | 1.83±3.99 | 16.56±11.59a | 612(41.1) | 489(32.8)a | 79(5.3) |
| 糖尿病组 | 151.08±31.60a | 6.87±1.83ab | 4.99±6.19ab | 2.27±4.23ab | 20.63±12.13ab | 559(45.8)ab | 412(33.7)a | 69(5.7) |
| F(χ2)值 | 11.67 | 38.91 | 21.51 | 18.42 | 192.99 | 10.81c | 12.83c | 7.23c |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | 0.029 | 0.002 | 0.124 |
| 组别 | 打鼾[例(%)] | 高血压[例(%)] | 受教育程度[例(%)] | 体力劳动[例(%)] | ||||
| 未上学 | 小学 | 初中 | 高中 | 大学及以上 | ||||
| FPG正常组 | 1 422(9.0) | 4 660(29.6) | 13(0.1) | 184(1.2) | 8 416(53.5) | 4 675(29.7) | 2 439(15.5) | 14 196(90.3) |
| IFG组 | 151(10.1)a | 679(45.6)a | 2(0.1) | 23(1.5) | 886(59.5) | 417(28.0) | 162(10.9) | 1 326(89.0) |
| 糖尿病组 | 177(14.5)ab | 632(51.8)ab | 3(0.2) | 28(2.3) | 750(61.4) | 313(25.6) | 127(10.4) | 1 127(92.3)ab |
| F(χ2)值 | 54.27c | 382.14c | 80.01c | 8.51c | ||||
| P值 | <0.001 | <0.001 | <0.001 | 0.014 | ||||
Table 1 Comparison of the general conditions of the three study groups
| 组别 | 例数 | 年龄( | BMI( | FPG( | TC( | LDL-C( | HDL-C( | 心率( |
|---|---|---|---|---|---|---|---|---|
| FPG正常组 | 15 727 | 42.24±9.69 | 25.2±3.4 | 5.15±0.50 | 4.74±1.27 | 2.78±0.76 | 1.38±0.39 | 75.63±11.21 |
| IFG组 | 1 490 | 45.48±9.22a | 25.9±3.4a | 6.44±0.24a | 5.10±1.17a | 2.94±0.78a | 1.38±0.36 | 78.73±12.27a |
| 糖尿病组 | 1 221 | 48.35±8.49ab | 26.5±3.6ab | 9.14±2.73ab | 5.24±1.38ab | 2.98±0.91a | 1.33±0.53ab | 80.06±12.98ab |
| F(χ2)值 | 289.74 | 110.86 | 13 611.76 | 131.63 | 61.35 | 8.24 | 125.77 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
| 组别 | HGB( | WBC( | 中性粒细胞计数( | hs-CRP( | 接触粉尘年限( | 吸烟[例(%)] | 饮酒[例(%)] | 体育锻炼[例(%)] |
| FPG正常组 | 148.74±32.47 | 6.47±1.75 | 4.20±3.89 | 1.67±3.30 | 13.90±11.23 | 6 690(42.5) | 4 694(29.8) | 1 012(6.4) |
| IFG组 | 152.47±24.43a | 6.71±1.89a | 4.43±4.62a | 1.83±3.99 | 16.56±11.59a | 612(41.1) | 489(32.8)a | 79(5.3) |
| 糖尿病组 | 151.08±31.60a | 6.87±1.83ab | 4.99±6.19ab | 2.27±4.23ab | 20.63±12.13ab | 559(45.8)ab | 412(33.7)a | 69(5.7) |
| F(χ2)值 | 11.67 | 38.91 | 21.51 | 18.42 | 192.99 | 10.81c | 12.83c | 7.23c |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | 0.029 | 0.002 | 0.124 |
| 组别 | 打鼾[例(%)] | 高血压[例(%)] | 受教育程度[例(%)] | 体力劳动[例(%)] | ||||
| 未上学 | 小学 | 初中 | 高中 | 大学及以上 | ||||
| FPG正常组 | 1 422(9.0) | 4 660(29.6) | 13(0.1) | 184(1.2) | 8 416(53.5) | 4 675(29.7) | 2 439(15.5) | 14 196(90.3) |
| IFG组 | 151(10.1)a | 679(45.6)a | 2(0.1) | 23(1.5) | 886(59.5) | 417(28.0) | 162(10.9) | 1 326(89.0) |
| 糖尿病组 | 177(14.5)ab | 632(51.8)ab | 3(0.2) | 28(2.3) | 750(61.4) | 313(25.6) | 127(10.4) | 1 127(92.3)ab |
| F(χ2)值 | 54.27c | 382.14c | 80.01c | 8.51c | ||||
| P值 | <0.001 | <0.001 | <0.001 | 0.014 | ||||
| 组别 | 例数 | FVC%pred | FEV1%pred | MMEF%pred | FEV1/FVC |
|---|---|---|---|---|---|
| FPG正常组 | 15 727 | 91.70±12.32 | 87.27±14.83 | 92.00±26.21 | 89.76±6.28 |
| IFG组 | 1 490 | 90.98±13.06 | 88.01±16.20 | 94.27±27.78a | 89.72±6.30 |
| 糖尿病组 | 1 221 | 88.51±12.72ab | 85.00±15.30ab | 92.20±27.48b | 89.43±6.57 |
| F值 | 38.46 | 15.55 | 5.04 | 1.56 | |
| P值 | <0.001 | <0.001 | 0.006 | 0.211 |
Table 2 Comparison of lung function indicators among the three study groups
| 组别 | 例数 | FVC%pred | FEV1%pred | MMEF%pred | FEV1/FVC |
|---|---|---|---|---|---|
| FPG正常组 | 15 727 | 91.70±12.32 | 87.27±14.83 | 92.00±26.21 | 89.76±6.28 |
| IFG组 | 1 490 | 90.98±13.06 | 88.01±16.20 | 94.27±27.78a | 89.72±6.30 |
| 糖尿病组 | 1 221 | 88.51±12.72ab | 85.00±15.30ab | 92.20±27.48b | 89.43±6.57 |
| F值 | 38.46 | 15.55 | 5.04 | 1.56 | |
| P值 | <0.001 | <0.001 | 0.006 | 0.211 |
| 组别 | 例数 | FVC%pred下降速度 | FEV1%pred下降速度 | MMEF%pred下降速度 | FEV1/FVC下降速度 |
|---|---|---|---|---|---|
| FPG正常组 | 10 657 | -1.51(8.00) | -2.89(10.00) | -4.72(15.00) | -0.76(3.73) |
| IFG组 | 1 054 | -1.43(9.00) | -3.28(12.00) | -4.76(17.00) | -0.80(3.90) |
| 糖尿病组 | 737 | -0.95(8.00) | -2.68(11.00)a | -4.64(16.00) | -0.66(3.95) |
| H值 | 3.074 | 7.383 | 2.552 | 0.633 | |
| P值 | 0.215 | 0.025 | 0.279 | 0.729 |
Table 3 Comparison of the decline rates of lung function indicators among the three study groups
| 组别 | 例数 | FVC%pred下降速度 | FEV1%pred下降速度 | MMEF%pred下降速度 | FEV1/FVC下降速度 |
|---|---|---|---|---|---|
| FPG正常组 | 10 657 | -1.51(8.00) | -2.89(10.00) | -4.72(15.00) | -0.76(3.73) |
| IFG组 | 1 054 | -1.43(9.00) | -3.28(12.00) | -4.76(17.00) | -0.80(3.90) |
| 糖尿病组 | 737 | -0.95(8.00) | -2.68(11.00)a | -4.64(16.00) | -0.66(3.95) |
| H值 | 3.074 | 7.383 | 2.552 | 0.633 | |
| P值 | 0.215 | 0.025 | 0.279 | 0.729 |
| 变量 | 模型1 | 模型2 | 模型3 | |||
|---|---|---|---|---|---|---|
| B(95%CI) | P值 | B(95%CI) | P值 | B(95%CI) | P值 | |
| FVC%pred | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -0.721(-1.381~-0.062) | 0.032 | 0.211(-0.435~0.857) | 0.522 | 0.387(-0.311~1.085) | 0.277 |
| 糖尿病组 | -3.189(-3.911~-0.208) | <0.001 | -1.433(-2.146~-0.719) | <0.001 | -1.000(-1.784~-0.218) | 0.012 |
| FEV1%pred | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | 0.745(-0.051~1.541) | 0.067 | 0.965(-0.167~1.764) | 0.098 | 1.027(-0.162~1.891) | 0.120 |
| 糖尿病组 | -2.272(-3.144~-1.399) | <0.001 | -1.856(-2.739~-0.974) | <0.001 | -1.266(-2.236~-0.296) | 0.011 |
| MMEF%pred | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | 2.275(0.871~3.679) | 0.002 | 1.558(0.152~2.963) | 0.030 | 1.128(-0.402~2.658) | 0.149 |
| 糖尿病组 | 0.199(-1.399~1.738) | 0.799 | -1.152(-2.705~0.401) | 0.146 | -1.166(-2.882~0.550) | 0.183 |
| FEV1/FVC | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -0.037(-0.372~0.298) | 0.830 | 0.148(-0.187~0.483) | 0.387 | 0.078(-0.281~0.434) | 0.671 |
| 糖尿病组 | -0.330(-0.697~0.037) | 0.078 | 0.017(-0.353~0.388) | 0.927 | -0.096(-0.499~0.307) | 0.641 |
Table 4 Generalized linear model analysis of factors affecting lung function
| 变量 | 模型1 | 模型2 | 模型3 | |||
|---|---|---|---|---|---|---|
| B(95%CI) | P值 | B(95%CI) | P值 | B(95%CI) | P值 | |
| FVC%pred | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -0.721(-1.381~-0.062) | 0.032 | 0.211(-0.435~0.857) | 0.522 | 0.387(-0.311~1.085) | 0.277 |
| 糖尿病组 | -3.189(-3.911~-0.208) | <0.001 | -1.433(-2.146~-0.719) | <0.001 | -1.000(-1.784~-0.218) | 0.012 |
| FEV1%pred | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | 0.745(-0.051~1.541) | 0.067 | 0.965(-0.167~1.764) | 0.098 | 1.027(-0.162~1.891) | 0.120 |
| 糖尿病组 | -2.272(-3.144~-1.399) | <0.001 | -1.856(-2.739~-0.974) | <0.001 | -1.266(-2.236~-0.296) | 0.011 |
| MMEF%pred | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | 2.275(0.871~3.679) | 0.002 | 1.558(0.152~2.963) | 0.030 | 1.128(-0.402~2.658) | 0.149 |
| 糖尿病组 | 0.199(-1.399~1.738) | 0.799 | -1.152(-2.705~0.401) | 0.146 | -1.166(-2.882~0.550) | 0.183 |
| FEV1/FVC | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -0.037(-0.372~0.298) | 0.830 | 0.148(-0.187~0.483) | 0.387 | 0.078(-0.281~0.434) | 0.671 |
| 糖尿病组 | -0.330(-0.697~0.037) | 0.078 | 0.017(-0.353~0.388) | 0.927 | -0.096(-0.499~0.307) | 0.641 |
| 变量 | 模型1 | 模型2 | 模型3 | |||
|---|---|---|---|---|---|---|
| B(95%CI) | P值 | B(95%CI) | P值 | B(95%CI) | P值 | |
| FVC%pred下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -0.535(-2.047~0.977) | 0.488 | -0.422(-1.939~1.096) | 0.586 | -0.143(-1.693~1.407) | 0.857 |
| 糖尿病组 | 0.439(-1.344~2.222) | 0.629 | 0.656(-1.145~2.456) | 0.475 | 0.039(-1.811~1.889) | 0.967 |
| FEV1%pred下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -1.407(-3.466~0.651) | 0.180 | -1.316(-3.382~0.751) | 0.212 | -0.785(-2.897~1.327) | 0.466 |
| 糖尿病组 | 0.126(-2.302~2.554) | 0.919 | 0.302(-2.150~2.753) | 0.809 | -0.391(-2.911~2.130) | 0.761 |
| MMEF%pred下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -2.020(-5.522~1.482) | 0.258 | -1.748(-5.262~1.766) | 0.330 | -1.335(-4.945~2.275) | 0.469 |
| 糖尿病组 | -1.095(-5.226~3.036) | 0.603 | -0.574(-4.744~3.596) | 0.809 | -0.812(-5.120~3.497) | 0.712 |
| FEV1/FVC下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -0.150(-0.993~0.693) | 0.728 | -0.131(-0.977~0.715) | 0.762 | -0.283(-1.148~0.581) | 0.521 |
| 糖尿病组 | -0.254(-1.248~0.741) | 0.617 | -0.217(-1.222~0.787) | 0.671 | -0.307(-1.339~0.725) | 0.560 |
Table 5 Generalized linear model analysis of factors affecting the decline rate of lung function
| 变量 | 模型1 | 模型2 | 模型3 | |||
|---|---|---|---|---|---|---|
| B(95%CI) | P值 | B(95%CI) | P值 | B(95%CI) | P值 | |
| FVC%pred下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -0.535(-2.047~0.977) | 0.488 | -0.422(-1.939~1.096) | 0.586 | -0.143(-1.693~1.407) | 0.857 |
| 糖尿病组 | 0.439(-1.344~2.222) | 0.629 | 0.656(-1.145~2.456) | 0.475 | 0.039(-1.811~1.889) | 0.967 |
| FEV1%pred下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -1.407(-3.466~0.651) | 0.180 | -1.316(-3.382~0.751) | 0.212 | -0.785(-2.897~1.327) | 0.466 |
| 糖尿病组 | 0.126(-2.302~2.554) | 0.919 | 0.302(-2.150~2.753) | 0.809 | -0.391(-2.911~2.130) | 0.761 |
| MMEF%pred下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -2.020(-5.522~1.482) | 0.258 | -1.748(-5.262~1.766) | 0.330 | -1.335(-4.945~2.275) | 0.469 |
| 糖尿病组 | -1.095(-5.226~3.036) | 0.603 | -0.574(-4.744~3.596) | 0.809 | -0.812(-5.120~3.497) | 0.712 |
| FEV1/FVC下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -0.150(-0.993~0.693) | 0.728 | -0.131(-0.977~0.715) | 0.762 | -0.283(-1.148~0.581) | 0.521 |
| 糖尿病组 | -0.254(-1.248~0.741) | 0.617 | -0.217(-1.222~0.787) | 0.671 | -0.307(-1.339~0.725) | 0.560 |
| 变量 | 模型1 | 模型2 | 模型3 | |||
|---|---|---|---|---|---|---|
| B(95%CI) | P值 | B(95%CI) | P值 | B(95%CI) | P值 | |
| FVC%pred下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | 0.079(-0.459~0.617) | 0.773 | 0.202(-0.337~0.742) | 0.462 | 0.428(-0.044~0.899) | 0.075 |
| 糖尿病组 | -0.359(-0.987~0.269) | 0.263 | -0.160(-0.793~0.473) | 0.620 | -0.158(-0.711~0.395) | 0.576 |
| FEV1%pred下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -0.843(-1.490~-0.195) | 0.011 | -0.850(-1.500~-0.199) | 0.011 | 0.066(-0.378~0.510) | 0.771 |
| 糖尿病组 | -0.358(-1.114~0.398) | 0.353 | -0.370(-1.132~0.394) | 0.343 | -0.346(-0.866~0.173) | 0.192 |
| MMEF%pred下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -1.450(-2.439~-0.461) | 0.004 | -1.447(-2.441~-0.454) | 0.004 | -0.425(-1.227~0.377) | 0.469 |
| 糖尿病组 | -0.486(-1.641~0.669) | 0.409 | -0.482(-1.648~0.684) | 0.418 | -0.510(-1.450~0.430) | 0.287 |
| FEV1/FVC下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -0.176(-0.450~0.097) | 0.206 | -0.193(-0.468~0.082) | 0.169 | -0.112(-0.366~0.142) | 0.387 |
| 糖尿病组 | 0.056(-0.263~0.376) | 0.729 | 0.030(-0.292~0.353) | 0.854 | -0.002(-0.299~0.296) | 0.992 |
Table 6 Generalized linear model analysis of factors affecting the decline rate of lung function
| 变量 | 模型1 | 模型2 | 模型3 | |||
|---|---|---|---|---|---|---|
| B(95%CI) | P值 | B(95%CI) | P值 | B(95%CI) | P值 | |
| FVC%pred下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | 0.079(-0.459~0.617) | 0.773 | 0.202(-0.337~0.742) | 0.462 | 0.428(-0.044~0.899) | 0.075 |
| 糖尿病组 | -0.359(-0.987~0.269) | 0.263 | -0.160(-0.793~0.473) | 0.620 | -0.158(-0.711~0.395) | 0.576 |
| FEV1%pred下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -0.843(-1.490~-0.195) | 0.011 | -0.850(-1.500~-0.199) | 0.011 | 0.066(-0.378~0.510) | 0.771 |
| 糖尿病组 | -0.358(-1.114~0.398) | 0.353 | -0.370(-1.132~0.394) | 0.343 | -0.346(-0.866~0.173) | 0.192 |
| MMEF%pred下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -1.450(-2.439~-0.461) | 0.004 | -1.447(-2.441~-0.454) | 0.004 | -0.425(-1.227~0.377) | 0.469 |
| 糖尿病组 | -0.486(-1.641~0.669) | 0.409 | -0.482(-1.648~0.684) | 0.418 | -0.510(-1.450~0.430) | 0.287 |
| FEV1/FVC下降速度 | ||||||
| FPG正常组 | 1.000 | 1.000 | 1.000 | |||
| IFG组 | -0.176(-0.450~0.097) | 0.206 | -0.193(-0.468~0.082) | 0.169 | -0.112(-0.366~0.142) | 0.387 |
| 糖尿病组 | 0.056(-0.263~0.376) | 0.729 | 0.030(-0.292~0.353) | 0.854 | -0.002(-0.299~0.296) | 0.992 |
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