
OCCUPATION AND HEALTH ›› 2026, Vol. 42 ›› Issue (9): 1153-1157.
• Treatise • Next Articles
CHEN Xiaoli, LI Xueqin, ZHAO Fangfang, ZHAO Liangliang, WANG Yan(
)
Received:2025-08-07
Revised:2025-08-25
Online:2026-05-01
Published:2026-05-22
Contact:
WANG Yan,E-mail:5172258245@qq.com
CLC Number:
CHEN Xiaoli, LI Xueqin, ZHAO Fangfang, ZHAO Liangliang, WANG Yan. Risk factors and prediction model construction of re-acute exacerbation of coal workers' pneumoconiosis patients combined with chronic obstructive pulmonary disease. [J]OCCUPATION AND HEALTH, 2026, 42(9): 1153-1157.
| 项目 | 再次急性 加重组 (n=80) | 非再次急性 加重组 (n=148) | t/χ2值 | P值 |
|---|---|---|---|---|
| 年龄(岁) | 2.132b | 0.144 | ||
| ≥60 | 36(45.00) | 52(35.14) | ||
| <60 | 44(55.00) | 96(64.86) | ||
| 性别 | 2.308b | 0.129 | ||
| 男 | 50(62.50) | 77(52.03) | ||
| 女 | 30(37.50) | 71(47.97) | ||
| 受教育水平 | 1.471b | 0.225 | ||
| 初中及以下 | 42(52.50) | 90(60.81) | ||
| 高中及以上 | 38(47.50) | 58(39.19) | ||
| 吸烟 | 1.201b | 0.273 | ||
| 是 | 45(56.25) | 72(48.65) | ||
| 否 | 35(43.75) | 76(51.35) | ||
| 合并其他基础疾病 | 0.993b | 0.319 | ||
| 是 | 22(27.50) | 32(21.62) | ||
| 否 | 58(72.50) | 116(78.38) | ||
| 病程(年) | 61.455b | <0.001 | ||
| ≥10 | 65(81.25) | 40(27.03) | ||
| <10 | 15(18.75) | 108(72.97) | ||
| 肺功能分级 | 5.217b | 0.157 | ||
| 轻度 | 3(3.75) | 7(4.73) | ||
| 中度 | 17(21.25) | 52(35.14) | ||
| 重度 | 36(45.00) | 52(35.14) | ||
| 极重度 | 24(30.00) | 37(25.00) | ||
| mMRC呼吸困难量表评分 | 2.976b | 0.085 | ||
| ≥3 | 25(31.25) | 31(20.95) | ||
| <3 | 55(68.75) | 117(79.05) | ||
| 合并营养不良 | 0.791b | 0.374 | ||
| 是 | 10(12.50) | 13(8.78) | ||
| 否 | 70(87.50) | 135(91.22) | ||
| 近12个月内急性加重 发作次数(次) | 42.419b | <0.001 | ||
| ≥2 | 58(72.50) | 41(27.70) | ||
| <2 | 22(27.50) | 107(72.30) | ||
| 出院时6 min步行距离(m) | 0.069b | 0.793 | ||
| ≥450 | 42(52.50) | 75(50.68) | ||
| <450 | 38(47.50) | 73(49.32) | ||
| 出院时COPD自我评 估测试评分 | 38.424b | <0.001 | ||
| ≥10 | 58(72.50) | 44(29.73) | ||
| <10 | 22(27.50) | 104(70.27) | ||
| 住院时间(d) | 13.81±3.41 | 13.09±2.19 | 1.936b | 0.054 |
| 出院时肺功能指标 | ||||
| 用力肺活量(L) | 2.06±0.63 | 2.69±0.85 | 5.819a | <0.001 |
| 第1秒用力肺活量(L) | 1.27±0.25 | 1.32±0.32 | 1.211a | 0.227 |
| 第1秒用力肺活量占 预计值百分比(%) | 46.38±12.06 | 48.73±12.29 | -1.387a | 0.167 |
| 出院时实验室指标 | ||||
| 中性粒细胞百分比(%) | 68.60±12.86 | 66.67±9.24 | 1.306a | 0.193 |
| C反应蛋白(mg/L) | 11.14±3.90 | 10.39±2.42 | 1.789a | 0.075 |
| D-二聚体(mg/L) | 1.01±0.27 | 0.97±0.23 | 1.178a | 0.240 |
| 纤维蛋白原(g/L) | 4.14±0.80 | 4.09±0.72 | 0.481a | 0.631 |
| 项目 | 再次急性 加重组 (n=80) | 非再次急性 加重组 (n=148) | t/χ2值 | P值 |
|---|---|---|---|---|
| 年龄(岁) | 2.132b | 0.144 | ||
| ≥60 | 36(45.00) | 52(35.14) | ||
| <60 | 44(55.00) | 96(64.86) | ||
| 性别 | 2.308b | 0.129 | ||
| 男 | 50(62.50) | 77(52.03) | ||
| 女 | 30(37.50) | 71(47.97) | ||
| 受教育水平 | 1.471b | 0.225 | ||
| 初中及以下 | 42(52.50) | 90(60.81) | ||
| 高中及以上 | 38(47.50) | 58(39.19) | ||
| 吸烟 | 1.201b | 0.273 | ||
| 是 | 45(56.25) | 72(48.65) | ||
| 否 | 35(43.75) | 76(51.35) | ||
| 合并其他基础疾病 | 0.993b | 0.319 | ||
| 是 | 22(27.50) | 32(21.62) | ||
| 否 | 58(72.50) | 116(78.38) | ||
| 病程(年) | 61.455b | <0.001 | ||
| ≥10 | 65(81.25) | 40(27.03) | ||
| <10 | 15(18.75) | 108(72.97) | ||
| 肺功能分级 | 5.217b | 0.157 | ||
| 轻度 | 3(3.75) | 7(4.73) | ||
| 中度 | 17(21.25) | 52(35.14) | ||
| 重度 | 36(45.00) | 52(35.14) | ||
| 极重度 | 24(30.00) | 37(25.00) | ||
| mMRC呼吸困难量表评分 | 2.976b | 0.085 | ||
| ≥3 | 25(31.25) | 31(20.95) | ||
| <3 | 55(68.75) | 117(79.05) | ||
| 合并营养不良 | 0.791b | 0.374 | ||
| 是 | 10(12.50) | 13(8.78) | ||
| 否 | 70(87.50) | 135(91.22) | ||
| 近12个月内急性加重 发作次数(次) | 42.419b | <0.001 | ||
| ≥2 | 58(72.50) | 41(27.70) | ||
| <2 | 22(27.50) | 107(72.30) | ||
| 出院时6 min步行距离(m) | 0.069b | 0.793 | ||
| ≥450 | 42(52.50) | 75(50.68) | ||
| <450 | 38(47.50) | 73(49.32) | ||
| 出院时COPD自我评 估测试评分 | 38.424b | <0.001 | ||
| ≥10 | 58(72.50) | 44(29.73) | ||
| <10 | 22(27.50) | 104(70.27) | ||
| 住院时间(d) | 13.81±3.41 | 13.09±2.19 | 1.936b | 0.054 |
| 出院时肺功能指标 | ||||
| 用力肺活量(L) | 2.06±0.63 | 2.69±0.85 | 5.819a | <0.001 |
| 第1秒用力肺活量(L) | 1.27±0.25 | 1.32±0.32 | 1.211a | 0.227 |
| 第1秒用力肺活量占 预计值百分比(%) | 46.38±12.06 | 48.73±12.29 | -1.387a | 0.167 |
| 出院时实验室指标 | ||||
| 中性粒细胞百分比(%) | 68.60±12.86 | 66.67±9.24 | 1.306a | 0.193 |
| C反应蛋白(mg/L) | 11.14±3.90 | 10.39±2.42 | 1.789a | 0.075 |
| D-二聚体(mg/L) | 1.01±0.27 | 0.97±0.23 | 1.178a | 0.240 |
| 纤维蛋白原(g/L) | 4.14±0.80 | 4.09±0.72 | 0.481a | 0.631 |
| 变量 | 赋值 |
|---|---|
| 病程≥10年 | 0=否;1=是 |
| 近12个月内急性加重发作次数≥2次 | 0=否;1=是 |
| 出院时COPD自我评估测试评分≥10分 | 0=否;1=是 |
| 用力肺活量(L) | 实际测量值 |
| 变量 | 赋值 |
|---|---|
| 病程≥10年 | 0=否;1=是 |
| 近12个月内急性加重发作次数≥2次 | 0=否;1=是 |
| 出院时COPD自我评估测试评分≥10分 | 0=否;1=是 |
| 用力肺活量(L) | 实际测量值 |
| 影响因素 | β值 | sx | Wald χ2值 | OR值 | 95%CI | P值 |
|---|---|---|---|---|---|---|
| 病程≥10年 | 2.680 | 0.450 | 35.512 | 14.586 | 6.041~35.218 | <0.001 |
| 近12个月内急性加重发作次数≥2次 | 1.633 | 0.415 | 15.515 | 5.121 | 2.272~11.544 | <0.001 |
| 出院时COPD自我评估测试评分≥10分 | 2.027 | 0.432 | 22.055 | 7.595 | 3.259~17.700 | <0.001 |
| 用力肺活量 | -1.078 | 0.284 | 14.435 | 0.340 | 0.195~0.593 | <0.001 |
| 常量 | -1.491 | 0.782 | 3.633 | 0.225 | 0.057 |
| 影响因素 | β值 | sx | Wald χ2值 | OR值 | 95%CI | P值 |
|---|---|---|---|---|---|---|
| 病程≥10年 | 2.680 | 0.450 | 35.512 | 14.586 | 6.041~35.218 | <0.001 |
| 近12个月内急性加重发作次数≥2次 | 1.633 | 0.415 | 15.515 | 5.121 | 2.272~11.544 | <0.001 |
| 出院时COPD自我评估测试评分≥10分 | 2.027 | 0.432 | 22.055 | 7.595 | 3.259~17.700 | <0.001 |
| 用力肺活量 | -1.078 | 0.284 | 14.435 | 0.340 | 0.195~0.593 | <0.001 |
| 常量 | -1.491 | 0.782 | 3.633 | 0.225 | 0.057 |
| 项目 | 最佳截断值 | ROC曲线下面积 | 灵敏度(%) | 特异度(%) | 约登指数(%) |
|---|---|---|---|---|---|
| 病程≥10年 | 0.50 | 0.771 | 81.25 | 72.97 | 54.22 |
| 近12个月内急性加重发作次数≥2次 | 0.50 | 0.724 | 72.50 | 72.30 | 44.80 |
| 出院时COPD自我评估测试评分≥10分 | 0.50 | 0.714 | 72.50 | 70.27 | 42.77 |
| 用力肺活量 | 2.69 | 0.726 | 87.50 | 52.03 | 39.53 |
| 回归模型P值预测概率 | 39.46 | 0.919 | 87.50 | 85.81 | 73.31 |
| 项目 | 最佳截断值 | ROC曲线下面积 | 灵敏度(%) | 特异度(%) | 约登指数(%) |
|---|---|---|---|---|---|
| 病程≥10年 | 0.50 | 0.771 | 81.25 | 72.97 | 54.22 |
| 近12个月内急性加重发作次数≥2次 | 0.50 | 0.724 | 72.50 | 72.30 | 44.80 |
| 出院时COPD自我评估测试评分≥10分 | 0.50 | 0.714 | 72.50 | 70.27 | 42.77 |
| 用力肺活量 | 2.69 | 0.726 | 87.50 | 52.03 | 39.53 |
| 回归模型P值预测概率 | 39.46 | 0.919 | 87.50 | 85.81 | 73.31 |
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