职业与健康 ›› 2026, Vol. 42 ›› Issue (9): 1153-1157.

• 论著 •    下一篇

伴慢性阻塞性肺疾病煤工尘肺再次急性加重危险因素及预测模型构建

陈晓丽, 李雪琴, 赵芳芳, 赵良良, 王燕()   

  1. 晋城大医院,山西 晋城 048006
  • 收稿日期:2025-08-07 修回日期:2025-08-25 出版日期:2026-05-01 发布日期:2026-05-22
  • 通信作者: 王燕,E-mail:5172258245@qq.com
  • 作者简介:陈晓丽,女,副主任医师,主要从事慢性阻塞性肺疾病的研究工作。
  • 基金资助:
    2023年山西省高等学校科技创新项目(2023L149)

Risk factors and prediction model construction of re-acute exacerbation of coal workers' pneumoconiosis patients combined with chronic obstructive pulmonary disease

CHEN Xiaoli, LI Xueqin, ZHAO Fangfang, ZHAO Liangliang, WANG Yan()   

  1. Jincheng General Hospital,Jincheng,Shanxi 048006,China
  • Received:2025-08-07 Revised:2025-08-25 Online:2026-05-01 Published:2026-05-22
  • Contact: WANG Yan,E-mail:5172258245@qq.com

摘要:

目的 探讨伴慢性阻塞性肺疾病(chronic obstructive pulmonary disease,COPD)煤工尘肺再次急性加重危险因素并进一步构建相关临床预测模型,为早期发现再次急性加重高危人群及制定针对性防治方案提供参考。方法 回顾性纳入2020年1月—2023年6月于晋城大医院诊治伴COPD煤工尘肺患者共228例,根据出院后12个月内是否再次出现急性加重分组,利用单因素以及多因素方法分析伴COPD煤工尘肺再次急性加重的独立危险因素,构建伴COPD煤工尘肺再次急性加重风险预测模型并进行预测效能分析。结果 本研究纳入的228例患者出院后12个月内再次出现急性加重的共80例,发生率为35.09%。单因素分析结果显示,病程、近12个月内急性加重发作次数、COPD自我评估测试评分、用力肺活量均可能与伴COPD煤工尘肺再次急性加重有关(均P<0.05)。Logistic多因素分析结果显示,病程≥10年、近12个月内急性加重发作≥2次、COPD自我评估测试评分≥10分及更低用力肺活量均是伴COPD煤工尘肺再次急性加重的独立危险因素(均P<0.05)。利用病程≥10年、近12个月内急性加重发作次数≥2次、出院时COPD自我评估测试评分≥10分、用力肺活量、Logistic回归模型P值预测概率对伴COPD煤工尘肺再次急性加重的情况进行受试者工作特征曲线(receiver operating characteristic curve,ROC)曲线预测,曲线下面积分别为0.771、0.724、0.714、0.726和0.919。结论 伴COPD煤工尘肺患者再次急性加重可能与病程、近12个月内急性加重发作次数、COPD自我评估测试评分及用力肺活量有关,利用以上4个因素构建的数据模型对于患者再次急性加重预测显示出良好的效能,值得在工作中深入分析。

关键词: 慢性阻塞性肺疾病, 煤工尘肺, 急性加重, 危险因素

Abstract:

Objective To investigate the risk factors of re-acute exacerbation of coal workers' pneumoconiosis patients combined with chronic obstructive pulmonary disease(COPD) and further construct clinical prediction model,so as to provide the reference for early detection of high-risk groups of re-acute exacerbation and formulation of targeted prevention and treatment programs. Methods Totally 228 coal workers' pneumoconiosis patients combined with COPD diagnosed and treated in Jincheng General Hospital from January 2020 to June 2023 were retrospectively included and grouped according to whether acute exacerbation occurred again within 12 months after discharge or not. The single factor analysis and multi-factor analysis were used to analyze the independent risk factors of re-acute exacerbation of coal workers' pneumoconiosis patients combined with COPD. The risk prediction model of re-acute exacerbation of coal workers' pneumoconiosis patients combined with COPD was constructed,and the prediction efficiency analysis was performed. Results There were 80 cases with re-acute exacerbation within 12 months after discharge in 228 patients,with the incidence of 35.09%. The results of univariate analysis showed that the course of disease,the number of acute exacerbations in the past 12 months,the score of COPD self-assessment test,and forced vital capacity may be related to the re-acute exacerbation of coal workers' pneumoconiosis with COPD(all P<0.05). The multivariate Logistic analysis results confirmed that the course of disease ≥10 years,acute exacerbation ≥2 times in the last 12 months,COPD self-assessment test score ≥10 points and lower forced vital capacity were independent risk factors for re-acute exacerbation of coal workers' pneumoconiosis with COPD(all P<0.05). Using a disease course of ≥ 10 years,a history of ≥2 acute exacerbations within the past 12 months,a COPD self-assessment test score of ≥10 at discharge,forced vital capacity,and a Logistic regression model P-value to predict the probability of recurrent acute exacerbations of coal worker pneumoconiosis with COPD,the receiver operating characteristic(ROC) curve prediction was performed,and the areas under the curves were 0.771,0.724,0.714,0.726 and 0.919,respectively. Conclusions The re-acute exacerbations in coal workers pneumoconiosis patients combined with COPD may be related to the disease course,the number of acute exacerbations in the past 12 months,the score of COPD self-assessment test and forced vital capacity. The data model constructed by using the above four factors has shown good efficacy in predicting the recurrence of acute exacerbations of patients,which is worthy of further analysis in our work.

Key words: Chronic obstructive pulmonary disease, Coal workers' pneumoconiosis, Acute exacerbation, Risk factor

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