脉冲振荡技术(IOS)参数联合模型在老年慢性阻塞性肺疾病中的诊断价值分析
DOI:
作者:
作者单位:

南京医科大学第一附属医院

作者简介:

通讯作者:

中图分类号:

基金项目:

癌症、心脑血管、呼吸和代谢性疾病防治研究国家科技重大专项(2023ZD0506300);2.国家自然科学基金项目《微肽TREMP结合PYCR1调控上皮细胞脯氨酸代谢和糖酵解介导哮喘气道重塑的机制研究》(82300033)


Diagnostic Value of a Combined Model of Impulse Oscillometry (IOS) Parameters in Elderly Patients with COPD
Author:
Affiliation:

Fund Project:

Noncommunicable Chronic Diseases-National Science and Technology Major Project(2023ZD0506300);National Natural Science Foundation of China, “Mechanisms by Which the Micropeptide TREMP Regulates Epithelial Proline Metabolism and Glycolysis Through Interaction With PYCR1 to Mediate Airway Remodeling in Asthma” (Grant No. 82300033).

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    目的:探讨脉冲振荡技术(IOS)在老年慢性阻塞性肺疾病(COPD)患者中的诊断价值。 方法:采取单中心观察性研究,纳入2019年9月至2023年8月于南京医科大学第一附属医院就诊的670例老年COPD患者及101名健康对照者。所有受试者均先后完成IOS及肺量测定,收集其人口学特征、IOS参数及肺功能指标。IOS检测严格遵循国际与中国指南,记录5 Hz、10 Hz、20 Hz时的呼吸系统阻力(R5、R10、R20)和电抗(X5、X10、X20)、R5和R20之差(R5-R20)、共振频率(Fres)等指标,并进行Z分数标准化。采用Spearman相关性、广义线性模型(Gamma分布,Log连接)及分位数回归(τ=0.5)评估IOS参数与肺功能指标的关系,通过ROC曲线评估诊断效能。 结果:与对照组相比,COPD组R5、R5R20、Fres增高,X5降低(P均<0.001)。相关性分析显示,R5、R5-R20、Fres与第一秒用力呼气容积占预计值百分比(FEV1%pred)呈负相关(R5:r=-0.500,P<0.001;R5-R20:r=-0.584,P<0.001;Fres:r=-0.546,P<0.001),X5、X20与FEV1%pred呈正相关(X5:r=0.609,P<0.001;X20:r=0.529,P<0.001),校正年龄、性别、BMI及吸烟指数后,GOLD?2、3、4级患者的R5-R20较GOLD?1级分别增加34.3%、119.2%、189.2%(P均<0.001);R5分别增加15.2%、49.3%和66.6%(P均<0.001);Fres分别增加16.0%、42.1%和64.6%(P均<0.001);X5和X20逐级降低,X5系数为-0.047、-0.186和-0.328(P均<0.001);X20系数依次为-0.025、-0.059和-0.089(P均<0.001)。联合Fres、R5、R20、X5、X20的多参数模型诊断效能提升,AUC达0.803(95%CI: 0.761-0.845),灵敏度为59%,特异度为88%,Nagelkerke R2为38%。 结论:脉冲振荡技术可有效评估老年COPD患者的气道阻力和肺弹性特性,多参数联合诊断模型具有一定诊断效能,可作为老年COPD的重要辅助诊断工具。

    Abstract:

    Objective: To investigate the diagnostic value of impulse oscillometry (IOS) in older patients with chronic obstructive pulmonary disease (COPD). Methods: This single-center observational study enrolled 670 older patients with COPD and 101 healthy controls who attended the First Affiliated Hospital of Nanjing Medical University between September 2019 and August 2023. All participants underwent IOS followed by spirometry. Demographic characteristics, IOS parameters, and spirometric indices were collected. IOS measurements were performed in strict accordance with international and Chinese guidelines. Respiratory system resistance at 5, 10, and 20 Hz (R5, R10, and R20), respiratory system reactance at 5, 10, and 20 Hz (X5, X10, and X20), the difference between R5 and R20 (R5–R20), and resonant frequency (Fres) were recorded and converted to Z scores. Spearman correlation analysis, generalized linear models with a gamma distribution and log-link function, and median quantile regression (τ = 0.5) were used to evaluate the associations between IOS parameters and spirometric indices. Receiver operating characteristic (ROC) curve analysis was performed to assess diagnostic performance. Results: Compared with healthy controls, patients with COPD had significantly higher R5, R5–R20, and Fres and significantly lower X5 values (all P < 0.001). R5, R5–R20, and Fres were negatively correlated with the percentage of predicted forced expiratory volume in 1 second (FEV?% predicted; R5: r = ?0.500, P < 0.001; R5–R20: r = ?0.584, P < 0.001; Fres: r = ?0.546, P < 0.001). In contrast, X5 and X20 were positively correlated with FEV?% predicted (X5: r = 0.609, P < 0.001; X20: r = 0.529, P < 0.001). After adjustment for age, sex, body mass index, and smoking index, R5–R20 was 34.3%, 119.2%, and 189.2% higher in patients with Global Initiative for Chronic Obstructive Lung Disease (GOLD) grades 2, 3, and 4, respectively, than in those with GOLD grade 1 (all P < 0.001). The corresponding increases in R5 were 15.2%, 49.3%, and 66.6% (all P < 0.001), whereas Fres increased by 16.0%, 42.1%, and 64.6%, respectively (all P < 0.001). X5 and X20 progressively decreased with increasing GOLD grade. The regression coefficients for X5 were ?0.047, ?0.186, and ?0.328 for GOLD grades 2, 3, and 4, respectively, and those for X20 were ?0.025, ?0.059, and ?0.089, respectively (all P < 0.001). A multivariable model combining Fres, R5, R20, X5, and X20 demonstrated improved diagnostic performance, with an area under the ROC curve of 0.803 (95% confidence interval: 0.761–0.845), a sensitivity of 59%, a specificity of 88%, and a Nagelkerke R² of 0.38. Conclusion: IOS can effectively characterize airway resistance and the elastic properties of the respiratory system in older patients with COPD. A diagnostic model combining multiple IOS parameters showed moderate diagnostic performance and may serve as a useful adjunctive tool for the diagnosis of COPD in older adults.

    参考文献
    相似文献
    引证文献
引用本文
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2026-05-06
  • 最后修改日期:2026-07-23
  • 录用日期:2026-09-03
  • 在线发布日期:
  • 出版日期:
关闭