Analyzing bronchodilation with emphasis on disease type, age and sex

Dick M. Goedhart , Pieter Zanen , Jan-Willem J. Lammers
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引用次数: 3

Abstract

In the literature, different statistical methods to evaluate bronchodilator studies are used. These approaches are all based on the absence of residual heterogeneity and on baseline independency of the parameter under analysis. A database containing the lung function values of newly referred patients was used to assess these assumptions as function of the underlying diagnosis (asthma, bronchitis and emphysema) and to chart the characteristics of analysis of covariance, which (partly) deals with these drawbacks. Bronchodilator data of 709 asthmatics, 522 bronchitic and 126 emphysema patients were used. It was shown that, in asthma, for almost all lung function parameters, bronchodilation was indeed dependent on baseline values, which was less strong in bronchitis and even weaker in emphysema. A negative effect of age on bronchodilation was found, which is strong in asthma and almost absent in emphysema, rendering the use of bronchodilation as a diagnostic tool less useful. The conclusion is that analysis of covariance is a good way to evaluate bronchodilation studies in obstructive lung disease, particularly in asthma. For bronchitic or emphysema patients, difference-based approaches may suffice. The assumptions underlying the other methods were not met.

以疾病类型、年龄、性别为重点分析支气管扩张
在文献中,使用了不同的统计方法来评估支气管扩张剂研究。这些方法都是基于不存在剩余异质性和分析参数的基线独立性。使用包含新转诊患者肺功能值的数据库来评估这些假设作为潜在诊断(哮喘,支气管炎和肺气肿)的功能,并绘制协方差分析的特征图,(部分)处理这些缺点。使用709例哮喘患者、522例支气管炎患者和126例肺气肿患者的支气管扩张剂数据。研究表明,在哮喘患者中,几乎所有肺功能参数的支气管扩张确实依赖于基线值,支气管炎患者的支气管扩张较弱,肺气肿患者的支气管扩张更弱。研究发现,年龄对支气管扩张有负面影响,这种影响在哮喘中很强,而在肺气肿中几乎不存在,这使得使用支气管扩张作为诊断工具的用处不大。结论是协方差分析是评价阻塞性肺疾病,特别是哮喘中支气管扩张研究的好方法。对于支气管炎或肺气肿患者,基于差异的方法可能就足够了。其他方法所依据的假设没有得到满足。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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