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[使用判别分析从简单无创参数预测肺动脉高压]

[Prediction of pulmonary hypertension from simple, noninvasive parameters using discriminant analysis].

作者信息

Evers H, Liehs F

出版信息

Z Erkr Atmungsorgane. 1985;164(3):284-7.

PMID:4013407
Abstract

Based on a large number of males with chronic obstructive bronchitis, the usefulness of discriminant analysis for prediction of pulmonary hypertension has been investigated. Two groups were formed: 227 men with overt pulmonary hypertension; 145 patients without pulmonary hypertension Applying the discriminant analysis, 9 variables were selected step by step; 6 out of them were measurably contributing to the discrimination of both groups. As relevant turned out diameter of the right descending pulmonary artery, FVC% predicted, FEV1% FVC, pa2, systolic blood pressure, and RV% TLC. In a procedure of reclassification, based upon the calculated discriminant functions, 82,6% of the cases were correctly classified (sensitivity 80,6%, specificity 86,2%). A pocket calculator programme following the method by Läuter gave identical results. The application of the discriminant function to a new group of 147 unselected men with chronic obstructive bronchitis corroborated the foregoing results. 79,1% of all patients with overt or latent pulmonary hyper-tension were detected. For overt hypertension the sensitivity was 88,4%, for latent hypertension 62,5%. Using this method, decision-making regarding heart catheterism can be improved. It must be stressed, however, that this discriminant function is not valid for women and for other diagnosis groups in males.

摘要

基于大量患有慢性阻塞性支气管炎的男性患者,研究了判别分析对预测肺动脉高压的有效性。分为两组:227名患有明显肺动脉高压的男性;145名无肺动脉高压的患者。应用判别分析逐步选择了9个变量;其中6个变量对两组的区分有显著作用。结果表明,右肺下动脉直径、预测的用力肺活量百分比(FVC%)、一秒率(FEV1%FVC)、动脉血氧分压(PaO₂)、收缩压和残总比(RV%TLC)与肺动脉高压相关。在基于计算出的判别函数进行重新分类的过程中,82.6%的病例被正确分类(敏感性80.6%,特异性86.2%)。按照Läuter方法编写的袖珍计算器程序得出了相同的结果。将判别函数应用于另一组147名未经选择的慢性阻塞性支气管炎男性患者,证实了上述结果。检测出所有明显或潜在肺动脉高压患者中的79.1%。对于明显高血压,敏感性为88.4%,对于潜在高血压为62.5%。使用这种方法,可以改进关于心导管检查的决策。然而,必须强调的是,这种判别函数对女性和男性中的其他诊断组无效。

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