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使用电子鼻区分 COPD 患者是否存在α1-抗胰蛋白酶缺乏症。

Discrimination between COPD patients with and without alpha 1-antitrypsin deficiency using an electronic nose.

机构信息

Department for Internal Medicine, Division for Pulmonary Diseases, Philipps University Marburg, Marburg, Germany.

出版信息

Respirology. 2011 Nov;16(8):1258-64. doi: 10.1111/j.1440-1843.2011.02047.x.

Abstract

BACKGROUND AND OBJECTIVE

To compare the volatile organic compound patterns of patients with COPD with and without alpha 1-antitrypsin (AAT) deficiency using electronic nose technology.

METHODS

Exhaled breath condensate and pure exhaled breath of patients with COPD with (n=10) and without (n=23) AAT deficiency and healthy controls (n=10) were analysed. The effect of human recombinant AAT on the volatile organic compound profile of 11 AAT-deficient patients was also examined. Exhaled breath condensate and pure exhaled breath were measured using the Cyranose 320. Smell prints were analysed by linear discriminant analysis (LDA) using Mahalanobis distance (MD) and cross-validation values (CVVs).

RESULTS

Smell prints of patients with AAT-deficiency were different from those with COPD in exhaled breath condensate (LDA: P<0.0001, sensitivity of 1.00, specificity of 1.00, CVV 82.0%, MD 2.37) and in pure exhaled breath (LDA: P<0.0001, sensitivity of 1.00, specificity of 1.00, CVV 58.3%, MD 2.27). Smell prints of AAT-deficient patients before and after human recombinant AAT augmentation were different (LDA: P=0.001, sensitivity of 1.00, specificity of 1.00, CVV 53.3%, MD 1.79).

CONCLUSIONS

An electronic nose can detect differences in smell prints of COPD patients with and without AAT deficiency. Augmentation therapy changes the volatile organic compound pattern. The electronic nose may be helpful in the diagnosis of AAT deficiency.

摘要

背景与目的

使用电子鼻技术比较 COPD 伴和不伴α1-抗胰蛋白酶(AAT)缺乏症患者的挥发性有机化合物谱。

方法

分析 COPD 伴(n=10)和不伴(n=23)AAT 缺乏症以及健康对照者(n=10)的呼出气冷凝物和纯呼出气。还检查了人重组 AAT 对 11 例 AAT 缺乏症患者挥发性有机化合物谱的影响。使用 Cyranose 320 测量呼出气冷凝物和纯呼出气。使用 Mahalanobis 距离(MD)和交叉验证值(CVV)的线性判别分析(LDA)分析气味图谱。

结果

AAT 缺乏症患者的呼出气冷凝物(LDA:P<0.0001,敏感性为 1.00,特异性为 1.00,CVV 为 82.0%,MD 为 2.37)和纯呼出气(LDA:P<0.0001,敏感性为 1.00,特异性为 1.00,CVV 为 58.3%,MD 为 2.27)的气味图谱与 COPD 患者不同。人重组 AAT 增强前后 AAT 缺乏症患者的气味图谱不同(LDA:P=0.001,敏感性为 1.00,特异性为 1.00,CVV 为 53.3%,MD 为 1.79)。

结论

电子鼻可以检测出 COPD 伴和不伴 AAT 缺乏症患者的气味图谱差异。增强治疗改变了挥发性有机化合物谱。电子鼻可能有助于 AAT 缺乏症的诊断。

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