首页> 外文OA文献 >Biological clustering supports both 'Dutch' and 'British' hypotheses of asthma and chronic obstructive pulmonary disease.
【2h】

Biological clustering supports both 'Dutch' and 'British' hypotheses of asthma and chronic obstructive pulmonary disease.

机译:生物聚类支持哮喘和慢性阻塞性肺疾病的“荷兰”和“英国”假设。

代理获取
本网站仅为用户提供外文OA文献查询和代理获取服务,本网站没有原文。下单后我们将采用程序或人工为您竭诚获取高质量的原文,但由于OA文献来源多样且变更频繁,仍可能出现获取不到、文献不完整或与标题不符等情况,如果获取不到我们将提供退款服务。请知悉。

摘要

BACKGROUND: Asthma and chronic obstructive pulmonary disease (COPD) are heterogeneous diseases. OBJECTIVE: We sought to determine, in terms of their sputum cellular and mediator profiles, the extent to which they represent distinct or overlapping conditions supporting either the "British" or "Dutch" hypotheses of airway disease pathogenesis. METHODS: We compared the clinical and physiological characteristics and sputum mediators between 86 subjects with severe asthma and 75 with moderate-to-severe COPD. Biological subgroups were determined using factor and cluster analyses on 18 sputum cytokines. The subgroups were validated on independent severe asthma (n = 166) and COPD (n = 58) cohorts. Two techniques were used to assign the validation subjects to subgroups: linear discriminant analysis, or the best identified discriminator (single cytokine) in combination with subject disease status (asthma or COPD). RESULTS: Discriminant analysis distinguished severe asthma from COPD completely using a combination of clinical and biological variables. Factor and cluster analyses of the sputum cytokine profiles revealed 3 biological clusters: cluster 1: asthma predominant, eosinophilic, high TH2 cytokines; cluster 2: asthma and COPD overlap, neutrophilic; cluster 3: COPD predominant, mixed eosinophilic and neutrophilic. Validation subjects were classified into 3 subgroups using discriminant analysis, or disease status with a binary assessment of sputum IL-1β expression. Sputum cellular and cytokine profiles of the validation subgroups were similar to the subgroups from the test study. CONCLUSIONS: Sputum cytokine profiling can determine distinct and overlapping groups of subjects with asthma and COPD, supporting both the British and Dutch hypotheses. These findings may contribute to improved patient classification to enable stratified medicine.
机译:背景:哮喘和慢性阻塞性肺疾病(COPD)是异质性疾病。目的:我们试图根据痰细胞和介质的分布情况,确定它们代表不同或重叠状况的程度,以支持气道疾病发病机理的“英国”或“荷兰”假设。方法:我们比较了86例重度哮喘患者和75例中度至重度COPD患者的临床和生理特征以及痰液介质。使用18种痰细胞因子的因子和聚类分析确定生物学亚组。该亚组在独立的严重哮喘(n = 166)和COPD(n = 58)队列中得到验证。使用两种技术将验证对象分配到亚组:线性判别分析,或与对象疾病状况(哮喘或COPD)相结合的最佳识别判别器(单细胞因子)。结果:判别分析完全结合临床和生物学变量将重度哮喘与COPD进行了区分。痰细胞因子谱的因子和聚类分析揭示了3个生物簇:簇1:哮喘为主,嗜酸性,高TH2细胞因子;第2类:哮喘和COPD重叠,嗜中性;第三类:COPD为主,嗜酸性和嗜中性混合。使用判别分析或疾病状态通过痰液IL-1β表达的二元评估将验证对象分为3个亚组。验证亚组的痰细胞和细胞因子谱与测试研究中的亚组相似。结论:痰细胞因子谱分析可以确定患有哮喘和COPD的受试者的不同和重叠的组,支持英国和荷兰的假设。这些发现可能有助于改善患者分类,从而使药物分层。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
代理获取

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号