Department of Research and Development, CIRO+, Center of Expertise for Chronic Organ Failure, Horn, the Netherlands.
NUTRIM, School of Nutrition and Translational Research in Metabolism, Faculty of Health, Medicine and Life Sciences, Maastricht, the Netherlands.
Int J Chron Obstruct Pulmon Dis. 2023 Jun 8;18:1091-1102. doi: 10.2147/COPD.S405478. eCollection 2023.
Long-acting bronchodilators (LABD), in general, reduce respiratory symptoms, improve exercise endurance time and pulmonary function in patients with chronic obstructive pulmonary disease (COPD). However, there might be heterogeneity in improvement for several outcomes on an individual level. Therefore, we aimed to profile the multidimensional response in patients receiving tiotropium/olodaterol (T/O) using self-organizing maps (SOM).
This is a secondary analysis of the TORRACTO study: a multicenter, multinational, randomized, double-blind, placebo-controlled, parallel-group trial to evaluate the effects of T/O (2.5/5 and 5/5 μg) compared with placebo after 6 and 12 weeks of treatment in patients with COPD. In the current study, we used endurance time, forced expiratory volume in 1 s (FEV1), forced vital capacity (FVC), inspiratory capacity (IC) at rest and IC at isotime (ICiso) to identify clusters by means of SOM in patients treated with T/O.
Six clusters with distinct response profiles were generated at week 12 in COPD patients receiving T/O (n = 268). Patients in cluster 1 improved significantly on all outcomes, whilst cluster 5 showed strong improvement in endurance time (357s); contrarily, FEV1, FVC, ICrest and ICiso decreased when compared to baseline.
Individual responses on endurance time and pulmonary function after 12 weeks of T/O are heterogeneous. This study identified clusters in COPD patients with markedly different multidimensional response on LABD.
长效支气管扩张剂(LABD)通常可减轻慢性阻塞性肺疾病(COPD)患者的呼吸道症状,提高运动耐力时间和肺功能。然而,在个体水平上,对于几种结局,改善可能存在异质性。因此,我们旨在使用自组织映射图(SOM)来描绘接受噻托溴铵/奥达特罗(T/O)治疗的患者的多维反应。
这是 TORRACTO 研究的二次分析:一项多中心、多国、随机、双盲、安慰剂对照、平行组试验,旨在评估 T/O(2.5/5 和 5/5μg)与安慰剂相比在 COPD 患者中治疗 6 周和 12 周后的影响。在本研究中,我们使用耐力时间、1 秒用力呼气量(FEV1)、用力肺活量(FVC)、休息时吸气量(IC)和等时吸气量(ICiso),通过 SOM 识别 T/O 治疗患者的聚类。
在接受 T/O 治疗的 COPD 患者中(n=268),在第 12 周生成了 6 个具有不同反应特征的聚类。聚类 1 的患者在所有结局上均显著改善,而聚类 5 在耐力时间(357s)上显示出明显的改善;相反,与基线相比,FEV1、FVC、ICrest 和 ICiso 下降。
接受 T/O 治疗 12 周后,耐力时间和肺功能的个体反应具有异质性。本研究确定了 COPD 患者在 LABD 多维反应上具有明显不同聚类的患者。