The 5706 patients with COPD from the Understanding Potential Long-term Impacts on Function with Tiotropium ( UPLIFT ) study that had complete clinical information for variables associated with mortality ( age , forced expiratory volume in 1s , St George 's Respiratory Questionnaire , pack-years and body mass index ) were classified by cluster analysis .