The purpose of this study is to investigate the onset and maintenance of effect of benralizumab on lung function, blood eosinophils, asthma control metrics and quality of life during 12-week treatment in patients with uncontrolled, severe asthma with eosinophilic inflammation. A subset of patients will take part in body plethysmography substudy to further investigate the effect on lung function.