CTSD and airway hyperresponsiveness: Considering that CTSD showed a potential role in the degradation of tumstatin that inhibits airway remodeling and airway hyperresponsiveness [38, 39], increased CTSD expression may be associated with severe asthma predominance in cluster 3.