Furthermore, the study identified four clusters of COPD based on the respiratory microbiome, with the AECOPD-related cluster characterised by the enrichment of Pseudomonas and Haemophilus and a high level of TNF [88]. The gene discussed is TNF; the disease is chronic obstructive pulmonary disease.