We found that patients who failed CPAP were older, had higher baseline IL-6, D-dimer, CURB-65, and blood urea, as well as worse oxygenation parameters and higher respiratory rate, and were more likely to be affected by ischemic heart disease, COPD, and chronic kidney failure. Here, IL6 is linked to chronic obstructive pulmonary disease.