Therefore, it is crucial to include objective and readily available predictors for better predictive model performance, such as inflammatory biomarkers interleukin-6 (IL-6) or C-reactive protein (CRP), which have been shown to be related to an increase in OSA in stroke patients in previous studies [37, 38]. Here, IL6 is linked to obstructive sleep apnea syndrome.