However, the elevated levels of albumin leading to an increased risk of OSA may be due to the generation of by-products during the body’s inflammatory response, causing metabolic dysregulation and compensatory responses in local tissues and worsening disease. Here, ALB is linked to obstructive sleep apnea syndrome.