Nocturnal hypoglycemia in the era of continuous glucose monitoring.
Bernhard KulzerGuido FreckmannRalph ZieglerOliver SchnellTimor GlatzerLutz HeinemannPublished in: Journal of diabetes science and technology (2024)
Nocturnal hypoglycemia is a common acute complication of people with diabetes on insulin therapy. In particular, the inability to control glucose levels during sleep, the impact of external factors such as exercise, or alcohol and the influence of hormones are the main causes. Nocturnal hypoglycemia has several negative somatic, psychological, and social effects for people with diabetes, which are summarized in this article. With the advent of continuous glucose monitoring (CGM), it has been shown that the number of nocturnal hypoglycemic events was significantly underestimated when traditional blood glucose monitoring was used. The CGM can reduce the number of nocturnal hypoglycemia episodes with the help of alarms, trend arrows, and evaluation routines. In combination with CGM with an insulin pump and an algorithm, automatic glucose adjustment (AID) systems have their particular strength in nocturnal glucose regulation and the prevention of nocturnal hypoglycemia. Nevertheless, the problem of nocturnal hypoglycemia has not yet been solved completely with the technologies currently available. The CGM systems that use predictive models to warn of hypoglycemia, improved AID systems that recognize hypoglycemia patterns even better, and the increasing integration of artificial intelligence methods are promising approaches in the future to significantly minimize the risk of a side effect of insulin therapy that is burdensome for people with diabetes.
Keyphrases
- type diabetes
- glycemic control
- blood pressure
- blood glucose
- sleep quality
- obstructive sleep apnea
- sleep apnea
- artificial intelligence
- machine learning
- cardiovascular disease
- insulin resistance
- deep learning
- physical activity
- weight loss
- depressive symptoms
- big data
- liver failure
- metabolic syndrome
- gene expression
- hepatitis b virus
- skeletal muscle
- respiratory failure
- body composition
- resistance training
- smoking cessation
- high intensity
- replacement therapy
- alcohol consumption
- mechanical ventilation