Determining the appropriate amount of insulin to administer in response to drops in blood sugar can be challenging, but it is something that individuals with type 1 diabetes must do daily in order to manage their health. If left untreated, low blood sugar (or hypoglycemia) can be potentially fatal.
A team of researchers and physicians at Oregon Health & Science University (OHSU) are looking to improve diabetes management through a new app called DailyDose. While there are similar types of apps that exist, what sets DailyDose apart is that has demonstrated statistically relevant outcomes through multiple clinical studies. The AI algorithm for the app was originally developed entirely through a mathematical simulator, but when real-world data was used, the recommendations generated by the app aligned with recommendations provided by physicians, or were still considered safe, more than 99% of the time. In addition, improved glucose control was achieved. This was determined after 100 weeks of testing conducted in four-week trials.
Each trial involved 16 patients with type 1 diabetes and combined information from a continuous glucose monitor or wireless insulin pen with the app. Nearly 68% of the time, the recommendations generated agreed with those of physicians.
These findings are important because they show that the app may be effective in supporting individuals with type 1 diabetes in reducing risk of hypoglycemia by better managing insulin administration and blood glucose levels between appointments with their endocrinologist. Larger clinical trials are needed over longer periods of time to further determine the accuracy and effectiveness of the app in relation to other treatment strategies.
Technology is becoming increasingly more popular and advanced in terms of managing type 1 diabetes. There are numerous devices and apps already available and more in the works. This gives individuals with type 1 diabetes a wider variety of options in order to determine what works best for their needs and lifestyle.
Though not involved with this study, the Diabetes Research Connection (DRC) strives to continue growing understanding of type 1 diabetes and improving prevention and treatment methods as well as one day finding a cure. Early-career scientists can receive critical funding through the DRC to pursue novel research studies around T1D. Learn more about current projects and how to support these efforts at http://diabetesresearchconnection.org.