Abstract

Worldwide, the number of people affected by diabetes is rapidly increasing due to aging populations and sedentary lifestyles, with the prospect of exceeding 500 million cases in 2030, resulting in one of the most challenging socio-health emergencies of the third millennium. Daily management of diabetes by patients relies on the capability of correctly measuring glucose concentration levels in the blood by using suitable sensors. In recent years, glucose monitoring has been revolutionized by the development of Continuous Glucose Monitoring (CGM) sensors, wearable non/minimally-invasive devices that measure glucose concentration by exploiting different physical principles, e.g., glucose-oxidase, fluorescence, or skin dielectric properties, and provide real-time measurements every 1–5 min. CGM opened new challenges in different disciplines, e.g., medicine, physics, electronics, chemistry, ergonomics, data/signal processing, and software development to mention but a few. This paper first makes an overview of wearable CGM sensor technologies, covering both commercial devices and research prototypes. Then, the role of CGM in the actual evolution of decision support systems for diabetes therapy is discussed. Finally, the paper presents new possible horizons for wearable CGM sensor applications and perspectives in terms of big data analytics for personalized and proactive medicine.

Highlights

  • Diabetes is a chronic metabolic disorder resulting from defects of insulin secretion and/or action.Type 1 diabetes (T1D) is characterized by a lack of insulin secretion by the pancreas and can be treated by exogenous administration of insulin, while Type 2 diabetes (T2D), whose onset is often facilitated by bad daily habits, e.g., physical inactivity and unhealthy diet, is characterized by an inefficiency in the action of insulin [1]

  • blood glucose (BG) monitoring has been revolutionized by the reveal all critical episodes occurring in daily life, e.g., hypoglycemia and severe hyperglycemia during development of Continuous Glucose Monitoring (CGM) sensors, wearable non/minimally‐invasive day 2

  • In 2014 Abbott already launched in Europe the Freestyle Libre flash glucose monitoring system, which can be worn for 14 consecutive days with an accuracy of 11.4% mean absolute relative difference (MARD) [49]

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Summary

Introduction

Diabetes is a chronic metabolic disorder resulting from defects of insulin secretion and/or action. BG monitoring has been revolutionized by the reveal all critical episodes occurring in daily life, e.g., hypoglycemia and severe hyperglycemia during development of Continuous Glucose Monitoring (CGM) sensors, wearable non/minimally‐invasive day 2. For of making decisions concerning therapeutic actions, e.g., snack to counterbalance hypoglycemia, drug example, modern CGM devices can visualize in real‐time the current BG and trend and generate or physical exercise to deal with hyperglycemia.

CGM Sensor Technologies
Platinum solid
Clinical Impact of CGM Sensors
Technological Trends and Challenges for the Next Generation of CGM Sensors
The Role of CGM in Decision Support Tools
Bolus Calculator
Technological Solutions to Improve Bolus Calculators
Use of CGM Information to Improve Bolus Calculators
Future Challenges
Diffusion of CGM Sensors in the Diabetic Population
Extending the Market of CGM Sensors
Integration of CGM Data with other Data Sources
Findings
Conclusions
Full Text
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