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CHAPTER


                  Automated closed-loop

                  insulin delivery: system                           15

                  components,

                  performance, and

                  limitations



                                                               2
                                           1
                                                                                   3
                   Mudassir Rashid, PhD, BEng , Iman Hajizadeh, MSc , Sediqeh Samadi, MSc ,
                                  4
                                                                      6
                                                    5
                    Mert Sevil, MSc , Nicole Hobbs, BSc , Rachel Brandt, BSc , Ali Cinar, PhD 7
                  1
                  Senior Research Associate, Department of Chemical and Biological Engineering, Illinois Institute
                                                2
                   of Technology, Chicago, IL, United States; Research Assistant and PhD Student, Chemical and
                                                                               3
                     Biological Engineering, Illinois Institute of Technology, Chicago, IL, United States; Illinois
                      Institute of Technology, Chemical and Biological Engineering, Chicago, IL, United States;
                   4
                    Research Assistant and PhD Student, Biomedical Engineering, Illinois Institute of Technology,
                                     5
                  Chicago, IL, United States; Graduate Research Assistant, Department of Biomedical Engineering,
                                                               6
                     Illinois Institute of Technology, Chicago, IL, United States; Illinois Institute of Technology,
                                                            7
                       Biomedical Engineering, Chicago, IL, United States; Professor, Chemical and Biological
                           Engineering Department, Illinois Institute of Technology, Chicago, IL, United States
                  Introduction
                  Automated insulin delivery provides an advanced technology for the treatment of
                  type 1 diabetes mellitus (T1DM). Despite rapid advancements in insulin analogs
                  and delivery mechanisms, achieving optimal glycemic control and maintaining
                  blood glucose concentrations (BGC) within a safe target range (BGC within
                  70e180 mg/dL) remains challenging. Moreover, intensive insulin therapy can cause
                  a higher risk of hypoglycemia (BGC < 70 mg/dL), weight gain, and a greater
                  burden of chronic disease self-management [1,2]. In particular, physical activity
                  continues to be a significant impediment to tighter glycemic regulation due to diffi-
                  cult to detect physiologic and metabolic variations such as increased energy expen-
                  diture, rapid fluctuations in insulin sensitivity, and possible activation of
                  counterregulatory hormones [3e6]. Advances in technologies that provide intensive
                  insulin therapy and improve glycemic control while minimizing hypoglycemia risk
                  and the burden of disease self-management are needed.
                     This chapter outlines the components and modules involved in automated insulin
                  delivery systems for regulating BGC. The remainder of the introduction section de-
                  scribes the closed-loop automated insulin delivery systems, provides brief descrip-



                  Glucose Monitoring Devices. https://doi.org/10.1016/B978-0-12-816714-4.00015-6  293
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