Development of glucose-responsive 'smart' insulin systems
- PMID: 28509691
- PMCID: PMC5613292
- DOI: 10.1097/MED.0000000000000345
Development of glucose-responsive 'smart' insulin systems
Abstract
Purpose of review: The complexity of modern insulin-based therapy for type I and type II diabetes mellitus and the risks associated with excursions in blood-glucose concentration (hyperglycemia and hypoglycemia) have motivated the development of 'smart insulin' technologies (glucose-responsive insulin, GRI). Such analogs or delivery systems are entities that provide insulin activity proportional to the glycemic state of the patient without external monitoring by the patient or healthcare provider. The present review describes the relevant historical background to modern GRI technologies and highlights three distinct approaches: coupling of continuous glucose monitoring (CGM) to deliver devices (algorithm-based 'closed-loop' systems), glucose-responsive polymer encapsulation of insulin, and molecular modification of insulin itself.
Recent findings: Recent advances in GRI research utilizing each of the three approaches are illustrated; these include newly developed algorithms for CGM-based insulin delivery systems, glucose-sensitive modifications of existing clinical analogs, newly developed hypoxia-sensitive polymer matrices, and polymer-encapsulated, stem-cell-derived pancreatic β cells.
Summary: Although GRI technologies have yet to be perfected, the recent advances across several scientific disciplines that are described in this review have provided a path towards their clinical implementation.
Conflict of interest statement
NBP is a consultant to Thermalin Diabetes, LLC. MAW is an officer and member of the Board of Directors of Thermalin Diabetes, LLC. They are each in compliance with Conflict of Interest (COI) management policies of CWRU.
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References
-
- Kahn S. The relative contributions of insulin resistance and beta-cell dysfunction to the pathophysiology of type 2 diabetes. Diabetologia. 2003;46(1):3–19. - PubMed
-
- White MF, Kahn CR. The insulin signaling system. J Biol Chem. 1994;269:1–4. - PubMed
-
- Saltiel AR, Pessin JE. Insulin signaling pathways in time and space. Trends Cell Biol. 2002;12:65–71. - PubMed
-
- Petznick A. Insulin management of type 2 diabetes mellitus. Am Fam Physician. 2011;84(2):183–90. - PubMed
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