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Volumn 4, Issue 5, 2014, Pages

The mathematician's control toolbox for management of type 1 diabetes

Author keywords

Control engineering; Glucagon; Glucose homeostasis; Insulin; Model predictive control; Type 1 diabetes

Indexed keywords


EID: 84906491425     PISSN: 20428898     EISSN: 20428901     Source Type: Journal    
DOI: 10.1098/rsfs.2014.0042     Document Type: Review
Times cited : (5)

References (29)
  • 1
    • 77955361316 scopus 로고    scopus 로고
    • Estimating the cost of type 1 diabetes in the U. S.: A propensity score matching method
    • (doi: 10. 1371/journal. pone. 0011501)
    • Tao B, Pietropaolo M, Atkinson M, Schatz D, Taylor D. 2010 Estimating the cost of type 1 diabetes in the U. S.: a propensity score matching method. PLoS ONE 5, e11501. (doi: 10. 1371/journal. pone. 0011501)
    • (2010) PLoS ONE , vol.5
    • Tao, B.1    Pietropaolo, M.2    Atkinson, M.3    Schatz, D.4    Taylor, D.5
  • 2
    • 84992268896 scopus 로고    scopus 로고
    • Feasibility of outpatient fully integrated closed-loop control. First studies of wearable artificial pancreas
    • (doi: 10. 2337/dc12-1965)
    • Kovatchev BP et al. 2013 Feasibility of outpatient fully integrated closed-loop control. First studies of wearable artificial pancreas. Diabetes Care 36, 1851-1858. (doi: 10. 2337/dc12-1965)
    • (2013) Diabetes Care , vol.36 , pp. 1851-1858
    • Kovatchev, B.P.1
  • 3
    • 84899127906 scopus 로고    scopus 로고
    • Closed-loop artificial pancreas systems: Engineering the algorithms
    • (doi: 10. 2337/dc13-2108)
    • Doyle III FJ, Huyett LM, Lee JB, Zisser HC, Dassau E. 2014 Closed-loop artificial pancreas systems: engineering the algorithms. Diabetes Care 37, 1191-1197. (doi: 10. 2337/dc13-2108)
    • (2014) Diabetes Care , vol.37 , pp. 1191-1197
    • Doyle III, F.J.1    Huyett, L.M.2    Lee, J.B.3    Zisser, H.C.4    Dassau, E.5
  • 4
    • 84868129185 scopus 로고    scopus 로고
    • Dopamine synthesis and D3 receptor activation in pancreatic b-cells regulates insulin secretion and intracellular [Ca2{thorn}] oscillations
    • (doi: 10. 1210/me. 2012-1226)
    • Ustione A, Piston DW. 2012 Dopamine synthesis and D3 receptor activation in pancreatic b-cells regulates insulin secretion and intracellular [Ca2{thorn}] oscillations. Mol. Endocrinol. 26, 1928-1940. (doi: 10. 1210/me. 2012-1226)
    • (2012) Mol. Endocrinol. , vol.26 , pp. 1928-1940
    • Ustione, A.1    Piston, D.W.2
  • 5
    • 84881162079 scopus 로고    scopus 로고
    • The impact of mathematical modeling on the understanding of diabetes and related complications
    • (doi: 10. 1038/psp. 2013. 30)
    • Ajmera I, Swat M, Laibe C, Le Novere N, Chelliah V. 2013 The impact of mathematical modeling on the understanding of diabetes and related complications. CPT Pharmacomet. Syst. Pharmacol. 2, e54. (doi: 10. 1038/psp. 2013. 30)
    • (2013) CPT Pharmacomet. Syst. Pharmacol. , vol.2
    • Ajmera, I.1    Swat, M.2    Laibe, C.3    Le Novere, N.4    Chelliah, V.5
  • 6
    • 77954679388 scopus 로고    scopus 로고
    • Simulation environment to evaluate closed-loop insulin delivery systems in type 1 diabetes
    • (doi: 10. 1177/193229681000400117)
    • Wilinska ME, Chassin LJ, Acerini CL, Allen JM, Dunger DB, Hovorka R. 2010 Simulation environment to evaluate closed-loop insulin delivery systems in type 1 diabetes. J. Diabetes Sci. Technol. 4, 132-144. (doi: 10. 1177/193229681000400117)
    • (2010) J. Diabetes Sci. Technol. , vol.4 , pp. 132-144
    • Wilinska, M.E.1    Chassin, L.J.2    Acerini, C.L.3    Allen, J.M.4    Dunger, D.B.5    Hovorka, R.6
  • 7
    • 34247642720 scopus 로고    scopus 로고
    • Prandial insulin dosing using run-to-run control. Application of clinical data and medical expertise t define a suitable performance metric
    • (doi: 10. 2337/dc06-2115)
    • Palerm CC, Zisser H, Bevier WC, Jovanovic L, Doyle III JF. 2007 Prandial insulin dosing using run-to-run control. Application of clinical data and medical expertise t define a suitable performance metric. Diabetes Care 30, 1131-1137. (doi: 10. 2337/dc06-2115)
    • (2007) Diabetes Care , vol.30 , pp. 1131-1137
    • Palerm, C.C.1    Zisser, H.2    Bevier, W.C.3    Jovanovic, L.4    Doyle III, J.F.5
  • 8
    • 4344640337 scopus 로고    scopus 로고
    • Nonlinear model predictive control of glucose concentration in subjects with type 1 diabetes
    • (doi: 10. 1088/0967-3334/25/4/010)
    • Hovorka R et al. 2004 Nonlinear model predictive control of glucose concentration in subjects with type 1 diabetes. Physiol. Meas. 25, 905-920. (doi: 10. 1088/0967-3334/25/4/010)
    • (2004) Physiol. Meas. , vol.25 , pp. 905-920
    • Hovorka, R.1
  • 9
    • 79952198317 scopus 로고    scopus 로고
    • Modeling the effects of subcutaneous insulin administration and carbohydrate consumption on blood glucose
    • (doi: 10. 1177/193229681000400522)
    • Percival MW, Bevier WC, Wang Y, Dassau E, Zisser HC, Jovanovic L, Doyle III FJ. 2010 Modeling the effects of subcutaneous insulin administration and carbohydrate consumption on blood glucose. J. Diabetes Sci. Technol. 4, 1214-1228. (doi: 10. 1177/193229681000400522)
    • (2010) J. Diabetes Sci. Technol. , vol.4 , pp. 1214-1228
    • Percival, M.W.1    Bevier, W.C.2    Wang, Y.3    Dassau, E.4    Zisser, H.C.5    Jovanovic, L.6    Doyle III, F.J.7
  • 10
    • 33845521334 scopus 로고    scopus 로고
    • Feasibility of automating insulin delivery for the treatment of type 1 diabetes
    • (doi: 10. 2337/db06-0419)
    • Steil GM, Rebrin K, Darwin C, Hariri F, Saad MF. 2006 Feasibility of automating insulin delivery for the treatment of type 1 diabetes. Diabetes 55, 3344-3350. (doi: 10. 2337/db06-0419)
    • (2006) Diabetes , vol.55 , pp. 3344-3350
    • Steil, G.M.1    Rebrin, K.2    Darwin, C.3    Hariri, F.4    Saad, M.F.5
  • 11
    • 0018520840 scopus 로고
    • Glucose clamp technique: A method for quantifying insulin secretion and resistance
    • DeFronzo RA, Tobin JD, Andres R. 1979 Glucose clamp technique: a method for quantifying insulin secretion and resistance. Am. J. Physiol. 237, E214-E223.
    • (1979) Am. J. Physiol. , vol.237
    • DeFronzo, R.A.1    Tobin, J.D.2    Andres, R.3
  • 13
    • 77649337351 scopus 로고    scopus 로고
    • A review of closed-loop algorithms for glycemic control in the treatment of type 1 diabetes
    • (doi: 10. 3390/a2010518)
    • El Youssef J, Castle J, Ward WK. 2009 A review of closed-loop algorithms for glycemic control in the treatment of type 1 diabetes. Algorithms 2, 518-532. (doi: 10. 3390/a2010518)
    • (2009) Algorithms , vol.2 , pp. 518-532
    • El Youssef, J.1    Castle, J.2    Ward, W.K.3
  • 14
    • 77954901769 scopus 로고    scopus 로고
    • MD-Logic artificial pancreas system. A pilot study in adults with type 1 diabetes
    • (doi: 10. 2337/dc09-1830)
    • Atlas E, Nimri R, Miller S, Grunberg EA, Phillip M. 2010 MD-Logic artificial pancreas system. A pilot study in adults with type 1 diabetes. Diabetes Care 33, 1072-1076. (doi: 10. 2337/dc09-1830)
    • (2010) Diabetes Care , vol.33 , pp. 1072-1076
    • Atlas, E.1    Nimri, R.2    Miller, S.3    Grunberg, E.A.4    Phillip, M.5
  • 16
    • 84864719500 scopus 로고    scopus 로고
    • Feasibility study of automated overnight closed-loop glucose control under MDLogic artificial pancreas in patients with type 1 diabetes: The DREAM Project
    • (doi: 10. 1089/dia. 2012. 0004)
    • Nimri R, Atlas E, Ajzensztejn M, Miller S, Oron T, Phillip M. 2012 Feasibility study of automated overnight closed-loop glucose control under MDLogic artificial pancreas in patients with type 1 diabetes: the DREAM Project. Diabetes Technol. Ther. 14, 728-735. (doi: 10. 1089/dia. 2012. 0004)
    • (2012) Diabetes Technol. Ther. , vol.14 , pp. 728-735
    • Nimri, R.1    Atlas, E.2    Ajzensztejn, M.3    Miller, S.4    Oron, T.5    Phillip, M.6
  • 17
    • 79952575021 scopus 로고    scopus 로고
    • Development of a multi-parametric model predictive control algorithm for insulin delivery in type 1 diabetes mellitus using clinical parameters
    • (doi: 10. 1016/j. jprocont. 2010. 10. 003)
    • Percival MW, Wang Y, Grosman B, Dassau E, Zisser H, Jovanovic L, Doyle III FJ. 2011 Development of a multi-parametric model predictive control algorithm for insulin delivery in type 1 diabetes mellitus using clinical parameters. J. Process Control 21, 391-404. (doi: 10. 1016/j. jprocont. 2010. 10. 003)
    • (2011) J. Process Control , vol.21 , pp. 391-404
    • Percival, M.W.1    Wang, Y.2    Grosman, B.3    Dassau, E.4    Zisser, H.5    Jovanovic, L.6    Doyle III, F.J.7
  • 19
    • 77955504672 scopus 로고    scopus 로고
    • Continuous glucose monitoring: Real-time algorithms for calibration, filtering, and alarms
    • (doi: 10. 1177/193229681000400222)
    • Bequette BW. 2010 Continuous glucose monitoring: real-time algorithms for calibration, filtering, and alarms. J. Diabetes Sci. Technol. 4, 404-418. (doi: 10. 1177/193229681000400222)
    • (2010) J. Diabetes Sci. Technol. , vol.4 , pp. 404-418
    • Bequette, B.W.1
  • 20
    • 77955652578 scopus 로고    scopus 로고
    • Real-time hypoglycemia prediction suite using continuous glucose monitoring
    • (doi: 10. 2337/dc09-1487)
    • Dassau E et al. 2010 Real-time hypoglycemia prediction suite using continuous glucose monitoring. Diabetes Care 33, 1249-1254. (doi: 10. 2337/dc09-1487)
    • (2010) Diabetes Care , vol.33 , pp. 1249-1254
    • Dassau, E.1
  • 21
    • 0032962321 scopus 로고    scopus 로고
    • A modelbased algorithm for blood glucose control in type I diabetic patients
    • (doi: 10. 1109/10. 740877)
    • Parker RS, Doyle III FJ, Peppas NA. 1999 A modelbased algorithm for blood glucose control in type I diabetic patients. IEEE Trans. Biomed. Eng. 46, 148-157. (doi: 10. 1109/10. 740877)
    • (1999) IEEE Trans. Biomed. Eng. , vol.46 , pp. 148-157
    • Parker, R.S.1    Doyle III, F.J.2    Peppas, N.A.3
  • 22
    • 69949146908 scopus 로고    scopus 로고
    • In silico preclinical trials: A proof of concept in closedloop control of type 1 diabetes
    • (doi: 10. 1177/193229680 900300106)
    • Kovatchev BP, Breton M, Dalla Man C, Cobelli C. 2009 In silico preclinical trials: a proof of concept in closedloop control of type 1 diabetes. J. Diabetes Sci. Technol. 3, 44-55. (doi: 10. 1177/193229680 900300106)
    • (2009) J. Diabetes Sci. Technol. , vol.3 , pp. 44-55
    • Kovatchev, B.P.1    Breton, M.2    Dalla Man, C.3    Cobelli, C.4
  • 25
    • 84882971193 scopus 로고    scopus 로고
    • Use of a Food and Drug Administration-approved type 1 diabetes mellitus simulator to evaluate and optimize a proportional-integral-derivative controller
    • (doi: 10. 1177/193229681200600621)
    • Laxminarayan S, Reifman J, Steil GM. 2012 Use of a Food and Drug Administration-approved type 1 diabetes mellitus simulator to evaluate and optimize a proportional-integral-derivative controller. J. Diabetes Sci. Technol. 6, 1401-1412. (doi: 10. 1177/193229681200600621)
    • (2012) J. Diabetes Sci. Technol. , vol.6 , pp. 1401-1412
    • Laxminarayan, S.1    Reifman, J.2    Steil, G.M.3
  • 26
    • 84879700650 scopus 로고    scopus 로고
    • Predicting subcutaneous glucose concentration using a latent-variable-based statistical method for type 1 diabetes mellitus
    • (doi: 10. 1177/ 193229681200600317)
    • Zhao C, Dassau E, Jovanovic L, Zisser HC, Doyle III JF, Seborg DE. 2012 Predicting subcutaneous glucose concentration using a latent-variable-based statistical method for type 1 diabetes mellitus. J. Diabetes Sci. Technol. 6, 617-633. (doi: 10. 1177/ 193229681200600317)
    • (2012) J. Diabetes Sci. Technol. , vol.6 , pp. 617-633
    • Zhao, C.1    Dassau, E.2    Jovanovic, L.3    Zisser, H.C.4    Doyle III, J.F.5    Seborg, D.E.6
  • 28
    • 84868109034 scopus 로고    scopus 로고
    • Blood glucose control in type 1 diabetes with a bihormonal bionic endocrine pancreas
    • (doi: 10. 2337/dc12-0071)
    • Russell SJ, El-Khatib FH, Nathan DM, Magyar KL, Jiang J, Damiano ER. 2012 Blood glucose control in type 1 diabetes with a bihormonal bionic endocrine pancreas. Diabetes Care 35, 2148-2155. (doi: 10. 2337/dc12-0071)
    • (2012) Diabetes Care , vol.35 , pp. 2148-2155
    • Russell, S.J.1    El-Khatib, F.H.2    Nathan, D.M.3    Magyar, K.L.4    Jiang, J.5    Damiano, E.R.6
  • 29
    • 34249695400 scopus 로고    scopus 로고
    • Bang-bang control of feeding: Role of hypothalamic and satiety signals
    • (doi: 10. 1371/journal. pcbi. 0030097)
    • Zanutto BS, Staddon JER. 2007 Bang-bang control of feeding: role of hypothalamic and satiety signals. PLoS Comput. Biol. 3, e97. (doi: 10. 1371/journal. pcbi. 0030097)
    • (2007) PLoS Comput. Biol. , vol.3
    • Zanutto, B.S.1    Staddon, J.E.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.