The impact of mathematical modeling on the understanding of diabetes and related complications

被引:83
作者
Ajmera, I. [1 ,2 ]
Swat, M. [1 ]
Laibe, C. [1 ]
Le Novere, N. [1 ,3 ]
Chelliah, V. [1 ]
机构
[1] EMBL European Bioinformat Inst, BioModels Grp, Wellcome Trust Genome Campus, Cambridge, England
[2] Univ Nottingham, Sch Biosci, Multidiscipinary Ctr Integrat Biol MyCIB, Loughborough, Leics, England
[3] Babraham Inst, Cambridge, England
基金
英国生物技术与生命科学研究理事会;
关键词
D O I
10.1038/psp.2013.30
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Diabetes is a chronic and complex multifactorial disease caused by persistent hyperglycemia and for which underlying pathogenesis is still not completely understood. The mathematical modeling of glucose homeostasis, diabetic condition, and its associated complications is rapidly growing and provides new insights into the underlying mechanisms involved. Here, we discuss contributions to the diabetes modeling field over the past five decades, highlighting the areas where more focused research is required.
引用
收藏
页数:14
相关论文
共 75 条
[1]  
Al-Hashmi S, 2009, LECT NOTES CONTR INF, V393, P1, DOI 10.1007/978-3-642-03627-9_1
[2]   The feedback control of glucose: On the road to type II diabetes [J].
Alvehag, Karin ;
Martin, Clyde .
PROCEEDINGS OF THE 45TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2006, :685-690
[3]   Review and Analysis of Blood Glucose (BG) Models for Type 1 Diabetic Patients [J].
Balakrishnan, Naviyn Prabhu ;
Rangaiah, Gade Pandu ;
Samavedham, Lakshminarayanan .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2011, 50 (21) :12041-12066
[4]   ASSESSMENT OF INSULIN SENSITIVITY INVIVO - A CRITICAL-REVIEW [J].
BERGMAN, RN ;
HOPE, ID ;
YANG, YJ ;
WATANABE, RM ;
MEADOR, MA ;
YOUN, JH ;
ADER, M .
DIABETES-METABOLISM REVIEWS, 1989, 5 (05) :411-429
[5]   QUANTITATIVE ESTIMATION OF INSULIN SENSITIVITY [J].
BERGMAN, RN ;
IDER, YZ ;
BOWDEN, CR ;
COBELLI, C .
AMERICAN JOURNAL OF PHYSIOLOGY, 1979, 236 (06) :E667-E677
[6]   PHYSIOLOGIC EVALUATION OF FACTORS CONTROLLING GLUCOSE-TOLERANCE IN MAN - MEASUREMENT OF INSULIN SENSITIVITY AND BETA-CELL GLUCOSE SENSITIVITY FROM THE RESPONSE TO INTRAVENOUS GLUCOSE [J].
BERGMAN, RN ;
PHILLIPS, LS ;
COBELLI, C .
JOURNAL OF CLINICAL INVESTIGATION, 1981, 68 (06) :1456-1467
[7]   Dynamical complexity and temporal plasticity in pancreatic β-cells [J].
Bertram, R ;
Sherman, A .
JOURNAL OF BIOSCIENCES, 2000, 25 (02) :197-209
[8]   Calcium and glycolysis mediate multiple bursting modes in pancreatic islets [J].
Bertram, R ;
Satin, L ;
Zhang, M ;
Smolen, P ;
Sherman, A .
BIOPHYSICAL JOURNAL, 2004, 87 (05) :3074-3087
[9]   A ROLE FOR CALCIUM RELEASE-ACTIVATED CURRENT (CRAC) IN CHOLINERGIC MODULATION OF ELECTRICAL-ACTIVITY IN PANCREATIC BETA-CELLS [J].
BERTRAM, R ;
SMOLEN, P ;
SHERMAN, A ;
MEARS, D ;
ATWATER, I ;
MARTIN, F ;
SORIA, B .
BIOPHYSICAL JOURNAL, 1995, 68 (06) :2323-2332
[10]   The phantom burster model for pancreatic β-cells [J].
Bertram, R ;
Previte, J ;
Sherman, A ;
Kinard, TA ;
Satin, LS .
BIOPHYSICAL JOURNAL, 2000, 79 (06) :2880-2892