Discontinuity, Nonlinearity, and Complexity
A Generalized Fractional Model for Glucose-insulin with Beta Cells Involving the Hattaf Mixed Fractional Derivative
Discontinuity, Nonlinearity, and Complexity 15(4) (2026) 609--622 | DOI:10.5890/DNC.2026.12.010
M. Ait Ichou$^{1}$, Z. Hajhouji$^2$, K. Hattaf$^{2,3}$
$^1$ EMA Team, RST Laboratory, ESEFA, Ibnou Zohr University of Agadir, Morocco
$^2$ Laboratory of Analysis, Modeling and Simulation (LAMS), Faculty of Sciences Ben M'Scik, Hassan II University of Casablanca, P.O Box 7955 Sidi Othman, Casablanca, Morocco
$^3$ Equipe de Recherche en Modélisation et Enseignement des Mathématiques (ERMEM), Centre Régional des Métiers de l'Education et de la Formation (CRMEF), 20340 Derb Ghalef, Casablanca, Morocco
Download Full Text PDF
Abstract
In this paper, a fractional model for glucose-insulin with beta cells is suggested. The model considered involves the new Hattaf mixed fractional (HMF) derivative incorporating well-known types, in particular, Caputo (C), Caputo-Fabrizio (CF), Atangana-Baleanu (AB) and generalized Hattaf fractional (GHF) derivatives. We obtain two theoretical results. Firstly, based on suitable assumptions, it is shown that there is a solution for the system in question. In addition, local stability is demonstrated. {Furthermore, an experimental validation of the model is conducted using real clinical glucose and insulin data, confirming the model's ability to closely replicate the observed physiological behavior and demonstrating the relevance of the proposed HMF formulation in capturing key features of glucose–insulin dynamics}. Finally, in order to confirm our conclusions, numerical simulations are carried out to demonstrate the local stability of the metabolism dynamics. The effectiveness of the proposed method in providing the best approximation of the fractional derivative parameters relies on the local stability of the metabolic dynamics.
References
-
| [1]  |
IDF (2025), The diabetes atlas, International Diabetes Federation. https://diabetesatlas.org/resources/idf-diabetes-atlas-2025.
|
-
| [2]  |
Mohammed, I.I., Adamu, I.I., and Barka, S.J. (2019), Mathematical model for the dynamics of glucose, insulin and $\beta$-cell mass under the effect of trauma, excitement and stress, Modeling and Numerical Simulation of Material Science, 9, 71-96.
|
-
| [3]  |
Bolie, V. (1961), Coefficients of normal blood glucose regulation, Journal of Applied Physiology, 16(5), 783-788.
|
-
| [4]  |
Bergman, R.N., Philips, L.S., and Cobelli, C. (1981), Physiologic evaluation of factors controlling glucose tolerance, The Journal of Clinical Investigation, 68(6), 1456-1467.
|
-
| [5]  |
Derouich, M. and Boutayeb, A. (2002), The effect of physical exercise on the dynamics of glucose and insulin, Journal of Biomechanics, 35(7), 911-917.
|
-
| [6]  |
Cho, Y., Kim, I., and Sheen, D. (2015), A fractional-order model for MINMOD millennium, Mathematical Biosciences, 262, 36-45.
|
-
| [7]  |
De Gaetano, A. and Arino, O. (2000), Mathematical modelling of the intravenous glucose tolerance test, Journal of Mathematical Biology, 40, 136-168.
|
-
| [8]  |
Ackerman, E., Rosevear, J.W., and McGuckin, W.F. (1964), A mathematical model of the glucose-tolerance test, Physics in Medicine and Biology, 9, 203-213.
|
-
| [9]  |
Molnar, G.D., Taylor, W.F., and Langworthy, A.L. (1972), Plasma immunoreactive insulin patterns in insulin-treated diabetics, Mayo Clinic Proceedings, 47, 709-719.
|
-
| [10]  |
Bajaj, J.S. and Rao, G.S. (1987), A mathematical model for insulin kinetics and its application to protein-deficient (malnutrition-related) diabetes mellitus (PDDM), Journal of Theoretical Biology, 129, 491-503.
|
-
| [11]  |
Alhazmi, M. (2024), Comparing the numerical solution of fractional glucose-insulin systems using generalized Euler method in sense of Caputo, Caputo-Fabrizio and Atangana-Baleanu, Symmetry, 16, 919.
|
-
| [12]  |
Li, C. and Zeng, F. (2013), The finite difference methods for fractional ordinary differential equations, Numerical Functional Analysis and Optimization, 34(2), 149-171.
|
-
| [13]  |
Al-Refai, M. (2020), On weighted Atangana-Baleanu fractional operators, Advances in Difference Equations, 2020(3), 1-13.
|
-
| [14]  |
Caputo, M. (1967), Linear models of dissipation whose Q is almost frequency independent–II, Geophysical Journal International, 13, 529-539.
|
-
| [15]  |
Caputo, M. and Fabrizio, M. (2015), A new definition of fractional derivative without singular kernel, Progress in Fractional and Differential Applications, 1, 73-85.
|
-
| [16]  |
Atangana, A. and Baleanu, D. (2016), New fractional derivatives with non-local and non-singular kernel: theory and application to heat transfer model, Thermal Science, 20, 763-769.
|
-
| [17]  |
Hattaf, K. (2020), A new generalized definition of fractional derivative with non-singular kernel, Computation, 8, 1-9.
|
-
| [18]  |
Hattaf, K. (2024), A new mixed fractional derivative with applications in computational biology, Computation, 12(1), 1-17.
|
-
| [19]  |
Alalyani, A. (2023), On the solution of a nonlinear fractional-order glucose-insulin system incorporating $\beta$-cells compartment, Malaysian Journal of Mathematical Sciences, 17(1), 1-12.
|
-
| [20]  |
Giovanni, P. and Bergman, R.N. (1986), MINMOD: a computer program to calculate insulin sensitivity and pancreatic responsivity from the frequently sampled intravenous glucose tolerance test, Computer Methods and Programs in Biomedicine, 23, 113-122.
|
-
| [21]  |
Meier, J.J., Butler, A.E., Saisho, Y., Monchamp, T., Galasso, R., Bhushan, A., Rizza, R.A., and Butler, P.C. (2008), Beta-cell replication is the primary mechanism subserving the postnatal expansion of beta-cell mass in humans, Diabetes, 57(6), 1584-1594.
|
-
| [22]  |
Zhu, C., Byrd, R.H., Lu, P., and Nocedal, J. (1997), Algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound-constrained optimization, ACM Transactions on Mathematical Software, 23(4), 550-560.
|
-
| [23]  |
Hattaf, K., Hajhouji, Z., Ait Ichou, M., and Yousfi, N. (2022), A numerical method for fractional differential equations with new generalized Hattaf fractional derivative, Mathematical Problems in Engineering, 2022, 1-9.
|