journal article·2025-10-01Open access

Exploring wave dynamics and disease progression in a fractional-order β-derivative multiple sclerosis model

Baharul Islam, Monazat Ali, Sabina Yeasmin, Md. Ali Akber Rony, Dipankar Kumar

AIP Advances· Volume 15· Issue 10

Abstract

This study explores analytical solutions of a simplified β-derivative Multiple Sclerosis (MS) model via the generalized Riccati equation method, focusing on their dynamic behaviors and the influence of fractional-order dynamics on disease progression. A variety of analytical solutions are derived and presented through 2D graphical representations, illustrating different wave structures, including kink, anti-kink, bell, anti-bell, and singular-shaped waves. These structures capture the nonlinear, localized, and memory-driven behaviors of brain cell populations affected by MS. In particular, singular solutions indicate potential instability points that may correspond to critical pathological events during disease progression. The analysis demonstrates that both the fractional order and wave velocity significantly influence the shape, dispersion, and stability of these solutions. Moreover, the model parameters regulate key biological mechanisms that modulate immune activation, drive neurodegeneration, control immune-inflammatory dynamics, and facilitate neural repair. Collectively, these parameters shape the interactions among healthy, infected, and pathogenic brain cell populations. By incorporating fractional-order dynamics, this study enriches the MS model, bridging mathematical analysis with biological complexity and providing a more accurate representation of MS pathology. These findings emphasize the importance of fractional-order models in providing deeper insight into disease progression mechanisms and highlight potential directions for developing therapeutic strategies.
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Research context

OpenAlex topics: Fractional Differential Equations Solutions · Mathematical and Theoretical Epidemiology and Ecology Models · Nonlinear Waves and Solitons

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Mathematics, Gopalganj Science and Technology University , Gopalganj 8100,

References (46)

Show source-provided references
1. Multiple sclerosis: Pathogenesis, symptoms, diagnoses and cell-based therapy10.22074/cellj.2016.4867 ↗
2. The association between endometriosis and autoimmune diseases: A systematic review and meta-analysis10.1093/humupd/dmz014 ↗
3. The immunology of multiple sclerosis10.1038/s41577-022-00718-z ↗
4. Rising prevalence of multiple sclerosis worldwide: Insights from the Atlas of MS, third edition10.1177/1352458520970841 ↗
5. Role of inflammasomes in multiple sclerosis and their potential as therapeutic targets10.1186/s12974-020-01944-9 ↗
6. Disruption of central nervous system barriers in multiple sclerosis10.1016/j.bbadis.2010.06.017 ↗
7. The neuropsychiatry of multiple sclerosis10.1177/070674370404900302 ↗
8. A magnetization transfer imaging study of normal-appearing white matter in multiple sclerosis10.1212/wnl.45.3.478 ↗
9. A multimodal approach to managing the symptoms of multiple sclerosis10.1212/wnl.63.11_suppl_5.s12 ↗
10. Impact of walking impairment in multiple sclerosis: Perspectives of patients and care partners10.2165/11591150-000000000-00000 ↗
11. Symptom management and lifestyle modifications in multiple sclerosis10.1212/con.0000000000000325 ↗
12. Personalized medicine in multiple sclerosis: Hope or reality?10.1186/1741-7015-10-116 ↗
13. Clinical trials in progressive multiple sclerosis: Lessons learned and future perspectives10.1016/s1474-4422(14)70264-9 ↗
14. Modeling and simulation for prediction of multiple sclerosis progression: A review and perspective10.1016/j.compbiomed.2024.108416 ↗
15. A simple mathematical model for relapsing-remitting multiple sclerosis (RRMS)10.1016/j.mehy.2019.109478 ↗
16. Could mathematics be the key to unlocking the mysteries of multiple sclerosis?10.1007/s11538-023-01181-0 ↗
17. The thermodynamic soliton theory of the nervous impulse and possible medical implications10.1016/j.pbiomolbio.2022.05.007 ↗
18. 2006
19. Neuronal spike timing adaptation described with a fractional leaky integrate-and-fire model10.1371/journal.pcbi.1003526 ↗
20. Anomalous diffusion in Purkinje cell dendrites caused by spines10.1016/j.neuron.2006.10.025 ↗
21. Mathematical analysis of neurological disorder under fractional order derivative10.3934/math.2023959 ↗
22. A fractal-fractional order model to study multiple sclerosis: A chronic disease10.1142/s0218348x24400103 ↗
23. Physiological and chaos effect on dynamics of neurological disorder with memory effect of fractional operator: A mathematical study10.1016/j.cmpb.2024.108190 ↗
24. Modified Kudryashov method via new exact solutions for some conformable fractional differential equations arising in mathematical biology10.1016/j.cjph.2017.11.020 ↗
25. A comparative study of fractional derivatives to interpret wave structures for the higher order fractional Ramani equation10.1007/s11082-024-06678-z ↗
26. The sine-Gordon expansion method to look for the traveling wave solutions of the Tzitzéica type equations in nonlinear optics10.1016/j.ijleo.2017.09.066 ↗
27. Exploring dynamic behaviors of soliton-like pulses in the lossy electrical transmission line model with fractional derivatives: A comparative study10.1016/j.rinp.2023.107039 ↗
28. Revisiting Fisher-KPP model to interpret the spatial spreading of invasive cell population in biology10.1016/j.heliyon.2022.e10773 ↗
29. Optical solutions to the Kundu-Mukherjee-Naskar equation: Mathematical and graphical analysis with oblique wave propagation10.1088/1402-4896/abd201 ↗
30. Exploring dynamic behaviors of diverse electrical soliton pulses in lossy nonlinear electrical transmission lines: Insights from analytical method and linear stability analysis technique10.1140/epjp/s13360-024-05194-z ↗
31. Application of the generalized unified method to solve (2+1)-dimensional Kundu–Mukherjee–Naskar equation10.1007/s11082-023-04807-8 ↗
32. Exploring the optical soliton and solitary wave solutions for the nonlinear Akbota equation via improved expansion approach10.1063/5.0289059 ↗
33. Investigations of soliton structures and dynamical behaviors of the Westervelt equation with two analytical techniques10.1063/5.0271307 ↗
34. Dynamics of various solitonic formations and other solitons of a (4 + 1)-dimensional Davey–Stewartson–Kadomtsev–Petviashvili equation using a newly designed analytical method10.1142/s021798492550126x ↗
35. Dynamics of soliton solutions and various evolving formations of the Jaulent–Miodek and Zakharov–Kuzetsov equations utilizing the newly proposed extended generalized approach10.1007/s12346-025-01260-8 ↗
36. The tanh method: I. Exact solutions of nonlinear evolution and wave equations10.1088/0031-8949/54/6/003 ↗
37. The generalizing Riccati equation mapping method in Non-linear evolution equation: Application to (2+1)-dimensional Boiti–Leon–Pempinelle equation10.1016/j.chaos.2006.10.015 ↗
38. Extended tanh-function method and its applications to nonlinear equations10.1016/s0375-9601(00)00725-8 ↗
39. Modified extended tanh-function method and its applications to nonlinear equations10.1016/j.amc.2003.12.035 ↗
40. A complex tanh-function method applied to nonlinear equations of Schrödinger type10.1016/j.chaos.2003.09.042 ↗
41. The -expansion method and travelling wave solutions of nonlinear evolution equations in mathematical physics10.1016/j.physleta.2007.07.051 ↗
42. A generalized (G′/G)-expansion method and its applications10.1016/j.physleta.2008.02.027 ↗
43. Solitary and periodic wave solutions to the family of nonlinear conformable fractional Boussinesq-like equations10.1002/mma.6628 ↗
44. Fractional low-pass electrical transmission line model: Dynamic behaviors of exact solutions with the impact of fractionality and free parameters10.1016/j.rinp.2021.104457 ↗
45. Modelling the spread of river blindness disease via the Caputo fractional derivative and the beta-derivative10.3390/e18020040 ↗
46. Analysis of time-fractional Hunter-Saxton equation: A model of neumatic liquid crystal10.1515/phys-2016-0010 ↗