Bidirectional fractional-order dynamics of the microbiota-gut-brain axis in autism spectrum disorder featuring memory effects and inflammation thresholds

Conventional models of the microbiota-gut-brain axis (MGBA) in Autism Spectrum Disorder (ASD) overlook the long-range memory effects inherent to neuroinflammation and gut dysbiosis, leading to underestimation of symptom persistence. This study introduces a bidirectional fractional-order dynamical system with compartment-specific fractional orders [Formula: see text] to capture these memory-dependent dynamics across five interconnected compartments: dietary antigens, gut dysbiosis, gut inflammation, neuroinflammation, and behavioral symptoms. We establish existence, uniqueness, boundedness, and stability via Matignon's criterion, derive a novel inflammation threshold parameter [Formula: see text], prove a transcritical bifurcation at [Formula: see text], perform global Sobol sensitivity analysis, and formulate a fractional optimal control problem with three realistic interventions. Principal findings reveal: (i) a transcritical bifurcation at [Formula: see text] separating healthy recovery from chronic pathology; (ii) sensitivity analysis identifies the microbiota recovery rate [Formula: see text] (elasticity [Formula: see text]) as the most potent target for preventing chronicity and the behavioral recovery rate [Formula: see text] ([Formula: see text]) as the dominant driver of steady-state symptom severity; (iii) optimal control simulations demonstrate that triple combination therapy outperforms all double combinations, with direct behavioral intervention ([Formula: see text]) essential for minimizing symptoms; and (iv) stronger memory effects (lower α) significantly delay therapeutic recovery, confirming that ignoring memory fundamentally underestimates ASD symptom persistence.

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Publication Details

Journal
Scientific Reports
Published
2026-06-08
DOI
https://doi.org/10.1038/s41598-026-53656-4
Primary Topic
Gut microbiota and health
Type
article
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article

Bidirectional fractional-order dynamics of the microbiota-gut-brain axis in autism spectrum disorder featuring memory effects and inflammation thresholds

Shewafera Wondimagegnhu Teklu, Ahmad Albaity, Ali H. Hakami, Raed Qahiti
Scientific Reports
Gut microbiota and health
article

Bidirectional fractional-order dynamics of the microbiota-gut-brain axis in autism spectrum disorder featuring memory effects and inflammation thresholds

Shewafera Wondimagegnhu Teklu, Ahmad Albaity, Ali H. Hakami, Raed Qahiti
article en

Abstract

Conventional models of the microbiota-gut-brain axis (MGBA) in Autism Spectrum Disorder (ASD) overlook the long-range memory effects inherent to neuroinflammation and gut dysbiosis, leading to underestimation of symptom persistence. This study introduces a bidirectional fractional-order dynamical system with compartment-specific fractional orders [Formula: see text] to capture these memory-dependent dynamics across five interconnected compartments: dietary antigens, gut dysbiosis, gut inflammation, neuroinflammation, and behavioral symptoms. We establish existence, uniqueness, boundedness, and stability via Matignon's criterion, derive a novel inflammation threshold parameter [Formula: see text], prove a transcritical bifurcation at [Formula: see text], perform global Sobol sensitivity analysis, and formulate a fractional optimal control problem with three realistic interventions. Principal findings reveal: (i) a transcritical bifurcation at [Formula: see text] separating healthy recovery from chronic pathology; (ii) sensitivity analysis identifies the microbiota recovery rate [Formula: see text] (elasticity [Formula: see text]) as the most potent target for preventing chronicity and the behavioral recovery rate [Formula: see text] ([Formula: see text]) as the dominant driver of steady-state symptom severity; (iii) optimal control simulations demonstrate that triple combination therapy outperforms all double combinations, with direct behavioral intervention ([Formula: see text]) essential for minimizing symptoms; and (iv) stronger memory effects (lower α) significantly delay therapeutic recovery, confirming that ignoring memory fundamentally underestimates ASD symptom persistence.

Scientific Reports
Debre Berhan University (ET), Jazan University (SA)
Good health and well-being
Openalex Percentile: Top 9%
Gut microbiota and health
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Bidirectional fractional-order dynamics of the microbiota-gut-brain axis in autism spectrum disorder featuring memory effects and inflammation thresholds — Shewafera Wondimagegnhu Teklu, Ahmad Albaity, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS