Biology subjects

Kebir, H.

Publications and source records attributed to Kebir, H..

4 recordsLinked to original sources

bioRxiv2026

Digital Twin Brain simulation and manipulation of a functional brain network underlying mental illness

Linking synaptic-level perturbations to distributed brain-network dynamics remains a central challenge for understanding and treating mental illness. Although recent whole-brain models can reproduce individual brain activity patterns, they largely function as descriptive simulators rather than mechanistic, intervention-capable systems. Here we present an intervention-capable digital twin of the human brain, integrating individual neuroanatomy and task-evoked dynamics within a neuronal-scale framework. Individualised digital twin brains recapitulate a participant-specific compact cortico-subcortical network phenotype that captures transdiagnostic psychopathology across population and clinical cohorts. In silico modulation of excitatory and inhibitory synaptic conductance produces bidirectional, heterogeneous network responses across individuals. Population-scale simulations stratify individuals and predict longitudinal symptom trajectories from DTB-derived response profiles. Independent pharmacological functional MRI data further validate the predicted baseline-dependent network responses in vivo. Together, these findings establish digital brain models as experimental platforms for mechanistic perturbation, behavioural prediction and stratification, providing a foundation for precision neuroscience and psychiatry.

neuroscience↗

bioRxiv2025

Brain Diffusion Transformer for Personalized Neuroscience and Psychiatry

Task-fMRI analyses typically focus on localized activation contrasts between stimuli, neglecting the brains dynamic hierarchy. We introduce Brain Diffusion Transformer (Brain-DiT), a deep generative model capturing recurrent processing underlying individualized neurocognitive state transitions via functional networks. Without prior assumptions, Brain-DiT identifies canonical cognitive regions in the brain and reveals replicable subgroups with distinct neural circuits in large cohorts, offering critical clinical insights overlooked by traditional methods: individuals exhibiting negative emotion bias, linked to language-related regions, had a 12-fold higher likelihood of major depression, and those with maladaptive inhibition strategies, associated with overactive medial frontal regions, showed a 9-fold increased risk of alcohol abuse. By bridging cognitive theory and psychiatric applications, Brain-DiT provides a unified analytical paradigm, paving the way for operational personalized medicine in psychiatry.

neuroscience↗

bioRxiv2024

Neurovascular mitochondrial susceptibility impacts blood-brain barrier function and behavior

Maintenance of blood-brain barrier (BBB) integrity is critical to optimal brain function, and its impairment has been linked to multiple neurological disorders. A notable feature of the BBB is its elevated mitochondrial content compared to peripheral endothelial cells, although the functional implications of this phenomenon remain unknown. Here we studied BBB mitochondrial function in the context of the 22q11.2 deletion syndrome (22qDS), a condition associated with a highly increased risk for neuropsychiatric disease. As the 22q11.2 deletion includes 6 mitochondrial genes, and because we have previously identified BBB impairment in 22qDS, we addressed the hypothesis that mitochondrial deficits contribute to BBB dysfunction and impact behavior in this condition. We report mitochondrial impairment in human induced pluripotent stem cell (iPSC)-derived BBB endothelial cells from 22qDS patients, and in BBB endothelial cells from a mouse model of 22qDS. Remarkably, treatment to improve mitochondrial function attenuates mitochondrial deficits and enhances BBB function in both the iPSC and mouse 22qDS models. This treatment also corrected social memory in the mouse model, a deficit previously associated with BBB dysfunction. As BBB integrity correlated with social memory performance, together our findings suggest that mitochondrial dysfunction in the BBB influences barrier integrity and behavior in 22qDS.

neuroscience↗

bioRxiv2019

Disruption of the blood brain barrier in 22q11.2 deletion syndrome

Neuroimmune dysregulation is implicated in neuropsychiatric disorders including schizophrenia (SZ). As the blood brain barrier (BBB) is the immunological interface between the brain and the periphery, we investigated whether the BBB is intrinsically compromised in the most common genetic risk factor for SZ, the hemizygous deletion of chromosome 22q11.2 (22qDS). BBB-like endothelium (iBBB) differentiated from human 22qDS+SZ-induced pluripotent stem cells exhibited impaired barrier integrity, a phenotype substantiated in a mouse model of 22qDS. The proinflammatory intercellular adhesion molecule-1 (ICAM-1) was upregulated in 22qDS+SZ iBBB and 22qDS mice, indicating compromise of the BBB immune privilege. This immune imbalance resulted in increased migration/activation of leukocytes crossing the 22qDS+SZ iBBB. Finally, we found heightened astrocyte activation in murine and human 22qDS, suggesting that the BBB promotes astrocyte-mediated neuroinflammation. Overall, the barrier-promoting and immune privilege properties of the 22qDS BBB are compromised, and this might increase the risk for neuropsychiatric disease.

neuroscience↗