Identifying behavior regulatory leverage over mental disorders transcriptomic network hubs toward lifestyle-dependent psychiatric drugs repurposing

Combining machine learning and network biology succeeded in revealing biomarkers for two notoriously spreading disorders, MDD and PTSD. This approach offers a non-invasive diagnostic pipeline and identifies potential drug targets that could be repurposed under further investigation. These findings contribute to our understanding of the complex interplay between mental disorders, daily habits, and psychiatric interventions, thereby facilitating more targeted and personalized treatment strategies.

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Publication Details

Journal
Human Genomics
Published
2025-03-19
DOI
https://doi.org/10.1186/s40246-025-00733-w
Citations
2
Primary Topic
Tryptophan and brain disorders
Type
article
Field-Weighted Citation Impact
1.16

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article

Identifying behavior regulatory leverage over mental disorders transcriptomic network hubs toward lifestyle-dependent psychiatric drugs repurposing

Ibrahim Youssef, Azza El Amir, Mennatullah Abdelzaher Turky
2 citations
Human Genomics
Tryptophan and brain disorders
1.16
article

Identifying behavior regulatory leverage over mental disorders transcriptomic network hubs toward lifestyle-dependent psychiatric drugs repurposing

Ibrahim Youssef, Azza El Amir, Mennatullah Abdelzaher Turky
article en
2 citations

Abstract

Combining machine learning and network biology succeeded in revealing biomarkers for two notoriously spreading disorders, MDD and PTSD. This approach offers a non-invasive diagnostic pipeline and identifies potential drug targets that could be repurposed under further investigation. These findings contribute to our understanding of the complex interplay between mental disorders, daily habits, and psychiatric interventions, thereby facilitating more targeted and personalized treatment strategies.

Human GenomicsVol. 19(1)
Cairo University (EG)
Cairo University
Good health and well-being
Openalex Percentile: Top 26%
Tryptophan and brain disorders
1.16
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