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.
Authors
- Ibrahim Youssef (ORCID: https://orcid.org/0000-0002-0270-1703)
- Azza El Amir (ORCID: https://orcid.org/0000-0003-4457-6899)
- Mennatullah Abdelzaher Turky
Institutions
- Cairo University (EG)
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
Funders
- Cairo University