Neuromics: biomarkers discovery to precision diagnostics in neurotrauma

Neurotrauma remains clinically challenging due to heterogeneous biology and evolving injury cascades. Traditional severity-based classifications fail to capture underlying molecular complexity. Neuromics combines genomic, transcriptomics, proteomic, metabolomic, lipidomics, EV-omics, and single-cell technologies into systems framework to enable endotype discovery and AI-driven stratification. We address modelling challenges, promote agent-driven multi-paradigm methods that go beyond steady-state assumptions, and advocate for targeted therapeutics, repositioning neurotrauma care as predictive, mechanism-informed, and personalised clinical management.

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Publication Details

Journal
npj Systems Biology and Applications
Published
2026-10-07
DOI
https://doi.org/10.1038/s41540-026-00792-2
Primary Topic
Traumatic Brain Injury and Neurovascular Disturbances
Type
article
Field-Weighted Citation Impact
0.00
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article

Neuromics: biomarkers discovery to precision diagnostics in neurotrauma

Sonam Deshwal, Poonam Rana, Riya Vishnoi
npj Systems Biology and Applications
Traumatic Brain Injury and Neurovascular Disturbances
article

Neuromics: biomarkers discovery to precision diagnostics in neurotrauma

Sonam Deshwal, Poonam Rana, Riya Vishnoi
article en

Abstract

Neurotrauma remains clinically challenging due to heterogeneous biology and evolving injury cascades. Traditional severity-based classifications fail to capture underlying molecular complexity. Neuromics combines genomic, transcriptomics, proteomic, metabolomic, lipidomics, EV-omics, and single-cell technologies into systems framework to enable endotype discovery and AI-driven stratification. We address modelling challenges, promote agent-driven multi-paradigm methods that go beyond steady-state assumptions, and advocate for targeted therapeutics, repositioning neurotrauma care as predictive, mechanism-informed, and personalised clinical management.

npj Systems Biology and Applications
Institute of Nuclear Medicine & Allied Sciences (IN)
Openalex Percentile: Top 13%
Traumatic Brain Injury and Neurovascular Disturbances
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