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August 17, 2025

Beyond the Hype: Structuring the Future of Applied Multi-Omics in Oncology

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Authors

HMHazem Mustafa

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Overview

This review demonstrates the potential of multi-omics for biomarker discovery in oncology, suggesting a roadmap for ethical integration.

Key Points

  • Multi-omics integration reveals significant potential in precision oncology but faces several unresolved challenges.
  • AI-enabled platforms show promise in biomarker discovery and patient stratification, yet lack transparency and reproducibility.
  • Analyzing current literature highlights the need for robust integration strategies and longitudinal modeling frameworks.
  • A shift toward reproducible and ethically-aligned architectures is crucial for the clinical applications of multi-omics.

Cite This Study

Hazem Mustafa (2025) studied this question.

synapsesocial.com/papers/68a35486234c60ad5c20ecffhttps://doi.org/10.31219/osf.io/ygbn2_v2
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