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This is a Literature Review study.

August 17, 2025

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

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Authors

HMHazem MustafaUniversity of Sargodha

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Implication

This review examines multi-omics integration in oncology, highlighting its challenges and potential impact on biomarker discovery and therapeutic targeting.

Key Points

Multi-omics integration enhances precision tools in oncology, but faces significant technical and ethical challenges.
AI-enabled platforms demonstrate potential in biomarker discovery and patient stratification, yet lack methodological transparency.
Integration strategies often do not align with biological structure, limiting their effectiveness in clinical applications.
Without improvements in reproducibility and data governance, multi-omics may fail to realize its full clinical potential.

Cite This Study

Hazem Mustafa (2025) studied this question.

synapsesocial.com/papers/68a36dec0a429f7973331a27 https://doi.org/10.31219/osf.io/ygbn2_v2

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Implication

This review examines multi-omics integration in oncology, highlighting its challenges and potential impact on biomarker discovery and therapeutic targeting.

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

Discussion

Member takes

Implication

Key Points

Cite This Study

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

Discussion

Member takes

Implication

Key Points

Cite This Study

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