From Data to Cure: A Comprehensive Exploration of Multi-omics Data Analysis for Targeted Therapies

In the dynamic landscape of targeted therapeutics, drug discovery has pivoted towards understanding underlying disease mechanisms, placing a strong emphasis on molecular perturbations and target identification. This paradigm shift, crucial for drug discovery, is underpinned by big data, a transforma...

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Bibliographic Details
Published in:	Molecular biotechnology Vol. 67; no. 4; pp. 1269 - 1289
Main Authors:	Mukherjee, Arnab, Abraham, Suzanna, Singh, Akshita, Balaji, S., Mukunthan, K. S.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.04.2025 Springer Nature B.V
Subjects:	Algorithms artificial intelligence Big Data Biochemistry Biological analysis Biological research Biological Techniques biomedical research Biotechnology Cell Biology Chemistry Chemistry and Materials Science Computational Biology - methods Data analysis data collection diagnostic techniques domain Drug development Drug discovery Drug Discovery - methods drugs genome Genomics - methods Heterogeneity Human Genetics Humans Informatics landscapes Machine Learning Medical research metabolome Metabolomics - methods Molecular Targeted Therapy Multiomics Pharmacology Protein Science R&D Research & development Review Paper therapeutics Targeted therapeutics Big data Network pharmacology Multi-omics Machine learning
ISSN:	1073-6085, 1559-0305, 1559-0305
Online Access:	Get full text
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