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Multi-Omics Integration for the Design of Novel Therapies and the Identification of Novel Biomarkers
by
Ivanisevic, Tonci
, Sewduth, Raj N.
in
Biological analysis
/ Biological markers
/ Biomarkers
/ cancer
/ data analysis
/ data integration
/ Datasets
/ Disease
/ DNA methylation
/ Drugs
/ Epigenetics
/ Gene expression
/ Genomics
/ Hypotheses
/ Machine learning
/ Medical research
/ Medicine, Experimental
/ Metabolism
/ Metabolites
/ Metabolomics
/ Methods
/ OMICs
/ Pharmaceuticals
/ Proteins
/ Proteomes
/ Proteomics
/ R&D
/ Research & development
/ Review
/ Therapeutic targets
/ Toxicity
2023
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Multi-Omics Integration for the Design of Novel Therapies and the Identification of Novel Biomarkers
by
Ivanisevic, Tonci
, Sewduth, Raj N.
in
Biological analysis
/ Biological markers
/ Biomarkers
/ cancer
/ data analysis
/ data integration
/ Datasets
/ Disease
/ DNA methylation
/ Drugs
/ Epigenetics
/ Gene expression
/ Genomics
/ Hypotheses
/ Machine learning
/ Medical research
/ Medicine, Experimental
/ Metabolism
/ Metabolites
/ Metabolomics
/ Methods
/ OMICs
/ Pharmaceuticals
/ Proteins
/ Proteomes
/ Proteomics
/ R&D
/ Research & development
/ Review
/ Therapeutic targets
/ Toxicity
2023
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Do you wish to request the book?
Multi-Omics Integration for the Design of Novel Therapies and the Identification of Novel Biomarkers
by
Ivanisevic, Tonci
, Sewduth, Raj N.
in
Biological analysis
/ Biological markers
/ Biomarkers
/ cancer
/ data analysis
/ data integration
/ Datasets
/ Disease
/ DNA methylation
/ Drugs
/ Epigenetics
/ Gene expression
/ Genomics
/ Hypotheses
/ Machine learning
/ Medical research
/ Medicine, Experimental
/ Metabolism
/ Metabolites
/ Metabolomics
/ Methods
/ OMICs
/ Pharmaceuticals
/ Proteins
/ Proteomes
/ Proteomics
/ R&D
/ Research & development
/ Review
/ Therapeutic targets
/ Toxicity
2023
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Multi-Omics Integration for the Design of Novel Therapies and the Identification of Novel Biomarkers
Journal Article
Multi-Omics Integration for the Design of Novel Therapies and the Identification of Novel Biomarkers
2023
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Overview
Multi-omics is a cutting-edge approach that combines data from different biomolecular levels, such as DNA, RNA, proteins, metabolites, and epigenetic marks, to obtain a holistic view of how living systems work and interact. Multi-omics has been used for various purposes in biomedical research, such as identifying new diseases, discovering new drugs, personalizing treatments, and optimizing therapies. This review summarizes the latest progress and challenges of multi-omics for designing new treatments for human diseases, focusing on how to integrate and analyze multiple proteome data and examples of how to use multi-proteomics data to identify new drug targets. We also discussed the future directions and opportunities of multi-omics for developing innovative and effective therapies by deciphering proteome complexity.
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