reviewBiomedicinesNov 30, 2024GOLD OA

Revolutionizing Personalized Medicine: Synergy with Multi-Omics Data Generation, Main Hurdles, and Future Perspectives

GMGetnet MollaMBMolalegne Bitew

Jigjiga University · Addis Ababa Science and Technology University

PubMed
Indexed incrossrefdoajpubmed

Abstract

The field of personalized medicine is undergoing a transformative shift through the integration of multi-omics data, which mainly encompasses genomics, transcriptomics, proteomics, and metabolomics. This synergy allows for a comprehensive understanding of individual health by analyzing genetic, molecular, and biochemical profiles. The generation and integration of multi-omics data enable more precise and tailored therapeutic strategies, improving the efficacy of treatments and reducing adverse effects. However, several challenges hinder the full realization of personalized medicine. Key hurdles include the complexity of data integration across different omics layers, the need for advanced computational tools,…

Citation impact

173
total citations
FWCI
36.37
Percentile
100%
References
186
Citations per year

Authors

2

Topics & keywords

Keywords
  • Omics
  • Personalized medicine
  • Precision medicine
  • Data integration
  • Data science
  • Analytics
  • Transformative learning
  • Standardization
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