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Genomics02:02

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We are more than our omics.

Silvio Garattini1

  • 1Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, 20156, Milan, Italy. silvio.garattini@marionegri.it.

European Journal of Clinical Pharmacology
|April 28, 2020
PubMed
Summary
This summary is machine-generated.

Personalized medicine relies on individual "omics" data. Integrating pharmacokinetic and drug interaction data is crucial for real-world clinical benefits and risks, requiring government-supported research.

Keywords:
AntibodiesDrug interactionsMedicineMonoclonalPersonalizedPharmacokineticsSex characteristics

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Area of Science:

  • Genomics and Bioinformatics
  • Pharmacology and Drug Development
  • Translational Medicine

Background:

  • Personalized medicine currently centers on individual multi-omics data.
  • Existing approaches often lack integration with critical clinical and pharmacological factors.
  • Essential data for assessing treatment benefits and risks are frequently unavailable.

Purpose of the Study:

  • To highlight the necessity of integrating diverse data types beyond "omics" for effective personalized medicine.
  • To emphasize the importance of pharmacokinetic, dosing, demographic, and drug interaction data.
  • To advocate for government-supported research to bridge current knowledge gaps.

Main Methods:

  • Literature review and synthesis of current personalized medicine strategies.
  • Analysis of data gaps in pharmacokinetics, drug interactions, and patient-specific factors.
  • Conceptual framework development for integrated personalized medicine research.

Main Results:

  • "Omics" data alone are insufficient for comprehensive personalized treatment strategies.
  • Pharmacokinetic variability, optimal dosing, age/gender effects, and drug interactions significantly impact treatment outcomes.
  • Significant knowledge gaps exist regarding these crucial factors in clinical practice.

Conclusions:

  • Independent research integrating "omics" with clinical and pharmacological data is essential.
  • Governmental support is vital to fund the necessary research for advancing personalized medicine.
  • Achieving true personalized medicine requires a holistic, data-integrated approach.