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New Personalized Medicine Model for Medication Management
Kannayiram Alagiakrishnan1,2, Tyler Halverson3, Desiree Virginia Fermin Olivares4
1Division of Geriatric Medicine, University of Alberta, 11350-83 Ave, Edmonton, AB T6G 2P4, Canada.
Integrating multi-omics data into a personalized medicine model can improve drug efficacy and safety. This approach considers genetics, microbiomics, and other omics to guide medication management, reducing trial-and-error prescribing.
Area of Science:
- Pharmacology
- Genomics
- Personalized Medicine
Background:
- Traditional pharmacokinetics and pharmacodynamics do not fully capture cellular drug responses.
- Drug efficacy and toxicity are influenced by genetics, microbiomics, and various omics alterations.
- The oral medication process involves pharmacokinetics, oral and gut microbiomics, and pharmacodynamics.
Purpose of the Study:
- To introduce an integrative Personalized Medicine Model for comprehensive medication management.
- To demonstrate the clinical utility of this model using SSRIs and statins as examples.
- To highlight the need for multi-omics data integration for improved patient outcomes.
Main Methods:
- Review of traditional and emerging approaches in drug response assessment.
- Integration of pharmacogenetics, pharmacogenomics, and multi-omics data (epigenetic, transcriptomic, proteomic, metabolomic).
- Development of a personalized medicine model for drug selection and dosing.
Main Results:
- The proposed model can guide individualized drug selection and dosing, reducing trial-and-error.
- Application cases with SSRIs and statins show potential for improved patient safety and outcomes.
- Integration of multi-omics data is crucial for decision support and actionable recommendations.
Conclusions:
- An integrative personalized medicine model utilizing multi-omics data offers a pathway to optimize medication management.
- Further research is required for full implementation in drug development, clinical care, and healthcare systems.
- Successful integration necessitates robust IT infrastructure and stakeholder collaboration.
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