Precision medicine technology hype or reality? The example of computer-guided dosing

Area of Science:

• Clinical Pharmacology
• Health Informatics
• Medical Technology

Background:

• Precision medicine aims to tailor healthcare, but many frontline clinicians perceive it as inaccessible.
• Computer-guided dosing represents a practical precision medicine application predicting drug concentrations and responses.
• This technology addresses the gap between advanced precision medicine concepts and clinical reality.

Purpose of the Study:

• To evaluate computer-guided dosing as a pragmatic example of precision medicine.
• To identify key features that make precision medicine technologies viable for improving patient care.
• To discuss barriers and benefits of implementing computer-guided dosing in clinical practice.

Main Methods:

• Analysis of computer-guided dosing as a case study for precision medicine.
• Evaluation based on eight criteria: definition alignment, clinical problem addressed, scientific evidence, defined use cases, measured benefits, economic drivers, user-friendliness, and patient endorsement.
• Consideration of critical perspectives and potential barriers to adoption.

Main Results:

• Computer-guided dosing aligns with precision medicine principles and addresses significant clinical issues.
• It is supported by peer-reviewed research, has defined applications, and demonstrates benefits across clinical, patient, and economic endpoints.
• The technology exhibits user-friendliness, economic viability, and patient acceptance, despite some implementation challenges.

Conclusions:

• Computer-guided dosing exemplifies a practical precision medicine approach with the potential to enhance patient care.
• Its success hinges on demonstrating improved cost-effective patient outcomes.
• Eight key features characterize viable precision medicine technologies for widespread clinical adoption.