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Five tenets for advancing evidence-based precision medicine.

Daniel E Coral1,2, Jennifer L Sargent3,4, Julia Carrasco-Zanini5

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Summary
This summary is machine-generated.

Precision medicine aims to improve complex disease outcomes using individual data. This perspective outlines five key principles to enhance the clinical translation of precision medicine research for better health results.

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Area of Science:

  • Biomedical Research
  • Translational Science
  • Health Outcomes Research

Background:

  • Precision medicine leverages individual characteristics to enhance disease risk prediction, treatment response, and prognosis.
  • Despite advances, clinical translation of precision medicine for complex diseases, outside oncology, remains limited.
  • There is a critical need for improved analytical methods and study designs to facilitate clinical implementation.

Purpose of the Study:

  • To outline five fundamental tenets for enhancing the efficient clinical translation of precision medicine research.
  • To address key challenges hindering the widespread adoption of precision medicine in clinical practice.
  • To promote clinically meaningful, reproducible, scalable, and equitable health outcomes.

Main Methods:

  • This perspective article proposes five core principles for improving precision medicine translation.
  • The tenets focus on addressing heterogeneity, signal robustness, statistical benchmarking, precision trial designs, and societal risks/benefits.
  • The approach emphasizes enhancing analytical methods and study designs for clinical utility.

Main Results:

  • The five tenets provide a framework for overcoming barriers to precision medicine implementation.
  • Addressing heterogeneity and ensuring signal robustness are crucial for reliable clinical application.
  • Structured benchmarking and precision trial designs are essential for rigorous evaluation.

Conclusions:

  • Implementing these five tenets can accelerate the clinical translation of precision medicine for complex diseases.
  • This framework aims to achieve health outcomes superior to contemporary approaches.
  • The ultimate goal is to realize the full potential of precision medicine for improved patient care and public health.