Related Experiment Video
Updated: Jul 6, 2025

07:35
Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
Published on: October 11, 2018
7.5K
Biomarkers and biomarker validation: a pathologist's guide to getting it right
Elizabeth C Paver1, Adrienne L Morey1
1Department of Anatomical Pathology, The Canberra Hospital, Canberra, ACT, Australia; Australian National University, Canberra, ACT, Australia.
Pathology
|January 9, 2024
Summary
This paper explains biomarker development, validation, and approval for precision medicine. It offers practical guidance for pathologists to ensure accurate biomarker testing in clinical practice.
Area of Science:
- Biomarker discovery and development
- Translational research
- Clinical diagnostics
Background:
- Biomarkers are crucial for personalized medicine, enhancing diagnosis, prognosis, and treatment response prediction.
- The journey of a biomarker from discovery to clinical use involves complex scientific, clinical, and regulatory validation.
- Pathologists are key in ordering and interpreting biomarker assays, necessitating a deep understanding of their development.
Purpose of the Study:
- To provide an overview of biomarker development, approval, and validation processes.
- To equip anatomical pathologists with knowledge for effective biomarker testing in routine practice.
- To highlight potential pitfalls in biomarker implementation that could lead to inaccurate results.
Main Methods:
- Review of biomarker development lifecycle
- Analysis of validation and approval pathways
- Discussion of regulatory considerations across jurisdictions
Main Results:
- Biomarker development is a multi-stage process requiring rigorous validation.
- Regulatory approval pathways vary significantly by region.
- Successful implementation depends on understanding potential testing inaccuracies.
Conclusions:
- Pathologists require comprehensive knowledge of biomarker development and validation for accurate clinical application.
- Understanding the complexities of biomarker approval is essential for integrating new tests into practice.
- Addressing implementation challenges ensures reliable biomarker testing in personalized medicine.

