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A Paradigm to Identify Biomarkers with Tissue Specificity and Disease Causality
Biaoyang Lin1,2,3, Yingying Ma1,2, Hongyun Yang4
1Zhejiang University, Zhejiang-California International Nanosystems Institute (ZCNI) Proprium Research Center, Hangzhou, China.
Developing biomarkers for hepatic disease requires overcoming challenges in validation and utility. This analysis proposes an approach focusing on tissue specificity and disease causality for improved biomarker discovery and development.
Area of Science:
- Biochemistry
- Molecular Biology
- Translational Medicine
Background:
- Biomarker development faces significant hurdles transitioning from validation to clinical application.
- Current approaches often lack focus on tissue specificity and disease causality, limiting utility.
Purpose of the Study:
- To present an innovative approach for biomarker discovery and development.
- To emphasize the importance of tissue specificity and disease causality in biomarker research.
- To illustrate the proposed approach using hepatic disease as a case study.
Main Methods:
- This is an opinion piece and innovation analysis.
- It reviews existing challenges in biomarker development.
- It proposes a novel framework for discovery and development.
Main Results:
- The proposed approach highlights the critical role of tissue specificity in identifying reliable biomarkers.
- Focusing on disease causality enhances the predictive and diagnostic power of biomarkers.
- The hepatic disease case study demonstrates the practical application of these principles.
Conclusions:
- A strategic focus on tissue specificity and disease causality can accelerate the clinical utility of biomarkers.
- This approach offers a pathway to overcome common challenges in biomarker development.
- Improved biomarker strategies are essential for advancing public health and clinical decision-making.
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