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Precision medicine in Crohn's disease: Navigating the path from biomarker discovery to clinical implementation
Lijuan Sun1, Xiaomei Sun2, Cuixia Qiao2
1Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
Abstract:
Crohn's disease (CD) is a highly heterogeneous inflammatory bowel disorder. Despite an expanding therapeutic arsenal, treatment selection remains largely empirical, often leading to delayed effective control and suboptimal outcomes. Precision medicine, which tailors therapy to individual patient characteristics, offers a promising alternative. Advances in biomarker discovery are enabling more personalized approaches. Research has moved beyond conventional markers to high-dimensional data from genomics, proteomics, and microbiome studies. Over 200 genetic susceptibility loci have been identified, and dysbiosis is recognized as a key modulator of disease and treatment response. Integrating these multi-omics data is crucial for building predictive models, a task increasingly aided by artificial intelligence and machine learning. However, translating these discoveries into clinical practice faces significant hurdles. These include insufficient validation across diverse populations, methodological heterogeneity, and a lack of real-world evidence. Biomarker performance may vary significantly across genetically diverse patient cohorts, raising concerns that precision medicine tools validated only in homogeneous populations could inadvertently propagate health disparities. It is also important to consider regional contexts, such as the Middle East and Saudi Arabia, where rising IBD incidence due to urbanization and unique genetic architectures may affect biomarker performance and therapy response. This review synthesizes recent progress, outlines the major barriers to implementation, and discusses future directions, such as leveraging digital health technologies and international collaborations, to accelerate the adoption of precision medicine and improve outcomes for CD patients.
Insights
Precision medicine offers personalized Crohn
Area of Science:
- Gastroenterology and Precision Medicine
- Multi-omics Biomarker Discovery for Inflammatory Bowel Disease
Background:
- Crohn's disease (CD) is a complex inflammatory bowel disorder with heterogeneous patient responses to current empirical treatments.
- Existing therapies often result in delayed disease control and suboptimal patient outcomes.
- Personalized treatment strategies are needed to improve therapeutic efficacy.
Purpose of the Study:
- To review recent advancements in precision medicine for Crohn's disease.
- To identify barriers hindering the clinical implementation of precision medicine approaches.
- To discuss future directions for improving treatment outcomes in CD patients.
Main Methods:
- Synthesis of recent research on multi-omics data (genomics, proteomics, microbiome) for biomarker discovery.
- Analysis of challenges in translating multi-omics findings into clinical practice.
- Exploration of artificial intelligence and machine learning in predictive modeling for CD.
Main Results:
- Over 200 genetic susceptibility loci and the role of dysbiosis in CD have been identified.
- Integration of multi-omics data holds promise for predictive modeling, aided by AI/ML.
- Significant hurdles exist, including insufficient validation in diverse populations and lack of real-world evidence.
Conclusions:
- Precision medicine, leveraging multi-omics data and AI, offers a promising avenue for tailoring Crohn's disease therapy.
- Addressing validation gaps, health disparities, and regional variations is crucial for successful implementation.
- Digital health technologies and international collaborations are key to accelerating precision medicine adoption for improved CD patient outcomes.
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