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Updated: Sep 21, 2025

Large-Scale Multi-Omics Genome-Wide Association Studies Mo-GWAS: Guidelines for Sample Preparation and Normalization
Published on: July 27, 2021
Are phenome-wide association studies feasible in a developing country?
Gerard G Dumancas1, Destiny Harrison2, Jonathan Adam Rico3
1Department of Chemistry, Loyola Science Center, The University of Scranton, Scranton, PA 18510, USA; Balik Scientist Program, Department of Science and Technology-Philippine Council for Health Research and Development, Bicutan, Taguig City, 1631, Philippines.
Phenome-wide association studies (PheWAS) can identify genetic links to diseases. Conducting these studies in developing nations like the Philippines presents unique resource and practical challenges.
Area of Science:
- Genetics
- Public Health
- Bioinformatics
Background:
- Phenome-wide association studies (PheWAS) are valuable for linking genetic markers to health outcomes.
- These studies are widely implemented in developed nations.
- Developing countries, such as the Philippines, could benefit from PheWAS but face significant hurdles.
Purpose of the Study:
- To explore the feasibility and potential impact of implementing Phenome-wide association studies (PheWAS) in a developing country context.
- To identify the specific resource and practical limitations for conducting PheWAS in the Philippines.
Main Methods:
- This study reviews existing literature on Phenome-wide association studies (PheWAS) methodologies.
- It analyzes resource availability and infrastructure in the Philippines relevant to large-scale genetic studies.
- Potential adaptations for resource-limited settings are considered.
Main Results:
- Phenome-wide association studies (PheWAS) offer significant potential for understanding genetic determinants of diseases in diverse populations.
- Resource constraints, data infrastructure, and the need for specialized expertise are identified as key challenges in the Philippines.
- The study highlights the need for tailored approaches to overcome these limitations.
Conclusions:
- Implementing Phenome-wide association studies (PheWAS) in developing countries like the Philippines is challenging but crucial for advancing genomic medicine.
- Overcoming resource and practical limitations requires innovative strategies and international collaboration.
- Successful implementation could reveal novel genetic associations relevant to local health issues.
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