Despite their advantages, GWAS have several limitations. A major challenge is that they often identify associations rather than causations, making it difficult to determine the actual biological mechanisms underlying a disease. Furthermore, GWAS typically require large sample sizes to yield statistically significant results, which can be resource-intensive. The studies also tend to focus on common variants, potentially missing rare genetic mutations that could have significant impacts on health.
