Despite their potential, SNP studies have limitations. One major challenge is the complexity of genetic interactions. Diseases are often influenced by multiple genes and environmental factors, making it difficult to isolate the effects of individual SNPs. Additionally, there can be population-specific SNP variations, which means findings in one group may not be applicable to another.