Challenges in HLA research include the complex nature of the HLA gene region, high polymorphism, and the influence of environmental factors on disease associations. Advanced bioinformatics tools and large-scale epidemiological studies are needed to overcome these challenges and to unravel the complex interactions between HLA and diseases.