Researchers use a variety of methods to study biological pathways, including genomics, proteomics, and metabolomics. These approaches involve the comprehensive analysis of genes, proteins, and metabolites, respectively, to understand the complex interactions within biological systems. Advanced computational tools and bioinformatics play a crucial role in integrating and interpreting the vast amount of data generated from these studies.