Genome-wide association studies (GWAS) analyze plant core collections using multi-level approaches (phenotypic, metabolic, etc.) to unravel the genetic architecture of complex traits. This approach enables the identification of genes associated with quality, nutritional value, and resistance to biotic and abiotic stresses, providing essential tools for developing resilient and sustainable plant varieties that are crucial for addressing the challenges of modern agriculture, such as climate change and food security.