Precision medicine demands a paradigm shift in research design. Traditional methods often encounter difficulties to capture the intricate interplay of genetic predispositions and environmental stimuli. Innovative designs, such as personalized studies, are crucial for unraveling these complex connections. By embracing advanced technologies and utili