Research on preclinical intervention studies is being conducted to improve design and analysis methods. Some studies are exploring the use of techniques such as multi-omics, artificial intelligence, and statistical classification to enhance precision and accuracy. The field of precision medicine is also seeing developments in clinical trial design, with a focus on improving treatment responses and translation to clinical applications.