Rei Noguchi is a research scientist at the Division of Rare Cancer Research, National Cancer Center Research Institute in Tokyo, Japan. Her research focuses on molecular oncology and cancer genomics, particularly the genetic characterization of rare cancers. She is involved in comprehensive genomic profiling and integrative clinical-genomic studies aimed at the development of precision oncology. Her work also explores tumor heterogeneity and the mechanisms of drug resistance in rare tumors.