Abstract BACKGROUND Diffuse Leptomeningeal Glioneuronal Tumors (DLGT) typically have a clinical course with slow progression; however, there have been cases of anaplastic transformation. We describe the clinical presentation, radiographic features, and molecular characteristics in 2 pediatric DLGT cases that underwent aggressive transformation. METHODS Patient 1: A 20 y/o male with DLGT with BRAF-KIAA1549 fusion and loss of 1p who was first diagnosed at 2.5 y/o. Over the course of 17 years, he was treated with numerous therapies due to multiple progressions, including temozolomide, carboplatin/vincristine, selumetinib, and vinblastine. At age 17, he developed significant growth of a posterior fossa mass with solid and cystic characteristics. Resection revealed new anaplastic pathologic features. Patient 2: He was diagnosed with DLGT at age 2 y/o. Imaging demonstrated intramedullary spinal nodules at T4 and T5 with abnormal thickening and enhancement over the cerebral leptomeningeal space. A biopsy revealed DLGT with a BRAF-KIAA1549 fusion, 1p loss and Ki67 5%. He received multiple therapies including carboplatin/vincristine, vinblastine, and selumetinib. RESULTS Patient 1: Molecular characterization revealed new ATRX mutation, and CDKN2A/B homozygous deletion. Over the following 2 years, he had multiple treatments, progressions, and surgeries. Final pathology revealed significant anaplasia with Ki67 90%, ATRX loss, and mutation of PPM1D and ARID1A. He rapidly declined. Patient 2: Approximately 2.5 years after diagnosis, he developed rapid progression in the 4th and lateral ventricles. Pathology confirmed recurrent DLGT, but with high-grade transformation, H3K27M (-), H3k27m3 loss, ATRX (+), Ki67 40%. He was treated with focal irradiation followed by temozolomide/CCNU. CONCLUSION In rare cases, DLGT can undergo anaplastic transformation. Once this occurs, it behaves clinically like a high-grade glioma. Understanding the molecular underpinnings and prognostic features that lead to this transformation are important for future study.