Abstract Genomic alterations and dysregulation of the MAPK pathway have been described in many different types of cancers. BRAF V600 point mutations and BRAF fusions, which are found in both pediatric and adult cancers, are oncogenic drivers that drive constitutive activation of the RAF pathway (Jones 2009, Yaeger 2019). Neurofibromatosis 1 (NF1) loss-of-function (LOF) mutations, which occur in many cancer types, result in decreased neurofibromin GAP function, thus activating RAS (Basu 1992). Tovorafenib is an investigational, selective, CNS-penetrant, small molecule type II RAF inhibitor which inhibits both RAF monomers and dimers and has been shown preclinically to impact the KIAA1549::BRAF fusion (Sun 2017). In this study, the impact of tovorafenib alone or in combination with MEK inhibitor, pimasertib, was explored in adult or pediatric tumor models harboring BRAF fusions or NF1-LOF mutations. At clinically relevant doses, tovorafenib treatment resulted in tumor regression in an AGK::BRAF fusion melanoma patient-derived xenograft (PDX) model in vivo. In contrast, little anti-tumor activity was observed in response to tovorafenib in vivo in two tumor models harboring NF1-LOF mutations. Ongoing PK-PD studies in both the AGK::BRAF fusion model and the NF1-LOF models will assess the extent and duration of target inhibition. In vitro, anti-proliferative activity of tovorafenib was also evaluated in NF1-LOF mutant tumor cell lines or PDX models of different tumor types, including melanoma, lung and malignant peripheral nerve sheath tumor (MPNST). While tovorafenib was potent in the BRAF V600E tumor cell line, little activity was observed in the NF1-LOF tumor cell lines. Modulation of phosphorylated-ERK (pERK) was also assessed. At very low concentrations, modest induction of pERK was observed in the NF1-LOF tumor cell lines, with inhibition at higher concentrations. In vitro combination studies were conducted using pimasertib and tovorafenib, or a tool compound. Synergy was observed in a NF1-LOF embryonal rhabdomyosarcoma PDX model ex vivo and a NF1-LOF MPNST cell line in vitro, suggesting that vertical pathway inhibition is impactful in the NF1-LOF mutant setting. Tovorafenib is currently being evaluated as a monotherapy in relapsed or progressive pediatric low-grade glioma (pLGG) harboring RAF alterations (NCT04775485) and in combination with pimasertib in patients ≥12 years of age with recurrent, progressive, or refractory solid tumors harboring MAPK pathway alterations (NCT04985604). Ongoing preclinical translational work will continue to explore potential biomarker-defined tumor indications for these agents. Citation Format: Shubhra Rastogi, Sam Perino, Madhu Lal-Nag, Yujin Wang, Samuel C. Blackman, Eleni Venetsanakos. Preclinical activity of the type II RAF inhibitor tovorafenib in tumor models harboring either a BRAF fusion or a NF1-LOF mutation [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 1972.