Abstract Background: Malignant Peripheral Nerve Sheath Tumor (MPNST) is a malignant sarcoma that derives from a peripheral nerve or plexiform neurofibroma. Neurofibromatosis type 1 (NF-1) patients are particularly susceptible, with a higher risk, earlier onset, and worse prognosis. The major factor associated with MPNST and NF-1 is Neurofibromin 1, coded by the NF1 gene. NF1 mutation results in RAS hyperactivation. Chemotherapy for MPNST is currently limited, with poor prognosis for metastatic or unresectable tumors. Thus, the development of promising treatment solutions for MPNST to translate to clinical trials is required. Methods: Here, we seek to identify efficacious chemotherapeutic treatments for MPNST with a combination of drug screening and biological pathway analysis. We used our previously established preclinical system to test FDA approved or promising developmental agents against five cell line models for MPNST. We screened sixty agents with diverse mechanisms of action below published maximum plasma concentrations, and measured effects with a CellTiter-Glo viability assay. Promising agents were then tested in two-drug combinations, allowing for determination of synergism. We then examined the molecular effects of the top candidates with use of antibody arrays that permit detection of a series of phosphorylated proteins. Results: The group of most efficacious drugs was enriched with agents that target factors downstream of RAS, including MEK, mTOR, and PI3K inhibitors, with microtubule inhibitors, genotoxics, and HDAC inhibitors also demonstrating good results. Strong synergism was observed across our cell line models particularly in combinations containing the dual mTORC1/2 inhibitor INK128. Interestingly, drug sensitivity varied greatly between cell lines, correlating with relative NF1 protein and RAS-GTP levels. We analyzed the activation of the RAS pathway in response to drug treatment with antibody arrays and found that, following treatment, relative phosphorylation signal was more decreased compared to controls in cell lines with lower relative NF1 protein levels. Doxorubicin was able to reduce phosphorylation signal compared to controls to a level near comparable to targeted inhibitors, which could contribute to doxorubicin’s current usefulness against MPNSTs. Importantly, we identified combination treatments that were able to greatly reduce the relative phosphorylation signal of RAS pathway members versus control. Combinations containing INK128 resulted in the most pathway shutdown. These findings suggest that MPNSTs may be susceptible to combination treatments targeting RAS pathway members. Moreover, it may be possible to use pathway analysis as a diagnostic tool to predict drug tolerance. Citation Format: Elliot Kahen, Darcy Welch, Diana Yu, Christopher Cubitt, Jae Lee, Andrew Brohl, Damon R. Reed. RAS pathway activation and sensitivity to therapeutic agents is correlated with NF1 residual activity in malignant peripheral nerve sheath tumors [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 1340. doi:10.1158/1538-7445.AM2017-1340