Abstract Deregulation of the TWEAK-Fn14 signaling pathway is observed in many diseases including inflammation, autoimmune diseases, and cancer, notably glioblastoma. Activation of Fn14 signaling by TWEAK binding triggers glioma cell invasion and survival and therefore represents an attractive pathway for therapeutic intervention. Based on structural studies of the TWEAK-binding cysteine rich domain of Fn14, several homology models of TWEAK were built to investigate plausible modes of TWEAK-Fn14 interaction. Two promising models, centered on different anchoring residues of TWEAK [Tyrosine 176 (Y176) and Tryptophan 231 (W231)], were prioritized using a data-driven strategy. Site-directed mutagenesis of TWEAK at Y176, but not W231, resulted in the loss of TWEAK binding to Fn14 substantiating Y176 as the anchoring residue. Importantly, mutation of TWEAK at Y176 did not disrupt TWEAK trimerization, but failed to induce Fn14 mediated nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) signaling. The validated structural models were utilized in a virtual screen to design a targeted library of small molecules predicted to disrupt the TWEAK-Fn14 interaction. 129 small molecules were screened iteratively, with identification of molecules producing up to 37% inhibition of TWEAK-Fn14 binding. One specific compound, L524-0366 binds specifically to the Fn14 receptor and disrupt TWEAK-Fn14 interaction. Treatment of L524-0366 suppresses TWEAK-induced cell migration and survival in glioblastoma cells. In summary, we present a data-driven in silico study revealing key structural elements of the TWEAK-Fn14 interaction, followed by experimental validation, serving as a guide for the design of small molecule inhibitors of the TWEAK-Fn14 ligand-receptor interaction. Our results provide the foundation for further exploration utilizing L524-0366 as a small molecule inhibitor to the TWEAK-Fn14 signaling axis. Citation Format: Harshil D. Dhruv, Joseph C. Loftus, Pooja Narang, Joachim L. Petit, Donald Chow, Holly Yin, Michael Berens, Nathalie Meurice, Nhan L. Tran. Identification and characterization of L524-0366 as a small molecule inhibitor that disrupt TWEAK-Fn14 signaling in glioblastoma. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 1780. doi:10.1158/1538-7445.AM2014-1780