Abstract The NCI60 screen is a valuable compound screening service offered to researchers for 20+ years. The screen allows the submission of small molecules, biologics and natural products for testing in the NCI60 cell line panel (60 cell lines covering 9 major tumor types). Sophisticated tools such as COMPARE allow stratification of compounds based on pattern of cell line response and these tools elucidated several compounds with differential specificity for a disease type (e.g. breast cancer over melanoma). Since inception the NCI60 screen has been performed in 96-well plates on monolayer cultures of cells. SulfoRhodamine B was used to measure cell viability after a 48h exposure to the compounds at either a single concentration or 5 point concentration response assay. However, recent work has suggested that cells in 3D culture may respond differently to compounds than in 2D. 3D culture systems produce tumor cell spheroids that exhibit features seen in vivo including greater cell-cell contact, and gradients of nutrients and oxygen between the periphery and the center of the spheroid. We sought to optimize the NCI60 cells for use in a 3D spheroid model that would be suitable for screening compounds. By varying NCI60 cell plating density and incubation times, we optimized the formation of spheroids of a given diameter (500um) in Ultra Low Attachment (ULA) plates. Spheroids were imaged using a high content imaging plate reader and classified into 4 categories based on their apparent morphologies. Comparisons were made in drug sensitivity between 2D and 3D model systems using the NCI60 and cells derived from PDX samples. Data on the optimal cell densities of the NCI60 lines used for spheroid formation as well as concentration response effects of select agents compared in 2D and 3D models are presented. These data will allow others to rapidly utilize these 3D models to determine the differential drug sensitivity of select cell types. Funded by NCI Contract No. HHSN261200800001E. Citation Format: David M. Evans, Michael Selby, Rene Delosh, Julie Laudeman, Chad Ogle, Russell Reinhart, Thomas Silvers, Ralph E. Parchment, Beverly Teicher. Building better cell models for screening oncology compounds. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 605.