Abstract 4560: Assessing cancer drug combination efficacy across 900+ PRISM cell lines in a multiplexed screening assay

Abstract Combination therapies are crucial in cancer care, yet identifying which combination will benefit a specific patient is challenging. The vast array of clinical, investigational, and tool anticancer agents and diverse cancer contexts makes investigating many drug combinations over a large number of cell lines infeasible. Here, we describe a multiplexed screening approach using the PRISM assay, where drug combinations are screened on 900 DNA-barcoded cancer cell lines. We analyze cell viability data in drug combinations and single agents using established metrics to describe the combined effects such as additivity, synergy, and antagonism. Quantifying and classifying combined effects will help prioritize specific combinations for follow-up investigations and provide biological and mechanistic insights, thus enabling rationally designed combination therapies. We illustrate our methodology through data from three drug combinations that exemplify synergy and antagonism. In the first combination, temozolomide+O6-benzylguanine (alkylating agent + MGMT inhibitor), we found that cell lines expressing MGMT were sensitized to temozolomide in the presence of O6-benzylguanine, thus illustrating synergy. In the second combination, we screened two anti-apoptosis compounds A-1331852+AZD5991 (BCL-xL + MCL1 inhibitor) and found that BCL-xL and MCL1 inhibition were also synergistic. In the third combination, ML210+ferrostatin-1 (GPX4 inhibitor inducing ferroptosis + ferroptosis inhibitor), we found that ferrostatin-1 antagonized the effects of ML210. Our analysis also reveals the importance of appropriate dose selection and analytical metrics for reliably measuring combined effects. In conclusion, the PRISM platform's multiplexed cell line screening is a robust method for characterizing rationally designed drug combinations, offering a systematic approach to enhance the precision of combination therapy development in cancer care. Citation Format: Ashish Bino George, Shiker Nair, Mustafa Kocak, Ellen Nguyen, Alvin Kalathungal, Anthony Fazio, Cole Ponsi, Aydin Golabi, Melissa A. Ronan, Matthew G. Rees, Jennifer A. Roth. Assessing cancer drug combination efficacy across 900+ PRISM cell lines in a multiplexed screening assay 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 (6Suppl): Abstract nr 4560.