Abstract Background: NSCLC is the leading cause of cancer death. Recently, much progress has been made to identify and target specific oncogenic drivers such as EGFR mutations and ALK translocations. Unfortunately, the majority of NSCLCs do not have a single driver, but instead harbor complex systems of molecular alterations. The advent of immunooncology has opened newer avenues for treating these patients, but still, many tumors are resistant. Therefore, selection of precise therapies targeting the appropriate pathways in these tumors is an important area of research. In previously published work, the Worldwide Innovative Network (WIN) Consortium has developed the Simplified Interventional Mapping System (SIMS) algorithm to match patients to a targeted drug triplet. The SIMS algorithm is based on the hypothesis that the use of both genomic as well as transcriptomic data is important in selecting an ideal tri-therapy regimen. Since the transcriptome varies widely between different types of normal tissue, the relative level of transcription of any given gene in a tumor must be normalized against the expected level of transcription of that gene in the analogous normal tissue. The SPRING trial is the first trial assessing a rational, SIMS-based tri-therapy regimen in advanced NSCLC. The drugs utilized for SPRING–avelumab (anti-PDL1), axitinib (VEGFR inhibitor) and palbociclib (CDK4/6 inhibitor)–were chosen because the SIMS genomic/transcriptomic analysis demonstrated that ~10% of NSCLCs have a combination of these targets. Methods: Patients with locally advanced or metastatic NSCLC without EGFR or ALK alterations are being enrolled and treated with avelumab, palbociclib, and axitinib after informed consent. During phase I, any prior treatment is allowed. SPRING will assess the safety of the tri-therapy combination and determine the recommended phase II dose (RP2D) (3+3 dose escalation). Once the RP2D is found, the study will proceed directly to the phase II portion, which will permit only previously untreated patients in the metastatic setting. A biopsy of both tumor and normal tissue (by endobronchial mucosal biopsy) is obtained on all patients, both of which are analysed in a central genomics and transcriptomics platform. The SIMS algorithm is being validated retrospectively by determining the degree of genomic and transcriptomic matching and correlating with outcome. Results: The phase I study is open in USA, Israel, Spain and Luxembourg and has enrolled 12 patients to date and has progressed to cohort 3. The phase II portion is expected to open later in 2019. This research is supported by the EMD Serono/Pfizer alliance and ARC Foundation for cancer research. Citation Format: Benjamin Solomon, Enriqueta Felip, Jair Bar, Guy Berchem, Lyudmila Bazhenova, Pierre Saintigny, Nicolas Girard, Raed Sulaiman, Catherine Bresson, Fanny Wunder, J Jack Lee, Jacques Raynaud, Eitan Rubin, Brandon Young, Vladimir Lazar, Amir Onn, Brian Leyland Jones, Razelle Kurzrock. Survival Prolongation by Rationale INnovative Genomics (SPRING): An international WIN Consortium Phase I/II proof-of-concept study to explore the safety and efficacy of a tri-therapy approach using avelumab, palbociclib and axitinib in advanced/metastatic non-small cell lung cancer (NSCLC) with integrated genomic and transcriptomic correlates [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr CT223.