Abstract Background: Rhabdomyosarcoma (RMS) is an aggressive pediatric solid tumor with poor survival and new targeted therapies are needed. Aims: Using an integrative proteogenomic quantitative approach, we sought to identify candidate immunotherapeutic targets then validate top targets in RMS preclinical models. Methods: We first performed plasma membrane enrichment followed by mass spectrometry (MS) to define the surfaceome of 7 fusion-positive (FP) and 14 fusion-negative (FN) RMS patient-derived xenograft models. Surface proteins were scored by IMMUNOTAR, our custom pipeline which extracts and integrates quantitative features from diverse proteogenomic and annotation datasets to provide a score for each protein, using mean-average-precision for score optimization. Cell surface expression of IMMUNOTAR-prioritized proteins was validated using flow cytometry, focusing on targets with immunotherapies in development. CAR T cells targeting the lead protein were engineered and studied in RMS preclinical models. Results: A total of 847 and 882 high confidence cell surface proteins were detected in FP and FN RMS surfaceome, respectively, with 94% of proteins overlapping the phenotypes. IMMUNOTAR ranked anaplastic lymphoma kinase (ALK), a putative immunotherapeutic target in FP RMS, as the top FP target. Glypican 2 (GPC2), a differentially expressed cell surface proteoglycan identified in neuroblastoma and other neural-derived tumors, targetable with CAR T cells and antibody-drug conjugates [Bosse et al. Cancer Cell 2017], ranked as the top protein in FN and 5th protein in FP RMS. Overall, GPC2 was abundantly expressed in 16 of 21 RMS models profiled. Flow cytometry revealed expression of GPC2 comparable to neuroblastoma in 5 of 8 RMS cells lines. Additionally, both FP and FN GPC2+ RMS cell lines (FN: RH36, SMS-CTR; FP: RH41, RH30) activated GPC2 CAR T cells with either a CD28 or a 4-1BB costimulatory domain, inducing release of IFN-gamma and IL-2 upon co-incubation across different E:T ratios as quantified by ELISA. Further, GPC2 CAR T cells induced potent RMS cell cytotoxicity compared to control CD19 CAR T cells with near 100% specific cytotoxicity at 1:1 E:T ratio. In a pilot study, GPC2 CAR T cells with 4-1BB costimulatory domains induced significant tumor regression (p=0.03) and prolonged progression-free survival (p=0.01) compared to CD19 CAR T cells in an established murine RH41 flank xenograft model. Conclusion: In summary, we probed the RMS surfaceome using MS and identified candidate proteins amenable for immunotherapeutic targeting using our IMMUNOTAR algorithm. We validated GPC2 as a candidate target in FP and FN RMS and are corroborating our findings in additional pre-clinical RMS models. Demonstration of GPC2 CAR efficacy in these models could lead to inclusion of RMS in our ongoing phase 1 clinical trial (NCT05650749) in a planned expansion phase. Citation Format: Rawan Shraim, Patrick M. Schuerch, Anna Maria Giudice, Karina L. Conkrite, Amber K. Weiner, Alexander B. Radaoui, Brian Mooney, Raushan T. Kurmasheva, Peter J. Houghton, Gregg B. Morin, Yael B. Mosse, Poul H. Sorensen, Benjamin A. Garcia, Ahmet Sacan, John M. Maris, Kristopher R. Bosse, Sharon J. Diskin. GPC2 directed CAR T cells are efficacious against fusion-positive and fusion-negative rhabdomyosarcomas [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(6_Suppl):Abstract nr 1090.