Abstract Background: Rhabdomyosarcoma (RMS) is an aggressive soft tissue sarcoma that is diagnosed based on the tumor cell's resemblance to embryonic or poorly differentiated skeletal muscle progenitors. Multiple immunotherapy clinical trials have found no evidence of immune reactivity against RMS, which has been attributed to the relatively low tumor mutation burden in these cancers. However, we made an unexpected observation that many patient RMS tumors had a near absence of MHC-I expression, a key requisite for anti-tumor CD8+ T lymphocytes and many immunotherapies. In this study, we explore the etiology of low antigen presentation in RMS and systematically evaluate therapeutic interventions that sensitize RMS to immunotherapy. Methods: Surface MHC-I expression was evaluated on pediatric tumor cell lines (n=65) from five major pediatric tumor types. RNA-seq, whole exome and genome sequencing data were analyzed from RMS tumors (total of n=247) and iPSC models of skeletal muscle development (PMID: 32011235). Epigentic drugs targeting DNA methylation (decitabine), EZH2 (tazemetostat), Class I/IV HDACs (mocetinostat), and LSD1 (GSK-LSD1) were used at sub-cytotoxic doses on RMS cell lines (n=10) and analyzed for surface MHC-I expression with flow cytometry and gene expression. T cell cytotoxicity assays were performed using engineered human T cells expressing an optimized TCR which recognizes an HLA*A2:01 restricted peptide from PRAME. Results: RMS cell line models exhibited a range of MHC-I expression with most having low or undetectable MHC-I expression, similar to that of a known MHC-I negative tumor type MYCN-amplified neuroblastoma. Exome sequencing of RMS tumors showed no evidence of loss-of-function alterations in essential antigen processing and presentation (APP) pathway genes. Gene expression profiling by RNAseq and western blotting, however, revealed an absence of core APP genes in many RMS tumors and cell lines. We uncovered that during a specific window of embryonic myogenesis, APP is suppressed and that RMS tumors mimicking this state of development show the deepest loss of APP. Multiple classes of epigenetic drugs were evaluated to rescue APP in RMS. Treatment of RMS using a DNA demethylating agent or HDAC inhibitor exhibited the strongest MHC-I restoration across RMS models with no changes observed using LSD1 or EZH2 inhibitors. As a proof-of-concept, we demonstrate that targeting the RMS antigen PRAME using TCR therapy is enhanced by the inclusion of epigenetic therapy. Conclusions and Significance: We revealed that epigenetic suppression of APP is a new hallmark of RMS and normal embryonic skeletal muscle development. Pharmacological reversal of APP pathway downregulation could be achieved using drugs targeting DNA methylation or class I/IV HDACs, and enhanced T cell cytotoxicity against RMS when used in combination. Overall, these findings may explain the historical lack of RMS responsiveness to immunotherapy and unlocks new immunotherapy strategies against RMS that rely on targeting MHC-I antigens. Citation Format: David Milewski, Hsien-Chao Chou, Vineela Gangalapudi, Meijie Tian, Yong Kim, Young Song, Jun Wei, Javed Khan. Suppression of antigen presentation in pediatric rhabdomyosarcoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 2 (Late-Breaking, Clinical Trial, and Invited Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(7_Suppl):Abstract nr LB403.