Abstract The National Cancer Institute’s Patient-Derived Models Repository (NCI PDMR; https://pdmr.cancer.gov) has developed a national repository of Patient-Derived Models (PDMs) comprised of patient-derived xenografts (PDXs), in vitro patient-derived tumor cell cultures (PDCs) and cancer associated fibroblasts (CAFs) as well as patient-derived organoids (PDOrg). These PDMs are clinically annotated with molecular information available in an easily accessible database for the extramural community. A key effort in developing these models is to develop matched models sets allowing for larger scale screening efforts using 2D or 3D models to prioritize selection of PDX models for preclinical translational research. To date, over 220 model sets with a PDX, PDOrg, and PDC from a single patient have been developed; 40 of these have matched CAF models allowing for exploration of research questions focused on tumor microenvironment. The largest model sets are in colorectal cancer (COADREAD, n=76), gynecologic cancers (n=33), pancreatic adenocarcinoma (PAAD, n=29), melanoma (MEL, n=19), and head and neck squamous cell carcinomas (HNSCC, n=17). Every model undergoes several quality control assessments that serve as go/no-go criteria including pathology assessment, STR validation, NGS concordance assessment and for PDXs, human:mouse DNA content assessment. It should be noted that not every model is successful in the development or QC phase so additional model sets with only one or two of the model types are also available for researcher requests, for example there are over 125 PDX/PDOrg matched model sets. The NCI is currently performing parallel preclinical screening of PDXs and PDCs or PDOrgs to determine the ability of the in vitro lines to predict in vivo activity. Genetic and histopathologic assessment of these matched model sets have demonstrated a high degree of stability by somatic mutation, copy number alteration (CNA) and gene expression data. Gene expression correlation analysis shows that mean of Spearman r between PDXs 0.89, between matched PDC/PDXs 0.79, and between matched PDOrg/PDXs 0.82. As expected, some variation at the gene expression level when comparing PDX to in vitro cultures by t-SNE can be observed, likely due to the differences in culture conditions. Funded by NCI Contract No. HHSN261200800001E Citation Format: Yvonne A. Evrard, Li Chen, Sergio Alcoser, Gareth Bliss, Carrie Bonomi, Suzanne Borgel, John Carter, Ting-Chia Chang, Alice Chen, Kevin Cooper, Biswajit Das, Kelly Dougherty, Lindsay Dutko, Marion Gibson, Michelle M. Ahalt-Gottholm, Tara Grinnage-Pulley, Keegan Kalmbach, Chris Karlovich, Kimberly Klarmann, Shahanawaz Jiwani, Tiffanie Miner, Michael Mullendore, Matthew Murphy, Kevin Plater, Gloryvee Rivera, Jessica Steed, Luke Stockwin, Cindy R. Timme, Dianne L. Newton, Paul Mickey Williams, Melinda G. Hollingshead, James H. Doroshow. NCI patient derived models repository: PDX, organoid and cell lines from the same patient - bridging the translational pipeline [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 40.