Abstract Background: Circulating tumor DNA (ctDNA) sequencing is a promising approach for testing gene alterations and tailoring therapy in cancer patients given, its limited invasiveness, high sensitivity and potential to comprehensively represent tumor heterogeneity. Here, we report the results from a single-center study conducted at Gustave Roussy (Villejuif, France) where we investigated the impact of comprehensive molecular profiling of ctDNA in patients with advanced solid tumors. Methods: Genomic analysis was performed using the Foundation One Liquid CDx Assay (324 genes, tumor mutational burden [TMB], microsatellite instability status). Each individual genomic report was reviewed and discussed weekly by a multidisciplinary tumor board (MTB) dedicated to precision medicine, attended by experts in clinical oncology, molecular biology, and clinical genetics. Actionable targets were defined by the MTB according to the existing level of evidence (classified by ESCAT tier), and molecular-based treatment suggestions were proposed where possible. Results: Between December 2020 and November 2021, 1772 patients with metastatic solid tumors underwent molecular profiling. Median time to assay results was 12 days. Results were contributive for 1658 patients (94%). At least one actionable target was detected in 1059 patients (64%) with a total of 1825 theragnostic alterations including : high blood TMB (> 16 mutations/Mb) (N= 243, 13%), alteration of the DNA damage repair response pathway (N=336, 18%), PIK3CA mutations (N=150, 8%), FGFR alterations (N= 67, 4%), MET activations (N=13, 0.7%), ERBB family pathway alterations (N=127, 7%) and PTEN mutations (N=95, 5%). Overall, the MTB recommended a matched therapy for 597 patients (56%) with a total of 819 therapeutic orientations: clinical trials (N= 639, 78%), off label/compassionate use (N=81, 10%), drug with a market authorization (N=51, 6%) and drug within an early access program (N=48, 6%). MTB did not recommend treatment for 462 patients (44%) with targetable molecular alterations for the following reasons: no clinical trial (N=421, 65%), matched treatment was already received (N=169, 26%), worsening of performance status (N= 49, 8%). Conclusions: This large-scale study demonstrates that liquid biopsy with a large NGS ctDNA panel is an efficient approach to match patients to genomically directed clinical trials/targeted therapies. Outcomes of patients treated with matched therapy will be presented at the meeting. Citation Format: Arnaud Bayle, Laila Belcaid, Miha Aldea, Florent Peyraud, Patricia Martin Romano, Félix Blanc-Durand, Rebecca Clodion, Santiago Ponce, Claudio Nicotra, Antoine Hollebecque, Yohann Loriot, Benjamin Besse, Damien Vasseur, Ludovic Lacroix, Etienne Rouleau, Jean-Charles Soria, Fabrice Barlesi, Geoffrey R. Oxnard, Fabrice Andre, Antoine Italiano. Clinical utility of circulating tumor DNA sequencing with a large panel: The experience of Gustave Roussy/National Center for Precision Medicine (PRISM) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3413.