Abstract Background Focal high-level oncogene amplifications (FH-amp) (e.g., MYC, EGFR) frequently occur on extrachromosomal DNA (ecDNA), highly transcribed units of circular non-chromosomal DNA. FH-amp on ecDNA promote intra-tumoral heterogeneity, resistance to therapies, and poor prognosis. Recently, a Phase 1 clinical trial exploring ecDNA-directed treatments has begun. However, to date, bioinformatic detection of ecDNA has relied on whole-genome sequencing data, and no standard method exists to detect ecDNA on targeted NGS. We thus sought to explore the feasibility of detecting ecDNA in a large cohort of patients with solid tumors sequenced with the targeted NGS panel, MSK-IMPACT, and describe the pan-cancer prevalence of oncogenes amplified on ecDNA. Methods We utilized a novel bioinformatic ecDNA-diagnostic algorithm, ECHO, to determine the presence of oncogene FH-amp on ecDNA (including HSR) vs. chromosomal in clinical-grade NGS data. 72,651 tumor samples profiled by MSK-IMPACT were queried for high level oncogene FH-amp (AR, CCNE1, CDK4/6, EGFR, FGFR1-4, KRAS, MDM2, MDM4, MET, MYC, MYCL, and MYCN) above a fold-change of three, and subsequently annotated with ECHO. Patients with concomitant oncogenic driver mutations or fusions (e.g., EGFR L858R, EML4-ALK) were excluded based on the hypothesis that they might be mutually exclusive with oncogene FH-amp. Results FH-amp of any above listed oncogene were found in 3065 (4.2%) samples. Cancer types with frequent FH-amp without concomitant driver alterations were liposarcoma (LPS) (61% FH-amp; 43% were ecDNA+), glioblastoma (GBM) (22%; 72%), gastroesophageal adenocarcinoma (GE AD) (10%; 57%) squamous cell lung cancer (7%; 18%), and breast cancer (BRCA) (7%; 23%). Among tumors with oncogene FH-amp, GBM and GE AD had high frequencies of ecDNA+ FH-amp of EGFR (39% and 15% of all EGFR ecDNA+). LPS had the highest frequency of ecDNA+ FH-amp of CDK4 (64%), followed by GBM (15%). The majority of ecDNA+ FGFR1 and FGFR2 FH-amp were in BRCA (75% and 47%). EGFR in GBM and EGFR or FGFR2 in GE AD were ecDNA+ in more than 90% of patients, while CDK4 in LPS and FGFR1 in BRCA were ecDNA+ in 45% and 39% respectively.Evaluation the relationship between ecDNA+ by ECHO and amp FC range showed higher ecDNA+ in samples with higher level amp (FC > 5; 58% ecDNA+) compared to lower level amp (FC 4~5; 12%, FC 3~4; 6% ecDNA+). Conclusions A novel ecDNA clinical diagnostic tool, ECHO, was successfully applied to a large clinical cohort of patients enriched for actionable oncogene amplifications sequenced with MSK-IMPACT. The results demonstrate that detection of ecDNA using clinical-grade NGS assays is feasible and that key oncogene FH-amp on ecDNA (e.g., EGFR, FGFR2) are common in select tumor types. ECHO may be developed as a clinical trial device to prospectively identify patients with oncogene ecDNA+ FH-amp for clinical testing of ecDNA-directed therapies. Citation Format: Matteo Repetto, Klaus Wagner, Shalabh Suman, Peter Krein, Pavitra Rao, Maria Arcila, Christian Hassig, Mark Donoghue, Alexander Drilon, Michael Berger. Reliable detection of potentially therapeutically actionable ecDNA using clinical-grade NGS in a large pan-cancer cohort [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 3365.