Abstract The identification of Anaplastic Lymphoma Kinase (ALK) chromosomal translocations led to the development of effective targeted therapies in a subset of Non-Small Cell Lung Cancer (NSCLC) patients. Several drugs are currently in clinical practice for advanced ALK+ NSCLC. However, resistance remains a challenge in these patients. The possibility to analyze circulating tumor DNA (ctDNA) with non-invasive methods can greatly improve prognostic capabilities, by allowing early detection of relapse and of drug-resistant mutations from peripheral blood. We report a series of 15 consecutive relapsed NSCLC patients (12 ALK+, 3 ROS1+) treated at the Fondazione IRCCS-San Gerardo dei Tintori (Monza, Italy) that were investigated by liquid biopsy at tyrosine kinase inhibitor (TKI) failure, through amplicon deep sequencing of the ALK/ROS1 kinase domains. Median DNA yield was 4.8 ng per ml of plasma and mean fragment size was 176 bp. Mutational hotspot coding regions of ALK and ROS1 genes were amplified by high-fidelity PCR and sequenced. Mean coverage of called variants was 24,687x. The threshold for mutation calling was set at 0.6%, after correcting for mapping quality, minimum coverage, and strand bias. Analysis of background signal on healthy control DNA identified 0.0024 mismatches per mapped base. Overall, plasma ctDNA analysis detected an ALK mutation in 7/18 relapse samples from 7/15 patients. No ROS1 mutations were found in ROS1 fusion-positive patients. Among 12 patients carrying an EML4::ALK fusion, 10 variants potentially driving resistance were found. Along with mutations that were previously identified (L1196M/G1202R, E1154K, F1174L), novel ALK variants were detected such as L1198R, T1211I, C1235R, C1237Y, L1196P. Mutations were characterized for sensitivity to ALK inhibitors in a BaF3-EML4::ALK cell model, using cell proliferation assays and western blotting to evaluate the effects on ALK phosphorylation. C1237Y and L1196P mutants appeared to resist all TKIs; hence, we further tested their sensitivity to novel investigational drugs, zotizalkib and repotrectinib. Both mutants demonstrated resistance, suggesting that these two mutations confer broad resistance to TKIs. Molecular modelling of C1237Y and L1196P mutants was run to elucidate the mechanisms of resistance. The ADP-C1237Y complex showed a much smaller root-mean-square deviation than ADP-WT, indicating a higher affinity/activity of the mutant. L1196 interacts hydrophobically with a methyl group of lorlatinib, P1196 is predicted to lose such interaction, while ATP binding is not affected. The presence of C1237Y and L1196P variants, is a relevant finding due to their resistance, even after the exposure to the fourth-generation inhibitor zotizalkib. The clonal selection of these mutations, made by second/third generation ALK TKIs may lead to a complete refractory status, which would then render TKIs useless in a sequential therapeutic strategy. Citation Format: Federica Malighetti, Matteo Villa, Elisa Sala, Geeta Sharma, Giulia Arosio, Maria Gemelli, Chiara Manfroni, Diletta Fontana, Nicoletta Cordani, Raffaella Meneveri, Alfonso Zambon, Rocco Piazza, Fabio Pagni, Diego Cortinovis, Luca Mologni. Novel ALK mutations in EML4::ALK+ NSCLC resistant to TKIs identified by liquid biopsy [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 987.