8576 Background: KRAS-mutant NSCLC with co-occurring loss-of-function mutations in STK11 and KEAP1(KSK) are remarkably aggressive and poorly responsive to chemo- and immunotherapy. Novel therapeutic strategies are urgently needed to improve outcomes for patients with KRAS/STK11/KEAP1co-mutant NSCLC (KSK). We interrogated the transcriptomic landscape using a large real-world dataset of NSCLC to identify therapeutic vulnerabilities that may help guide treatment selections in KSK. Methods: KRAS mutant NSCLC clinical samples (N=7210) were tested with NextGen Sequencing of DNA (592-gene panel or whole exome sequencing) and RNA (whole transcriptome sequencing) at Caris Life Sciences (Phoenix, AZ). Specimens were stratified into KRASMUT/STK11MUT/KEAP1MUT (KSK; N=698), KRASMUT/STK11MUT/KEAP1WT (KS; N=786), KRASMUT/STK11WT/KEAP1MUT (KK; N=466), and KRASMUT/STK11WT/KEAP1WT (K; N=4536). Real-world overall survival (OS) data was obtained from insurance claims and investigated using Kaplan-Meier estimates. Additionally, an in vitro CRISPR screen, bulk RNA sequencing, and phospho-kinase arrays were performed in KRAS/STK11/KEAP1 co-mutant, single mutant, and wild-type cell lines to better characterize these models. Results: KEAP1mutations (median OS: KK=7.83 months, KSK=7.23 months) were strongly associated with poor OS compared to STK11 mutations (median OS: KS=17.6months). Pathways significantly upregulated in KSK clinical samples included fatty acid metabolism and redox pathways. When compared to single mutant or wild-type conditions, KSK clinical samples had significant up-regulation of genes involved in ferroptosis evasion and metabolism like SLC7A11(KSK/KK=1.28, KSK/KS=4.82, KSK/K=10.24; all q<0.01) and SCD1(KSK/KS=1.19, KSK/K=1.24; both q<0.01). To confirm our clinical findings, CRISPR/Cas9-based genetic screening identified SCD1, and SLC7A11 master regulators of fatty acid metabolism and ferroptosis, as a potential therapeutic target in the KSK cell lines. SCD1 inhibition augmented the effect of ferroptosis inducer, erastin. Targeting SCD1 led to global metabolomic changes in KSK cells, including key pathways involved in lipid and glucose metabolismas compared to single mutants or wild-type cells. Finally, pharmacological inhibition of SCD1 caused significant tumor regression and augmented the anti-tumor response of SLC7A11 inhibitor, imidazole ketone erastin (IKE), in KSK syngeneic mouse models. Conclusions: Our study is the first to highlight the importance of the ferroptosis regulators, SCD1-SLC7A11,in regulating unique metabolic and ferroptosis evasion pathways in KSK patient tumor and preclinical models. The study data furthers the understanding of ferroptosis in NSCLCand the potential to translate SCD1 inhibitors and ferroptosis inducers in KRAS NSCLC clinical trials.