Abstract Background: Next-generation sequencing has revealed numerous Variants of Unknown Significance (VUS) in the ATM gene, important in DNA repair and chronic lymphocytic leukemia (CLL) pathogenesis. This study evaluates the effect of rare ATM germline variants, including VUS, on features of CLL, ATM kinase activity, and response to PARP inhibition. Methods:ATM variants were detected in 885 CLL patients (327 DFCI; 276 German CLL Study Group; 282 ICGC) using DeepVariant, and compared to 5310 ancestry-matched controls. Concurrently, 278 CLL patients with ATM aberrations from clinical sequencing were retrospectively analyzed, annotated by population allele frequency (JCO 2023, Lampson et al.). ATM kinase activity was measured by ATM and KAP1 phosphorylation following gamma-irradiation in primary CLL samples. The impact of talazoparib, a PARP inhibitor, on ATM aberrant and wild-type CLL cell proliferation was also assessed. Results: Among the 885 CLL cases, 130 ATM germline variants were identified by DeepVariant, including 87 missense variants. The top 5 most frequent rare germline missense variants with high odds ratio for association with CLL were ATM p.L2332P (AF cases vs controls, 0.328% vs 0.0188%, OR 17.46), p.L2307F (OR 16.88), p.F763L (OR 18.89), p.Y1442H (OR 35.39) and p.S99G (OR 16.28). In our retrospective clinical cohort, we identified 294 ATM variants with 146 unique variants. Our previously proposed algorithm for classifying germline vs somatic identified 74 germline, with 70 missense, and 72 somatic. Phosphorylation of ATM and KAP1 (pATM, pKAP1) in response to IR was reduced in 13 patients assessed with germline ATM variants (9 rare and 4 non-rare; ATM variant alone group) compared to those without any somatic or germline ATM aberrancy (WT group) (P<0.01). Phosphorylation levels were also significantly lower in 17 patients with rare germline ATM variants with concurrent del(11q) (del11q + ATM germline variant group) compared to 15 with del(11q) alone (del 11q group) (P<0.01). We obtained similar results from Western blot analysis. To assess the sensitivity of ATM deficient cells to talazoparib, we compared proliferation inhibition across groups cocultured with talazoparib for 14 days. The del11q with ATM-somatic group exhibited significantly greater sensitivity to talazoparib at lower dosages compared to ATM WT (talazoparib 0.1 μM, P<0.05; 0.5μM, P=0.098). The monoallelic ATM deficient groups (del11q alone or ATM-germline alone) tended to have lower proliferation, but not significantly. Higher concentrations of talazoparib (2.5μM) strongly inhibited proliferation of all CLLs including WT. Conclusion: This study highlights the prevalence of rare ATM germline variants in CLL and their impact on ATM function in CLL. Our findings also suggest that these variants affect the DNA damage response in primary CLL cells and that ATM biallelic deficiency influences sensitivity to PARP inhibitors. Our evidence could lead to more personalized therapeutic strategies for CLL patients with distinct ATM aberrancies. Citation Format: Kiyomi Mashima, Nicholas Moore, Mariia Mikhaleva, Anna Petráčková, Samantha Shupe, Stacey M Fernandes, Amaro Taylor-Weiner, Riaz Gillani, Hoyin Chu, Seunghun Han, Sabrina Camp, Eric Kofman, Gad Getz, Catherine J. Wu, Svitlana Tyekucheva, Matthew S Davids, Eliezer Mendel Van Allen, Saud AlDubayan, Jennifer R Brown. Impact of Germline and Somatic ATM Variants in Chronic Lymphocytic Leukemia (CLL): Clinical Implications and Response to PARP Inhibition [abstract]. In: Proceedings of the Blood Cancer Discovery Symposium; 2024 Mar 4-6; Boston, MA. Philadelphia (PA): AACR; Blood Cancer Discov 2024;5(2_Suppl):Abstract nr P01.