e21541 Background: Homologous recombination deficiency (HRD) status demonstrates DNA instability in tumor cells and has been implicated as a response marker for immune checkpoint inhibitors (ICI). Here, we explore the correlation between high HRD status and ICI response biomarkers, homologous recombination repair (HRR) mutations, and the prognostic advantage of high HRD status following ICI in cutaneous melanoma patients. Methods: Melanoma samples (N = 2158) were profiled for genomic loss of heterozygosity (LOH) by NGS at Caris Life Sciences (Phoenix, AZ). As a surrogate for HRD, LOH-high was defined as LOH at ≥ 16% of the segments analyzed (up to 552). PD-L1 expression was assessed using IHC (SP142; positive (+): ≥ 1%). Mismatch repair deficiency/microsatellite instability-high (dMMR/MSI-H) was tested by IHC/NGS.Tumor mutational burden (TMB)-high was defined as ≥ 10 mutations/Mb. interferon gamma (IFN-g) and T-cell inflamed scores. Real-world overall survival (rw-OS) information was obtained from insurance claims data, with Kaplan-Meier estimates calculated from the start of immunotherapy until the last date of contact. Mann-Whitney U, Chi-square, and Fisher exact tests were applied where appropriate, with p-values adjusted for multiple comparisons. Results: Melanoma patient samples include - cutaneous: 1853; acral: 130; mucosal: 175, with LOH-high observed in 8.3% of cutaneous specimens, 13.1% of acral, and 30.9% of mucosal. Firstly, most biomarkers associated with response to ICI (PD-L1, TMB-high, total neoantigen load, IFN-g score, T-cell inflamed level, and dMMR/MSI-H) were not significantly different between LOH-high and LOH-low cohorts in all melanoma subtypes. However, TMB-high was significantly more prevalent in LOH-low cutaneous melanoma patients (54.9% vs 63.3%, p = 0.039). Prevalence of HRR gene mutations was not significantly different between high and low LOH groups in all cohorts, except for the ATRX gene which exhibited a significantly higher prevalence in the high LOH cutaneous (8.6% vs 1.3%, p < 0.001) and mucosal (28.8% vs 2.5%, p < 0.00001) melanoma specimens. Analysis of rw-OS showed no improvement in the treatment of LOH-high cutaneous melanoma patients with ICI compared to LOH-low (HR: 1.397 [95% CI: 0.759- 2.569], p = 0.281). Conclusions: This study demonstrates that HRDness reflected by the high-LOH status in melanoma did not correlate with mutations in HRR genes. In addition, melanoma specimens with high HRD status did not exhibit an overall higher prevalence of biomarkers associated with ICI response. Our study did not demonstrate improved survival outcomes in patients with high HRD status following anti-PD1 therapies. Future investigation is needed to assess other therapeutic approaches for these patients such as PARP inhibitors.