(A) Schematic illustration of YUMMER1.7 mouse melanoma in vivo model and therapeutic regimen. Seven days (D7) post subcutaneous (SQ) implantation of YUMMER1.7 mouse melanoma cells into C57BL/6J mice, mice were randomized by tumor size into four treatment groups: 1- Vehicle-Isotype, 2- ULK inhibitor (ULKi), 3- anti-PD-1 (αPD-1) and 4- ULKi + αPD-1. Mice were treated by oral gavage (OG) with either SBP-7455 (ULKi) (10 mg/kg) or its vehicle five times per week and by intraperitoneal injection (IP) with either anti-PD-1 antibody or isotype control antibody (10 mg/kg) twice per week for four weeks, as illustrated. (B) Mice body weight was monitored three times per week throughout the study. Data shown are means ± SEM (n = 6 for vehicle-isotype and ULKi, n = 7 for αPD-1 and ULKi + αPD-1 treatment groups). (C) Tumor volume was measured three times per week throughout the study. Data shown are means ± SEM (n = 6 for vehicle-isotype and ULKi, n = 7 for αPD-1 and ULKi + αPD-1 treatment groups). A linear mixed effects model was fitted with ln(volume) as the outcome and day, treatment group and their interaction as fixed effects. For 0 volume measurements, ln(1) was used. Within-mouse correlation between repeated measurements was modeled using autoregressive order 1 (AR(1)) covariance structure. Pairwise differences between groups at Day 32 were assessed based on the model, and p-values were adjusted for multiple comparisons using the method of Tukey-Kramer. Analyses were done using PROC MIXED in SAS v 9.4 software (26). *, p < 0.05 between vehicle-control and αPD-1 and **, p < 0.01 between vehicle-control and ULKi + αPD-1 treatment groups. p < 0.05 was observed between ULKi and αPD-1 and ULKi + αPD-1 treatment groups. See also Supplementary Fig. S6. (B-C) Results are representative of two independent in vivo studies. (D-G) YUMMER1.7 tumor-bearing mice were treated as illustrated in A, and, on day 35, mice were treated once by oral gavage with either ULKi (10 mg/kg) or its vehicle and tumors were collected 24 hours later. (D-F) qRT-PCR analysis of Pd-l1, Pd-l2 and Tap1 mRNA expression in YUMMER1.7 tumors isolated from mice treated with either vehicle-isotype, ULKi, αPD-1 or ULKi + αPD-1. Scatter dot plots, with means ± SEM (n = 5 for each treatment group), show fold change of mRNA expression for each gene compared to a randomly selected vehicle-isotype-treated mouse tumor. Statistical analyses were performed using one-way ANOVA followed by Tukey’s multiple comparisons test. *, p < 0.05. (G) Scatter dot plot shows the percentage of tumor cells expressing PD-L1 (CD45− PD-L1+ cells) in tumors isolated from vehicle-isotype, ULKi, αPD-1 and ULKi plus αPD-1-treated mice with means ± SEM (n = 5 for each treatment group). Data were assessed by flow cytometry and the gating strategy used is shown in Supplementary Fig. S17. Statistical analyses were performed using one-way ANOVA followed by Tukey’s multiple comparisons test. **, p < 0.01; ***, p < 0.001 and ****, p < 0.0001.