Covariate AD N (%) SCC N (%) p-values Sex 63/63 96/96 0.097 M

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Covariate AD N (%) SCC N (%) p-values Sex 63/63 96/96 0.097 M 31 (49.2%) 60 (62.5%) F 32 (50.8%) 36 (37.5%) Smoking Status 48/63 84/96 0.232 Current 24 (50%) 51 (60.7%) Former 20 (41.6%) 29 (34.5%) Never 4 (8.3%) 4 (4.8%) Pathologic Stage 94/96 0.001 I 35 (55.5%) 24 (25.5%) II 23 (36.5%) 29 (31%) III & IV 5 (8%) 41 (43.6%) Degree of Differentiation 60/63 93/96 0.224 Poor 11 (18.3%) 22 (23.7%) Moderate 41 (68.3%) 64 (68.8%) Well 8 (13.3%) 7 (7.5%) Survival 50/63 85/96 0.286 Alive 43 (86%) 69 (81.2%) Dead 7 (14%) 16 (18.8%) Supplemental Table 1

A. B. H520 Rapa Flow Cytometry PD-L1 pS6S235/236 α-tubulin Veh 16h 24h H520 Rapa Flow Cytometry Supplementary Figure 1

16h Veh 2h 6h 24h pERKT202/Y204 pAKTS473 AKT ERK -tubulin PD-L1 CL30 IO33 CL25 U0126 A. B. H157 U0126 Supplementary Figure 2

Squamous Cell Carcinoma TMA Squamous Cell Carcinoma TMA Membrane PD-L1 Scoring Scale +1 +2 +3 C. pS6S235/236 Scoring Negative Positive B. Adenocarcinoma TMA Stain Lung Tissue Location +1 +2 +3 PD-L1 Tumor Membrane 42 (67.7%) 4 (6.5%) 6 (9.7%) 10 (16%) Normal 62 (100%) Squamous Cell Carcinoma TMA 46 (47.9%) 12 (12.5%) 14 (14.6%) 24 (25%) D. Adenocarcinoma TMA Stain Tissue Negative Positive pS6S235/236 Tumor 9 (14.5%) 53 (85.5%) Squamous Cell Carcinoma TMA 33 (34.4%) 63 (65.6%) Supplementary Figure 3

PD-L1 pS6S235/236 Overlay IHC Pseudocolor Supplementary Figure 4.

* n.s. C. A. B. N=6 4.5mg/kg LD; 1.5mg/kg vehicle QOD and 150μg IgG weekly i.p. IO33 cells sub-cut. Sacrifice 3wks tx Tumors 3-5mm 4.5mg/kg LD; 1.5mg/kg rapa QOD and 150μg αPD-1 weekly i.p. Rapa&αPD-1 Veh&IgG Cl. Caspase 3 Ki67 * pHP1-γ * D. E. F. CD8+ CD4+FoxP3+ CD4+ * n.s. Supplemental Figure 5

4.5mg/kg LD; 1.5mg/kg rapa QOD B. D. ** CD8+ CD4+FoxP3+ E. N=6 Tumors 3-5mm IO33 cells sub-cut. Sacrifice 3 weeks 4.5mg/kg LD; 1.5mg/kg rapa QOD Syngeneic A/J mice 150μg IgG weekly i.p. 150μg αPD-1 weekly i.p. 4.5mg/kg LD; 1.5mg/kg veh QOD Rapa&IgG Veh&αPD-1 Rapa&αPD-1 N=4 C. Supplementary Figure 6.