Abstract
DNA-damaging chemotherapy and radiation therapy are integrated into the treatment paradigm of the majority of cancer patients. Recently, immunotherapy that targets the immunosuppressive interaction between programmed death 1 (PD-1) and its ligand PD-L1 has been approved for malignancies including non–small cell lung cancer, melanoma, and head and neck squamous cell carcinoma. ATR is a DNA damage–signaling kinase activated at damaged replication forks, and ATR kinase inhibitors potentiate the cytotoxicity of DNA-damaging chemotherapies. We show here that the ATR kinase inhibitor AZD6738 combines with conformal radiation therapy to attenuate radiation-induced CD8+ T cell exhaustion and potentiate CD8+ T cell activity in mouse models of Kras-mutant cancer. Mechanistically, AZD6738 blocks radiation-induced PD-L1 upregulation on tumor cells and dramatically decreases the number of tumor-infiltrating Tregs. Remarkably, AZD6738 combines with conformal radiation therapy to generate immunologic memory in complete responder mice. Our work raises the possibility that a single pharmacologic agent may enhance the cytotoxic effects of radiation while concurrently potentiating radiation-induced antitumor immune responses.
Keywords: Immunology, Oncology
Keywords: Cancer
Introduction
The association of programmed death 1 (PD-1) and programmed death ligand 1 (PD-L1) generates an immune checkpoint that is frequently co-opted by tumor cells to evade cytotoxic immune cells (1, 2). PD-1 is a cell surface coinhibitory molecule expressed on activated CD4+ and CD8+ T cells, B cells, monocytes, natural killer cells, and some dendritic cells (3). Elevated expression of PD-1 is associated with a dysfunctional phenotype known as T cell exhaustion (4). PD-L1 is a transmembrane protein that is undetectable in most normal tissues, but is induced by inflammatory cytokines, especially type I and type II IFNs (5–8). Accordingly, PD-L1 expression is increased after ionizing radiation (IR), and this may limit antitumor immunity and facilitate relapse (9). PD1/PD-L1 immune checkpoint blockade induces responses in 12%–18% of non–small cell lung cancer and head and neck cancer patients (10–12).
Radiation therapy is integrated into the management of many cancers, and while the effects of radiation within the target volume are well described with DNA damage leading to cell death and senescence (13), the effects of radiation on immune responses are variable in preclinical models, and clinical data are sparse. Radiation can augment CD8+ T cell responses within the tumor microenvironment through increased MHC class I and neoantigen expression (14–17). Radiation can also augment immunosuppressive aspects of the tumor microenvironment by recruiting regulatory T cells (Tregs) and inducing PD-L1 expression (9, 18, 19). Nevertheless, radiation therapy and immunotherapy are considered a promising combination, and anti–PD-L1 antibody increases the efficacy of radiation through a T cell–dependent mechanism in syngeneic mouse models of breast and colon cancer (9), melanoma (20), and glioblastoma (21), and in genetically engineered mouse models (GEMMs) of Kras-mutant lung cancer (22). Furthermore, acquired resistance to radiation therapy can be reversed by anti–PD-L1 antibody (19).
ATR is an essential DNA damage–signaling kinase activated at damaged replication forks and resected DNA double-strand breaks (23–25). ATR kinase inhibitors sensitize cancer cells to cisplatin and IR in tissue culture (26–30). ATR kinase activity is also increased by hypoxia, and ATR kinase inhibitors sensitize radiation-resistant hypoxic cells to radiation (30–33). Two ATR kinase inhibitors, AZD6738 (34) and M6620 (formerly VX970, VX822) (35), have advanced to the clinic, and patients are currently being enrolled into 10 trials of AZD6738 (e.g., ref. 36). AZD6738 is an ATP-competitive, orally bioavailable pharmaceutical that inhibits ATR kinase activity with an IC50 of 0.001 μM in vitro, while showing no significant inhibition of 442 other kinases at 1 μM (34, 37). AZD6738 has a significantly higher IC50 against PI3Ks in vitro (IC50 6.8 μM against PI3Kδ and >50 μM against PI3Kα, PI3Kβ, and PI3Kγ; unpublished observations). In cells, AZD6738 inhibits ATR kinase–dependent phosphorylation of CHK1 Ser345 with an IC50 of 0.074 μM, but does not significantly inhibit the related PI3K-related kinases ATM, DNA-PK, and mTOR (IC50 >5 μM) (37). We have previously shown that AZD6738 does not sensitize mice to total-body irradiation (38). Here we show that, quite unexpectedly, AZD6738 combines with conformal radiation to potentiate CD8+ T cell activity in the tumor microenvironment in a syngeneic and a genetically engineered mouse model of cancer.
Results
AZD6738 plus radiation generates a CD8+ T cell–dependent response in a syngeneic model of colorectal carcinoma.
KrasG12D CT26 mouse colorectal tumors grown on the flanks of BALB/c mice were treated with the ATR kinase inhibitor AZD6738 (75 mg/kg) on days 1–3 and 2 Gy conformal radiation on days 1–2 (Figure 1A) (39). AZD6738 was administered approximately 40 minutes before radiation on days 1–2, and pharmacokinetic analysis confirmed distribution of AZD6738 in the plasma, lungs, and tumors of CT26 tumor–bearing mice (Supplemental Figure 1, A and B; supplemental material available online with this article; https://doi.org/10.1172/JCI96519DS1).
Following treatment with vehicle or AZD6738, the designated tumor volume endpoint was reached by day 15, and AZD6738 alone had no impact on tumor growth (Figure 1, B and C). At day 15, radiation alone resulted in 47.6% mean tumor growth inhibition (TGI) relative to vehicle control (mean change in tumor volume from day 1 ± SEM: 362.9 ± 64.7 mm3 radiation vs. 693.1 ± 85.4 mm3 vehicle, P = 0.029), while AZD6738 plus radiation resulted in 78.0% TGI relative to vehicle control (152.4 ± 36.1 mm3 AZD6738 plus radiation vs. vehicle, P = 0.0001). AZD6738 plus radiation resulted in 58.0% TGI relative to radiation alone at day 15, but this difference did not reach statistical significance (P = 0.13). By day 20, when the radiation-alone arm reached the experimental endpoint, AZD6738 plus radiation significantly inhibited tumor growth relative to radiation alone (65.0% TGI, 260.0 ± 77.3 mm3 AZD6738 plus radiation vs. 743.4 ± 132.5 mm3 radiation, P = 0.0036) (Figure 1B). Since the AZD6738 plus radiation arm had not reached the endpoint at day 20, and we noted regression of several tumors at this time point, we monitored tumor growth for an additional 6 or 8 days. Two of fourteen mice exhibited complete responses to AZD6738 plus radiation in this time frame (Figure 1C).
Given that the delayed impact of AZD6738 on radiation is similar to the delayed impact of anti–PD-L1 antibody on radiation (9, 19, 22), and that AZD6738 does not radiosensitize CT26 cells in vitro (Supplemental Figure 2), we hypothesized that the improved efficacy of AZD6738 plus radiation is mediated by the immune system. To test this, we first assessed whether AZD6738 plus radiation treatment resulted in protection of complete responder mice against CT26 tumor rechallenge. We collected complete responder mice over the course of several independent treatments with AZD6738 plus radiation (initial treatment responses shown in Figure 1D). We rechallenged these mice with CT26 cells in the contralateral flank following a tumor-free period of 37–92 days. All complete responder mice rejected CT26 tumors upon rechallenge, while previously tumor-naive BALB/c mice exhibited normal tumor growth (Figure 1E). Therefore, AZD6738 plus radiation promotes immunologic memory in complete responder mice.
PD-1/PD-L1 blockade potentiates radiation in a CD8+ T cell–dependent manner in the CT26 model (19). To determine whether improved antitumor responses and immunologic memory following treatment with AZD6738 plus radiation are mediated by CD8+ T cells, we depleted cytotoxic T cells using anti-CD8 antibody. Pilot studies with 2 different dosing schedules of anti-CD8 antibody revealed that depletion of CD8+ T cells significantly accelerates growth of CT26 tumors (Supplemental Figure 3, A–D). As this confounds comparisons of treatments in nondepleted versus CD8-depleted mice, we evaluated responses across treatments in CD8-depleted mice. Tumors in vehicle control mice reached the experimental endpoint by day 12, at which time radiation alone resulted in 33.7% TGI relative to vehicle (675.0 ± 56.6 mm3 radiation vs. 1,018.0 ± 41.7 mm3 vehicle, P = 0.0024) (Figure 2, A and B). AZD6738 plus radiation resulted in 54.8% TGI relative to vehicle (460.4 ± 28.7 mm3 AZD6738 plus radiation vs. vehicle, P < 0.0001) and 42.5% TGI relative to AZD6738 alone (42.5% TGI, vs. 801.1 ± 109.5 mm3 AZD6738, P = 0.0024). AZD6738 plus radiation resulted in 31.8% TGI relative to radiation alone at day 12, but this difference did not reach statistical significance (P = 0.058). By day 15, at which time all remaining treatment arms reached the experimental endpoint, AZD6738 plus radiation significantly inhibited tumor growth relative to AZD6738 alone (39.9% TGI, 869.7 ± 59.6 mm3 AZD6738 plus radiation vs. 1,519.0 ± 175.6 mm3 AZD6738, P = 0.0009). While AZD6738 plus radiation resulted in 23.9% TGI relative to radiation alone at day 15, this difference only trended toward, but did not reach, statistical significance (P = 0.054) (Figure 2B).
We also evaluated treatment responses in CT26 tumor–bearing athymic nude mice, which are deficient in all mature T lymphocytes. We observed even greater accelerated CT26 tumor growth in nude mice, as vehicle- and AZD6738-treated tumors reached the experimental endpoint by day 11 (Figure 2, C and D). At this time, only AZD6738 plus radiation resulted in statistically significant TGI relative to vehicle control (39.8% TGI, 627.7 ± 65.1 mm3 AZD6738 plus radiation vs. 1,043.0 ± 97.0 mm3 vehicle, P = 0.017). AZD6738 plus radiation resulted in 21.9% TGI relative to radiation alone, but this difference did not reach statistical significance (P = 0.49). By day 14, AZD6738 plus radiation resulted in 19.5% TGI relative to radiation alone, but again, the difference did not reach statistical significance (0.23) (Figure 2D).
AZD6738 attenuates radiation-induced PD-L1 expression in CT26 tumors.
Radiation induces PD-L1 expression on tumor cells in vivo, and PD-1/PD-L1 blockade synergizes with radiation in some syngeneic models and GEMMs of cancer (9, 19, 22). We examined tumor PD-L1 expression by flow cytometry at days 5 and 9 following treatment with AZD6738 on days 1–3 and 2 Gy radiation on days 1–2 (Figure 3A and Supplemental Figure 4, A and B). At day 5, radiation increased PD-L1 on CD45– cells in vivo 2.30-fold ± 0.76-fold (mean fold change in PD-L1 median fluorescence intensity [MFI] ± SD) compared with vehicle controls (P < 0.0001). AZD6738 attenuated radiation-induced PD-L1 (1.05-fold ± 0.31-fold increase AZD6738 plus radiation vs. 2.30-fold ± 0.76-fold radiation, P < 0.0001) (Figure 3B). By day 9, radiation-induced tumor PD-L1 returned to near vehicle control levels (1.36-fold ± 0.21-fold change radiation vs. 1.0-fold ± 0.19-fold vehicle), while tumor PD-L1 in AZD6738 plus radiation mice was elevated (1.81-fold ± 0.30-fold increase AZD6738 plus radiation vs. vehicle, P = 0.0002, or AZD6738 plus radiation vs. radiation, P = 0.027) (Supplemental Figure 4C).
DNA double-strand breaks induce PD-L1 expression in human cancer cells in vitro (40). Consistent with this report, radiation increased cell surface expression of PD-L1 on murine CT26 cells in vitro (1.63-fold ± 0.14-fold increase radiation vs. DMSO control, P < 0.0001), and this increase was attenuated by 300 nM AZD6738 (1.17-fold ± 0.16-fold increase AZD6738 plus radiation vs. radiation, P < 0.0001), indicating that the impact of AZD6738 on radiation-induced PD-L1 expression is, at least in part, cell intrinsic (Figure 3C).
Radiation-induced PD-L1 expression in CT26 cells in vivo has been attributed to CD8+ T cell–secreted IFN-γ (19). We examined the competency of tumor-infiltrating T cells to elicit IFN-γ, TNF-α, and IL-2 following stimulation with phorbol 12-myristate 13-acetate (PMA) and ionomycin at day 5. Compared with radiation alone, AZD6738 plus radiation reduced the percentage of CD8+ T cells that produced only IFN-γ following stimulation (4.5% ± 2.9% AZD6738 plus radiation vs. 13.2% ± 6.4% radiation, P = 0.028) (Figure 3D). In addition, radiation alone increased the percentage of all IFN-γ–competent (IFN-γ+ and IFN-γ+TNF-α+) CD8+ T cells at day 5 relative to all other treatment arms (27.1% ± 11.8% radiation vs. 13.1% ± 4.3% vehicle, P = 0.026; vs. 9.3% ± 3.7% AZD6738, P = 0.019; vs. 10.0% ± 5.0% AZD6738 plus radiation, P = 0.009) (Figure 3D). In contrast, we observed no significant differences among treatment groups in the IFN-γ competency of CD4+ effector (CD4+ Eff) T cells (Supplemental Figure 5A). Radiation also increased IL-2 production by infiltrating CD8+ T cells in comparison with unirradiated controls (1.84-fold ± 0.34-fold increase radiation vs. 1.26-fold ± 0.33-fold vehicle, P = 0.039; vs. 0.99-fold ± 0.14-fold AZD6738, P = 0.01), but the difference between radiation and AZD6738 plus radiation did not reach statistical significance (Supplemental Figure 5B). No significant differences in IL-2 production by CD4+ Eff T cells were observed.
Collectively, our data suggest that AZD6738 attenuates both cell-intrinsic PD-L1 upregulation and IFN-γ–driven upregulation of PD-L1 following radiation. To test whether attenuation of radiation-induced PD-L1 expression by AZD6738 directly contributes to the response of CT26 tumors to AZD6738 plus radiation, we generated PD-L1–knockout CT26 cells using CRISPR (Supplemental Figure 6A). In line with published literature (41), these cells were poorly tumorigenic in vivo, negating the possibility of experimentation, but reaffirming the importance of PD-L1/PD-1–mediated T cell suppression for the growth of syngeneic tumors (Supplemental Figure 6B).
AZD6738 impacts T cell infiltration in CT26 tumors following radiation.
We enumerated CT26 tumor–infiltrating T cells at days 5, 9, and 12 following treatment with AZD6738 on days 1–3 and 2 Gy radiation on days 1–2 (Figure 4A). Radiation alone did not impact the numbers of infiltrating CD8+ or CD4+ Eff T cells compared with vehicle control (Figure 4B and Supplemental Figure 7A). AZD6738 alone and AZD6738 plus radiation reduced infiltrating CD8+ T cells at day 5 compared with radiation alone (126.0 ± 17.7 cells AZD6738 vs. 195.3 ± 50.3 cells radiation, P = 0.035; 105.6 ± 29.5 cells AZD6738 plus radiation vs. radiation, P = 0.0047). At day 9, CD8+ T cell infiltration was reduced in tumors treated with AZD6738 compared with radiation alone (120.3 ± 38.8 cells AZD6738 vs. 310.9 ± 135.7 cells radiation, P = 0.022), while infiltration in tumors treated with AZD6738 plus radiation was not different from that in radiation- or vehicle-treated tumors. At day 12, AZD6738 plus radiation increased CD8+ T cell infiltration compared with vehicle and AZD6738 alone (262.2 ± 158.7 cells AZD6738 plus radiation vs. 59.3 ± 27.1 cells vehicle, P = 0.0067; vs. 75.2 ± 29.2 cells AZD6738, P = 0.013) (Figure 4B). AZD6738 plus radiation led to reduced CD4+ Eff infiltration at days 5 and 9, but no differences were observed at day 12 (Supplemental Figure 7A).
Striking reductions in infiltrating Tregs were observed at day 5 in tumors treated with AZD6738 or AZD6738 plus radiation (11.2 ± 2.6 cells AZD6738 vs. 21.1 ± 6.2 cells vehicle, P = 0.001; and vs. 19.4 ± 5.0 cells radiation, P = 0.0067; 7.0 ± 0.7 cells AZD6738 plus radiation vs. vehicle, P < 0.0001, and vs. radiation, P < 0.0001). At day 9, both radiation-treated tumors and tumors treated with AZD6738 plus radiation exhibited reduced Treg infiltration compared with vehicle-treated tumors (9.2 ± 4.1 cells radiation vs. 14.8 ± 3.2 cells vehicle, P = 0.033; 8.2 ± 3.2 cells AZD6738 plus radiation vs. vehicle, P = 0.01) (Figure 4C). No differences in Treg infiltration were observed at day 12 (Supplemental Figure 7B).
Despite the decrease in infiltrating CD8+ T cells, AZD6738 plus radiation led to an elevated CD8+/Treg ratio at day 5 (15.1 ± 3.8 AZD6738 plus radiation vs. 8.1 ± 4.8 vehicle, P = 0.021) (Figure 4D). At day 9, both radiation alone and AZD6738 plus radiation resulted in elevated CD8+/Treg ratios (35.1 ± 10.1 radiation vs. 13.7 ± 4.5 vehicle, P = 0.0003; 25.6 ± 6.6 AZD6738 plus radiation vs. vehicle, P = 0.045) (Figure 4D). At day 12, only AZD6738 plus radiation resulted in an elevated CD8+/Treg ratio compared with vehicle control (24.5 ± 14.5 AZD6738 plus radiation vs. 5.7 ± 2.9 vehicle, P = 0.0084) (Figure 4D). The CD4+ Eff/Treg ratio was also elevated at day 5 following AZD6738 plus radiation, but no differences were observed at days 9 or 12 (Supplemental Figure 7C).
AZD6738 impacts proliferating splenic and tumor-infiltrating T cells in CT26 tumor–bearing mice.
We next examined proliferating (Ki67+) splenic and tumor-infiltrating T cell populations. At day 5, radiation alone increased the percentage of splenic CD8+Ki67+ T cells compared with all other treatments (11.6% ± 2.7% radiation vs. 8.9% ± 1.4% vehicle, P = 0.042; vs. 7.2% ± 1.2% AZD6738, P = 0.0005; vs. 8.4% ± 1.2% AZD6738 plus radiation, P = 0.012) (Figure 5A). No differences in tumor-infiltrating CD8+K67+ T cells were observed at this time point. At day 9, compared with vehicle control, AZD6738 plus radiation increased the percentages of both splenic and tumor-infiltrating CD8+Ki67+ T cells (spleen: 22.9% ± 5.4% AZD6738 plus radiation vs. 11.5% ± 3.5% vehicle, P = 0.0095; tumor: 80.5% ± 6.9% AZD6738 plus radiation vs. 68.6% ± 7.6% vehicle, P = 0.03) (Figure 5A). At day 12, splenic CD8+Ki67+ T cells were increased following AZD6738 plus radiation compared with all other treatments (18.5% ± 4.9% AZD6738 plus radiation vs. 8.6% ± 1.2% vehicle, P = 0.0001; vs. 10.1% ± 3.3% AZD6738, P = 0.0008; vs. 11.8% ± 2.2% radiation, P = 0.0053) (Figure 5, A and B). At this time point, tumor-infiltrating CD8+Ki67+ T cells were reduced in radiation-alone-treated mice compared with mice treated with AZD6738 or AZD6738 plus radiation (63.3% ± 10.9% radiation vs. 77.9% ± 5.2% AZD6738, P = 0.014; vs. 77.9% ± 2.6% AZD6738 plus radiation, P = 0.014) (Figure 5, A and B).
AZD6738 alone and AZD6738 plus radiation reduced the percentage of splenic Ki67+ Tregs at day 5 (spleen: 8.9% ± 1.5% AZD6738 vs. 21.2% ± 2.3% vehicle, P = 0.0001; and vs. 24.7% ± 6.4% radiation, P < 0.0001; 12.4% ± 5.5% AZD6738 plus radiation vs. vehicle, P = 0.0051; and vs. radiation, P = 0.0001) (Figure 5, C and D). Similar effects of AZD6738 alone and AZD6738 plus radiation on tumor-infiltrating Ki67+ Tregs were observed at day 5 (14.1% ± 2.7% AZD6738 vs. 40.3% ± 2.7% vehicle, P < 0.0001; and vs. 40.3% ± 4.5% radiation, P < 0.0001; 15.2% ± 3.9% AZD6738 plus radiation vs. vehicle, P < 0.0001; and vs. radiation, P < 0.0001) (Figure 5, C and D). The reverse was observed at day 9, with a greater percentage of tumor-infiltrating Ki67+ Tregs following treatment with AZD6738 or AZD6738 plus radiation (65.3% ± 4.6% AZD6738 vs. 45.8% ± 6.7% vehicle, P = 0.0004; and vs. 44.6% ± 6.3% radiation, P = 0.0002; 67.1% ± 6.2% AZD6738 plus radiation vs. vehicle, P < 0.0001; and vs. radiation, P < 0.0001) (Figure 5D). Differences in splenic Ki67+ Tregs at day 9 were not statistically significant, and no differences in splenic or tumor-infiltrating Ki67+ Tregs were observed at day 12 (Figure 5D and Supplemental Figure 8A). Splenic and tumor-infiltrating Ki67+ CD4+ Eff T cells exhibited similar trends to Tregs in response to AZD6738 alone and AZD6738 plus radiation at each time point, although with reduced magnitude, with the exception that mice treated with AZD6738 plus radiation exhibited an increase in splenic Ki67+ CD4+ Eff T cells at day 9 similar to that observed in splenic CD8+ T cells at this time point (Supplemental Figure 8B).
AZD6738 impacts CD8+ T cell activation in CT26 tumor–bearing mice.
We determined the activation and memory status of splenic and CT26 tumor–infiltrating CD8+ and CD4+ Eff T cells. At day 5, AZD6738 alone and AZD6738 plus radiation increased the percentage of splenic CD8+ naive T (TN) cells compared with vehicle and radiation alone (67.1% ± 5.0% AZD6738 vs. 60.1% ± 3.5% vehicle, P = 0.011; and vs. 60.9% ± 3.5% radiation, P = 0.029; 66.8% ± 3.1% AZD6738 plus radiation vs. vehicle, P = 0.015; and vs. radiation, P = 0.041) (Figure 6, A and B). In addition, AZD6738 alone and AZD6738 plus radiation reduced the percentage of splenic CD8+ effector/effector memory T (TEM) cells at this time point (5.9% ± 1.0% AZD6738 vs. 8.7% ± 1.1% vehicle, P = 0.0031; 5.5% ± 1.1% AZD6738 plus radiation vs. vehicle, P = 0.0008; and vs. 7.8% ± 1.9% radiation, P = 0.021) (Figure 6, A and B). No significant differences in splenic CD8+ central memory T (TCM) cells were observed at day 5. AZD6738 plus radiation resulted in an increased percentage of tumor-infiltrating CD8+ TCM, but not TEM, cells compared with vehicle and AZD6738 alone at day 5 (8.0% ± 1.5% AZD6738 plus radiation TCM vs. 4.0% ± 1.9% vehicle TCM, P = 0.0038; vs. 5.0% ± 1.7% AZD6738 TCM, P = 0.04) (Figure 6, A and C).
At day 9, the percentage of tumor-infiltrating CD8+ TCM cells was reduced following radiation alone relative to AZD6738 plus radiation (1.4% ± 0.6% radiation TCM vs. 4.4% ± 2.1% AZD6738 plus radiation TCM, P = 0.0027) (Figure 6C and Supplemental Figure 9A). Radiation resulted in a small but statistically significant reduction in the percentage of tumor-infiltrating CD8+ TEM cells compared with vehicle and AZD6738 plus radiation (82.5% ± 3.0% radiation TEM vs. 89.5% ± 2.2% vehicle, P = 0.0022; vs. 87.6% ± 2.7% AZD6738 plus radiation TEM, P = 0.021) (Figure 6C and Supplemental Figure 9A). However, this reduction in the percentage of tumor-infiltrating CD8+ TEM cells with radiation was associated with reduced CD44 fluorescence intensity and an increased percentage of CD8+ T cells with a CD62LloCD44lo expression phenotype (Supplemental Figure 9, B and C). By day 12, the tumor-infiltrating CD8+ T cells from mice treated with radiation alone and with AZD6738 plus radiation were predominantly of the TEM phenotype, and no differences were observed between these 2 treatment groups (Supplemental Figure 9D). No differences in splenic CD8+ TN, TCM, or TEM cells were observed at day 9, while AZD6738 plus radiation led to reduced splenic TN cells and increased splenic CD8+ TEM cells at day 12 (Supplemental Figure 9E). No significant differences in activation or memory status of splenic or tumor-infiltrating CD4+ Eff T cells were observed among treatments at any time point (Supplemental Figure 10, A and B).
Expression of the inhibitory immune checkpoint receptor PD-1 on T cells is induced upon T cell receptor (TCR) ligation, and PD-1 expression marks the activation of antigen-specific T cells (42, 43). We examined expression of PD-1 on tumor-infiltrating CD8+ and CD4+ Eff T cells. At day 5, both AZD6738 alone and AZD6738 plus radiation reduced the percentage of tumor-infiltrating CD8+PD-1+ T cells compared with vehicle control (9.8% ± 4.8% AZD6738 vs. 44.8% ± 21.3% vehicle, P = 0.0016; and 13.6% ± 9.9% AZD6738 plus radiation vs. vehicle, P = 0.005) (Figure 6D). At day 9, radiation alone, but not AZD6738 plus radiation, resulted in a significant increase in tumor-infiltrating CD8+PD-1+ T cells compared with all other treatment groups (75.0% ± 7.7% radiation vs. 49.4% ± 16.6% vehicle, P = 0.022; and vs. 39.4% ± 13.9% AZD6738, P = 0.0042; and vs. 41.4% ± 17.6% AZD6738 plus radiation, P = 0.0016) (Figure 6D).
At day 12, radiation alone and AZD6738 plus radiation resulted in an increased percentage of tumor-infiltrating CD8+PD-1+ T cells compared with vehicle control (96.7% ± 3.2% AZD6738 plus radiation vs. 86.6% ± 8.9% vehicle, P = 0.015; and 96.9% ± 2.0% radiation vs. vehicle, P = 0.01) (Supplemental Figure 11A). However, CD8+ T cells from the tumor-infiltrating lymphocytes (TILs) of mice treated with AZD6738 plus radiation exhibited significantly reduced PD-1 MFI compared with all other treatment groups (Supplemental Figure 11B). We also noted reduced PD-1 MFI at day 9 on CD8+ T cells from mice treated with AZD6738 plus radiation compared with vehicle control (Supplemental Figure 11B).
In contrast, AZD6738 alone and AZD6738 plus radiation did not reduce the percentage of tumor-infiltrating, PD-1–expressing CD4+ Eff T cells at day 5 or day 9 (Supplemental Figure 11C). At day 12, AZD6738 plus radiation resulted in an increased percentage of PD-1+ CD4+ Eff T cells compared with vehicle control (52.1% ± 10.6% AZD6738 plus radiation vs. 37.8% ± 3.8% vehicle, P = 0.007) (Supplemental Figure 11C).
AZD6738 attenuates coexpression of CD8+ T cell exhaustion markers in CT26 tumors following radiation.
Dysfunctional exhausted T cells are characterized by the elevated expression of PD-1, LAG-3, and Tim-3 (44–47). Tumor-infiltrating PD-1– and LAG-3–coexpressing CD8+ T cells were significantly reduced in mice treated with AZD6738 plus radiation compared with AZD6738 alone and radiation alone (33.9% ± 3.9% AZD6738 plus radiation vs. 47.5% ± 4.8% AZD6738, P = 0.021; and vs. 47.7% ± 11.8% radiation, P = 0.015) (Figure 7, A and B). In contrast, both radiation alone and AZD6738 plus radiation increased PD-1– and Tim-3–coexpressing CD8+ T cells compared with vehicle control (Figure 7B and Supplemental Figure 12A). However, we noted significantly reduced PD-1 and Tim-3 MFI on tumor-infiltrating CD8+PD-1+Tim-3+ T cells from mice treated with AZD6738 plus radiation compared with all other groups (Supplemental Figure 12B). Similarly, we noted significantly reduced PD-1 MFI on tumor-infiltrating CD8+PD-1+LAG-3+ T cells following AZD6738 plus radiation treatment compared with all other treatments (Supplemental Figure 12C).
In contrast, while a smaller overall proportion of tumor-infiltrating CD4+ Eff T cells coexpressed PD-1 and LAG-3 (as compared with tumor-infiltrating CD8+ T cells), PD-1+LAG-3+ CD4+ Eff T cells were increased in the tumors treated with AZD6738 alone and with AZD6738 plus radiation (7.9% ± 2.3% AZD6738 vs. 2.5% ± 0.7% vehicle, P = 0.0001; and vs. 5.1% ± 2.1% radiation, P = 0.035; 7.1% ± 1.1% AZD6738 plus radiation vs. vehicle, P = 0.0006) (Supplemental Figure 12D). Tumor-infiltrating PD-1– and Tim-3–coexpressing CD4+ Eff T cells were also increased following treatment with AZD6738 alone or AZD6738 plus radiation compared with treatment with vehicle control (10.4% ± 4.1% AZD6738 vs. 3.9% ± 0.7% vehicle, P = 0.029; 16.1% ± 5.1% AZD6738 plus radiation vs. vehicle, P < 0.0001; and vs. 8.9% ± 3.6% radiation, P = 0.013) (Supplemental Figure 12B).
AZD6738 promotes CD8+ T cell effector function in CT26 tumors following radiation.
We determined whether the effects of AZD6738 plus radiation on CD8+ T cell activation and coexpression of exhaustion markers correlated with increased effector function at the later time points by examining production of IFN-γ, TNF-α, and IL-2 following stimulation with PMA and ionomycin at days 9 and 12 (Figure 7, C and D, and Supplemental Figure 13A). Both radiation alone and AZD6738 plus radiation increased the percentage of tumor-infiltrating CD8+ T cells that produced IFN-γ alone at day 9, but these differences did not reach statistical significance (Figure 7D). In contrast, AZD6738 plus radiation increased the percentage of tumor-infiltrating CD8+ T cells that coproduced both IFN-γ and TNF-α (13.2% ± 7.2% AZD6738 plus radiation vs. 1.9% ± 0.6% vehicle, P = 0.0016; and vs. 3.5% ± 1.2% AZD6738, P = 0.0057; and vs. 5.5% ± 1.3% radiation, P = 0.041) (Figure 7D). In addition, IL-2 production (measured as fold change in MFI over unstimulated spleen control) was increased following AZD6738 plus radiation compared with AZD6738 alone or vehicle control (2.6-fold ± 0.7-fold AZD6738 plus radiation vs. 1.6-fold ± 0.2-fold AZD6738, P = 0.006; and vs. 1.6-fold ± 0.2-fold vehicle, P = 0.0061) (Supplemental Figure 13A). At day 12, the effects of AZD6738 plus radiation on CD8+ T cell effector function were more striking. While production of IFN-γ alone was increased among all treatments compared with vehicle control (30.3% ± 2.1% AZD6738 plus radiation vs. 9.6% ± 3.2% vehicle, P < 0.0001; 26.6% ± 4.1% AZD6738 vs. vehicle, P = 0.0004; and 20.8% ± 9.8% radiation, P = 0.019), AZD6738 plus radiation also significantly increased the percentage of tumor-infiltrating CD8+ T cells that produced IFN-γ alone compared with radiation alone (AZD6738 plus radiation vs. radiation, P = 0.03) (Figure 7, C and D). Moreover, while AZD6738 alone and AZD6738 plus radiation increased coproduction of IFN-γ and TNF-α by the tumor-infiltrating CD8+ T cells compared with vehicle control (15.2% ± 4.7% AZD6738 vs. 6.7% ± 3.9% vehicle, P = 0.024; 18.7% ± 3.5% AZD6738 plus radiation vs. vehicle, P = 0.001), only AZD6738 plus radiation resulted in increased coproduction of IFN-γ and TNF-α compared with radiation alone (AZD6738 plus radiation vs. 8.8% ± 5.5% radiation, P = 0.0038) (Figure 7, C and D). As at day 9, IL-2 production was increased following AZD6738 plus radiation compared with vehicle control (2.2-fold ± 0.2-fold AZD6738 plus radiation vs. 1.6-fold ± 0.4-fold vehicle, P = 0.026) (Supplemental Figure 13A). Taken together, these data support that treatment with AZD6738 plus radiation promotes increased CD8+ T cell effector function at the later time points compared with treatment with radiation alone.
In stimulated CD4+ Eff T cells, radiation alone and AZD6738 plus radiation both increased coproduction of IFN-γ and TNF-α at day 9 (5.2% ± 1.2% radiation vs. 0.9% ± 0.2% vehicle, P = 0.037; and 7.7% ± 3.9% AZD6738 plus radiation vs. vehicle, P = 0.0007; and AZD6738 plus radiation vs. 1.6% ± 0.5% AZD6738, P = 0.0016) (Supplemental Figure 13B). IL-2 was significantly increased following only AZD6738 plus radiation compared with AZD6738 alone and vehicle control (2.6-fold ± 0.5-fold AZD6738 plus radiation vs. 1.9-fold ± 0.4-fold AZD6738, P = 0.42; vs. 1.3-fold ± 0.2-fold vehicle, P = 0.0004) (Supplemental Figure 13, B and C). No significant differences in IFN-γ production, IFN-γ and TNF-α coproduction, or IL-2 production by tumor-infiltrating CD4+ Eff T cells were observed among treatments at day 12 (Supplemental Figure 13, B and C).
AZD6738 plus radiation generates a CD8+ T cell–dependent response in a GEMM of lung adenocarcinoma.
We evaluated the impact of AZD6738 on radiation in a GEMM of KrasG12D/Twist1–driven, luciferase-expressing lung adenocarcinoma (48). We treated mice with AZD6738 (75 mg/kg) approximately 90 minutes prior to 3 Gy of hemithoracic radiation (IR) on days 3–7 and 10–14 (5 days on, 2 days off, 5 days on) (Figure 8A). The dose and schedule of radiation were selected to mimic a clinically relevant hyperfractionated dosing schedule used in the treatment of non–small cell lung cancer. Micro-CT scans on day 0 were used to stratify mice into treatment groups and to quantify response (measured as the percentage change in tumor volume from day 0) on days 14, 21, and 35 (Figure 8A and Supplemental Figure 14A).
Radiation treatment groups exhibited mean tumor regression, while mock radiation treatment groups exhibited mean tumor growth (Figure 8, B and C, and Supplemental Figure 14, B and C). At day 14, radiation alone and AZD6738 plus radiation resulted in similar tumor regression (mean ± SD: 32.7% ± 12.9% regression radiation vs. 45.6% ± 29.1% regression AZD6738 plus radiation, P = 0.41) (Supplemental Figure 14C). At day 35, AD6738 resulted in significantly greater tumor regression than radiation alone (66.2% ± 14.4% regression AZD6738 plus radiation vs. 9.9% ± 15.2% regression radiation, P = 0.03) (Figure 8C). While AZD6738 alone reduced tumor growth compared with vehicle control at day 35 (26.6% ± 45.7% growth AZD6738 vs. 233.4% ± 109.2% growth vehicle, P < 0.0001), AZD6738 plus radiation resulted in a significantly greater antitumor response than AZD6738 alone (P = 0.0002) (Figure 8C).
We observed continued tumor regression from the end of treatment (day 14) until day 35 in mice treated with AZD6738 plus radiation, while mice treated with radiation alone exhibited tumor regrowth during this time. As the delayed impact of AZD6738 on radiation is similar to that observed in the syngeneic CT26 model, and is consistent with the delayed impact of anti–PD-L1 therapy on radiation (9, 19, 22), we hypothesized that the response to AZD6738 plus radiation is CD8+ T cell dependent. Depletion of CD8+ T cells in the GEMM of lung adenocarcinoma did not abolish the efficacy of AZD6738 alone or radiation alone (54.3% ± 38.8% growth AZD6738 plus anti-CD8 vs. 232.4% ± 136.2% growth vehicle plus anti-CD8, P < 0.0001; 11.5% ± 19.9% regression radiation plus anti-CD8 vs. growth vehicle plus anti-CD8, P < 0.0001). However, in CD8-depleted mice, AZD6738 plus radiation provided no benefit over radiation alone or AZD6738 alone (5.6% ± 16.7% regression AZD6738 plus radiation plus anti-CD8 vs. regression radiation plus anti-CD8, P = 0.83; and vs. growth AZD6738 plus anti-CD8, P = 0.084) (Figure 8D). Therefore, AZD6738 plus a clinically relevant fractionated schedule of radiation induces a CD8+ T cell–dependent antitumor immune response in a GEMM of KrasG12D/Twist1–driven lung adenocarcinoma.
As a proof of concept, we sought to demonstrate that AZD6738 treatment modulates pulmonary-infiltrating lymphocytes (PILs) in mice bearing KrasG12D/Twist1 lung tumors. During the course of our work, Herter-Sprie et al. demonstrated synergy of PD-1 blockade with two 8.5-Gy fractions of targeted radiation in a GEMM of KrasG12-driven lung adenocarcinoma (22). Therefore, we treated mice with 8.5-Gy fractions of hemithoracic radiation (right lung) on days 1–2 and AZD6738 (75 mg/kg) on days 1–3 (Figure 8E). Because of limitations in available KrasG12D/Twist1 tumor–bearing mice, AZD6738 alone was evaluated only at day 5, and radiation alone and AZD6738 plus radiation were evaluated only at day 9. A cohort of untreated control mice was used for comparisons with treatment arms at both time points.
At day 5, AZD6738 alone did not result in significant differences in PIL CD45+ immune cells, activated CD8+ (CD8+CD44+) T cells, Tregs, or activated CD4+ effector (CD4+CD44+ Eff) T cells, compared with untreated control (Supplemental Figure 15, A and B). We also observed no significant differences in the CD8+CD44+/Treg or CD4+CD44+ Eff/Treg ratios among PIL T cells (Supplemental Figure 15C). However, as observed in the syngeneic CT26 model, AZD6738 treatment alone resulted in significant reductions in both the splenic and PIL proliferating (Ki67+) Treg populations (as a percentage of CD45+ immune cells) in KrasG12D/Twist1 tumor–bearing mice (spleen, 0.12% ± 0.03% AZD6738 vs. 0.50% ± 0.17% untreated control, P = 0.0013; PIL, 0.26% ± 0.10% AZD6738 vs. 1.05% ± 0.39% untreated control, P = 0.0033) (Figure 8F). AZD6738 treatment alone also significantly reduced splenic and PIL proliferating CD8+CD44+ T cells (spleen, 0.15% ± 0.03% AZD6738 vs. 0.35% ± 0.14% untreated control, P = 0.019; PIL, 0.24% ± 0.07% AZD6738 vs. 0.48% ± 0.13% untreated control, P = 0.0086) and CD4+CD44+ Eff T cells (spleen, 1.5% ± 0.2% AZD6738 vs. 2.4% ± 0.7% untreated control, P = 0.03; PIL, 2.5% ± 0.4% AZD6738 vs. 4.0% ± 1.3% untreated control, P = 0.04) (Supplemental Figure 15, D and E).
At day 9, neither radiation alone nor AZD6738 plus radiation resulted in significant differences in PIL CD45+ immune cells, activated CD8+ (CD8+CD44+) T cells, Tregs, or activated CD4+ effector (CD4+CD44+ Eff) T cells, compared with untreated control (Supplemental Figure 16, A and B). However, AZD6738 plus radiation increased the percentage of PIL CD4+CD44+ Eff T cells compared with radiation alone (14.6% ± 1.5% AZD6738 plus radiation vs. 10.9% ± 1.7% radiation, P = 0.0097) (Supplemental Figure 16B). While we observed no significant differences in the PIL CD8+CD44+/Treg ratio with either treatment, radiation alone, but not AZD6738 plus radiation, resulted in a significant decrease in the CD4+CD44+ Eff/Treg ratio compared with untreated control (3.5 ± 1.3 radiation vs. 6.1 ± 1.2 untreated control, P = 0.013) (Supplemental Figure 16C).
We also examined proliferating (Ki67+) T cell populations in the spleen and PILs at day 9. AZD6738 plus radiation treatment resulted in a statistically significant increase in splenic, but not PIL, Ki67+ Tregs compared with untreated control (spleen, 0.85% ± 0.09% AZD6738 plus radiation vs. 0.50% ± 0.17% untreated control, P = 0.0051) (Supplemental Figure 16D). No significant differences among treatments were observed in splenic or PIL proliferating CD4+CD44+ Eff T cell populations at this time point (Supplemental Figure 16E). Importantly, treatment with AZD6738 plus radiation led to a significant increase in PIL, but not splenic, proliferating CD8+CD44+ T cells compared with both radiation alone and untreated control (PIL, 1.03% ± 0.37% AZD6738 plus radiation vs. 0.51% ± 0.13% radiation vs. vehicle, P = 0.029; and vs. 0.48% ± 0.13% untreated control, P = 0.02) (Figure 8G). Lastly, we examined expression of the inhibitory receptors PD-1, LAG-3, and Tim-3 on PIL CD8+CD44+ T cells. LAG-3 expression was largely absent from PIL CD8+CD44+ T cells, and therefore was not quantitated. AZD6738 plus radiation resulted in a modest but not statistically significant increase in PD-1–expressing CD8+CD44+ T cells (Supplemental Figure 16F). This modest increase is unsurprising as expression of PD-1, though an inhibitory receptor, also indicates T cell activation (42, 43), and the observed increase in proliferating CD8+CD44+Ki67+ T cells is consistent with an increase in activated CD8+ T cells. Importantly, AZD6738 plus radiation did not increase PD-1– and Tim-3–coexpressing CD8+CD44+ T cells (Supplemental Figure 16F).
Discussion
The ATR kinase inhibitor AZD6738 combines with conformal radiation therapy to generate durable, CD8+ T cell–dependent antitumor responses in both a syngeneic mouse model and a GEMM of Kras-mutant cancers. In the syngeneic CT26 model, CD8+ T cell–independent mechanisms likely also contribute to the overall antitumor response, as we observed a strong trend toward greater tumor growth inhibition with AZD6738 plus radiation compared with radiation alone (P = 0.054) in the CD8-depleted mice (Figure 2B). However, our data clearly demonstrate that CD8+ T cells are required for maximal efficacy of AZD6738 plus radiation in CT26 tumors. The antitumor responses in the syngeneic CT26 model are associated with attenuation of radiation-induced CD8+ T cell exhaustion and potentiation of CD8+ T cell activity in the tumor microenvironment following radiation. Moreover, AZD6738 combines with radiation to generate immunologic memory in complete responder mice in the syngeneic CT26 model. These findings are unexpected and important.
One mechanism through which AZD6738 likely impacts CD8+ T cell–dependent immune responses following radiation is immune checkpoint disruption. AZD6738 attenuated radiation-induced PD-L1 expression on CT26 cells at day 5, and this likely contributes to the augmented CD8+ T cell–dependent antitumor responses that manifest later. AZD6738 attenuated cell-intrinsic radiation-induced PD-L1 upregulation on CT26 cells in vitro, and this is consistent with recently published human cancer cell line data (40). In addition, AZD6738 transiently reduced IFN-γ–competent CD8+ T cells in the tumor microenvironment at day 5, likely attenuating IFN-γ–driven adaptive upregulation of PD-L1 following radiation (8, 9, 19). We noted that AZD6738 treatment led to increased naive and decreased effector/effector memory splenic CD8+ T cells, as well as reduced the percentage of tumor-infiltrating CD8+PD-1+ T cells, at day 5. Collectively, these data suggest that AZD6738 causes a transient reduction in activated CD8+ T cells, which likely explains the reduction in tumor-infiltrating, IFN-γ–competent CD8+ T cells at day 5.
AZD6738 plus radiation led to an increase in proliferating tumor-infiltrating CD8+ T cells in CT26, as well as an increase in proliferating pulmonary infiltrating CD8+ T cells in the GEMM, at day 9. In CT26, this was followed by increased numbers of tumor-infiltrating CD8+ T cells at day 12. Importantly, AZD6738 suppressed radiation-induced coexpression of T cell exhaustion markers in CT26 at day 12 and significantly increased IFN-γ and TNF-α coproduction at days 9 and 12, as well as production of IFN-γ alone at day 12, signifying that AZD6738 plus radiation promotes an increase in functional tumor-infiltrating CD8+ T cells at these later time points. We were unable to evaluate PD-L1 changes in the GEMM. We also did not observe evidence of radiation-induced T cell exhaustion in the GEMM. This is likely a function of the low immunogenicity of GEMMs compared with syngeneic models, as well as the abbreviated radiation regimen used for our immune profiling experiments. While it is unclear whether our mechanistic findings of immune checkpoint disruption in the syngeneic CT26 model extend to the GEMM, the CD8+-dependent antitumor responses achieved with AZD6738 combined with a hyperfractionated, clinically relevant radiation regimen in the GEMM are consistent with the potentiation of CD8+ activity in the tumor microenvironment by AZD6738 following radiation.
CD8+ T cell–produced IFN-γ is known to drive upregulation of PD-L1 in CT26 tumors (19), and consistent with this, we observed elevated CT26 tumor PD-L1 expression at day 9 following treatment with AZD6738 plus radiation. This indicates that T cell–mediated cytokine signaling in the tumor microenvironment can subsequently drive tumor cell PD-L1 upregulation in the absence of ATR kinase inhibition, and provides the rationale for the use of sequential PD-1 blockade after AZD6738 treatment to preserve T cell function and prevent PD-1/PD-L1–mediated T cell suppression. As PD-1 ligation is not required for the development of T cell exhaustion, the decreased development of exhausted T cells may be occurring through means independent of the reduction of tumor PD-L1 expression, further implicating a role for this combination in immune potentiation (49).
A second mechanism through which AZD6738 likely impacts CD8+ T cell–dependent immune responses is by decreasing tumor-infiltrating Tregs. At day 5, AZD6738 alone as well as AZD6738 plus radiation reduced both total and proliferating Tregs in CT26 tumors, but only modestly reduced total CD8+ T cells while not altering the percentage of proliferating CD8+ T cells. Expectedly, the suppression of Tregs following AZD6738 exposure was transient, and proliferating Tregs were increased at day 9 in tumors treated with AZD6738 alone and with AZD6738 plus radiation, while Treg numbers increased to levels comparable with those in tumors treated with radiation alone. Despite this, AZD6738 plus radiation resulted in elevated CD8+/Treg ratios relative to vehicle control at each time point, accompanied by increases in total and/or proliferating CD8+ T cells at the later time points. This persistent positive CD8+-to-Treg balance likely promotes increased activity of infiltrating CD8+ T cells in the tumor microenvironment. Suppression of proliferating Tregs by AZD6738 also was evident in the spleens of CT26 tumor–bearing mice and the spleens and pulmonary infiltrate of KrasG12D/Twist1 tumor–bearing mice, indicating that these effects of AZD6738 are systemic and not specific to the TILs. Our observations are important as neoadjuvant treatment with AZD6738 may decrease the number of Tregs in cancer therapy.
It is currently unclear whether AZD6738 impairs the proliferation of Tregs or selectively kills existing proliferating Tregs. Similarly, it is unclear why AZD6738 reduced activated CD8+ T cells at the early time point in the CT26 model. A recent report demonstrated that activated CD8+ T cells are more susceptible to killing by WEE1 and Chk1/2 inhibition, although the effects were more substantial in vitro than in vivo (50). As Chk1 is a direct target of ATR, it may be that AZD6738 selectively kills recently activated, and still rapidly dividing, CD8+ T cells. Alternatively, AZD6738 may transiently impair activation or clonal expansion of CD8+ T cells by AZD6738. In either case, AZD6738 may effectively delay the adaptive immune response following radiation, which, in turn, is associated with improved CD8+ T cell activity and antitumor responses at later time points.
The clinical significance of our findings is high, as 10 clinical trials of the ATR kinase inhibitor AZD6738 in combination with either chemotherapy or radiation are currently enrolling patients (36). These trials were designed to test hypotheses that ATR kinase inhibitors potentiate DNA-damaging chemotherapy and radiation (34, 38). While it is currently unknown whether our findings will extend beyond Kras-mutant cancers, our work raises the exciting possibility that AZD6738 plus radiation may enhance antitumor immune responses leading to immunologic memory and lasting antitumor immunity.
Methods
Supplemental Methods are available online with this article; https://doi.org/10.1172/JCI96519DS1
Cell lines and reagents.
CT26 cells were purchased from ATCC. AZD6738 was provided by AstraZeneca and dosed by oral gavage as previously described (34, 38). Anti-CD8 antibody (αCD8, clone YTS 169.4, BioXCell) was diluted in 1× PBS and administered i.p. (100 μl volume).
Mice and treatments.
Female BALB/c and athymic nude mice (6–8 weeks old) were purchased from The Jackson Laboratory and Envigo, respectively. CT26 cells (5 × 105) in RPMI were injected s.c. into the right hind flank or, for tumor rechallenge, into the contralateral (left) hind flank of complete responder and tumor-naive BALB/c mice. Treatment was initiated once tumors reached approximately 60–90 mm3 (response experiments) or 90–150 mm3 (TIL experiments). Mice received 2 fractions of 2 Gy (6 mV photon energy, 2 cm field) on days 1–2. For CD8 depletion, αCD8 (250 μg) was administered on days 1–2. Tumors were measured twice weekly with calipers, and volumes calculated as volume = (length × width2)/2. The response endpoint was designated as the day in which more than 1 tumor within a given treatment group reached 1,000 mm3, and the endpoint day for a given treatment group was retained in repeat experiments. The change in tumor volume was calculated as (Tf – Ti), where Tf is the final tumor volume at a given time point and Ti is the tumor volume at day 1. Mean tumor growth inhibition (TGI) was calculated as TGI = (1 – (mean Tf – mean Ti)/(mean Cf – mean Ci) × 100, where Tf and Cf represent the final tumor volumes of treatment and control arms, respectively, and Ti and Ci represent the initial tumor volumes of treatment and control arms, respectively. For calculation of TGI for AZD6738 plus radiation versus radiation alone, radiation alone was treated as the control (Cf and Ci).
Male and female transgenic FVB/N mice with KrasG12D/Twist1 (CCSP-rtTA/tetO-KrasG12D/Twist1-tetO7-luc) lung adenocarcinoma were generated as previously described (48). Doxycycline (2 mg/ml) drinking water was administered for the duration of the studies. For CD8 depletion, αCD8 (250 μg) was administered on days 3, 6, 10, and 13. Imaging and irradiation were performed using a Small Animal Radiation Research Platform (SARRP, Xstrahl). All micro-CT images were quantified by a board-certified radiation oncologist (Phuoc Tran), and the percentage tumor volume growth was determined for 1–3 tumors per mouse (48). For pulmonary-infiltrating lymphocyte (PIL) analyses, KrasG12D/Twist1 mice received two 8.5-Gy fractions of hemithoracic (right lung) radiation (6 mV photon energy) in a customized field (Varian Medical Systems Inc.). At day 5 (AZD6738 alone) or day 9 (radiation and AZD6738 plus radiation), mice were euthanized and perfused with 1× PBS via the left ventricle, and lungs and spleens were harvested. For irradiated mice, only the irradiated right lung cranial, middle, and caudal lobes were collected. One group of untreated control mice was compared with treatment cohorts at both time points.
Tumor PD-L1 and TIL analyses by flow cytometry.
Spleens and CT26 tumors or KrasG12D/Twist1 lungs were harvested into RPMI/10% FBS at the specified time points. Spleens were mechanically dissociated between frosted glass slides. Tumors and lungs were injected with 1.5–2 ml digestion solution consisting of 50 μg/ml Liberase DL research grade (Roche) and 10 U/ml DNase I (Sigma) in RPMI. Tissues were incubated 3–5 minutes at room temperature, chopped into small pieces, incubated in a total volume of 5 ml digestion solution for 15 minutes at 37°C, dissociated between frosted glass slides, and filtered through 70-μm cell strainers (Corning) to generate single-cell suspensions. Red blood cells were lysed with 1 ml rbc lysis buffer (150 mM NH4Cl, 10 mM NaHCO3, 0.1 mM EDTA) for 30–40 seconds at room temperature, and lysis was quenched with 4 ml RPMI. Cell suspensions were counted using a Cellometer Auto T4 (Nexcelom) or Scepter (Millipore) and were seeded at 1.3 × 106 to 2 × 106 cells (equal density within a given experiment) in 96-well round-bottom plates for staining. For cytokine analyses, cells were stimulated overnight with PMA (100 ng/ml; Sigma-Aldrich) and ionomycin (500 ng/ml; Fisher Scientific). GolgiPlug (1:1,000; BD Biosciences) was added to the existing medium, and cells were cultured an additional 3.5–4 hours before staining. Cells were stained for 15 minutes at 4°C in FACS buffer (2% FBS/1× PBS) with antibodies to surface antigens, stained for 10 minutes at 4°C in 1× PBS with eFluor780 viability dye (eBioscience), fixed and permeabilized for 15 minutes at room temperature in Fixation/Permeabilization reagent (eBioscience), and stained for 45 minutes at room temperature in 1× Permeabilization Buffer (eBioscience) with antibodies to intracellular proteins. Cells were washed in FACS buffer before surface staining, viability dye staining, and fixation, and washed with 1× Permeabilization Buffer before and after intracellular staining. The following antibodies (clones) were purchased from BioLegend: Ki67 A647 (16A8), Tim-3 PE (RMT3-23), CD8a PE-Cy7 (53-6.7), CD45 A488 (30-F11), CD44 PerCP-Cy5.5 (IM7), PD-1 BV421 (29F.1A12), CD4 BV510 (GK1.5), IFN-γ A647 (XMG1.2), TNF-α BV421 (MP6-XT22), LAG-3 BV650 (C9B7W), CD45 BV785 (30-F11), PD-L1 PE (10F.9G2), IgG2b κ isotype control (RTK4530). The following antibodies (clones) were purchased from BD Biosciences: CD25 PE-CF594 (PC61), TCRβ PE-Cy7 (H57-597), CD8a BB515 (53-6.7), LAG-3 BV650 (C9B7W), CD62L BV786 (MEL-14), IL-2 PE-Cy7 (JES6-5H4), CD4 BV650 (GK1.5). Foxp3 A700 (FJK-16s) antibody was purchased from eBioscience. Uncompensated data were collected using an LSRFortessa cytometer with FACSDiva software (both BD Biosciences). Compensation and analyses were performed using FlowJo v10 software. OneComp eBeads (eBioscience) were used for single-color compensation controls for LAG-3, Tim-3, PD-1 (CT26 day 12 and KrasG12D/Twist1), and Foxp3 (CT26 cytokine and KrasG12D/Twist1). Splenocytes were used for all other compensation controls. Gating strategies are included in the supplementary material (Supplemental Figure 4A for CT26 tumor PD-L1 expression, Supplemental Figures 17 and 18 for T cell immune profiling and T cell cytokine production, respectively, in CT26 tumor–bearing mice, and Supplemental Figure 19 for T cell immune profiling in KrasG12D/Twist1 lung adenocarcinoma mice). Data represented as the number per 104 cells stained were calculated by multiplication of the number of cells stained by the percentage of total events above threshold (after exclusion of any unstable portions of the run).
Analysis of CT26 PD-L1 expression in vitro.
CT26 cells were treated with AZD6738 (300 nM) or DMSO vehicle (0.25%) immediately before receiving 6 Gy radiation in a 137Cs irradiator at a rate of 327 cGy/min. Cells were stained for 30 minutes at 4°C with anti–PD-L1 PE (10F.9G2) or IgG2b κ isotype control (RTK4530), both purchased from BioLegend and used at 1:100. Analyses were performed using an Accuri C6 cytometer and CFlow software (both BD Biosciences). Following SSC-A versus FSC-A gating and doublet exclusion (SSC-H vs. SSC-A), background-corrected PD-L1 median fluorescence intensity (PD-L1 MFI – isotype control MFI for each treatment condition) was determined.
Statistics.
For CT26 treatment response and CD8 depletion experiments, statistical significance was determined by comparison of the change in tumor volume (from day 1) at a given time point by ANOVA with Holm-Šidák multiple-comparisons test (family-wise significance 0.05, all pairwise comparisons performed) at time points with more than 2 groups remaining on study, or by unpaired, 2-tailed t test (95% confidence level) at time points with only 2 groups remaining. For CT26 response experiments, statistical significance is graphically displayed only for comparisons at the final measurement time point. For KrasG12D/Twist1 lung adenocarcinoma treatment response and CD8 depletion experiments, statistical significance was determined comparing percentage tumor growth (from day 0) at a given time point by ANOVA with Holm-Šidák multiple-comparisons test (family-wise significance 0.05, all pairwise comparisons performed). For all CD8 depletion experiments, only pairwise comparisons among CD8-depleted treatment groups were performed. For immune profiling and in vitro experiments, statistical significance was determined by ANOVA with Tukey’s multiple-comparison tests (95% confidence level), except for KrasG12D/Twist1 T cell immune profiling at day 5 (AZD6738 alone vs. untreated control), which was determined by unpaired, 2-tailed t test (95% confidence interval). Data are reported as mean ± SD, except for CT26 treatment response data, where changes in tumor volume from day 1 are reported as mean ± SEM. All statistical analyses were performed in GraphPad Prism 7.
Study approval.
Experimental procedures were approved by the University of Pittsburgh and Johns Hopkins University Animal Care and Use Committees and performed in accordance with the relevant guidelines and regulations.
Author contributions
FPV, PK, DAC, TT, RL, KN, MB, BFK, JHB, PTT, GMD, and CJB designed, executed, and analyzed experiments. SNS, TPC, MJO, and RLF provided advice or reagents. FPV, DAC, GMD, and CJB wrote the manuscript.
Supplementary Material
Acknowledgments
We thank University of Pittsburgh Medical Center radiation physicists Fang Li and S. Young Jang for technical assistance with our experiments. This work was funded by NIH grants R01CA204173 (to CJB), P50CA097190 (to DAC), and R01CA166348 (to PTT); Sidney Kimmel Foundation grant SKF-015-039 and Stand Up 2 Cancer grant SU2C-AACR-IRG-04-16 (to GMD); and NIH grant P30CA047904 (to RLF).
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Footnotes
Conflict of interest: MJO is a full-time employee of AstraZeneca.
Reference information: J Clin Invest. 2018;128(9):3926–3940.https://doi.org/10.1172/JCI96519.
Contributor Information
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Christopher J. Bakkenist, Email: bakkenistcj@upmc.edu.
References
- 1.Ohaegbulam KC, Assal A, Lazar-Molnar E, Yao Y, Zang X. Human cancer immunotherapy with antibodies to the PD-1 and PD-L1 pathway. Trends Mol Med. 2015;21(1):24–33. doi: 10.1016/j.molmed.2014.10.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Pardoll DM. The blockade of immune checkpoints in cancer immunotherapy. Nat Rev Cancer. 2012;12(4):252–264. doi: 10.1038/nrc3239. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Keir ME, Butte MJ, Freeman GJ, Sharpe AH. PD-1 and its ligands in tolerance and immunity. Annu Rev Immunol. 2008;26:677–704. doi: 10.1146/annurev.immunol.26.021607.090331. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Barber DL, et al. Restoring function in exhausted CD8 T cells during chronic viral infection. Nature. 2006;439(7077):682–687. doi: 10.1038/nature04444. [DOI] [PubMed] [Google Scholar]
- 5.Liang SC, et al. Regulation of PD-1, PD-L1, and PD-L2 expression during normal and autoimmune responses. Eur J Immunol. 2003;33(10):2706–2716. doi: 10.1002/eji.200324228. [DOI] [PubMed] [Google Scholar]
- 6.Dong H, et al. Tumor-associated B7-H1 promotes T-cell apoptosis: a potential mechanism of immune evasion. Nat Med. 2002;8(8):793–800. doi: 10.1038/nm730. [DOI] [PubMed] [Google Scholar]
- 7.Hirahara K, et al. Interleukin-27 priming of T cells controls IL-17 production in trans via induction of the ligand PD-L1. Immunity. 2012;36(6):1017–1030. doi: 10.1016/j.immuni.2012.03.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Spranger S, et al. Up-regulation of PD-L1, IDO, and T(regs) in the melanoma tumor microenvironment is driven by CD8(+) T cells. Sci Transl Med. 2013;5(200):200ra116. doi: 10.1126/scitranslmed.3006504. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Deng L, et al. Irradiation and anti-PD-L1 treatment synergistically promote antitumor immunity in mice. J Clin Invest. 2014;124(2):687–695. doi: 10.1172/JCI67313. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Topalian SL, et al. Safety, activity, and immune correlates of anti-PD-1 antibody in cancer. N Engl J Med. 2012;366(26):2443–2454. doi: 10.1056/NEJMoa1200690. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Brahmer JR, et al. Safety and activity of anti-PD-L1 antibody in patients with advanced cancer. N Engl J Med. 2012;366(26):2455–2465. doi: 10.1056/NEJMoa1200694. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Ferris RL, et al. Nivolumab for recurrent squamous-cell carcinoma of the head and neck. N Engl J Med. 2016;375(19):1856–1867. doi: 10.1056/NEJMoa1602252. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Ciccia A, Elledge SJ. The DNA damage response: making it safe to play with knives. Mol Cell. 2010;40(2):179–204. doi: 10.1016/j.molcel.2010.09.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Burnette BC, et al. The efficacy of radiotherapy relies upon induction of type i interferon-dependent innate and adaptive immunity. Cancer Res. 2011;71(7):2488–2496. doi: 10.1158/0008-5472.CAN-10-2820. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Gupta A, et al. Radiotherapy promotes tumor-specific effector CD8+ T cells via dendritic cell activation. J Immunol. 2012;189(2):558–566. doi: 10.4049/jimmunol.1200563. [DOI] [PubMed] [Google Scholar]
- 16.Lee Y, et al. Therapeutic effects of ablative radiation on local tumor require CD8+ T cells: changing strategies for cancer treatment. Blood. 2009;114(3):589–595. doi: 10.1182/blood-2009-02-206870. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Reits EA, et al. Radiation modulates the peptide repertoire, enhances MHC class I expression, and induces successful antitumor immunotherapy. J Exp Med. 2006;203(5):1259–1271. doi: 10.1084/jem.20052494. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Kachikwu EL, et al. Radiation enhances regulatory T cell representation. Int J Radiat Oncol Biol Phys. 2011;81(4):1128–1135. doi: 10.1016/j.ijrobp.2010.09.034. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Dovedi SJ, et al. Acquired resistance to fractionated radiotherapy can be overcome by concurrent PD-L1 blockade. Cancer Res. 2014;74(19):5458–5468. doi: 10.1158/0008-5472.CAN-14-1258. [DOI] [PubMed] [Google Scholar]
- 20.Twyman-Saint Victor C, et al. Radiation and dual checkpoint blockade activate non-redundant immune mechanisms in cancer. Nature. 2015;520(7547):373–377. doi: 10.1038/nature14292. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Zeng J, et al. Anti-PD-1 blockade and stereotactic radiation produce long-term survival in mice with intracranial gliomas. Int J Radiat Oncol Biol Phys. 2013;86(2):343–349. doi: 10.1016/j.ijrobp.2012.12.025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Herter-Sprie GS, et al. Synergy of radiotherapy and PD-1 blockade in Kras-mutant lung cancer. JCI Insight. 2016;1(9):e87415. doi: 10.1172/jci.insight.87415. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Cimprich KA, Shin TB, Keith CT, Schreiber SL. cDNA cloning and gene mapping of a candidate human cell cycle checkpoint protein. Proc Natl Acad Sci U S A. 1996;93(7):2850–2855. doi: 10.1073/pnas.93.7.2850. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Brown EJ, Baltimore D. ATR disruption leads to chromosomal fragmentation and early embryonic lethality. Genes Dev. 2000;14(4):397–402. [PMC free article] [PubMed] [Google Scholar]
- 25.de Klein A, et al. Targeted disruption of the cell-cycle checkpoint gene ATR leads to early embryonic lethality in mice. Curr Biol. 2000;10(8):479–482. doi: 10.1016/S0960-9822(00)00447-4. [DOI] [PubMed] [Google Scholar]
- 26.Prevo R, et al. The novel ATR inhibitor VE-821 increases sensitivity of pancreatic cancer cells to radiation and chemotherapy. Cancer Biol Ther. 2012;13(11):1072–1081. doi: 10.4161/cbt.21093. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Charrier JD, et al. Discovery of potent and selective inhibitors of ataxia telangiectasia mutated and Rad3 related (ATR) protein kinase as potential anticancer agents. J Med Chem. 2011;54(7):2320–2330. doi: 10.1021/jm101488z. [DOI] [PubMed] [Google Scholar]
- 28.Reaper PM, et al. Selective killing of ATM- or p53-deficient cancer cells through inhibition of ATR. Nat Chem Biol. 2011;7(7):428–430. doi: 10.1038/nchembio.573. [DOI] [PubMed] [Google Scholar]
- 29.Gamper AM, Rofougaran R, Watkins SC, Greenberger JS, Beumer JH, Bakkenist CJ. ATR kinase activation in G1 phase facilitates the repair of ionizing radiation-induced DNA damage. Nucleic Acids Res. 2013;41(22):10334–10344. doi: 10.1093/nar/gkt833. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Pires IM, et al. Targeting radiation-resistant hypoxic tumour cells through ATR inhibition. Br J Cancer. 2012;107(2):291–299. doi: 10.1038/bjc.2012.265. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Hammond EM, Denko NC, Dorie MJ, Abraham RT, Giaccia AJ. Hypoxia links ATR and p53 through replication arrest. Mol Cell Biol. 2002;22(6):1834–1843. doi: 10.1128/MCB.22.6.1834-1843.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Hammond EM, Dorie MJ, Giaccia AJ. ATR/ATM targets are phosphorylated by ATR in response to hypoxia and ATM in response to reoxygenation. J Biol Chem. 2003;278(14):12207–12213. doi: 10.1074/jbc.M212360200. [DOI] [PubMed] [Google Scholar]
- 33.Hammond EM, Dorie MJ, Giaccia AJ. Inhibition of ATR leads to increased sensitivity to hypoxia/reoxygenation. Cancer Res. 2004;64(18):6556–6562. doi: 10.1158/0008-5472.CAN-04-1520. [DOI] [PubMed] [Google Scholar]
- 34.Vendetti FP, Lau A, Schamus S, Conrads TP, O’Connor MJ, Bakkenist CJ. The orally active and bioavailable ATR kinase inhibitor AZD6738 potentiates the anti-tumor effects of cisplatin to resolve ATM-deficient non-small cell lung cancer in vivo. Oncotarget. 2015;6(42):44289–44305. doi: 10.18632/oncotarget.6247. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Hall AB, et al. Potentiation of tumor responses to DNA damaging therapy by the selective ATR inhibitor VX-970. Oncotarget. 2014;5(14):5674–5685. doi: 10.18632/oncotarget.2158. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Studies found for: AZD6738. National Institutes of Health. https://clinicaltrials.gov/ct2/results?cond=&term=AZD6738&cntry=&state=&city=&dist= Accessed July 31, 2018.
- 37. AZD6738: Preclinical pharmacology. AstraZeneca website. https://openinnovation.astrazeneca.com/azd6738.html Accessed July 6, 2018.
- 38.Vendetti FP, et al. Pharmacologic ATM but not ATR kinase inhibition abrogates p21-dependent G1 arrest and promotes gastrointestinal syndrome after total body irradiation. Sci Rep. 2017;7:41892. doi: 10.1038/srep41892. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Castle JC, et al. Immunomic, genomic and transcriptomic characterization of CT26 colorectal carcinoma. BMC Genomics. 2014;15:190. doi: 10.1186/1471-2164-15-190. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Sato H, et al. DNA double-strand break repair pathway regulates PD-L1 expression in cancer cells. Nat Commun. 2017;8(1):1751. doi: 10.1038/s41467-017-01883-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Lau J, et al. Tumour and host cell PD-L1 is required to mediate suppression of anti-tumour immunity in mice. Nat Commun. 2017;8:14572. doi: 10.1038/ncomms14572. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Simon S, Labarriere N. PD-1 expression on tumor-specific T cells: friend or foe for immunotherapy? Oncoimmunology. 2017;7(1):e1364828. doi: 10.1080/2162402X.2017.1364828. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Xu-Monette ZY, Zhang M, Li J, Young KH. PD-1/PD-L1 Blockade: have we found the key to unleash the antitumor immune response? Front Immunol. 2017;8:1597. doi: 10.3389/fimmu.2017.01597. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Wherry EJ, Kurachi M. Molecular and cellular insights into T cell exhaustion. Nat Rev Immunol. 2015;15(8):486–499. doi: 10.1038/nri3862. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Blackburn SD, et al. Coregulation of CD8+ T cell exhaustion by multiple inhibitory receptors during chronic viral infection. Nat Immunol. 2009;10(1):29–37. doi: 10.1038/ni.1679. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Sakuishi K, Apetoh L, Sullivan JM, Blazar BR, Kuchroo VK, Anderson AC. Targeting Tim-3 and PD-1 pathways to reverse T cell exhaustion and restore anti-tumor immunity. J Exp Med. 2010;207(10):2187–2194. doi: 10.1084/jem.20100643. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Fourcade J, et al. Upregulation of Tim-3 and PD-1 expression is associated with tumor antigen-specific CD8+ T cell dysfunction in melanoma patients. J Exp Med. 2010;207(10):2175–2186. doi: 10.1084/jem.20100637. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Tran PT, et al. Twist1 suppresses senescence programs and thereby accelerates and maintains mutant Kras-induced lung tumorigenesis. PLoS Genet. 2012;8(5):e1002650. doi: 10.1371/journal.pgen.1002650. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Saenz SA, et al. IL-25 simultaneously elicits distinct populations of innate lymphoid cells and multipotent progenitor type 2 (MPPtype2) cells. J Exp Med. 2013;210(9):1823–1837. doi: 10.1084/jem.20122332. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.McNally JP, et al. Manipulating DNA damage-response signaling for the treatment of immune-mediated diseases. Proc Natl Acad Sci U S A. 2017;114(24):E4782–E4791. doi: 10.1073/pnas.1703683114. [DOI] [PMC free article] [PubMed] [Google Scholar]
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