Abstract
Although checkpoint inhibitors (CPIs) have changed the paradigm of cancer therapy, low response rates and serious systemic adverse events remain challenging. In situ vaccine (ISV), intratumoral injection of immunomodulators that stimulate innate immunity at the tumor site, allows for the development of vaccines in patients themselves. K3-SPG, a second-generation nanoparticulate Toll-like receptor 9 (TLR9) ligand consisting of K-type CpG oligodeoxynucleotide (ODN) wrapped with SPG (schizophyllan), integrates the best of conventional CpG ODNs, making it an ideal cancer immunotherapy adjuvant. Focusing on clinical feasibility for pancreaticobiliary and gastrointestinal cancers, we investigated the antitumor activity of K3-SPG-ISV in preclinical models of pancreatic ductal adenocarcinoma (PDAC) and colorectal cancer (CRC). K3-SPG-ISV suppressed tumor growth more potently than K3-ISV or K3-SPG intravenous injections, prolonged survival, and enhanced the antitumor effect of CPIs. Notably, in PDAC model, K3-SPG-ISV alone induced systemic antitumor effect and immunological memory. ISV combination of K3-SPG and agonistic CD40 antibody further enhanced the antitumor effect. Our results imply that K3-SPG-based ISV can be applied as monotherapy or combined with CPIs to improve their response rate or, conversely, with CPI-free local immunotherapy to avoid CPI-related adverse events. In either strategy, the potency of K3-SPG-based ISV would provide the rationale for its clinical application to puncturable pancreaticobiliary and gastrointestinal malignancies.
Subject terms: Tumour immunology, Immunotherapy, Innate immunity
Introduction
The field of cancer immunotherapy is rapidly evolving. The great clinical achievements of antagonizing monoclonal antibodies against cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) and programmed cell death 1 (PD-1), called checkpoint inhibitors (CPIs), have clearly proven that the immune system is capable of eradicating tumor cells, validating the concept of harnessing the patient’s own immune system to control cancer1. However, only a minority of patients respond to these CPIs2,3, and the serious adverse events due to autoimmune mechanisms limit their use4. This highlights the unmet medical need for new immunotherapies.
CpG oligodeoxynucleotide (ODN), a ligand for Toll-like receptor 9 (TLR9), stimulates dendritic cells (DCs) to produce cytokines such as type I interferon (IFN) and interleukin (IL)-12, which induce a Th1-type response characterized by IFN-γ production. This is a critical step in the activation of naïve T cells to functional antitumor CD8 T cells called cytotoxic T lymphocytes (CTLs), central players in cancer immunity5–7. Accordingly, a number of preclinical and clinical studies have evaluated the antitumor activity of CpG ODNs by various routes of administration, some of which have shown promising results8. CpG ODNs are categorized into A/D-, B/K-, C-, and P-types. A/D- and P-type CpG ODNs are potent type I IFN inducers, because the higher structure formed by base paring between their palindromic sequences causes their localization to early endosome that is prerequisites for robust type I IFN induction9–11. A general challenge for their clinical application is that their higher structure results in aggregation, while CpG-A ODN designated as CMP-001 that is packaged in a virus-like particle has been developed and tested in clinical trials12,13. B/K- and C-type CpG ODNs are also applied for clinical use, and among them, the B/K type has been the most extensively studied9,14,15. However, these types of ODNs are weaker type I IFN inducers than A/D- and P-type CpG ODNs16.
We recently developed a second-generation TLR9 agonist designated as K3-SPG, which is a nanoparticulate K-type CpG ODN (K3) wrapped with the nonagonistic Dectin-1 ligand schizophyllan (SPG)9. It forms a completely solubilized higher order nano-sized particle. This structure enables it to gain the function of A/D type CpG ODN without losing that of K type. Consequently, K3-SPG overcomes the limitations of conventional CpG ODNs including K3, in that it is a robust inducer of type I IFN and Th1 type cytokines without aggregation9. Indeed, in sharp contrast to K3, K3-SPG is a potent Th1-type adjuvant for CTL induction in mice and nonhuman primates (NHPs)9,17–20. Importantly, intravenous (iv) injection of K3-SPG in transplantable mouse tumor model resulted in the accumulation of K3-SPG in the tumor microenvironment (TME), induced tumor-specific CTLs, and suppressed tumor growth. The underlying mechanism involved the induction of Th1-type immune response (i.e., type I IFN and IL-12) as well as immunogenic tumor cell death (ICD)21. This unique property of K3-SPG makes it an ideal immunomodulator for cancer vaccines.
In situ vaccines (ISVs), intratumoral injections of immunostimulatory adjuvants, activate the innate immunity directly at the tumor site, where the tumor itself provides the antigens for vaccine, thereby inducing potent systemic as well as memory adaptive immunity22,23. ISV has several unique advantages22,23. First, unlike standard methods, ISV generates cancer vaccines in vivo without any process of identification and preparation of tumor antigens. This feature contrasts with the laborious, expensive, and time-consuming efforts in personalized neoantigen vaccines that require multiple steps of sampling tumor tissues, sequencing tumor genome, prediction, and identification of putative antigens in the context of individual human leukocyte antigen types, and the in vitro generation of these antigens24. Furthermore, while the standard vaccines target only a single or a limited number of antigens, ISV can theoretically induce CTLs with different antigen specificities to obtain a complete antigen repertoire, minimizing the risk of immune escape by antigen loss. Second, local activation of innate immunity at the tumor site, which induces type I IFNs and Th1 type cytokines, transforms the immunosuppressive TME into immunosupportive tissue. Third, systemic and long-lasting memory responses in the setting of localized treatment are expected. Finally, compared with the systemic administration of immunomodulators, systemic adverse effects are expected to be minimized despite high concentrations at the tumor site.
Pancreatic ductal adenocarcinoma (PDAC) and colorectal cancer (CRC) are among the most aggressive malignancies with increasing incidence in recent years25, for which conventional chemotherapies and current immunotherapies are not satisfactorily effective26,27. From a clinical viewpoint, ISV is a feasible strategy for pancreaticobiliary and gastrointestinal cancers because endoscopic ultrasound (EUS)- or endoscopy-guided tumor puncture is widely applied in clinical settings not only for diagnostic but also for therapeutic purposes28,29. In the present study, we sought to clarify the antitumor activity of K3-SPG-ISV using preclinical models of PDAC and CRC. Our results revealed that K3-SPG-ISV monotherapy sufficiently induced systemic and long-lasting memory responses and that it acted synergistically with both systemic administration of CPIs and local administration of a CD40 agonist, another innate immune stimulator30, establishing the proof of concept for its clinical application in these intractable cancers, for which tumor puncture is a routine clinical technique.
Results
K3-SPG induces type I IFN and Th1 type immune response more potently than conventional TLR9 ligands
First, the potential of K3-SPG as an effective vaccine adjuvant was compared with two conventional TLR9 ligands, K3 (K-type CpG ODN) and D35 (D-type CpG ODN). Type I IFN plays an essential role in the induction of cancer immunity. K3 is a weak type I IFN inducer, while D35 is a robust type I IFN inducer that is, however, difficult to translate into clinical application due to aggregation. In an in vitro human peripheral blood mononuclear cell (PBMC) experiment, enzyme-linked immunosorbent assay (ELISA) analysis showed that K3-SPG produced higher amounts of IFN-α than K3, which was comparable to that produced by D35 (Fig. 1A, left panel). IL-12, which is also an essential cytokine for antitumor immunity that skews to Th1 response, was produced by K3-SPG as did K3, while D35 only marginally produced it (Fig. 1A, right panel). Expression analysis of mRNA revealed that K3-SPG induced type I and II IFNs and their inducible genes (IFNA, IFNB, IFNG, MXA, and RANTES), DC activation markers (CD80 and CD86), and inflammatory cytokines (IL6 and TNFA) to a greater extent than K3, although not all genes with statistical significance. IL-12 induction was slightly stronger with K3 than K3-SPG (Fig. 1B). The observed discrepancy in the cytokine levels between ELISA and real-time PCR was presumably attributed to the difference in the degradation rates of protein and mRNA.
Consistent with these human PBMC results, in mouse splenocyte experiments, K3-SPG showed higher production of IFN-α and IL-12 than K3 in ELISA (Supplementary Fig. 1A) and the upregulation of IFNs and their related genes, DC activation markers, and inflammatory cytokines at mRNA expression levels (Supplementary Fig. 1B). These results suggest K3-SPG might be superior to other conventional CpG ODNs as a cancer vaccine adjuvant.
K3-SPG-ISV induces intratumoral type I IFN and Th1 type immune response, suppresses tumor growth, and prolongs survival
We investigated the antitumor effect of K3-SPG-ISV using a syngeneic pancreatic cancer model. C57BL/6 mice were challenged with 2 × 106 mouse PDAC cell lines designated as KPC-N, established from KrasLSL-G12D/+, Trp53LSL-R172H/+, and Pdx1-Cre mice (KPC), injected into the left flank, followed by intratumoral injection of either phosphate-buffered saline (PBS) or K3-SPG from 10 days after tumor implantation. K3-SPG-ISV (i.e., K3-SPG-it) significantly suppressed tumor growth and prolonged survival compared to the control treatment (Fig. 2A). Recapitulating the results of in vitro stimulation experiments, as shown in Fig. 1, mRNA expression analysis of the TME after K3-SPG-ISV clearly revealed the upregulation of type I IFNs (Ifna and Ifnb), IFN-inducible gene (Isg56), IL-12, and DC activation markers (Cd80 and Cd86) (Fig. 2B). Tumor growth suppression and survival prolongation by K3-SPG-ISV were reproduced in another PDAC model using KPF-T cells (Supplementary Fig. 2) and two CRC models using colon-26- and MC38-bearing mice (Fig. 2C,D, respectively). These results indicated the generality of the antitumor effect of K3-SPG-ISV, with repeated experiment results showing an overall tendency of greater potency on PDAC than CRC models.
Next, we investigated the antitumor effect of K3-SPG-ISV compared to that of K3-ISV and intravenous administration of K3-SPG (K3-SPG-iv). K3-SPG-ISV significantly suppressed tumor growth and prolonged survival compared with K3-ISV (Fig. 2E). While our PDAC model of KPC-N-bearing mice was resistant to K3-SPG-iv, K3-SPG-ISV still remarkably suppressed tumor growth and prolonged survival compared with K3-SPG-iv (Fig. 2F). Taken together, these results indicate that K3-SPG-ISV has more potent therapeutic effects than conventional TLR9 ligand K3 or systemic administration of K3-SPG.
Antitumor activity of K3-SPG-ISV potentiates the effect of checkpoint blockade therapies
Systemic administration of CPIs, anti-PD-1 and anti-CTLA-4 antibodies, is the standard regimen for cancer immunotherapy. We evaluated the effect of K3-SPG-ISV on CPIs. In PDAC and CRC models, the anti-PD-1 antibody did not or partially suppressed tumor growth, respectively (Fig. 3). In both models, the combination of K3-SPG-ISV and PD-1 blockade enhanced the antitumor effect of each respective monotherapy (Fig. 3). Similarly, while anti-CTLA-4 antibody partially suppressed tumor growth in both models, the combination of K3-SPG-ISV and CTLA-4 blockade showed marked tumor growth inhibition, where the synergistic effect was clear particularly in the CRC model (Supplementary Fig. 3).
K3-SPG-ISV induces immunological memory
Motivated by the strong antitumor activity of K3-SPG-ISV, which frequently leads to the complete eradication of engrafted cells in the PDAC model, we investigated whether the mice cured after K3-SPG-ISV treatment developed immunological memory. PDAC mice that were cured after K3-SPG-ISV, followed by rechallenge with the same PDAC cells (i.e., KPC-N cells) 56 days after the first inoculation, completely rejected the replanted tumor cells, whereas all age-matched naïve control mice showed the growth of KPC-N cells (Fig. 4). Importantly, colon cancer MC38 cells, when inoculated into these cured mice that rejected replanted KPC-N cells, engrafted and expanded in all mice. These results clearly indicated that K3-SPG-ISV monotherapy induced immunological memory specific to PDAC cells. Although K3-SPG-ISV monotherapy failed to cure colon-26-bearing mice, the combination therapy of K3-SPG-ISV and PD-1 blockade cured half of the treated mice. All the mice cured by this combination rejected rechallenge with colon-26, while the same cells engrafted in the age-matched tumor-naïve control, indicating the establishment of immunological memory in these cured mice (Supplementary Fig. 4).
K3-SPG-ISV induces a systemic antitumor effect that is dependent on CD8 T cells
In addition to a durable memory response, another appealing point of immunotherapy is the potential for a systemic immune response called the abscopal effect. We investigated the abscopal effect induced by K3-SPG-ISV by evaluating tumor growth suppression on the opposite side of the vaccinated tumor. K3-SPG-ISV tested in mice bilaterally bearing KPC-N suppressed vaccinated tumors as well as untreated distant tumors, clearly demonstrating that K3-SPG-ISV induced the abscopal effect (Fig. 5A). A similar systemic antitumor effect was observed in the colon-26 model (Supplementary Fig. 5A).
Cancer vaccines aim to induce antitumor CD8 T cells that produce IFN-γ, a central player in cancer immunity. Immunohistochemistry analysis showed that K3-SPG-ISV increased CD8 T cell infiltration in both vaccinated and untreated tumors (Fig. 5B). Consistently, at the transcriptional level, upregulation of intratumoral Cd8 and Ifng expression was observed in the tumor on both sides, although their induction was stronger in the vaccinated than in the untreated side (Fig. 5C). Rantes, an IFN-γ-inducible chemokine, and TNFA were also upregulated, although Rantes was marginally expressed in the untreated side (Fig. 5C). Enzyme-linked immunospot (ELISPOT) analysis showed that CD8 T cells purified from splenocytes of K3-SPG-ISV-treated KPC-N-bearing mice produced IFN-γ when cocultured with KPC-N as target cells but not with syngeneic control MC38 cells, indicating the induction of KPC-N-specific CTLs in the K3-SPG-ISV-treated mice (Fig. 5D). Under the condition that > 97% depletion of CD8 T cells was achieved in the splenocytes (Fig. 5E, right panel), CD8 T cell depletion canceled the antitumor activity of K3-SPG-ISV on both the vaccinated and untreated sides, indicating that ISV systemically suppressed tumor growth in a CD8 T cell dependent manner (Fig. 5E, left and center panels). CD8 T cell dependency of K3-SPG-ISV was also observed in the colon-26 model (Supplementary Fig. 5B).
Combined ISV strategy incorporating agonistic CD40 antibody in K3-SPG enhances the antitumor effect
The activation of CD40 on DCs through the interaction with CD40 ligand (CD40L) plays an important role in the induction of antitumor T cell responses. Thus, we reasoned that intratumoral injection of agonistic CD40 antibody (anti-CD40-ISV) might partner well with K3-SPG-ISV to achieve more potent ISV. Indeed, in the bilateral PDAC model, anti-CD40-ISV as well as K3-SPG-ISV suppressed tumor growth on both the treated and untreated sides, demonstrating the abscopal effect of each respective monotherapy. The combination of K3-SPG-ISV/anti-CD40-ISV resulted in enhanced tumor suppression and prolonged survival longer than each monotherapy (Fig. 6A). Flow cytometric analysis of splenic CD8 T cells revealed that either monotherapy with K3-SPG-ISV or anti-CD40-ISV shifted naïve (CD44- CD62L+) or memory (CD44+ CD62L+) phenotype at the baseline to effector (CD44+ CD62L-) phenotype and that the combination of K3-SPG-ISV/anti-CD40-ISV further increased the frequency of effector cells, suggesting that this ISV combination enhanced T cell priming (Fig. 6B).
Finally, the systemic antitumor effect of the K3-SPG-ISV/anti-CD40-ISV combination was evaluated using a liver metastasis model of CRC that is closer to human clinical practice. Firefly luciferase-tagged colon-26 cells were injected subcutaneously into the spleen so that tumor cells would be engrafted in the liver, followed by a combination of K3-SPG-ISV/anti-CD40-ISV. Monitoring of bioluminescence imaging of luciferase-expressing cells clearly showed that this ISV combination suppressed both the vaccinated tumor and metastatic liver lesions, further confirming the induction of systemic response by ISV (Fig. 6C).
Discussion
As we have reported previously, K3-SPG, a second-generation TLR9 ligand, has superior properties to other previously known CpG ODNs in that it is a clinically translatable water-soluble nanoparticulate with the ability to induce robust type I IFN9. Accordingly, K3-SPG-iv has been demonstrated to act as a potential vaccine adjuvant for cancer and viral infection in mouse and NHP models9,17–21. In this study, focusing on the clinical feasibility and advantages of ISV as mentioned in the introduction section, we evaluated the mono- or combined therapies of K3-SPG-ISV using mouse models of PDAC and CRC, two representative cancer types in the fields of pancreaticobiliary and gastrointestinal oncology. Our results can be summarized as follows: K3-SPG-ISV (1) suppresses tumor growth and prolongs survival, (2) is more potent than K3-ISV or K3-SPG-iv, (3) synergizes with either systemic administration of CPIs (anti-PD-1 and anti-CTLA-4 antibodies) or intratumoral administration of agonistic-CD40 antibody, another innate immune stimulator, (4) induces, even when used as monotherapy, systemic and long-lasting memory responses, (5) induces an interferogenic immunostimulatory TME, and (6) expands effector CD8 T cells in the spleen, increases the number of tumor-infiltrating lymphocytes and suppresses tumor growth in a CD8 T cell dependent manner. The antitumor activity of K3-SPG-iv was shown to be dependent on both type I IFN, IL-12, and Batf3-positive cross-presenting DCs21. Therefore, although formal proof needs to be provided, we consider the same mechanisms to operate in K3-SPG-ISV. Regarding immune effectors induced by K3-SPG-ISV, the data presented herein only provide insight into the essential role of CD8 T cells. Future experiments are warranted to determine the role of other cell types including CD4 T cells.
CPIs targeting PD-1 and CTLA-4, the current standards of cancer immunotherapy, have the limitation of a low response rate2,3. Accordingly, most efforts in this field are directed toward developing CPI-based combinations with other classes of immunotherapy that have different mechanisms of action from CPIs31. The desirable effects of ISV in that the tumor itself can be turned into a vaccine and that the immunosuppressive shield is broken in the TME might increase the likelihood of response to CPIs. Indeed, there are several preclinical and clinical studies of ISV utilizing TLR9 agonists, IMO-2125 (B type), SD-101 (C type), MGN1703 (C type) and CMP-001 (D type), in combination with pembrolizumab, atezolizumab, or ipilimumab for melanoma, lung cancer, pancreatic cancer and colorectal cancer13,32–39. Considering the advantages of K3-SPG over C-, D-, and B-types of TLR9 agonists9, the synergism of K3-SPG-ISV with CPIs encourages the use of K3-SPG as an adjuvant to CPIs to improve their response rate. On the other hand, another critical limitation of CPIs is the problem of serious systemic adverse effects40,41. A challenging but promising strategy to overcome this shortcoming is to develop an immunotherapy that is sufficiently effective even without CPIs. The remarkable finding of this study is that K3-SPG-ISV monotherapy sufficiently induced both systemic and memory responses, the two most appealing advantages of cancer immunotherapy (Figs. 4, 5). This observation is very important because, although these immune responses have been reported to be induced in previous preclinical studies of ISV, most studies incorporated CPIs as partners of ISV42,43. Together with the observation that additional local innate immune stimulation by anti-CD40-ISV further enhanced the antitumor activity of K3-SPG-ISV (Fig. 6), the CPI-free ISV strategy that utilizes either K3-SPG alone or in combination with anti-CD40-ISV might be a promising option for achieving effective antitumor activity without serious systemic adverse effects caused by CPIs. In any scenario, the K3-SPG-based ISV could satisfy unmet needs in the current field of cancer immunotherapy.
In contrast to preclinical studies where the protocol of tumor puncture can be optimized to provide proof of concept, multiple repeated tumor punctures are not practical in clinical settings. Therefore, it is important to maximize the efficacy of ISV in a single puncture to minimize the number of punctures. The activation of CD40 on DCs through interaction with its cognate ligand CD40L licenses DCs to boost CD8 T cell priming30. Our observation that the addition of anti-CD40-ISV-enhanced K3-SPG-ISV encourages the development of ISV incorporating other classes of innate immune stimulators, such as CD40 agonists, to maximize efficacy. Besides targeting CD40, intratumoral injection of fms-related tyrosine kinase 3 ligand or granulocyte–macrophage colony-stimulating factor might also be promising options, because they recruit and activate DCs at the tumor site44–46. Cancer immunity is activated by ICD that releases tumor antigens from dead tumor cells and local innate immune activation, the latter of which is mainly aimed at by ISV. Thus, an alternative maximization strategy for ISV should be incorporation of local therapeutic interventions that accelerate tumor antigen release. ISV could be combined with radiotherapy47, photodynamic therapy48, thermal ablation49, irreversible electroporation37,50, cryoablation51 or the recently developed near-infrared photoimmunotherapy. As our previous results showed that ICD is induced by K3-SPG itself21, these additional interventions would synergize with K3-SPG. Our group is currently conducting studies to identify the best partner of K3-SPG-based ISV.
The high incidence of recurrence after surgical resection is problematic for patients with PDAC and CRC52,53. The perioperative immunotherapy would prevent tumor recurrence by overcoming postoperative immunosuppression and enhancing antitumor immunity54. While our results encourage the clinical application of K3-SPG-based ISV for therapeutic purposes, the vaccine strategy presented here should also operate in the context of neoadjuvant immunotherapy that utilizes the preoperative tumor as a vaccine, thereby inducing systemic and memory responses for surveying and destroying the micrometastatic lesions causing postoperative recurrence. Although a clinical trial of intratumoral injection of TLR9 ligand (CMP-001) along with nivolumab for resectable melanoma has been conducted (NCT03618641), to the best of our knowledge, published data are only available for neoadjuvant immunotherapy using only CPIs55. Future studies are warranted to investigate the usefulness of K3-SPG-based ISV as neoadjuvant immunotherapy.
An obvious limitation of ISV is the technical hurdle of intratumoral injection. This study is from the standpoint of emphasizing ISV, which argues against safety concerns regarding systemic therapy. Nonetheless, the therapeutic value of K3-SPG-iv is not discounted, particularly for tumors that are not accessible, because its adjuvant effect has been proven21, and an undesirable systemic inflammatory response has been shown to be weaker in K3-SPG-iv than in TLR3 ligand poly(I:C)-iv in NHP experiments19. Careful pretreatment evaluation of the accessibility of tumors and selection of patients for ISV are crucial. Our observation that K3-SPG-ISV remains effective in PDAC model which is resistant to K3-SPG-iv presumably due to insufficient intratumoral accumulation of K3-SPG (Fig. 2F) might encourage the indication of K3-SPG-ISV for refractory but accessible cancer types.
In summary, even K3-SPG-ISV monotherapy has remarkable potential for inducing both systemic and memory immune responses. The present results also demonstrated that K3-SPG-ISV synergizes with systemic administration of CPIs or local administration of agonistic CD40 antibodies. Taken together, K3-SPG-ISV can be combined with CPIs to improve their response rate or, conversely, applied as CPI-free local immunotherapy with or without an additional innate immune stimulator to avoid CPI-related adverse events. Our results provide a strong rationale for clinical translation of K3-SPG-based ISV to gastrointestinal and hepatopancreatobiliary malignancies for which endoscopy-, ultrasound-, or EUS-guided puncture is a routine clinical technique.
Methods
This study was carried out in accordance with relevant guidelines and regulations.
Mice
C57BL/6 and BALB/c wild-type mice were purchased from Charles River Laboratories (Yokohama, Japan). All the mice were maintained under specific pathogen-free conditions. No specific sex selection was used in this study. The protocols of all mouse experiments were approved by the Institutional Animal Care and Use Committee and the Ethics Committee of Kyoto University Graduate School of Medicine (Med Kyo 20315). All animal experiments were carried out in accordance with ARRIVE guidelines.
Cell lines and reagents
Colon-26 cells were obtained from RIKEN (Tsukuba, Japan). Colon-26-Luc expressing firefly luciferase was obtained as a kind gift from Dr. Nikaido. MC38 was obtained as a kind gift from Dr. Honjo’s Laboratory. The PDAC cell lines KPC-N and KPF-T were established from KrasLSL-G12D/+, Trp53LSL-R172H/+, Pdx1-Cre (KPC) mice and KrasFSF-G12D/+, Trp53FSF-R172H/+, Pdx1-Flp (KPF) mice, respectively, as previously described56,57. Colon-26 cells were cultured in RPMI-1640 medium (FUJIFILM Wako Pure Chemical Corporation), and KPC-N, KPF-T, and MC38 were cultured in Dulbecco’s modified eagle medium (FUJIFILM Wako Pure Chemical Corporation) at 37 °C in a 5% CO2 incubator. Each culture medium was supplemented with 10% fetal bovine serum and 1% penicillin/streptomycin. K3 and K3-SPG were prepared as described previously11. Anti-mouse PD-1 antibody (clone RMP1-14), anti-mouse CTLA-4 antibody (clone 9D9), anti-mouse CD8α antibody (clone YTS 169.4), isotype control IgG (clone LTF-2), and anti-mouse CD40 antibody (clone FGK45) were purchased from Bio X Cell. All the antibodies were endotoxin-free.
In vivo mouse studies
For the implantable tumor experiments, PDAC or CRC cells (2 × 106 cells) in 100 μL of 10% Matrigel (Corning Life Sciences) in PBS were injected subcutaneously into the left or bilateral flanks of 6-to 8-week-old mice. The mice were randomized into each treatment group and treatment was started 7–10 days after tumor inoculation when palpable tumors were present (approximately 20–60 mm3 calculated as described below). At the indicated time points described in the figure legends, mice were injected intratumorally (it) with K3 (30 μg/100 μL), K3-SPG (10 μg/100 μL), or agonistic anti-CD40 antibody (20 μg/100 μL or 100 μg /100 μL), intravenously (iv) with K3-SPG (10 μg/100 μL), and intraperitoneally (ip) with anti-PD-1 antibody (100 μg/100 μL) or anti-CTLA-4 antibody (100 μg/100 μL). For T cell depletion, anti-CD8α antibody (200 μg/100 μL) was intraperitoneally injected twice weekly for the duration of the experiment, starting on day 0 (day of enrollment). For isotype controls, rat IgG2b (200 μg/100 μL) was used under the same protocol. Tumor length (L) and width (W) were measured at least twice weekly. The tumor volume (V) was calculated using the formula V = L × W × W/2. The endpoint criteria for survival studies included tumor volumes exceeding 4,000 mm3.
In vivo bioluminescence analysis in the liver metastasis model
The liver metastasis model was generated by intrasplenic injection of 2 × 105 firefly luciferase-tagged colon-26 cells and subcutaneous injection of 2 × 106 cells into the right flank of the mice. The subcutaneous tumor of the mice was treated with K3-SPG (10 μg/100 μL) and anti-CD40 antibody (100 μg/100 μL) or PBS as a control at the indicated time points indicated in the figure legend. Luciferase activity was measured using the IVIS Lumina II in vivo imaging system (PerkinElmer) according to the manufacturer’s instructions.
In vitro stimulation and cytokine measurement by ELISA
Human PBMCs obtained from healthy donors who provided informed consent were purchased from HemaCare. Human PBMCs (1 × 106) cultured in 96 wells plate were stimulated in triplicate for 24 h with K3, K3-SPG, and D35 at the concentrations indicated in the figure legends. Culture supernatants were harvested and subjected to assays with human IFN-α ELISA kit (Abcam) and human IL-12p40 ELISA kit (BioLegend), according to the manufacturer’s instructions. The experiments were approved by the Ethics Committee of Kyoto University Graduate School of Medicine (R1004). To prepare mouse splenocytes, spleens were harvested from sacrificed mice and mechanically homogenized into single-cell suspensions filtered through 40-μm nylon filters into PBS with additional red blood cell (RBC) lysis using RBC Lysing Buffer Hybri-Max (Sigma-Aldrich). Mouse splenocytes (1 × 106) cultured in 96 wells plate were stimulated in triplicate for 24 h with K3 and K3-SPG at the concentrations indicated in the figure legends. Culture supernatants were harvested and subjected to assays with mouse IFN-α ELISA kit (PBL Assay Science) and mouse IL-12p40 ELISA kit (R&D Systems) according to the manufacturer’s instructions.
IFN-γ ELISPOT assay
CD8 T cells were isolated from a single-cell suspension of splenocytes prepared from KPC-N tumor-bearing mice, using CD8 + T cell Isolation Kit (Miltenyi Biotec). For in vitro stimulation, 1 × 105 CD8 T cells were cocultured with 1 × 104 KPC-N target cells in 96 wells plate for 24 h at 37 °C. 1 × 104 MC38 cells were used as negative control to assess the target specificity. IFN-γ-producing cells were quantified using Mouse IFN-γ ELISPOT kit (R&D Systems) according to the manufacturer’s instructions. IFN-γ spots were counted on ImmunoSpot S6 Analyzer (Cellular Technology Limited).
Immunohistochemistry
Extracted tumor tissues were fixed with 10% neutral phosphate-buffered formalin and embedded in paraffin. For immunohistochemical staining, antigen retrieval was performed by incubating the sections in citric acid buffer (pH 6.0) for 15 min at 98 °C. Then, endogenous peroxidase was quenched with 0.3% hydrogen peroxide in methanol at room temperature for 30 min. Blocking was performed by incubating the sections with a blocking solution (Dako). After blocking, the sections were incubated at 4 °C overnight with the following primary diluted antibodies: anti-CYP2E1 (dilution, 1:500; Abcam). Primary antibody incubation was performed at 4 °C overnight in a humidified chamber. The primary antibody used was a rabbit anti-CD8α antibody (dilution 1:100; Cell Signaling Technology, Cat.# 98941). Subsequently, the sections were incubated with peroxidase-labeled polymer conjugated secondary antibody (Dako) for 60 min at room temperature. Immunoreactivity was detected with diaminobenzidine substrate kit (Dako), and the sections were counterstained with hematoxylin.
Flow cytometry
Mouse splenocytes were prepared as described above. Samples were resuspended in PBS with 1% fetal calf serum, followed by incubation with anti-CD16/32 mAb (Fc block, clone 93, BioLegend) for 10 min at 4 °C to prevent nonspecific Fc receptor binding. Samples were then stained for 40 min at 4 °C with various combinations of fluorochrome-conjugated antibodies: anti-CD45-PerCP (clone 30-F11, BioLegend), anti-CD8α-APC (clone 53–6.7, BD Biosciences), anti-CD3-Alexa Fluor 488 (clone 145-2C11, BD Biosciences), anti-CD44-PE-Cy7 (clone IM7, BioLegend), and anti-CD62L-BV421 (clone MEL-14, BioLegend). To exclude dead cells from the analysis, a fixable viability stain 510 (BD Biosciences) was used. Samples were analyzed using BD FACS Aria II and the collected data was analyzed using FlowJo software (Tree Star).
RNA isolation and quantitative real-time PCR analysis
Total RNA was isolated from human PBMCs, mouse splenocytes, and explanted tumors using RNeasy kit (QIAGEN) according to the manufacturer’s instructions. Complementary DNA was synthesized from 500 ng of input RNA using the ReverTra Ace qPCR RT Master Mix (Toyobo) and subjected to quantitative real-time PCR (qPCR) with a SYBR Green-based gene expression assay using a LightCycler 480 System (Roche) as described previously45. The expression levels were standardized by comparing the levels of mouse 18S rRNA or human GAPDH as reference genes. All reactions were performed in triplicate. Primer sequences are listed in the Supplementary Table.
Statistics
Differences between groups were analyzed by one-way analysis of variance (ANOVA) with Dunnett’s post hoc test (for two groups) or one-way ANOVA with the Tukey–Kramer test (for more than two groups). Survival curves were assessed using the log-rank test. All statistical analyses were performed using JMP Pro version 14.0.0 (SAS Institute Inc.). Differences were considered statistically significant at p < 0.05, and are denoted as *p < 0.05; **p < 0.01; ***p < 0.001. Error bars represent the mean ± standard error of the mean (SEM).
Supplementary Information
Acknowledgements
We thank Drs Mitsuhiro Nikaido, Shinichi Miyamoto, Yoshihiro Nishikawa, Motoyuki Tsuda, Kenji Chamoto, and Tasuku Honjo for providing the cell lines used in this study.
Author contributions
Conception and experimental design: H.O., K.T., and K.J.I.; Experiments and preparation of K3-SPG: H.O., H.Y., X.Z., K.I., and K.K. Analysis and interpretation of data: H.O., K.T., H.Y., K.I., and K.J.I. Manuscript writing: H.O. and K.T. Assistance for manuscript preparation and critical review and comments on the manuscript: K.K., K.I., M.S., N.U., Y.K., and H.S. Supervision of the project: K.T.
Funding
This work was supported by Japan Society for the Promotion of Science (JSPS) KAKENHI grant numbers JP17K09421 and JP20K08329 and by Japan Agency for Medical Research and Development (AMED) under grant number JP21lm0203006.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
The online version contains supplementary material available at 10.1038/s41598-022-05702-0.
References
- 1.Postow MA, Callahan MK, Wolchok JD. Immune checkpoint blockade in cancer therapy. J. Clin. Oncol. 2015;33:1974–1982. doi: 10.1200/JCO.2014.59.4358. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Hodi FS, et al. Improved survival with ipilimumab in patients with metastatic melanoma. N. Engl. J. Med. 2010;363:711–723. doi: 10.1056/NEJMoa1003466. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Robert C, et al. Nivolumab in previously untreated melanoma without BRAF mutation. N. Engl. J. Med. 2015;372:320–330. doi: 10.1056/NEJMoa1412082. [DOI] [PubMed] [Google Scholar]
- 4.Haslam A, Prasad V. Estimation of the percentage of US patients with cancer who are eligible for and respond to checkpoint inhibitor immunotherapy drugs. JAMA Netw. Open. 2019;2:e192535. doi: 10.1001/jamanetworkopen.2019.2535. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Krieg AM. Therapeutic potential of toll-like receptor 9 activation. Nat. Rev. Drug Discov. 2006;5:471–484. doi: 10.1038/nrd2059. [DOI] [PubMed] [Google Scholar]
- 6.Klinman DM. Immunotherapeutic uses of CpG oligodeoxynucleotides. Nat. Rev. Immunol. 2004;4:249–258. doi: 10.1038/nri1329. [DOI] [PubMed] [Google Scholar]
- 7.Boukhaled GM, Harding S, Brooks DG. Opposing roles of type I interferons in cancer immunity. Annu. Rev. Pathol. 2021;16:167–198. doi: 10.1146/annurev-pathol-031920-093932. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Karapetyan L, Luke JJ, Davar D. Toll-like receptor 9 agonists in cancer. Oncol. Targets Ther. 2020;13:10039–10060. doi: 10.2147/OTT.S247050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Kobiyama K, et al. Nonagonistic dectin-1 ligand transforms CpG into a multitask nanoparticulate TLR9 agonist. Proc. Natl Acad. Sci. USA. 2014;111:3086–3091. doi: 10.1073/pnas.1319268111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Hanagata N. Structure-dependent immunostimulatory effect of CpG oligodeoxynucleotides and their delivery system. Int. J. Nanomedicine. 2012;7:2181–2195. doi: 10.2147/IJN.S30197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Honda K, et al. Spatiotemporal regulation of MyD88-IRF-7 signalling for robust type-I interferon induction. Nature. 2005;434:1035–1040. doi: 10.1038/nature03547. [DOI] [PubMed] [Google Scholar]
- 12.Sabree SA, et al. Direct and indirect immune effects of CMP-001, a virus-like particle containing a TLR9 agonist. J. Immunother. Cancer. 2021;9:e002484. doi: 10.1136/jitc-2021-002484. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Ribas A, et al. Overcoming PD-1 blockade resistance with CpG-A toll-like receptor 9 agonist vidutolimod in patients with metastatic melanoma. Cancer Discov. 2021;11:2998–3007. doi: 10.1158/2159-8290.CD-21-0425. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.McHutchison JG, et al. Phase 1B, randomized, double-blind, dose-escalation trial of CPG 10101 in patients with chronic hepatitis C virus. Hepatology. 2007;46:1341–1349. doi: 10.1002/hep.21773. [DOI] [PubMed] [Google Scholar]
- 15.Bode C, Zhao G, Steinhagen F, Kinjo T, Klinman DM. CpG DNA as a vaccine adjuvant. Expert Rev. Vaccines. 2011;10:499–511. doi: 10.1586/erv.10.174. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Vollmer J, et al. Characterization of three CpG oligodeoxynucleotide classes with distinct immunostimulatory activities. Eur. J. Immunol. 2004;34:251–262. doi: 10.1002/eji.200324032. [DOI] [PubMed] [Google Scholar]
- 17.Yokokawa H, et al. Induction of humoural and cellular immunity by immunisation with HCV particle vaccine in a non-human primate model. Gut. 2018;67:372–379. doi: 10.1136/gutjnl-2016-312208. [DOI] [PubMed] [Google Scholar]
- 18.Yamamoto T, et al. A unique nanoparticulate TLR9 agonist enables a HA split vaccine to confer FcγR-mediated protection against heterologous lethal influenza virus infection. Int. Immunol. 2019;31:81–90. doi: 10.1093/intimm/dxy069. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Masuta Y, et al. An antigen-free, plasmacytoid dendritic cell-targeting immunotherapy to bolster memory CD8+ T cells in nonhuman primates. J. Immunol. 2018;200:2067–2075. doi: 10.4049/jimmunol.1701183. [DOI] [PubMed] [Google Scholar]
- 20.Ito H, et al. Induction of humoral and cellular immune response to hepatitis B virus (HBV) vaccine can be upregulated by CpG oligonucleotides complexed with Dectin-1 ligand. J. Viral Hepat. 2017;24:155–162. doi: 10.1111/jvh.12629. [DOI] [PubMed] [Google Scholar]
- 21.Kitahata Y, et al. Circulating nano-particulate TLR9 agonist scouts out tumor microenvironment to release immunogenic dead tumor cells. Oncotarget. 2016;7:48860–48869. doi: 10.18632/oncotarget.10379. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Hammerich L, Binder A, Brody JD. In situ vaccination: Cancer immunotherapy both personalized and off-the-shelf. Mol. Oncol. 2015;9:1966–1981. doi: 10.1016/j.molonc.2015.10.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Sheen MR, Fiering S. In situ vaccination: Harvesting low hanging fruit on the cancer immunotherapy tree. Wiley Interdiscip. Rev. Nanomed. Nanobiotechnol. 2019;11:e1524. doi: 10.1002/wnan.1524. [DOI] [PubMed] [Google Scholar]
- 24.Zhang Z, et al. Neoantigen: A new breakthrough in tumor immunotherapy. Front. Immunol. 2021;12:672356. doi: 10.3389/fimmu.2021.672356. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Bray F, et al. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J. Clin. 2018;68:394–424. doi: 10.3322/caac.21492. [DOI] [PubMed] [Google Scholar]
- 26.Tempero MA, et al. Pancreatic adenocarcinoma, version 2.2021, NCCN clinical practice guidelines in oncology. J. Natl. Compr. Cancer Netw. 2021;19:439–457. doi: 10.6004/jnccn.2021.0017. [DOI] [PubMed] [Google Scholar]
- 27.Benson AB, et al. Colon cancer, version 2.2021, NCCN clinical practice guidelines in oncology. J. Natl Compr. Canc. Netw. 2021;19:329–359. doi: 10.6004/jnccn.2021.0012. [DOI] [PubMed] [Google Scholar]
- 28.Ascunce G, et al. EUS visualization and direct celiac ganglia neurolysis predicts better pain relief in patients with pancreatic malignancy (with video) Gastrointest. Endosc. 2011;73:267–274. doi: 10.1016/j.gie.2010.10.029. [DOI] [PubMed] [Google Scholar]
- 29.Matsumoto K, et al. Efficacy and safety of scheduled early endoscopic ultrasonography-guided ethanol reinjection for patients with pancreatic neuroendocrine tumors: Prospective pilot study. Dig. Endosc. 2020;32:425–430. doi: 10.1111/den.13552. [DOI] [PubMed] [Google Scholar]
- 30.Vonderheide RH. CD40 agonist antibodies in cancer immunotherapy. Annu. Rev. Med. 2020;71:47–58. doi: 10.1146/annurev-med-062518-045435. [DOI] [PubMed] [Google Scholar]
- 31.Meric-Bernstam F, Larkin J, Tabernero J, Bonini C. Enhancing anti-tumour efficacy with immunotherapy combinations. Lancet. 2021;397:1010–1022. doi: 10.1016/S0140-6736(20)32598-8. [DOI] [PubMed] [Google Scholar]
- 32.Haymaker C, et al. 1083MO final results from ILLUMINATE-204, a phase I/II trial of intratumoral tilsotolimod in combination with ipilimumab in PD-1 inhibitor refractory advanced melanoma. Ann. Oncol. 2020;31(suppl 4):S736. [Google Scholar]
- 33.Babiker HB, et al. A phase 2 multicenter study to evaluate the efficacy of tilsotolimod in combination with nivolumab and ipilimumab for treatment of microsatellite-stable colorectal cancer (ILLUMINATE-206) Cancer Res. 2020;80(16):abstract CT265. [Google Scholar]
- 34.Geboers B, et al. Irreversible electroporation and nivolumab combined with intratumoral administration of a toll-like receptor ligand, as a means of in vivo vaccination for metastatic pancreatic ductal adenocarcinoma (PANFIRE-III). A phase-I study protocol. Cancers (Basel) 2021;13:3902. doi: 10.3390/cancers13153902. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Carbone C, et al. Intratumoral injection of TLR9 agonist promotes an immunopermissive microenvironment transition and causes cooperative antitumor activity in combination with anti-PD1 in pancreatic cancer. J. Immunother. Cancer. 2021;9:e002876. doi: 10.1136/jitc-2021-002876. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Ribas A, et al. SD-101 in combination with pembrolizumab in advanced melanoma: Results of a phase Ib, multicenter study. Cancer Discov. 2018;8:1250–1257. doi: 10.1158/2159-8290.CD-18-0280. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Kapp K, et al. Beneficial modulation of the tumor microenvironment and generation of anti-tumor responses by TLR9 agonist lefitolimod alone and in combination with checkpoint inhibitors. Oncoimmunology. 2019;8:e1659096. doi: 10.1080/2162402X.2019.1659096. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Milhem M, et al. O85 Durable responses in anti-PD-1 refractory melanoma following intratumoral injection of a toll-like receptor 9 (TLR9) agonist, CMP-001, in combination with pembrolizumab. J. Immunother. Cancer. 2020;8(suppl 1):A1–A12. [Google Scholar]
- 39.Negrao M, et al. FP03.05 TLR9 agonist CMP-001 plus Atezolizumab +/- radiation therapy in patients with PD-1 blockade resistant advanced NSCLC. J. Thorac. Oncol. 2021;16(suppl 3):S196. [Google Scholar]
- 40.Postow MA, Sidlow R, Hellmann MD. Immune-related adverse events associated with immune checkpoint blockade. N. Engl. J. Med. 2018;378:158–168. doi: 10.1056/NEJMra1703481. [DOI] [PubMed] [Google Scholar]
- 41.June CH, Warshauer JT, Bluestone JA. Is autoimmunity the Achilles' heel of cancer immunotherapy? Nat. Med. 2017;23:540–547. doi: 10.1038/nm.4321. [DOI] [PubMed] [Google Scholar]
- 42.Lemke-Miltner CD, et al. Antibody opsonization of a TLR9 agonist-containing virus-like particle enhances in situ immunization. J. Immunol. 2020;204:1386–1394. doi: 10.4049/jimmunol.1900742. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Wang S, et al. Intratumoral injection of a CpG oligonucleotide reverts resistance to PD-1 blockade by expanding multifunctional CD8+ T cells. Proc. Natl Acad. Sci. USA. 2016;113:E7240–E7249. doi: 10.1073/pnas.1608555113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Brody J. In situ vaccination as a therapy for low-grade lymphoma. Clin. Adv. Hematol. Oncol. 2015;13:26–28. [PubMed] [Google Scholar]
- 45.Kaufman HL, et al. Local and distant immunity induced by intralesional vaccination with an oncolytic herpes virus encoding GM-CSF in patients with stage IIIc and IV melanoma. Ann. Surg. Oncol. 2010;17:718–730. doi: 10.1245/s10434-009-0809-6. [DOI] [PubMed] [Google Scholar]
- 46.Senzer NN, et al. Phase II clinical trial of a granulocyte-macrophage colony-stimulating factor-encoding, second-generation oncolytic herpesvirus in patients with unresectable metastatic melanoma. J. Clin. Oncol. 2009;27:5763–5771. doi: 10.1200/JCO.2009.24.3675. [DOI] [PubMed] [Google Scholar]
- 47.Younes AI, et al. Addition of TLR9 agonist immunotherapy to radiation improves systemic antitumor activity. Transl. Oncol. 2021;14:100983. doi: 10.1016/j.tranon.2020.100983. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Cai Z, et al. Photodynamic therapy combined with antihypoxic signaling and CpG adjuvant as an in situ tumor vaccine based on metal-organic framework nanoparticles to boost cancer immunotherapy. Adv. Healthc. Mater. 2020;9:e1900996. doi: 10.1002/adhm.201900996. [DOI] [PubMed] [Google Scholar]
- 49.Silvestrini MT, et al. Priming is key to effective incorporation of image-guided thermal ablation into immunotherapy protocols. JCI Insight. 2017;2:e90521. doi: 10.1172/jci.insight.90521. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Narayanan JSS, et al. Irreversible electroporation combined with checkpoint blockade and TLR7 stimulation induces antitumor immunity in a murine pancreatic cancer model. Cancer Immunol. Res. 2019;7:1714–1726. doi: 10.1158/2326-6066.CIR-19-0101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Veenstra JJ, et al. Cryotherapy with concurrent CpG oligonucleotide treatment controls local tumor recurrence and modulates HER2/neu immunity. Cancer Res. 2014;74:5409–5420. doi: 10.1158/0008-5472.CAN-14-0501. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Moletta L, et al. Surgery for recurrent pancreatic cancer: Is it effective? Cancers (Basel) 2019;11:991. doi: 10.3390/cancers11070991. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Fuccio L, et al. New and recurrent colorectal cancers after resection: A systematic review and meta-analysis of endoscopic surveillance studies. Gastroenterology. 2019;156:1309–1323.e3. doi: 10.1053/j.gastro.2018.12.006. [DOI] [PubMed] [Google Scholar]
- 54.Bakos O, Lawson C, Rouleau S, Tai LH. Combining surgery and immunotherapy: Turning an immunosuppressive effect into a therapeutic opportunity. J. Immunother. Cancer. 2018;6:86. doi: 10.1186/s40425-018-0398-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Huang AC, et al. A single dose of neoadjuvant PD-1 blockade predicts clinical outcomes in resectable melanoma. Nat. Med. 2019;25:454–461. doi: 10.1038/s41591-019-0357-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Nishikawa Y, et al. Hes1 plays an essential role in Kras-driven pancreatic tumorigenesis. Oncogene. 2019;38:4283–4296. doi: 10.1038/s41388-019-0718-5. [DOI] [PubMed] [Google Scholar]
- 57.Tsuda M, et al. The BRG1/SOX9 axis is critical for acinar cell-derived pancreatic tumorigenesis. J. Clin. Invest. 2018;128:3475–3489. doi: 10.1172/JCI94287. [DOI] [PMC free article] [PubMed] [Google Scholar]
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