- Open Access
Combine and conquer: manganese synergizing anti-TGF-β/PD-L1 bispecific antibody YM101 to overcome immunotherapy resistance in non-inflamed cancers
Journal of Hematology & Oncology volume 14, Article number: 146 (2021)
Our previous work showed that the anti-TGF-β/PD-L1 bispecific antibody YM101 effectively overcame anti-PD-L1 resistance in immune-excluded tumor models. However, in immune-desert models, the efficacy of YM101 was limited. Bivalent manganese (Mn2+) is identified as a natural stimulator of interferon genes (STING) agonist, which might enhance cancer antigen presentation and improve the therapeutic effect of YM101.
The effect of Mn2+ on STING pathway was validated by western blotting and enzyme-linked immunosorbent assay. Dendritic cell (DC) maturation was measured by flow cytometry. The synergistic effect between Mn2+ and YM101 in vitro was determined by one-way mixed lymphocyte reaction, CFSE dilution assay, and cytokine detection. The in vivo antitumor effect of Mn2+ plus YM101 therapy was assessed in CT26, EMT-6, H22, and B16 tumor models. Flow cytometry, RNA-seq, and immunofluorescent staining were adopted to investigate the alterations in the tumor microenvironment.
Mn2+ could activate STING pathway and promote the maturation of human and murine DC. The results of one-way mixed lymphocyte reaction showed that Mn2+ synergized YM101 in T cell activation. Moreover, in multiple syngeneic murine tumor models, Mn2+ plus YM101 therapy exhibited a durable antitumor effect and prolonged the survival of tumor-bearing mice. Relative to YM101 monotherapy and Mn2+ plus anti-PD-L1 therapy, Mn2+ plus YM101 treatment had a more powerful antitumor effect and a broader antitumor spectrum. Mechanistically, Mn2+ plus YM101 strategy simultaneously regulated multiple components in the antitumor immunity and drove the shift from immune-excluded or immune-desert to immune-inflamed tumors. The investigation in the TME indicated Mn2+ plus YM101 strategy activated innate and adaptive immunity, enhanced cancer antigen presentation, and upregulated the density and function of tumor-infiltrating lymphocytes. This normalized TME and reinvigorated antitumor immunity contributed to the superior antitumor effect of the combination therapy.
Combining Mn2+ with YM101 has a synergistic antitumor effect, effectively controlling tumor growth and prolonging the survival of tumor-bearing mice. This novel cocktail strategy has the potential to be a universal regimen for inflamed and non-inflamed tumors.
For a robust antitumor immune response, a sequence of stepwise events should be appropriately initiated, proceeded, and propagated . This cyclic process starts with antigen release and ends with tumor-killing by immune cells [2, 3]. Ideally, the immune system could recognize all malignantly transformed cells and inhibit tumorigenesis . However, in some situations, the antitumor immune response is hampered by negative regulators [5,6,7,8]. As a result, malignantly transformed cells escape from immune clearance and develop into overt tumors .
Programmed cell death protein 1/programmed cell death ligand 1 (PD-1/PD-L1) is a vital immune checkpoint signal in maintaining immune homeostasis . In the tumor microenvironment (TME), the PD-1/PD-L1 axis is commonly hijacked by cancer cells to restrain the activities of tumor-infiltrating lymphocytes (TILs) [11, 12]. Blocking the PD-1/PD-L1 axis restores T cells from exhausted status and reinitiates a self-sustaining antitumor immune response . At present, anti-PD-1/PD-L1 antibodies (α-PD-1/PD-L1 Abs) have been successfully used to treat multiple types of cancers [14,15,16,17,18,19,20,21]. Although α-PD-1/PD-L1 strategies mobilize a durable and potent antitumor immunity in some cancer patients, most patients could not benefit from this therapy [22, 23]. For these patients, PD-1/PD-L1 is not the primary speed-limiting factor for antitumor immunity, and it is insufficient to normalize the dysregulated antitumor immune response by blocking the PD-1/PD-L1 axis .
TGF-β has a substantial influence on the immune system: inhibiting the proliferation and functions of T cells, inducing the differentiation of naïve T cells toward regulatory T cells, undermining the antigen presentation capability of dendritic cells (DCs), enhancing the functions of cancer-associated fibroblasts (CAFs), and impairing the activities of natural killer cells (NKs) . Hyperactive TGF-β signal shapes an immunosuppressive microenvironment and contributes to α-PD-1/PD-L1 resistance . Given the synergistic effect between TGF-β and PD-1/PD-L1 in promoting immune evasion, we developed the anti-TGF-β/PD-L1 bispecific antibody (α-TGF-β/PD-L1 BsAb) YM101 . Our previous study showed that the antitumor effect of YM101 was significantly superior to that of α-PD-L1 in some high TGF-β tumor models . However, like α-PD-1/PD-L1, YM101 had modest antitumor effects in poorly immunogenic tumor models.
The weakly immunogenic tumors are regarded as cold tumors or immune-desert tumors . In this context, inadequate cancer antigen presentation and rare cancer-specific CD8+ T cells in the TME lead to the primary resistance to α-PD-1/PD-L1 . Enhancing the functions of antigen presentation cells (APCs) promotes the generation of cancer-specific CD8+ T cells, which might relieve the primary resistance to α-PD-1/PD-L1 . Recently, some studies indicated that an innate immune signal, stimulator of interferon genes (STING), might be a valuable target for cancer immunotherapy . As the downstream production of STING pathway, type I interferon (IFN-I) promotes the maturation and function of DCs and strengthens the cytotoxicity of effector cells . It has been verified that STING agonist could synergize α-PD-1/PD-L1 in cancer immunotherapy . Even in poorly immunogenic tumor models such as B16, STING agonist combined with α-PD-1/PD-L1 therapy significantly prolonged survival of mice, relative to corresponding monotherapies . Bivalent manganese (Mn2+) is identified as a natural STING agonist [33,34,35]. In a phase I clinical study, Mn2+ plus α-PD-1 treatment had an enhanced antitumor effect and manageable safety profile .
Hereto, we supposed that the cocktail strategy containing Mn2+ and YM101 would have a broader antitumor spectrum and better therapeutic efficacy by simultaneously boosting innate and adaptive immunity and overcoming multiple immunosuppressive factors. In this work, we explored the synergistic effect between Mn2+ and YM101 in T cell activation assays in vitro. Besides, we investigated the antitumor effect of Mn2+ plus YM101 in murine tumor models with high TGF-β or low immunogenicity.
Materials and methods
Cell lines and therapeutic Abs
Murine cancer cell lines CT26 (colon cancer), EMT-6 (breast cancer), H22 (hepatocellular carcinoma), and B16 (melanoma) were cultured with RPMI-1640 containing 10% fetal bovine serum. The therapeutic Abs and corresponding isotype, including YM101, α-murine PD-L1, α-TGF-β, and human IgG (hIgG), were provided by Wuhan YZY Biopharma. YM101 is an α-TGF-β/PD-L1 BsAb developed based on the Check-BODY™ platform .
Protein was extracted and separated as described [37, 38]. Human-Reactive STING Pathway Antibody Sampler Kit (38,866, CST), Mouse-Reactive STING Pathway Antibody Sampler Kit (16,029, CST), and α-GAPDH (5174, CST) were used in this assay. SuperSignal™ West Pico PLUS (34,577, Thermo Scientific) was used for signal detection.
Induction of DC
Human peripheral blood mononuclear cells (PBMCs) were obtained from healthy donors. CD14+ PBMCs were isolated from PBMCs by EasySep™ Human Monocyte Isolation Kit (19,359, Stemcell). Human monocyte-derived DCs (MoDCs) were induced from CD14+ PBMCs by ImmunoCult™ Dendritic Cell Culture Kit (10,985, Stemcell) according to the recommendations of manufacturers. Briefly, 2.5 × 105/well monocytes were seeded in 6-well plates and cultured with differentiation medium for three days. Later, the supernatant was removed after centrifugation and replaced with fresh differentiation medium. The plates were further cultured for 2 days, and then, 20 ng/ml Lipopolysaccharides (LPS) (L2630, Sigma-Aldrich) or 1 mM manganese chloride (244,589, Sigma-Aldrich) was added. After incubation for 1 day, cells were collected for further flow cytometry assays. α-CD80 (305,208, BioLegend), α-CD86 (374,206, BioLegend), α-HLA-DR (307,606, BioLegend), and α-CD11c (561,355, BD Biosciences) Abs were used to measure the maturation of DCs. Moreover, PD-L1 level was also detected in the flow cytometry assays using α-PD-L1 Ab (374,512, BioLegend).
Murine bone marrow-derived DCs (BMDCs) were induced as described . The differentiation medium contained murine granulocyte–macrophage colony-stimulating factor (GM-CSF) (20 ng/ml, 315–03-50UG, PeproTech) and murine IL-4 (20 ng/ml, 214–14-50UG, PeproTech). Bone marrow cells were obtained from BALB/c mice and seeded in tissue-culture treated T-25cm2 flasks with differentiation medium. 2 days later, the supernatant was replaced with fresh differentiation medium, and the suspension cells were discarded. On day 5, the supernatant was removed after centrifugation and replaced with fresh differentiation medium. Then, the cells were treated with 20 ng/ml LPS or 0.5 mM Mn2+ for 1 day. Then, cells were harvested for flow cytometry assays. α-CD80 (560,016, BD Biosciences), α-CD86 (105,008, BioLegend), α-I-A/I-E (107,608, BioLegend), α-CD11c (553,801, BD Biosciences), and α-PD-L1 (124,312, BioLegend) Abs were used in the flow cytometry assays.
Enzyme-linked immunosorbent assay (ELISA) and cell viability evaluation
Immature human MoDCs (1 × 106/ml) and murine BMDCs (2 × 106/ml) were treated with Mn2+ for 1 day. The supernatants were harvested for ELISA. Human and murine IFN-β levels were measured by Human IFN-beta Quantikine ELISA Kit (DIFNB0, R&D) and Mouse IFN-beta Quantikine ELISA Kit (MIFNB0, R&D). The ELISAs were performed following the recommendations of manufactures. The suspension and adherent cells were collected to measure cell viability by AO/PI double staining (CS2-0106-5ML, Nexcelom Bioscience).
One-way mixed lymphocyte reaction (MLR)
In the MLR, the simulator cells were saline-treated or Mn2+-treated murine BMDCs from BALB/c mice. The responder cells were splenocytes from C57BL/6 mice. Before the MLR, the stimulator cells were treated by Mitomycin-C (40 μg/ml, M5353, Sigma-Aldrich) for 30 min, and the responder cells were labeled with carboxyfluorescein diacetate succinimidyl ester (CFSE) (5 μM, 65–0850-84, ThermoFisher). The ratio of responder to stimulator was 2:1. Then, TGF-β1 and treatment Abs were added to the mixed cells. The mixed cells were cultured with RPMI-1640 containing 10% fetal bovine serum for 96 h. Subsequently, the mixed cells and supernatants were harvested to measure cell proliferation and cytokine levels. The ratios of daughter CD4+ and CD8+ T cells were determined by CFSE dilution assays (α-CD4: 100,516, BioLegend; α-CD8α: 563,068, BD Biosciences). The cytokine levels were measured by LEGENDplex™ MU Th Cytokine Panel (741,044, BioLegend).
Murine tumor models
We explored the antitumor effect of Mn2+ combined with YM101 in multiple murine tumor models, including CT26, EMT-6, H22, and B16. All mice were treated every other day for 12 days. For Mn2+ administration, mice received 5 mg/kg Mn2+ intranasally or intratumorally. For Ab treatment, mice were treated with equivalent mole hIgG (6.6 mg/kg), α-PD-L1 (6.6 mg/kg), or YM101 (9 mg/kg) by intraperitoneal injection. Tumor growth was monitored every 2 days, and tumor volume was calculated as following: volume = 0.5 × length × width2. Mice were killed when tumor volume was over 2500 mm3 or when the experiment ended.
Subcutaneous CT26 model
BALB/c mice were subcutaneously inoculated in the right groin with 1 × 106 CT26 cells on day 0. Tumor-bearing mice were randomized into six groups: Isotype control, Mn2+, α-PD-L1, Mn2+ plus α-PD-L1, YM101, and Mn2+ plus YM101 (8 mice for each group). Treatment started on day 4 when tumor volumes reached 50 ~ 100 mm3.
Orthotopic EMT-6 model
BALB/c mice were inoculated in the right mammary fat pad with 5 × 105 EMT-6 cells on day 0. Treatment was initiated on day 4 when tumor volumes reached 50 mm3. We then explored the effect of the combination treatment on the survival of EMT-6-bearing mice. BALB/c mice were challenged with 3 × 105 EMT-6 cells on day 0. Therapy was initiated on day 2. The survival status of mice was monitored for 45 days.
Subsequently, we investigated the durable antitumor effect of the combination treatment. BALB/c mice were challenged with 3 × 105 EMT-6 cells on day 0. Therapy was initiated on day 1. One week after the last treatment, the untreated or cured mice were rechallenged with 3 × 105 EMT-6 cells.
Subcutaneous H22 model
BALB/c mice were subcutaneously inoculated in the right groin with 2 × 106 H22 cells on day 0. Tumor-bearing mice were randomized into four groups: Isotype control, Mn2+, YM101, and Mn2+ plus YM101 (8 mice for each group). Treatment started on day 4 when tumor volumes reached 50 mm3.
Subcutaneous B16 model
Besides immune-excluded model, we also evaluated the treatment efficacy in immune-desert model. C57BL/6 mice were subcutaneously inoculated with 2 × 105 B16 cells on day 0. Treatment was started on day 1. Then, we investigated whether the combination therapy could prolong the survival of tumor-bearing mice in the weakly immunogenic tumor model. C57BL/6 mice were subcutaneously inoculated with 2 × 105 B16 cells on day 0. Treatment was started on day 1. The survival status of mice was monitored for 4 weeks.
Lung metastatic B16 model
We explored the antitumor effect of the combination therapy in the lung metastatic B16 model. C57BL/6 mice were intravenously injected with 2 × 105 B16 cells on day 0. Treatment was started on day 1. 21 days after inoculation, the mice were euthanized, and the lung tissues were collected for H&E staining.
Flow cytometry for tumor-infiltrating lymphocytes (TILs)
Murine tumor tissues were scissored and digested with Collagenase B (1 mg/ml, 11,088,807,001, Roche), DNase I (0.5 mg/ml, abs47047435, Absin), and Hyaluronidase (1 mg/ml, abs47014926, Absin) at 37℃ for 1 h. Then, the prepared suspensions were filtered through 40 μm strainers (CSS013040, JET BIOFIL). Before staining, the cells were dyed with Fixable Viability Stain 780 (565,388, BD Biosciences) and blocked with Ultra-LEAF™ Purified α-mouse CD16/32 (101,339, BioLegend). The detection Abs used in this assay were α-CD45 (560,510, BD Biosciences), α-CD3e (562,600, BD Biosciences), α-CD8α (563,068, BD Biosciences), α-CD49b (740,363, BD Biosciences), α-Ki67 (556,027, BD Biosciences), α-Granzyme-B (372,204, BioLegend), α-CD107a (564,349, BD Biosciences), α-CD69 (566,500, BD Biosciences), α-CD25 (553,075, BD Biosciences), α-CD44 (561,859, BD Biosciences), α-TNF-α (563,943, BD Biosciences), α-Perforin (11–9392-82, ThermoFisher), α-CD11c (566,504, BD Biosciences), and α-I-A/I-E (107,608, BioLegend). The auxiliary reagents used in this assay were FOXP3/Transcription Factor Staining Buffer Set (00–5523-00, ThermoFisher), Brilliant Stain Buffer (563,794, BD Biosciences), and GolgiPlug (555,029, BD Biosciences). Total cell count per 100 mg tumor tissue was calculated with Vi-Cell Auto (Beckman Coulter). Flow cytometry was performed with BD FACSCelesta. FACS data were analyzed using Flowjo v10.
Immunofluorescent (IF) staining
Tissues were fixed with 10% formalin for 48 h. Then, fixed tissues were dehydrated, and embedded, sectioned, and transferred to slides. Tyramide signal amplification-based IF staining was conducted as described . The Abs targeting CD3 (ab231775, Abcam), CD4 (ab183685, Abcam), CD8 (ab217344, Abcam), p-TBK1 (5483, CST), TGF-β1 (ab215715, Abcam), α-SMA (ab7817, Abcam), Vimentin (10,366–1-AP, Proteintech), Collagen-I (BS-10423R, Bioss) were used in this assay. Immunofluorescent images were previewed with Caseviewer software, and the regions of interest were circled by two pathologists.
The quantitative analysis of IF staining was performed with ImageJ software. The expression level of one specific protein was measured by the integral optical density of fluorescence signal. The depth of T cell infiltration was measured as described . Briefly, the infiltration depth of one T cell was determined by the scaled distance of the T cell to the nearest tumor border. For each region of interest, the infiltration depth was calculated as the mean infiltration depth of all involved T cells.
After six times of treatments, four samples were randomly selected from each group for RNA-seq. The reference genome was Mus_musculus.GRCm38. The mRNA was extracted by Trizol and enriched by Oligo (dT)-labeled beads. The cDNA library construction, treatment with unique identifier adapter, and further deep sequencing were performed by Wuhan Seqhealth. The differentially expressed genes (DEGs) were screen out by R software (version: 4.0.0) with the edgeR package. The visualization of DEG profile was performed with pheatmap package. Gene Set Enrichment Analysis (GSEA) was performed using R with packages enrichplot and ClusterProfiler . The antitumor immunity-related signatures were constructed and scored as previously reported (Additional File 1: Table S1) . For the calculation of signature scores, a pseudocount of 0.001 RPKM was added to all genes. The scores of immune signatures were compared using the ROAST algorithm .
Statistical calculations were performed with GraphPad Prism 8. For the data with Gaussian distribution and equal variance, Student’s t test was adopted to compare the difference between two groups. For the data with Gaussian distribution and heteroscedasticity, Welch’s correction was adopted. For the data not coincident with normal distribution, Mann–Whitney test was used to compare the difference between two groups. All tests were two-sided, and a p value below 0.05 was regarded statistically significant.
Mn2+ specifically activated STING pathway
We measured the effects of multiple divalent cations, including Ca2+, Mg2+, and Mn2+, on STING pathway. Among these divalent cations, only 1 mM Mn2+ activated STING pathway in MoDCs and BMDCs: promoting the phosphorylation of STING, TBK-1, and IRF-3, inducing the degradation of STING, and increasing the level of IFN-β (Fig. 1a-c). Then, we explored the dose-dependent effect and toxicity of Mn2+ in vitro. The gradient experiments showed that 1 mM or 0.5–1 mM Mn2+ led to an optimal activation of STING pathway in MoDCs or BMDCs without significant cytotoxicity (Fig. 1d and e). Therefore, in the following in vitro experiments, 1 mM or 0.5 mM Mn2+ was used to treat MoDCs or BMDCs.
Mn2+ promoted the maturation of DC
Characterized by abundant co-stimulatory molecules and major histocompatibility complex (MHC), mature DCs had a stronger antigen presentation capability. To test the effect of Mn2+ on DC maturation, immature MoDCs and BMDCs were treated with Mn2+ or low-dose LPS for 24 h. We found that Mn2+ significantly increased the expression of co-stimulatory molecules CD80 and CD86 on DCs (Fig. 1f and g). Moreover, Mn2+ upregulated the level of major histocompatibility complex (MHC) on DCs: increasing HLA-DR on MoDCs and I-A/I-E on BMDCs (Fig. 1h and 1i). Our results indicated that Mn2+ effectively promoted the maturation of DCs.
Mn2+ synergized YM101 in T cell activation
In parallel with increased co-stimulatory molecules and MHC, PD-L1 was also upregulated on DCs after Mn2+ treatment (Fig. 2a and b). Besides, our previous work had confirmed that TGF-β is an inhibitory factor for T cell activation . Given this, we supposed that Mn2+ might synergize YM101 in a high TGF-β microenvironment by simultaneously enhancing antigen presentation and blocking immunosuppressive factors. Exogenous TGF-β1 was added to mimic a high TGF-β microenvironment, and one-way MLR was utilized to mimic T cell activation in the TME.
In this in vitro model, we found that Mn2+-treated DCs had a greater capability to present antigen and activate T cells. Relative to vehicle-treated DCs, Mn2+-treated DCs had a significant advantage in promoting CD4+ T (Additional File 1: Figure S1) and CD8+ T cell (Fig. 2c) proliferation. This advantage was weakened by exogenous TGF-β1. In the meanwhile, the TGF-β1-impaired T cell proliferation was partially restored by α-PD-L1 but almost entirely restored by α-TGF-β. Notably, α-PD-L1 plus α-TGF-β treatment and YM101 extended this advantage. In the MLR assay, CD8+ T cell had a higher proliferation potential than CD4+ T cell, consistent with previous reports .
Then, we investigated the cytokine panel during T cell activation to further confirm the synergistic effect between Mn2+ and YM101. Similarly, we found that Mn2+-treated DCs had a superior capability to stimulate cytokine secretion, relatively to saline-treated DCs (Fig. 2d). Besides, the DC-stimulated cytokine secretion was hampered by exogenous TGF-β1, and the TGF-β1-undermined cytokine secretion was reversed by α-TGF-β. Compared to α-TGF-β, YM101 further upregulated multiple Th1/Th2 cytokines, including IFN-γ, TNF-α, IL-4, IL-5, IL-6, IL-10, and IL-13 (Fig. 2e-2k).
The potent antitumor effect of Mn2+ plus YM101
A previous study showed that Mn2+ synergized α-PD-1/PD-L1 in multiple tumor models . However, given the TGF-β-induced immunosuppression and treatment resistance, it was unclear if Mn2+ plus α-PD-L1 could effectively retard tumor growth in high TGF-β models. Theoretically, in this situation, Mn2+ combined with YM101 has a superior antitumor effect to Mn2+ plus α-PD-L1. It has been confirmed that CT26, EMT-6, and H22 are high TGF-β tumor models [43,44,45]. We assessed the antitumor effects of Mn2+, α-PD-L1, Mn2+ plus α-PD-L1, YM101, Mn2+ plus YM101 in the CT26, EMT-6, and H22 models. We found Mn2+ plus YM101 had the most potent antitumor activity among all treatment strategies: significantly inhibiting tumor growth and reducing tumor burden (Fig. 3a–3i). Our results indicated that the efficacy of Mn2+ plus YM101 was better than Mn2+ plus α-PD-L1 in high TGF-β tumor models. We then investigated the antitumor effect of Mn2+ plus YM101 in the B16 model, which is regarded as a weakly immunogenic tumor model. Although YM101 exhibited a limited antitumor effect in the B16 model, Mn2+ plus YM101 significantly suppressed tumor growth (Fig. 3j-3l).
Moreover, in the EMT-6 model, we tested the durability of antitumor effect. After six times of Mn2+ plus YM101 treatments, 4 out of 8 EMT-6-bearing mice were cured. A week later, the cured mice were rechallenged with EMT-6 cells. Mn2+ plus YM101 treatment showed a potent and sustaining antitumor activity, and the tumor growth was entirely inhibited in all cured mice (Fig. 3m-3o).
Additionally, we explored the effect of Mn2+ plus YM101 treatment on the survival of tumor-bearing mice. In the EMT-6 and B16 models, Mn2+ plus YM101 dramatically prolonged survival (Fig. 4a and 4b). Besides subcutaneous and orthotopic models, we also tested the antitumor effect of Mn2+ plus YM101 therapy in the lung metastatic B16 model. 21 days after intravenous injection, murine lung tissues were harvested to measure the number of tumor nodules. We found YM101 partially reduced the number of metastatic foci, while Mn2+ plus YM101 treatment almost entirely inhibited the formation of metastasis (Fig. 4c-4f).
Mn2+ plus YM101 treatment shaped an immunosupportive microenvironment
In the EMT-6 model, relative to the Mn2+ plus α-PD-L1 group, the densities of tumor-infiltrating CD8+ and NK cells were significantly higher in the Mn2+ plus YM101 group (Fig. 5a and 5b). The results of IF indicated that compared to Mn2+ plus α-PD-L1 therapy, Mn2+ plus YM101 remarkedly decreased peritumoral collagen production (Additional File 1: Figure S2) and promoted T cell penetration (Fig. 5c). In the Mn2+ plus α-PD-L1 group, T cells were primarily distributed in tumor periphery. However, in the Mn2+ plus YM101 group, the location of T cells was not limited in tumor periphery, but also in tumor center. Mn2+ plus YM101 treatment increased the number of tumor-infiltrating T cells, as well as the depth of T cell infiltration (Fig. 5d and 5e). This finding was in accordance with our previous work . Blocking TGF-β signaling led to the conversion from immune-excluded to immune-inflamed tumors, providing an optimal immune cell positioning for antitumor immune response. The enhanced immune cell infiltration by α-TGF-β moiety might contribute to better cancer control in the Mn2+ plus YM101 group.
Then, in the B16 model, we explored the effect of Mn2+ plus YM101 on multiple components in the TME. B16 was a cold or immune-desert tumor model with rare TILs in baseline or even after YM101 treatment. However, Mn2+ plus YM101 therapy significantly upregulated the quantity and function of TILs. Flow cytometry results showed that the density of tumor-infiltrating CD8+ T cells was increased in the combination therapy group (Fig. 6a). Besides, the densities of Ki67+ CD8+, Granzyme-B+ CD8+, and CD107a+ CD8+ T cells were markedly upregulated in the combination therapy group, indicating the higher tumor-killing capability (Fig. 6b–6d). Moreover, the densities of activated CD8+ T cell (CD69+ CD8+ and CD25+ CD8+) and memory CD8+ T cell (CD44+ CD8+) were increased in the Mn2+ plus YM101 group (Fig. 6e–6g). The following IF assays showed Mn2+ plus YM101 therapy promoted immune cell infiltration, converting immune-desert to immune-inflamed phenotype (Fig. 6h).
Apart from CD8+ T cell, NK also participates in the tumor-killing activity. We found that the density of NK (CD3− CD49b+) was highest in Mn2+ plus YM101 group (Fig. 7a). Additionally, the densities of Ki67+ NK, CD107a+ NK, TNF-α+ NK, and Perforin+ NK were markedly increased in the tumors of mice treated by Mn2+ plus YM101 (Fig. 7b-7e). Notably, the Mn2+ plus YM101 group had the highest density of DC (CD11c+ I-A/I-E+) (Fig. 7f). Overall, Mn2+ plus YM101 strategy effectively overcame the poor immunogenicity-caused treatment resistance and tuned an immunosupportive microenvironment.
Mn2+ plus YM101 treatment promoted the gene expression related to innate immunity and adaptive immunity
To explore the effect of the combination therapy on the expression of immunity-related genes, we performed RNA-seq assays using B16 tumor tissues (Additional File 2). Compared to Isotype, Mn2+, and YM101, Mn2+ plus YM101 group had a distinct gene expression profile. In general, the expression profile of the Isotype group was similar to that of the Mn2+ group, while the YM101 group shared a partially similar gene profile with Mn2+ plus YM101 group (Fig. 8a). The results of GSEA showed that the Mn2+ plus YM101 group had multiple significantly enriched biological processes, including activation of innate and adaptive immune response, IFN-I production and signaling pathway, activation of multiple immune cells, immune cell-mediated cytotoxicity, as well as antigen processing and presentation, relative to the YM101 group (Fig. 8b–8e).
To comprehensively assess the effect of Mn2+ plus YM101 therapy on the TME, we constructed multiple immune signatures . The results showed that the scores of antitumor-associated immune signatures were highest in the Mn2+ plus YM101 group (Fig. 8f-8k). The transcriptomic data indicated that Mn2+ plus YM101 treatment had a positive effect on innate immunity and adaptive immunity, boosting multiple steps of the antitumor immune response.
Mn2+ activated STING pathway and YM101 reversed epithelial mesenchymal transition (EMT) in vivo
To validate the effect of Mn2+ on STING pathway in vivo, we performed α-p-TBK1 IF assays. The results of IF assays showed that Mn2+ treatment activated STING pathway in the B16 model: The level of p-TBK1 was higher in the Mn2+ group and the Mn2+ plus YM101 group (Fig. 9a). α-SMA is the marker of CAF, and Vimentin is the marker of epithelial-mesenchymal transition. The overexpression of α-SMA and Vimentin is related to active TGF-β signaling, which could be reversed by α-TGF-β moiety. Consistent with our previous work, YM101 and Mn2+ plus YM101 treatment effectively cleared the TGF-β1 in the TME and reduced the expression of α-SMA and Vimentin (Fig. 9b and 9c).
According to the TME status, tumors could be divided into three phenotypes: immune-inflamed, immune-desert, and immune-excluded. Among the three phenotypes, immune-inflamed tumors are most likely to respond to α-PD-1/PD-L1 treatment. On the contrary, immune-desert and immune-excluded tumors are non-inflamed tumors, which rarely respond to α-PD-1/PD-L1 therapy. Immune-desert tumors result from immunological ignorance or lacking appropriate T cell priming . Promoting immunogenic cancer cell death and enhancing APC’s function relieve the resistance to α-PD-1/PD-L1 in immune-desert tumors . Immune-excluded tumors are mainly caused by abnormal vascular barriers, increased stromal collagen or fibronectin, and immunosuppressive chemokine panel . Normalizing dysregulated TGF-β signal and angiogenesis in the TME promotes the T cell infiltration into tumors, reverting immune-excluded to immune-inflamed tumors [47,48,49]. Multi-omics signature study in hepatocellular carcinoma revealed that immune cell function, not immune cell infiltration in the TME, determined immunotherapeutic response . Due to the heterogeneity of the TME, a majority of patients are resistant to α-PD-1/PD-L1 monotherapy [51,52,53]. For the non-responders, the PD-1/PD-L1 pathway is not the predominant immune defect in the TME, and blocking PD-1/PD-L1 is insufficient to break immune tolerance and trigger immune killing. Hereto, accumulating combination strategies are developed to improve α-PD-1/PD-L1 efficacy and alleviate treatment resistance by enhancing immunogenic cancer cell death, promoting antigen presentation, and rescuing other dysfunctional effectors [54,55,56,57].
In the TME, STING pathway plays a vital role in cross-presentation and priming. The development of STING agonists has been a hot issue in cancer therapeutics. DMXAA is the first agent activating murine STING pathway but failed in phase III clinical study . Further investigation showed that the interaction between human STING and DMXAA was weak . Besides, other traditional STING agonists such as cGAMP also have some drawbacks, such as low stability and poor transmembrane capability. Although some novel STING agonists have been developed in the past decade [32, 60], Mn2+ has a significant advantage in manufacturing cost and well-studied toxicity. As a natural and easily available STING agonist, Mn2+ might be a promising adjuvant drug of immunotherapy.
Manganese is a trace element participating in multiple physiological activities, including reproduction, development, energy metabolism, and antioxidant defenses . Manganese also regulates innate immunity by sensitizing STING pathway . The concentration of manganese in mammalian tissue ranges from 0.3 to 2.9 μg/g wet tissue . According to the recommendations of Dietary Reference Intake, 2 mg/day manganese is an adequate intake for adults, and the tolerable upper intake level is 9–11 mg/day . The gastrointestinal tract negatively regulates the absorption of manganese: High manganese intake decreases intestinal absorption but increases biliary and pancreatic excretion . The manganese turnover is rapid, and the mean retention is 10 days after digestion . It has been reported that 2 μM Mn2+ endowed THP1 (human monocyte line) with antivirus capability in vitro . In the present study, we found Mn2+ treatment promoted DC maturation and antigen presentation capability. Besides, it was reported 5 mg/kg Mn2+ treatment enhanced the efficacy of α-PD-1/PD-L1 in murine tumor models . Additionally, another preclinical study showed that Mn2+-based nanoparticles boosted antitumor immunity by activating STING pathway . Notably, the results of a phase I clinical study showed that Mn2+ intranasal administration or inhalation augmented the effect of chemoimmunotherapy, even in patients previously failing to chemotherapy combined with α-PD-1 treatment . Importantly, Mn2+ treatment had high biosafety, and no manganese overdose-associated toxicity was observed at follow-up .
In this study, we investigated the efficacy of Mn2+ plus α-TGF-β/PD-L1 BsAb YM101, which simultaneously activated STING pathway and suppressed TGF-β and PD-1/PD-L1 signals (Fig. 10). This novel cocktail strategy had a broader antitumor spectrum and more potent antitumor activity than YM101 monotherapy. Specifically, although YM101 effectively retarded tumor growth in some immune-excluded tumor models, its antitumor effect was limited in the immune-desert tumor model. The combination therapy dramatically boosted the efficacy of YM101, especially in the poorly immunogenic tumor. The flow cytometry and RNA-seq data showed that the combination treatment significantly upregulated the densities and functions of tumor-infiltrating CD8+ T and NK cells. Besides, a series of innate and adaptive immunity-related biological processes were markedly enriched after the combination therapy. Our results indicated that this combination strategy successfully overcame the weak immunogenicity-caused treatment resistance and effectively reinvigorated adaptive antitumor immunity by stimulating innate immunity.
It was reported that Mn2+ plus α-PD-1/PD-L1 had better antitumor efficacy than α-PD-1/PD-L1 monotherapy . In the present study, we confirmed this synergistic effect. However, in immune-excluded tumor model, the antitumor effect of Mn2+ plus α-PD-1/PD-L1 was modest, significantly weaker than that of Mn2+ plus YM101. Our previous work showed that in EMT-6 model, hyperactive TGF-β signaling in the TME was related to increased collagen deposition and hampered T cell infiltration . Blocking TGF-β promoted T cell infiltration and improved the effect of α-PD-1/PD-L1 . Consistently, Mn2+ plus YM101 promoted T cell penetration into tumors. This shift from immune-excluded to immune-inflamed might contribute to the enhanced antitumor effect of Mn2+ plus YM101 therapy in high TGF-β models.
The cocktail strategy of Mn2+ plus YM101 is a potent and broad-spectrum antitumor immunotherapy. In the real world, combination therapy means a higher risk of immune-related adverse events. Although we had not observed treatment-associated toxicity in murine tumor models, further explorations are needed to confirm the safety and efficacy of this combination therapy.
In this study, we developed a novel combination therapy of Mn2+ and YM101, which simultaneously boosted innate and adaptive immunity. This novel cocktail strategy had a superior antitumor effect to YM101 monotherapy and Mn2+ plus α-PD-1/PD-L1 therapy. Further investigation indicated that Mn2+ plus YM101 treatment promoted the transformation from non-inflamed to immune-inflamed tumor: restraining CAF activity and collagen production, increasing the infiltration of effector cells, enhancing the tumor-killing activities of T cells and NKs, strengthening the antigen presentation of APCs, and upregulating the ratio of memory T cells. Generally, this combination therapy exhibited a broad antitumor spectrum even in immune-excluded and immune-desert tumors. We believed this Mn2+-based combination therapy could greatly relieve α-PD-1/PD-L1 resistance and become a universal immunotherapy strategy across all three phenotypes of tumors.
Availability of data and materials
The dataset generated during the current study is available from the corresponding author on reasonable request.
Bone marrow-derived dendritic cell
Carboxyfluorescein diacetate succinimidyl ester
Differentially expressed gene
Enzyme-linked immunosorbent assay
Gene set enrichment analysis
Major histocompatibility complex
Mixed lymphocyte reaction
Monocyte-derived dendritic cell
Peripheral blood mononuclear cell
Programmed cell death protein 1
Transforming growth factor-beta
Stimulator of interferon genes
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This work was supported by the National Natural Science Foundation of China (Nos. 82073370 and 81874120).
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The animal operations in this study were evaluated and approved by the Institutional Animal Care and Use Committee of Tongji Hospital of Huazhong University of Sciences and Technology.
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JZ, YY, and PZ were employees of Wuhan YZY Biopharma Co., Ltd.
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Yi, M., Niu, M., Zhang, J. et al. Combine and conquer: manganese synergizing anti-TGF-β/PD-L1 bispecific antibody YM101 to overcome immunotherapy resistance in non-inflamed cancers. J Hematol Oncol 14, 146 (2021). https://doi.org/10.1186/s13045-021-01155-6
- The tumor microenvironment
- Bispecific antibody
- Cancer immunotherapy