Supplementary title page. Figure S1: CD38 on anti-PD-L1 resistant tumor cells is up-regulated, which is associated with tumor progression. Figure S2: anti-PD-L1 resistant tumors demonstrate the distinct mRNA and protein profiling for immune signature, reflecting the upregulation of CD38. Figure S3: PD-1/PD-L1 blockade results in CD38 up-regulation and acquired resistance in KP-derived lung and melanoma transplantation tumors. Figure S4: Tumor-associated PD-L1 promotes tumor growth but PD-L1 knockout cancer cells still form tumors. Figure S5: PD-L1 knockout effect on tumor growth is CD8 T cell-dependent. Figure S6: CD38 up-regulation after anti-PD-L1 treatment is associated with all-trans retinoic acid signaling. Figure S7: IFN-b, which is enriched in anti-PD-L1 treated tumors, up-regulates CD38 expression on multiple cancer cell lines. Figure S8: IRF1, which links ATRA and IFN-b, is upregulated after anti-PD-L1 treatment. Figure S9: IFN-g, TNF-a, IL-2, and IL-1b don''t regulate CD38 expression on lung cancer cells. Figure S10: The anti-PD-L1 resistant tumors demonstrate an immune suppressive microenvironment. Figure S11: CD38 substantially changes in vivo tumor formation of PD-L1KO cancer cells, but does not change in vitro cell growth rate and cell cycle. Figure S12: The elimination of PD-L1KOCD38negative cancer cells is CD8+ T cell dependent. Figure S13: CD38 on tumor cells inhibits CD8+ T cell function and protects tumor cells from CD8+ T cell killing. Figure S14: CD38-mediated CD8+TIL dysfunction is not affected by tumor growth rate/tumor size. Figure S15: CD38 expression in cancer cell lines and patient tissues, which is associated with the differentiated immune features. Figure S16: CD38 or PD-L1 expression is not correlated with overall survival in early-stage lung cancer. Figure S17: Pre-treatment levels of CD38 and PD-L1 expression in NSCLC patients who received anti-PD-1/PD-L1 therapy, as divided by clinical outcome. Figure S18: The effect of cancer immunotherapy by anti-CD38 is CD8 T cell dependent. Figure S19: Combined inhibitors of CD38 and PD-L1 inhibits tumor growth and metastases. Figure S20: The co-inhibition of PD-L1 and CD38 leads to a favorable antitumor immune microenvironment. Figure S21: Sequential treatment of anti-PD-L1 and anti-CD38 results in enhanced immune response in tumor microenvironment. Figure S22: anti-mouse CD38 antibody (NIMR-5) does not directly kill tumor cells through ADCC and CDC, but causes CD38 internalization. Table S2: Tumor immune markers with the greatest differential transcriptional levels after anti-PD-L1 treatment. Table S6: The most changed immune-related genes after anti-PD-L1 treatment. Table S9:The correlation between CD38 and suppressive immune markers in LUAD dataset. Table S10: The correlation between CD38 and suppressive immune markers in LUSC dataset. Table S11: The available NSCLC patients with CD38 and PD-L1 tumor cell IHC staining and responses to anti-PD-1 therapy. Table S12: The co-inhibition effect of PD-L1 and CD38 on tumor growth and metastasis. Supplementary Material and Methods: Reagents, Cells and Mice, CRISPR/Cas9 Editing, Antibody-mediated Cell Depletion, CD8+ T Cell Adoptive Transfer, mRNA Profiling of Murine Tumors, Flow Cytometry, Nanostring Analysis, qRT-PCR and Western Blotting, Liquid Chromatography-Mass Spectrometry (LC-MS) Analysis, Histologic Analysis, ELISA and RPPA, ADCC/CDC and Internalization Assays, Human Samples, Statistics. Supplementary references
Patient sample information as well as CD38 and PD-L1 IHC score in lung cancer tissue microarray bank TMA3.
Supplemental Figure S2 - PDF file 1093K,Cromolyn suppresses Panc-02 PDAC growth in vivo. Tumor size was measured at 21 days after treatment. (A) The mean tumor sizes in the saline-treated and cromolyn-treated groups were 575 and 234 mm3, respectively. A P value of 0.0003 was determined using Student's t-test. Mast cells degranulation in tumor site (arrows) were identified by Toluidine blue staining (B) placebo treated control (C) cromolyn treatment group. Scale bar is 100 �m
Supplemental Figure S1 PDF file 96K, Mast cell-derived IL-13 signaling is Stat6 expression and phosphorylation independent. (A) Total Stat6 and phosphorylated Stat6 protein expression was measured in total cell lysates of PSC by western blot. Lane 1: PSC in control medium, lane 2: PSC in mast cell conditioned medium, and lane 3: PSC in mast cell conditioned medium with blocking IL-13 antibody. (B) Quantification of total Stat6 and phosphorylated Stat6 expression was evaluated by Image J software. �-tubulin was used to normalize the expression density
Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest cancers. It has an excessive desmoplastic stroma that can limit the intratumoral delivery of chemotherapy drugs, and protect tumor cells against radiotherapy. Therefore, both stromal and tumor compartments need to be addressed in order to effectively treat PDAC. We hereby co-deliver a sonic hedgehog inhibitor, cyclopamine (CPA), and a cytotoxic chemotherapy drug paclitaxel (PTX) with a polymeric micelle formulation (M-CPA/PTX). CPA can deplete the stroma-producing cancer-associated fibroblasts (CAFs), while PTX can inhibit tumor proliferation. Here we show that in clinically relevant PDAC models, M-CPA effectively modulates stroma by increasing microvessel density, alleviating hypoxia, reducing matrix stiffness while maintaining the tumor-restraining function of extracellular matrix. M-CPA/PTX also significantly extends animal survival by suppressing tumor growth and lowering the percentages of poorly to moderately differentiated tumor phenotypes. Our study suggests that using multifunctional nanoparticles to simultaneously target stromal and tumor compartments is a promising strategy for PDAC therapy.
The primary role of the skin, the largest organ of the body, is to provide barrier function. While preventing desiccation of our internal milieu is its main task, evolution equipped our skin with additional mechanisms to deal with our environment. The immune function of the skin is an excellent example. Within the skin are all the components needed to initiate the immune response. Moreover, environmental agents that interact with the skin can induce regulatory processes that affect distant immune reactions. A prominent example is the ultraviolet (UV) radiation present in sunlight. UV radiation is a complete carcinogen and the primary cause of melanoma and nonmelanoma skin cancer, the most prevalent types of cancer found in the industrialized world. Furthermore, UV induces immune suppression and the immune suppression induced by UV radiation is a well-recognized risk factor for skin cancer induction. The focus of this article is to review the immune modulation that results after UV exposure of the skin, an immunotoxin that all humans are exposed to on a daily bases. Moreover, I will attempt to illustrate the mechanisms by which other dermal immunotoxins modulate immune reactivity.
Tuberculosis is one of the leading causes of human morbidity and mortality. Mycobacterium tuberculosis (Mtb) employs different strategies to evade and counterattack immune responses persisting for years. Mast cells are crucial during innate immune responses, and help clear infections via inflammation or by direct antibacterial activity through extracellular traps (MCETs). Whether Mtb induce MCETs production is unknown. In this study, we report that viable Mtb did not induce DNA release by mast cells, but heat killed Mtb (HK-Mtb) did. DNA released by mast cells after stimulation with HK-Mtb was complexed with histone and tryptase. MCETs induced with PMA and HK-Mtb were unable to kill live Mtb bacilli. Mast cells stimulated with HK-Mtb induced hydrogen peroxide production, whereas cells stimulated with viable Mtb did not. Moreover, MCETs induction by HK-Mtb was dependent of NADPH oxidase activity, because its blockade resulted in a diminished DNA release by mast cells. Interestingly, catalase deficient Mtb induced a significant production of hydrogen peroxide and DNA release by mast cells, indicating that catalase produced by Mtb prevents MCETs release by degrading hydrogen peroxide. Our findings show a new strategy employed by Mtb to overcome the immune response through inhibiting MCETs formation, which could be relevant during early stages of infection.
Abstract Although treatment with immune checkpoint inhibitors provides promising benefit for patients with cancer, optimal use is encumbered by high resistance rates and requires a thorough understanding of resistance mechanisms. We observed that tumors treated with PD-1/PD-L1 blocking antibodies develop resistance through the upregulation of CD38, which is induced by all-trans retinoic acid and IFNβ in the tumor microenvironment. In vitro and in vivo studies demonstrate that CD38 inhibits CD8+ T-cell function via adenosine receptor signaling and that CD38 or adenosine receptor blockade are effective strategies to overcome the resistance. Large data sets of human tumors reveal expression of CD38 in a subset of tumors with high levels of basal or treatment-induced T-cell infiltration, where immune checkpoint therapies are thought to be most effective. These findings provide a novel mechanism of acquired resistance to immune checkpoint therapy and an opportunity to expand their efficacy in cancer treatment. Significance: CD38 is a major mechanism of acquired resistance to PD-1/PD-L1 blockade, causing CD8+ T-cell suppression. Coinhibition of CD38 and PD-L1 improves antitumor immune response. Biomarker assessment in patient cohorts suggests that a combination strategy is applicable to a large percentage of patients in whom PD-1/PD-L1 blockade is currently indicated. Cancer Discov; 8(9); 1156–75. ©2018 AACR. See related commentary by Mittal et al., p. 1066. This article is highlighted in the In This Issue feature, p. 1047
79 Background: Although immune checkpoint inhibitors including PD-L1 blockade provide significant clinical benefit for patients with lung cancer, barriers to immunotherapy clinical successes have been due to a high rate of resistance. The therapeutic improvement requires a thorough understanding of the biological process of resistance. Until recently, there have been only a few studies reporting the mechanisms of resistance to PD-L1 blockade. The mechanistic basis remains poorly defined. Methods: In multiple immunocompetent syngeneic and K-rasLA1/+p53R172H?g/+ spontaneous animal models of lung cancer, we have explored the resistance mechanisms using pharmacological and genetic approaches (monoclonal antibody treatment and CRISPR/Cas9-mediated editing). The molecular and immune profiles of the tumor microenvironment were evaluated. More importantly, to determine the applicability to patients with lung cancer, we analyzed 259 patients specimens with IHC staining and mined many immune markers in TCGA adeno and squamous datasets. Results: We identified the up-regulation of CD38 on tumor cells as well as enrichment of CD38highTregs and CD38highMDSCs in tumor as the markers of treatment resistance. We observed the same resistance mechanism caused by CD38 in PD-L1 KO mice bearing PD-L1 KO Lewis lung tumors edited with the CRISPR/Cas9 system. Furthermore, by manipulating CD38 on a panel of lung cancer cell lines, in vitro and in vivo data demonstrates that CD38 inhibits CD8+ T cell proliferation, antitumor cytokine secretion, and tumor cell killing capability. To test whether CD38 blockade might be therapeutically efficacious to anti-PD-L1 resistance, we applied the combination therapy of anti-CD38 and anti-PD-L1 and demonstrated dramatic therapeutic benefit on primary tumor growth and metastasis. Additionally, in 259 lung patients, 18.5% of cases exhibited positive staining for CD38 on tumor cells, showing a great potential benefit for treating lung patients. Conclusions: CD38 is defined as a novel immune checkpoint and acts as a mechanism of resistance in the context of PD-L1 therapy. Targeting this novel immune checkpoint may broaden the benefit of PD-L1/PD-1 axis blockade for lung cancer treatment.
Although immune checkpoint inhibitors of the PD-1/PD-L1 axis provide significant clinical benefit for patients with lung cancer, effective use of these agents is encumbered by a high rate of primary or acquired resistance. Strategies for optimal therapeutic application of immunotherapy require a thorough understanding of resistance mechanisms. To date, there have been only a few studies reporting potential mechanisms of resistance to PD-1/PD-L1 blockade. In multiple immunocompetent syngeneic and spontaneous animal models of K-ras/p53 mutant lung cancer, we explored the resistance mechanisms to PD-1/PD-L1 blockade using both pharmacologic and genetic approaches (therapeutic antibody treatment and CRISPR/Cas9-mediated editing). The molecular and immune profiles of the tumor microenvironment were evaluated. Additionally, to determine the applicability to patients with lung cancer, we analyzed 259 tumor specimens with IHC staining and mRNA expression, and further confirmed the analyses in publically-available TCGA datasets. In multiple models of antibody blockade and genetic knockout of PD-L1, we identified the up-regulation of CD38 on tumor cells as a marker of treatment resistance. Furthermore, by manipulating CD38 on a panel of lung cancer cell lines we demonstrated in vitro and in vivo that CD38 expression inhibits CD8+ T cell proliferation, anti-tumor cytokine secretion, and tumor cell killing capability. The T cell suppressive effect is dependent upon the ectoenzyme activity of CD38 that regulates the extracellular levels of adenosine. To test whether CD38 blockade might be therapeutically efficacious to prevent anti-PD-L1/PD-1 resistance, we applied combination therapy with anti-CD38 and anti-PD-L1 and demonstrated dramatic therapeutic benefit on primary tumor growth and metastasis. Additionally, in a set of 259 resected lung cancer specimens, ∼15% exhibited positive staining for CD38 on tumor cells, and the expression correlated with cytolytic T cell score and an immune/inflammatory signature across multiple large datasets. CD38 was found to be a novel mechanism for tumor escape from immune checkpoint PD-1/PD-L1 inhibitor therapy. Targeting this resistance pathway may broaden the benefit of PD-L1/PD-1 axis blockade for lung cancer treatment.
Mast cells are part of the immune system and characteristically contain histamine- and heparin-rich basophilic granules. While these cells are usually associated with allergy and anaphylaxis, they also promote wound healing and angiogenesis and confer protection against pathogens. The presence of these cells is sometimes indicative of a poor prognosis, especially in skin cancer, pancreatic cancer, and lymphoma. Toluidine blue staining of acid-fast granules is an established method for the identification and quantification of mast cells. Generating detailed information on the location of mast cells within tissues is problematic using this technique and often requires serial sections from adjacent tissue to be separately stained with hematoxylin and eosin (H&E). Staining serial sections is not always possible, particularly if the sample is very small or rare. In such cases, a method of simultaneously identifying and localizing mast cells in a tissue would be advantageous. Toluidine blue and H&E are not commonly combined because H&E includes repetitive washes in water, which may affect the efficacy of the aqueous-soluble toluidine blue. We have developed and tested a novel staining technique that integrates toluidine blue between hematoxylin and eosin in one simple procedure. This protocol works on both frozen and formalin-fixed, paraffin-embedded tissue and readily allows for the identification of purple-stained mast cells against a clean H&E background. This facilitates a more accurate localization and proper counting of mast cells in normal and affected tissue.
Although strategies incorporating immune checkpoint inhibition, e.g. PD-1/PD-L1 blockade, are achieving unprecedented successes and increasingly becoming incorporated into standard of care regimens for cancer patients, high rates of resistance still limit the potential efficacy. Therapeutic improvement requires a thorough understanding of the biological process of resistance. To date there have been few studies reporting mechanisms of resistance to PD-L1 blockade. We have explored the resistance mechanisms to functional PD-L1 loss in preclinical lung cancer models by using pharmacological and genetic approaches (PD-L1 blocking antibody treatment or CRISPR/Cas9-mediated deletion of PD-L1 on tumor cells). The molecular and immune profiles of the tumor microenvironment were evaluated in mutant K-ras/p53 (KP) GEM lung cancer models and multiple immunocompetent syngeneic models (both KP and Lewis lung cancer). Additionally, to determine the applicability of the results to patients with lung cancer, we analyzed 259 patient tumor specimens with IHC staining and evaluated the immune markers in TCGA datasets (adenocarcinoma and squamous) and the MD Anderson PROSPECT dataset. We observed that lung tumors gained resistance to anti-PD-L1 antibody treatment over time, and that the up-regulation of CD38 on tumor cells accounted for the treatment resistance. We also observed the same resistance mechanism caused by CD38 up-regulation in PD-L1 KO mice bearing PD-L1 KO Lewis lung tumors generated with the CRISPR/Cas9 system. Manipulation of CD38 on a panel of lung cancer cell lines, demonstrated that CD38 inhibits CD8+ T cell proliferation, antitumor cytokine secretion, and tumor cell killing capability in vitro and in vivo. Furthermore, to test whether CD38 blockade might be therapeutically efficacious to counter anti-PD-L1 resistance, we applied the combination therapy of anti-CD38 and anti-PD-L1 in lung cancer animal models and demonstrated dramatic therapeutic benefit on primary tumor growth and metastasis. Bioinformatic analyses of the patient tumor databases revealed a strong correlation between CD38 expression and an immune suppressive inflammatory signature. Finally, in 259 lung cancer specimens, 18.5% of cases exhibited positive staining for CD38 on tumor cells. Based upon our studies, we conclude that the up-regulation of CD38 on tumor cells is a major mechanism of resistance to anti-PD-L1 therapy, and that CD38 is a novel immune checkpoint that inhibits CD8+ T cell function. The blockade of CD38 and PD-L1 is a rational combination to prevent immune resistance and increase the response rate for lung cancer patients. Citation Format: Limo Chen, Lixia Diao, Yongbin Yang, Xiaohui Yi, Jaime Rodriguez, Youhong Fan, Leticia Rodriguez, Jared Fradette, Christin Ungewiss, Jonothan Roybal, Jingfen Zhu, Jing Wang, Lauren Byers, Stephen Ullrich, Ignacio Wistuba, John Heymach, Xiao-Feng Qin, Don Gibbons. CD38 blockade overcomes the immune resistance to anti-PD-L1 therapy by boosting CD8 T cell response [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 567. doi:10.1158/1538-7445.AM2017-567
Ultraviolet (UV)-irradiated keratinocytes secrete the lipid mediator of inflammation, platelet-activating factor (PAF). PAF plays an essential role in UV-induced immune suppression and skin cancer induction. Dermal mast cell migration from the skin to the draining lymph nodes plays a prominent role in activating systemic immune suppression. UV-induced PAF activates mast cell migration by up-regulating mast cell CXCR4 surface expression. Recent findings indicate that PAF up-regulates CXCR4 expression via histone acetylation. UV-induced PAF also activates cell cycle arrest and disrupts DNA repair, in part by increasing p21 expression. Do epigenetic alterations play a role in p21 up-regulation? Here we show that PAF increases Acetyl-CREB-binding protein (CBP/p300) histone acetyltransferase expression in a time and dose-dependent fashion. Partial deletion of the HAT domain in the CBP gene, blocked these effects. Chromatin immunoprecipitation assays indicated that PAF-treatment activated the acetylation of the p21 promoter. PAF-treatment had no effect on other acetylating enzymes (GCN5L2, PCAF) indicating it is not a global activator of histone acetylation. This study provides further evidence that PAF activates epigenetic mechanisms to affect important cellular processes, and we suggest this bioactive lipid can serve as a link between the environment and the epigenome.
Cancer cells modulate the recruitment and function of inflammatory cells to create an immunosuppressive microenvironment that favors tumor growth and metastasis. However, the tumor-derived regulatory programs that promote intratumoral immunosuppression remain poorly defined. Here, we show in a Kras(LA1/+)p53(R172H Delta g/+)-based mouse model that bone morphogenetic protein-4 (BMP4) augments the expression of the T cell co-inhibitory receptor ligand PD-L1 in the mesenchymal subset of lung cancer cells, leading to profound CD8(+) T cell-mediated immunosuppression, producing tumor growth and metastasis. We previously reported in this model that BMP4 functions as a pro-tumorigenic factor regulated by miR-200 via GATA4/6. Thus, BMP4-mediated immunosuppression is part of a larger miR-200-directed gene expression program in tumors that promotes tumor progression, which could have important implications for cancer treatment.