ABSTRACT
Treatment of cancer has been revolutionized by immune checkpoint blockade therapies. Despite the high rate of response in advanced melanoma, the majority of patients succumb to disease. To identify factors associated with success or failure of checkpoint therapy, we profiled transcriptomes of 16,291 individual immune cells from 48 tumor samples of melanoma patients treated with checkpoint inhibitors. Two distinct states of CD8+ T cells were defined by clustering and associated with patient tumor regression or progression. A single transcription factor, TCF7, was visualized within CD8+ T cells in fixed tumor samples and predicted positive clinical outcome in an independent cohort of checkpoint-treated patients. We delineated the epigenetic landscape and clonality of these T cell states and demonstrated enhanced antitumor immunity by targeting novel combinations of factors in exhausted cells. Our study of immune cell transcriptomes from tumors demonstrates a strategy for identifying predictors, mechanisms, and targets for enhancing checkpoint immunotherapy.
Subject(s)
CD8-Positive T-Lymphocytes/immunology , Immunotherapy/methods , Melanoma/immunology , Transcriptome , Animals , Antibodies, Monoclonal, Humanized/immunology , Antibodies, Monoclonal, Humanized/pharmacology , Antigens, CD/immunology , Antineoplastic Agents, Immunological/immunology , Antineoplastic Agents, Immunological/pharmacology , Apyrase/antagonists & inhibitors , Apyrase/immunology , Cell Line, Tumor , Humans , Leukocyte Common Antigens/antagonists & inhibitors , Leukocyte Common Antigens/immunology , Melanoma/therapy , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , T Cell Transcription Factor 1/metabolismABSTRACT
Like programmed cell death ligand 1 (PD-L1), indoleamine 2,3-dioxygenase 1 (IDO1) is known to exert immunosuppressive effects and be variably expressed in human lung cancer. However, IDO1 expression has not been well studied in lung adenocarcinoma. PD-L1 and IDO1 expression was evaluated in 261 resected lung adenocarcinomas using tissue microarrays and H-scores (cutoff: 5). We compared IDO1 and PD-L1 expression with clinical features, tumor-infiltrating lymphocytes, HLA class I molecule expression, molecular alterations, and patient outcomes. There was expression of PD-L1 in 89 (34%) and IDO1 in 74 (29%) cases, with co-expression in 49 (19%). Both PD-L1 and IDO1 were significantly associated with smoking, aggressive pathologic features, and abundant CD8+ and T-bet+ (Th1 marker) tumor-infiltrating lymphocytes. PD-L1 expression was also associated with preserved HLA class I molecule expression (p = 0.002). Compared to PD-L1+/IDO1+ and PD-L1+ only cases, significantly fewer IDO1+ only cases had abundant CD8+ and T-bet+ tumor-infiltrating lymphocytes (p < 0.001, respectively). PD-L1 expression was significantly associated with EGFR wild-type (p < 0.001) and KRAS mutants (p = 0.021), whereas isolated IDO1 expression was significantly associated with EGFR mutations (p = 0.007). As for survival, PD-L1 was a significant predictor of decreased progression-free and overall survival by univariate but not multivariate analysis, while IDO1 was not associated with progression-free or overall survival. Interestingly, there was a significant difference in the 5-year progression-free and overall survival (p = 0.004 and 0.038, respectively), where cases without PD-L1 or IDO1 expression had the longest survival, and those with PD-L1 alone had the shortest survival. While PD-L1+/-IDO1 expression is observed in association with HLA class I expression, cytotoxic T lymphocyte/Th1 microenvironments, EGFR wild-type, and KRAS mutations, isolated IDO1 expression does not demonstrate these associations, suggesting that IDO1 may serve a distinct immunosuppressive role in lung adenocarcinomas. Thus, further investigation of IDO1 may demonstrate its role as a potential biomarker for patients who undergo anti-PD-1/PD-L1 therapy.
Subject(s)
Adenocarcinoma of Lung/immunology , Adenocarcinoma/immunology , Biomarkers, Tumor/immunology , Indoleamine-Pyrrole 2,3,-Dioxygenase/biosynthesis , Lymphocytes, Tumor-Infiltrating/immunology , Adenocarcinoma/mortality , Adenocarcinoma/pathology , Adenocarcinoma of Lung/mortality , Adenocarcinoma of Lung/pathology , Adult , Aged , B7-H1 Antigen/analysis , B7-H1 Antigen/biosynthesis , Biomarkers, Tumor/analysis , Disease-Free Survival , Female , Humans , Indoleamine-Pyrrole 2,3,-Dioxygenase/analysis , Male , Middle Aged , Tumor Microenvironment/immunologyABSTRACT
High-risk skin cancer is a rare, but severe, complication associated with discoid lupus erythematosus (DLE). Chronic scar, inflammation, UVR, and immunosuppressive medications are proposed explanations for this heightened skin cancer risk; however, the exact mechanism driving skin carcinogenesis in DLE is unknown. The distinct co-localization of multiple independent skin cancers with areas of active inflammation in two DLE patients followed over 8 years strongly suggested that lupus inflammation promotes skin carcinogenesis in DLE. To investigate this clinical observation, we subjected lupus-prone MRL/lpr and control (MRL/n) mice to a skin carcinogenesis protocol. Skin tumors developed preferentially within the cutaneous lupus inflammation without scarring in MRL/lpr mice (P < 0.01). The inflammation in MRL/lpr skin was characterized by the accumulation of regulatory T cells, mast cells, M2 macrophages, and markedly elevated transforming growth factor-ß1 and IL-6 levels, which have been linked to tumor promotion. Tacrolimus treatment reduced skin inflammation and blocked cancer development in MRL/lpr mice (P = 0.0195). A similar tumor-promoting immune environment was detected in SCCs and the perilesional skin of cancer-prone DLE patients. Therefore, discoid lupus inflammation promotes skin cancer in high-risk DLE patients, and blocking the inflammation may be critical for preventing this life-threatening complication of DLE.
Subject(s)
Cytokines/metabolism , Inflammation/pathology , Lupus Erythematosus, Discoid/pathology , Skin Neoplasms/etiology , Skin/pathology , Animals , Carcinogenesis , Chronic Disease , Female , Humans , Inflammation/complications , Inflammation/metabolism , Lupus Erythematosus, Discoid/complications , Lupus Erythematosus, Discoid/metabolism , Mice , Mice, Inbred MRL lpr , Middle Aged , Skin Neoplasms/metabolism , Skin Neoplasms/pathologyABSTRACT
Ex vivo systems that incorporate features of the tumor microenvironment and model the dynamic response to immune checkpoint blockade (ICB) may facilitate efforts in precision immuno-oncology and the development of effective combination therapies. Here, we demonstrate the ability to interrogate ex vivo response to ICB using murine- and patient-derived organotypic tumor spheroids (MDOTS/PDOTS). MDOTS/PDOTS isolated from mouse and human tumors retain autologous lymphoid and myeloid cell populations and respond to ICB in short-term three-dimensional microfluidic culture. Response and resistance to ICB was recapitulated using MDOTS derived from established immunocompetent mouse tumor models. MDOTS profiling demonstrated that TBK1/IKKε inhibition enhanced response to PD-1 blockade, which effectively predicted tumor response in vivo Systematic profiling of secreted cytokines in PDOTS captured key features associated with response and resistance to PD-1 blockade. Thus, MDOTS/PDOTS profiling represents a novel platform to evaluate ICB using established murine models as well as clinically relevant patient specimens.Significance: Resistance to PD-1 blockade remains a challenge for many patients, and biomarkers to guide treatment are lacking. Here, we demonstrate feasibility of ex vivo profiling of PD-1 blockade to interrogate the tumor immune microenvironment, develop therapeutic combinations, and facilitate precision immuno-oncology efforts. Cancer Discov; 8(2); 196-215. ©2017 AACR.See related commentary by Balko and Sosman, p. 143See related article by Deng et al., p. 216This article is highlighted in the In This Issue feature, p. 127.
Subject(s)
Antineoplastic Agents, Immunological/pharmacology , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Animals , Cell Culture Techniques , Cell Line, Tumor , Cytokines/metabolism , Drug Resistance, Neoplasm , Flow Cytometry , Humans , Immunohistochemistry , Immunophenotyping , Mice , Microfluidic Analytical Techniques , Programmed Cell Death 1 Receptor/metabolism , Spheroids, Cellular , Time-Lapse Imaging , Tumor Cells, CulturedABSTRACT
BACKGROUND: Actinic keratosis is a precursor to cutaneous squamous cell carcinoma. Long treatment durations and severe side effects have limited the efficacy of current actinic keratosis treatments. Thymic stromal lymphopoietin (TSLP) is an epithelium-derived cytokine that induces a robust antitumor immunity in barrier-defective skin. Here, we investigated the efficacy of calcipotriol, a topical TSLP inducer, in combination with 5-fluorouracil (5-FU) as an immunotherapy for actinic keratosis. METHODS: The mechanism of calcipotriol action against skin carcinogenesis was examined in genetically engineered mouse models. The efficacy and safety of 0.005% calcipotriol ointment combined with 5% 5-FU cream were compared with Vaseline plus 5-FU for the field treatment of actinic keratosis in a randomized, double-blind clinical trial involving 131 participants. The assigned treatment was self-applied to the entirety of the qualified anatomical sites (face, scalp, and upper extremities) twice daily for 4 consecutive days. The percentage of reduction in the number of actinic keratoses (primary outcome), local skin reactions, and immune activation parameters were assessed. RESULTS: Calcipotriol suppressed skin cancer development in mice in a TSLP-dependent manner. Four-day application of calcipotriol plus 5-FU versus Vaseline plus 5-FU led to an 87.8% versus 26.3% mean reduction in the number of actinic keratoses in participants (P < 0.0001). Importantly, calcipotriol plus 5-FU treatment induced TSLP, HLA class II, and natural killer cell group 2D (NKG2D) ligand expression in the lesional keratinocytes associated with a marked CD4+ T cell infiltration, which peaked on days 10-11 after treatment, without pain, crusting, or ulceration. CONCLUSION: Our findings demonstrate the synergistic effects of calcipotriol and 5-FU treatment in optimally activating a CD4+ T cell-mediated immunity against actinic keratoses and, potentially, cancers of the skin and other organs. TRIAL REGISTRATION: ClinicalTrials.gov NCT02019355. FUNDING: Not applicable (investigator-initiated clinical trial).
Subject(s)
Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Carcinoma, Squamous Cell/drug therapy , Keratosis, Actinic/drug therapy , Precancerous Conditions/drug therapy , Skin Neoplasms/drug therapy , Administration, Topical , Aged , Aged, 80 and over , Animals , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/pathology , Calcitriol/administration & dosage , Calcitriol/analogs & derivatives , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/immunology , Carcinoma, Squamous Cell/pathology , Cytokines/genetics , Cytokines/immunology , Female , Fluorouracil/administration & dosage , Humans , Immunity, Cellular/drug effects , Immunity, Cellular/genetics , Keratosis, Actinic/genetics , Keratosis, Actinic/immunology , Keratosis, Actinic/pathology , Male , Mice , Mice, Transgenic , Middle Aged , Precancerous Conditions/genetics , Precancerous Conditions/immunology , Precancerous Conditions/pathology , Skin Neoplasms/genetics , Skin Neoplasms/immunology , Skin Neoplasms/pathology , Thymic Stromal LymphopoietinABSTRACT
Treatment with immune checkpoint blockade (CPB) therapies often leads to prolonged responses in patients with metastatic melanoma, but the common mechanisms of primary and acquired resistance to these agents remain incompletely characterized and have yet to be validated in large cohorts. By analyzing longitudinal tumor biopsies from 17 metastatic melanoma patients treated with CPB therapies, we observed point mutations, deletions or loss of heterozygosity (LOH) in beta-2-microglobulin (B2M), an essential component of MHC class I antigen presentation, in 29.4% of patients with progressing disease. In two independent cohorts of melanoma patients treated with anti-CTLA4 and anti-PD1, respectively, we find that B2M LOH is enriched threefold in non-responders (~30%) compared to responders (~10%) and associated with poorer overall survival. Loss of both copies of B2M is found only in non-responders. B2M loss is likely a common mechanism of resistance to therapies targeting CTLA4 or PD1.
Subject(s)
Antibodies, Monoclonal/therapeutic use , Antigen Presentation/drug effects , Drug Resistance, Neoplasm/drug effects , Melanoma/drug therapy , Animals , Antibodies, Monoclonal/immunology , Antigen Presentation/genetics , CTLA-4 Antigen/immunology , Drug Resistance, Neoplasm/genetics , Female , Humans , Loss of Heterozygosity , Melanoma/genetics , Melanoma/pathology , Mice, Inbred C57BL , Mice, Knockout , Neoplasm Metastasis , Neoplasms, Experimental/drug therapy , Neoplasms, Experimental/genetics , Neoplasms, Experimental/pathology , Point Mutation , Programmed Cell Death 1 Receptor/immunology , beta 2-Microglobulin/geneticsABSTRACT
Circulating tumor cells (CTC) are emerging as a powerful prognostic and predictive biomarker in several types of cancer, including breast, colon, and prostate. Studies of CTC in metastasis and further development of CTC as a biomarker in cancer have been limited by the inability to repetitively monitor CTC in mouse models of cancer. We have validated a method to enumerate CTC in blood samples obtained from living mice using a modified version of an in vitro diagnostic system for quantifying CTC in patients. Different routes of blood collection were tested to identify a method to reproducibly recover CTC from tumor-bearing mice without interference from contaminating normal murine epithelial cells. CTC are present in blood samples from mice bearing orthotopic xenografts of several different breast cancer cell lines and primary breast cancer cells from patient biopsies. We also show that this technology can be used for serial monitoring of CTC in mouse xenograft models of human breast cancer. These results establish a new method for studying CTC in mouse models of epithelial cancer, providing the foundation for studies of molecular regulation of CTC in cancer and CTC as biomarker for therapeutic efficacy.
Subject(s)
Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , Neoplastic Cells, Circulating , Animals , Biomarkers, Tumor , Biopsy , Cell Line, Tumor , Humans , Medical Oncology/methods , Mice , Mice, Nude , Mice, SCID , Neoplasm Metastasis , Neoplasm TransplantationABSTRACT
Mycoplasma penetrans is a mycoplasma with unique morphology, recently identified in urine samples collected from HIV-infected patients. This mycoplasma has been found to be statistically associated with HIV infection, and to be cytopathic in vitro. The dominant antigen recognized during natural and experimental infections is an abundant lipoprotein, P35, which, upon extraction, segregates in the Triton X-114 detergent phase. It is used as the basis of M. penetrans-specific serological assays. Although mycoplasma lipoproteins, including M. penetrans P35, are the main antigens recognized by the host humoral immune response, very little is known about the nature of the epitopes involved. Immunoelectron microscopy revealed that all P35 is exposed at the cell surface and is distributed all over the membrane. P35 linear B-epitopes were mapped by an ELISA approach based on a set of overlapping peptides covering the entire mature polypeptide. The immunoreactivity of the peptides was first tested with sera from immunized animals. The dominant B-epitopes were found at the C- and N-terminal regions, in partial agreement with algorithmic predictions. Patient sera were evaluated with the same assay. Only some reacted with linear epitopes whereas others did not, indicating the importance of P35 nonsequential epitopes. Statistical analysis of the results allowed the definition of a set of peptides which were clearly immunodominant. Finally, the P35-encoding gene was modified by in vitro mutagenesis to allow the production and purification of a recombinant protein (rP35delta0) in Escherichia coil. The antigenicity of rP35delta0 was tested by Western blotting and compared to that of another recombinant product, rP35delta3, a truncated P35 polypeptide. Although rP35delta0 reacted with the M. penetrans-seropositive patient sera tested, rP35delta3 was only immunoreactive with one of six sera. This result confirmed that P35-nonsequential epitopes dominate during M. penetrans infection. Our results have important implications for the understanding of lipoprotein antigenicity during mycoplasma infections. In addition, the P35-derived immunodominant synthetic peptides defined in this study, as well as the purified rP35delta0, provide the antigenic material for the necessary improvement of M. penetrans serological assays.