ABSTRACT
Immune checkpoint inhibitors (ICIs) produce durable responses in some melanoma patients, but many patients derive no clinical benefit, and the molecular underpinnings of such resistance remain elusive. Here, we leveraged single-cell RNA sequencing (scRNA-seq) from 33 melanoma tumors and computational analyses to interrogate malignant cell states that promote immune evasion. We identified a resistance program expressed by malignant cells that is associated with T cell exclusion and immune evasion. The program is expressed prior to immunotherapy, characterizes cold niches in situ, and predicts clinical responses to anti-PD-1 therapy in an independent cohort of 112 melanoma patients. CDK4/6-inhibition represses this program in individual malignant cells, induces senescence, and reduces melanoma tumor outgrowth in mouse models in vivo when given in combination with immunotherapy. Our study provides a high-resolution landscape of ICI-resistant cell states, identifies clinically predictive signatures, and suggests new therapeutic strategies to overcome immunotherapy resistance.
Subject(s)
Antineoplastic Agents/therapeutic use , Cyclin-Dependent Kinase 4/antagonists & inhibitors , Cyclin-Dependent Kinase 6/antagonists & inhibitors , Melanoma/immunology , Protein Kinase Inhibitors/therapeutic use , T-Lymphocytes/immunology , Tumor Escape , Aged , Aged, 80 and over , Animals , Antineoplastic Agents/pharmacology , Cell Line, Tumor , Female , Humans , Immunotherapy/methods , Male , Melanoma/drug therapy , Melanoma/therapy , Mice , Mice, Inbred C57BL , Middle Aged , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Protein Kinase Inhibitors/pharmacologyABSTRACT
Although immunotherapy has achieved impressive durable clinical responses, many cancers respond only temporarily or not at all to immunotherapy. To find novel, targetable mechanisms of resistance to immunotherapy, patient-derived melanoma cell lines were transduced with 576 open reading frames, or exposed to arrayed libraries of 850 bioactive compounds, prior to co-culture with autologous tumor-infiltrating lymphocytes (TILs). The synergy between the targets and TILs to induce apoptosis, and the mechanisms of inhibiting resistance to TILs were interrogated. Gene expression analyses were performed on tumor samples from patients undergoing immunotherapy for metastatic melanoma. Finally, the effect of inhibiting the top targets on the efficacy of immunotherapy was investigated in multiple preclinical models. Aurora kinase was identified as a mediator of melanoma cell resistance to T-cell-mediated cytotoxicity in both complementary screens. Aurora kinase inhibitors were validated to synergize with T-cell-mediated cytotoxicity in vitro. The Aurora kinase inhibition-mediated sensitivity to T-cell cytotoxicity was shown to be partially driven by p21-mediated induction of cellular senescence. The expression levels of Aurora kinase and related proteins were inversely correlated with immune infiltration, response to immunotherapy and survival in melanoma patients. Aurora kinase inhibition showed variable responses in combination with immunotherapy in vivo, suggesting its activity is modified by other factors in the tumor microenvironment. These data suggest that Aurora kinase inhibition enhances T-cell cytotoxicity in vitro and can potentiate antitumor immunity in vivo in some but not all settings. Further studies are required to determine the mechanism of primary resistance to this therapeutic intervention.
Subject(s)
Aurora Kinase A/metabolism , Aurora Kinase B/metabolism , Drug Resistance, Neoplasm/immunology , Immunotherapy/methods , Lymphocytes, Tumor-Infiltrating/immunology , Melanoma/immunology , T-Lymphocytes, Cytotoxic/transplantation , Animals , Apoptosis , Aurora Kinase A/antagonists & inhibitors , Aurora Kinase A/genetics , Aurora Kinase B/antagonists & inhibitors , Aurora Kinase B/genetics , Cell Proliferation , Female , Humans , Melanoma/genetics , Melanoma/metabolism , Melanoma/therapy , Mice , Prognosis , Survival Rate , T-Lymphocytes, Cytotoxic/immunology , Tumor Cells, Cultured , Tumor Microenvironment/immunology , Xenograft Model Antitumor AssaysABSTRACT
BACKGROUND AND OBJECTIVES: Adoptive T-cell therapies (ACTs) using expansion of tumor-infiltrating lymphocyte (TIL) populations are of great interest for advanced malignancies, with promising response rates in trial settings. However, postoperative outcomes following pulmonary TIL harvest have not been widely documented, and surgeons may be hesitant to operate in the setting of widespread disease. METHODS: Patients who underwent pulmonary TIL harvest were identified, and postoperative outcomes were studied, including pulmonary, cardiovascular, infectious, and wound complications. RESULTS: 83 patients met inclusion criteria. Pulmonary TIL harvest was undertaken primarily via a thoracoscopy with a median operative blood loss and duration of 30 ml and 65 min, respectively. The median length of stay was 2 days. Postoperative events were rare, occurring in only five (6%) patients, including two discharged with a chest tube, one discharged with oxygen, one episode of urinary retention, and one blood transfusion. No reoperations occurred. The median time from TIL harvest to ACT infusion was 37 days. CONCLUSIONS: Pulmonary TIL harvest is safe and feasible, without major postoperative events in our cohort. All patients were able to receive intended ACT infusion without delays. Therefore, thoracic surgeons should actively participate in ongoing ACT trials and aggressively seek to enroll patients on these protocols.
Subject(s)
Immunotherapy, Adoptive/methods , Lung Neoplasms/therapy , Lymphocytes, Tumor-Infiltrating/immunology , Melanoma/therapy , Pulmonary Surgical Procedures/methods , Adult , Feasibility Studies , Female , Follow-Up Studies , Humans , Lung Neoplasms/immunology , Lung Neoplasms/secondary , Male , Melanoma/immunology , Melanoma/pathology , Middle Aged , Postoperative Care , Prognosis , Prospective StudiesABSTRACT
The pervasive use of therapeutic antibodies targeting programmed cell death protein 1 (PD-1) to boost anti-tumor immunity has positioned this approach to become the standard-of-care for some solid tumor malignancies. However, little is known as to how blockade of PD-1 may alter the function or phenotype of tumor-infiltrating lymphocytes (TIL). We used our ongoing Phase II clinical trial of pembrolizumab for patients with rare solid tumors from various types (NCT02721732) with matched core biopsies taken at baseline and after initial dose of anti-PD-1 (15-21 days post-dose) to elucidate this question. One fresh core needle biopsy was used to propagate TIL ex vivo to analyze phenotype and function using flow cytometry in both CD8+ and CD4+ TIL populations. An enriched CTLA-4 expression in the CD4+ TIL population was observed in TIL expanded from the on-treatment samples compared to TIL expanded from the matched baseline (n = 22, p = 0.0007) but was not observed in patients who experienced tumor regression. Impact on functionality was evaluated by measuring secretion of 65 soluble factors by expanded TIL from 26 patients at baseline and on-treatment. The CD8+ TIL population demonstrated a diminished cytokine secretion profile post-pembrolizumab. Overall, our study assesses the ramifications of one dose of anti-PD-1 on TIL in rare solid tumor types.
Subject(s)
Antibodies, Monoclonal, Humanized/administration & dosage , B7-H1 Antigen , CD4-Positive T-Lymphocytes , CD8-Positive T-Lymphocytes , Lymphocytes, Tumor-Infiltrating , Neoplasm Proteins , Neoplasms , Rare Diseases , B7-H1 Antigen/antagonists & inhibitors , B7-H1 Antigen/immunology , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/pathology , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/pathology , CTLA-4 Antigen/immunology , Female , Gene Expression Regulation, Neoplastic/drug effects , Gene Expression Regulation, Neoplastic/immunology , Humans , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/pathology , Male , Middle Aged , Neoplasm Proteins/antagonists & inhibitors , Neoplasm Proteins/immunology , Neoplasms/drug therapy , Neoplasms/immunology , Neoplasms/pathology , Rare Diseases/drug therapy , Rare Diseases/immunology , Rare Diseases/pathologyABSTRACT
BACKGROUND: Immunotherapy has become a powerful treatment option for several solid tumor types. The presence of tumor-infiltrating lymphocytes (TIL) is correlated with better prognosis in ovarian cancer, pointing at the possibility to benefit from harnessing their anti-tumor activity. This preclinical study explores the feasibility of adoptive cell therapy (ACT) with TIL using an improved culture method. METHODS: TIL from high-grade serous ovarian cancer were cultured using a combination of IL-2 with agonistic antibodies targeting 4-1BB and CD3. The cells were phenotyped using flow cytometry in the fresh tissue and after expansion. Tumor reactivity was assessed against HLA-matched ovarian cancer cell lines via IFN-γ ELISPOT. RESULTS: Ovarian cancer is highly infiltrated with CD8+ TIL that are preferentially and robustly expanded with the addition of the agonistic antibodies. With a 95% success rate, the TIL are grown to ≥ 100 × 106 cells in 2-3 weeks without over differentiation. In addition, the CD8+ TIL grown with this method showed HLA-restricted tumor recognition. CONCLUSIONS: These results indicate the viability of TIL ACT for refractory ovarian cancer by allowing for the large expansion of anti-tumor TIL in a short time and consistent manner.
Subject(s)
CD8-Positive T-Lymphocytes/immunology , Chemoradiotherapy , Cystadenocarcinoma, Serous/therapy , Immunotherapy/methods , Lymphocytes, Tumor-Infiltrating/immunology , Ovarian Neoplasms/therapy , Salvage Therapy , Cystadenocarcinoma, Serous/immunology , Cystadenocarcinoma, Serous/secondary , Cytotoxicity, Immunologic/immunology , Female , Follow-Up Studies , Humans , Lymphocyte Activation , Ovarian Neoplasms/immunology , Ovarian Neoplasms/pathology , PrognosisABSTRACT
Adoptive immunotherapy retargeting T cells to CD19 via a chimeric antigen receptor (CAR) is an investigational treatment capable of inducing complete tumor regression of B-cell malignancies when there is sustained survival of infused cells. T-memory stem cells (TSCM) retain superior potential for long-lived persistence, but challenges exist in manufacturing this T-cell subset because they are rare among circulating lymphocytes. We report a clinically relevant approach to generating CAR+ T cells with preserved TSCM potential using the Sleeping Beauty platform. Because IL-15 is fundamental to T-cell memory, we incorporated its costimulatory properties by coexpressing CAR with a membrane-bound chimeric IL-15 (mbIL15). The mbIL15-CAR T cells signaled through signal transducer and activator of transcription 5 to yield improved T-cell persistence independent of CAR signaling, without apparent autonomous growth or transformation, and achieved potent rejection of CD19+ leukemia. Long-lived T cells were CD45ROnegCCR7+CD95+, phenotypically most similar to TSCM, and possessed a memory-like transcriptional profile. Overall, these results demonstrate that CAR+ T cells can develop long-term persistence with a memory stem-cell phenotype sustained by signaling through mbIL15. This observation warrants evaluation in clinical trials.
Subject(s)
Interleukin-15/metabolism , Neoplasms, Experimental/therapy , Receptors, Antigen, T-Cell/metabolism , T-Lymphocyte Subsets/physiology , Animals , Antigens, CD19/metabolism , Humans , Immunotherapy, Adoptive , Lymphocyte Activation , Mice , Precursor Cells, T-Lymphoid/physiology , Recombinant Fusion Proteins/metabolism , Signal TransductionABSTRACT
BACKGROUND: While clinical outcomes following immunotherapy have shown an association with tumor mutation load using whole exome sequencing (WES), its clinical applicability is currently limited by cost and bioinformatics requirements. METHODS: We developed a method to accurately derive the predicted total mutation load (PTML) within individual tumors from a small set of genes that can be used in clinical next generation sequencing (NGS) panels. PTML was derived from the actual total mutation load (ATML) of 575 distinct melanoma and lung cancer samples and validated using independent melanoma (n = 312) and lung cancer (n = 217) cohorts. The correlation of PTML status with clinical outcome, following distinct immunotherapies, was assessed using the Kaplan-Meier method. RESULTS: PTML (derived from 170 genes) was highly correlated with ATML in cutaneous melanoma and lung adenocarcinoma validation cohorts (R2 = 0.73 and R2 = 0.82, respectively). PTML was strongly associated with clinical outcome to ipilimumab (anti-CTLA-4, three cohorts) and adoptive T-cell therapy (1 cohort) clinical outcome in melanoma. Clinical benefit from pembrolizumab (anti-PD-1) in lung cancer was also shown to significantly correlate with PTML status (log rank P value < 0.05 in all cohorts). CONCLUSIONS: The approach of using small NGS gene panels, already applied to guide employment of targeted therapies, may have utility in the personalized use of immunotherapy in cancer.
Subject(s)
Adenocarcinoma/genetics , Adenocarcinoma/therapy , Immunotherapy/methods , Lung Neoplasms/genetics , Lung Neoplasms/therapy , Melanoma/genetics , Melanoma/therapy , Mutation , Skin Neoplasms/genetics , Skin Neoplasms/therapy , Adenocarcinoma/immunology , Adenocarcinoma of Lung , Algorithms , Antibodies, Monoclonal/therapeutic use , CTLA-4 Antigen/antagonists & inhibitors , CTLA-4 Antigen/immunology , Cohort Studies , Exome , Female , Humans , Immunotherapy, Adoptive/methods , Ipilimumab , Lung Neoplasms/immunology , Male , Melanoma/immunology , Middle Aged , Skin Neoplasms/immunology , T-Lymphocytes/immunology , T-Lymphocytes/transplantation , Tumor Burden/genetics , Melanoma, Cutaneous MalignantABSTRACT
BACKGROUND: Tumor-infiltrating lymphocyte (TIL) therapy has shown efficacy in metastatic melanoma, non-small cell lung cancer, and other solid tumors. Our preclinical work demonstrated more robust CD8 predominant TIL production when agonistic anti-4-1BB and CD3 antibodies were used in early ex vivo TIL culture. METHODS: Patients with treatment-refractory metastatic colorectal (CRC), pancreatic (PDAC) and ovarian (OVCA) cancers were eligible. Lymphodepleting chemotherapy was followed by infusion of ex vivo expanded TIL, manufactured at MD Anderson Cancer Center with IL-2 and agonistic stimulation of CD3 and 4-1BB (urelumab). Patients received up to six doses of high-dose IL-2 after TIL infusion. Primary endpoint was evaluation of objective response rate at 12 weeks using Response Evaluation Criteria in Solid Tumors version 1.1 with secondary endpoints including disease control rate (DCR), duration of response, progression-free survival (PFS), overall survival (OS), and safety. RESULTS: 17 patients underwent TIL harvest and 16 were treated on protocol (NCT03610490), including 8 CRC, 5 PDAC, and 3 OVCA patients. Median age was 57.5 (range 33-70) and 50% were females. Median number of lines of prior therapy was 2 (range 1-8). No responses were observed at 12 weeks. Ten subjects achieved at least one stable disease (SD) assessment for a DCR of 62.5% (95% CI 35.4% to 84.8%). Best response included prolonged SD in a patient with PDAC lasting 17 months. Median PFS and OS across cohorts were 2.53 months (95% CI 1.54 to 4.11) and 18.86 months (95% CI 4.86 to NR), respectively. Grade 3 or higher toxicities attributable to therapy were seen in 14 subjects (87.5%; 95% CI 61.7% to 98.4%). Infusion product analysis showed the presence of effector memory cells with high expression of CD39 irrespective of tumor type and low expression of checkpoint markers. CONCLUSIONS: TIL manufactured with assistance of 4-1BB and CD3 agonism is feasible and treatment is associated with no new safety signals. While no responses were observed, a significant portion of patients achieved SD suggesting early/partial immunological effect. Further research is required to identify factors associated with resistance and functionally enhance T cells for a more effective therapy.
Subject(s)
Carcinoma, Non-Small-Cell Lung , Carcinoma, Pancreatic Ductal , Colorectal Neoplasms , Lung Neoplasms , Ovarian Neoplasms , Pancreatic Neoplasms , Humans , Female , Middle Aged , Lymphocytes, Tumor-Infiltrating , Carcinoma, Non-Small-Cell Lung/drug therapy , Interleukin-2/therapeutic use , Lung Neoplasms/drug therapy , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/metabolism , Ovarian Neoplasms/drug therapy , Carcinoma, Pancreatic Ductal/drug therapy , Carcinoma, Ovarian Epithelial/drug therapy , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/metabolismABSTRACT
Adoptive cell transfer (ACT) of in vitro expanded tumor-infiltrating lymphocytes (TIL) for the treatment of patients with advanced stages of metastatic melanoma remains one of the most beneficial therapies eliciting long-lasting responses. Methods and protocols used to expand TIL have evolved over time, utilizing different culture devices and other tools, to streamline and maximize the end product in both numbers and quality. Summarized in this chapter are the latest protocols used in the TIL program at MDACC.
Subject(s)
Lymphocytes, Tumor-Infiltrating , Melanoma , CD8-Positive T-Lymphocytes , Humans , Immunotherapy, Adoptive/methods , Lymphocytes, Tumor-Infiltrating/pathology , Melanoma/pathology , Melanoma/therapyABSTRACT
BACKGROUND: The correlation between elevated T-cell infiltration and improved survival of ovarian cancer (OvCa) patients suggests that endogenous tumor-infiltrating lymphocytes (TIL) possess some degree of antitumor activity that can be harnessed for OvCa immunotherapy. We previously optimized a protocol for ex vivo OvCa TIL expansion for adoptive cell therapy, which is now being tested in a clinical trial at our institution (NCT03610490). Building on this success, we embarked on genetic modification of OvCa TIL to overcome key immunosuppressive factors present in the tumor microenvironment. Here, we present the preclinical optimization of CRISPR/Cas9-mediated knockout of the TGF-ß receptor 2 (TGFBR2) in patient-derived OvCa TIL. METHODS: OvCa TILs were generated from four patients' tumor samples obtained at surgical resection and subjected to CRISPR/Cas9-mediated knockout of TGFBR2 before undergoing a rapid expansion protocol. TGFBR2-directed gRNAs were comprehensively evaluated for their TGFBR2 knockout efficiency and off-target activity. Furthermore, the impact of TGFBR2 knockout on TIL expansion, function, and downstream signaling was assayed. RESULTS: TGFBR2 knockout efficiencies ranging from 59±6% to 100%±0% were achieved using 5 gRNAs tested in four independent OvCa TIL samples. TGFBR2 knockout TIL were resistant to immunosuppressive TGF-ß signaling as evidenced by a lack of SMAD phosphorylation, a lack of global transcriptional changes in response to TGF-ß stimulation, equally strong secretion of proinflammatory cytokines in the presence and absence of TGF-ß, and improved cytotoxicity in the presence of TGF-ß. CRISPR-modification itself did not alter the ex vivo expansion efficiency, immunophenotype, nor the TCR clonal diversity of OvCa TIL. Importantly for clinical translation, comprehensive analysis of CRISPR off-target effects revealed no evidence of off-target activity for our top two TGFBR2-targeting gRNAs. CONCLUSIONS: CRISPR/Cas9-mediated gene knockout is feasible and efficient in patient-derived OvCa TIL using clinically-scalable methods. We achieved efficient and specific TGFBR2 knockout, yielding an expanded OvCa TIL product that was resistant to the immunosuppressive effects of TGF-ß. This study lays the groundwork for clinical translation of CRISPR-modified TIL, providing opportunities for engineering more potent TIL therapies not only for OvCa treatment, but for the treatment of other solid cancers as well.
Subject(s)
Lymphocytes, Tumor-Infiltrating , Ovarian Neoplasms , Carcinoma, Ovarian Epithelial/pathology , Female , Humans , Immunotherapy, Adoptive/methods , Lymphocytes, Tumor-Infiltrating/pathology , Ovarian Neoplasms/genetics , Ovarian Neoplasms/pathology , Ovarian Neoplasms/therapy , Receptor, Transforming Growth Factor-beta Type II/genetics , Transforming Growth Factor beta/genetics , Tumor MicroenvironmentABSTRACT
Pancreatic ductal adenocarcinoma (PDAC) has few effective treatments. Immunotherapy, an attractive alternative strategy, remains challenging with the lack of knowledge on the tumor-infiltrating lymphocyte (TIL) landscape in PDAC. To generate a reference of T-cell subpopulations, we profiled 80,000 T cells from 57 PDAC samples, 22 uninvolved/normal samples, and cultured TIL using single-cell transcriptomic and T-cell receptor analysis. These data revealed 20 cell states and heterogeneous distributions of TIL populations. The CD8+ TIL contained a putative transitional GZMK+ population based on T-cell receptor clonotype sharing, and cell-state trajectory analysis showed similarity to a GZMB+PRF1+ cytotoxic and a CXCL13+ dysfunctional population. Statistical analysis suggested that certain TIL states, such as dysfunctional and inhibitory populations, often occurred together. Finally, analysis of cultured TIL revealed that high-frequency clones from effector populations were preferentially expanded. These data provide a framework for understanding the PDAC TIL landscape for future TIL use in immunotherapy for PDAC. SIGNIFICANCE: To improve the efficacy of immunotherapy in PDAC, there is a great need to understand the PDAC TIL landscape. This study represents a reference of PDAC TIL subpopulations and their relationships and provides a foundation upon which to base future immunotherapeutic efforts. This article is highlighted in the In This Issue feature, p. 2221.
Subject(s)
Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/therapy , Humans , Lymphocytes, Tumor-Infiltrating , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/therapy , Receptors, Antigen, T-Cell , Pancreatic NeoplasmsABSTRACT
BACKGROUND: Adoptive cell transfer (ACT) of tumor-infiltrating lymphocytes (TIL) yielded clinical benefit in patients with checkpoint blockade immunotherapy-refractory non-small cell lung cancer (NSCLC) prompting a renewed interest in TIL-ACT. This preclinical study explores the feasibility of producing a NSCLC TIL product with sufficient numbers and enhanced attributes using an improved culture method. METHODS: TIL from resected NSCLC tumors were initially cultured using (1) the traditional method using interleukin (IL)-2 alone in 24-well plates (TIL 1.0) or (2) IL-2 in combination with agonistic antibodies against CD3 and 4-1BB (Urelumab) in a G-Rex flask (TIL 3.0). TIL subsequently underwent a rapid expansion protocol (REP) with anti-CD3. Before and after the REP, expanded TIL were phenotyped and the complementarity-determining region 3 ß variable region of the T-cell receptor (TCR) was sequenced to assess the T-cell repertoire. RESULTS: TIL 3.0 robustly expanded NSCLC TIL while enriching for CD8+ TIL in a shorter manufacturing time when compared with the traditional TIL 1.0 method, achieving a higher success rate and producing 5.3-fold more TIL per successful expansion. The higher proliferative capacity and CD8 content of TIL 3.0 was also observed after the REP. Both steps of expansion did not terminally differentiate/exhaust the TIL but a lesser differentiated population was observed after the first step. TIL initially expanded with the 3.0 method exhibited higher breadth of clonotypes than TIL 1.0 corresponding to a higher repertoire homology with the original tumor, including a higher proportion of the top 10 most prevalent clones from the tumor. TIL 3.0 also retained a higher proportion of putative tumor-specific TCR when compared with TIL 1.0. Numerical expansion of TIL in a REP was found to perturb the clonal hierarchy and lessen the proportion of putative tumor-specific TIL from the TIL 3.0 process. CONCLUSIONS: We report the feasibility of robustly expanding a T-cell repertoire recapitulating the clonal hierarchy of the T cells in the NSCLC tumor, including a large number of putative tumor-specific TIL clones, using the TIL 3.0 methodology. If scaled up and employed as a sole expansion platform, the robustness and speed of TIL 3.0 may facilitate the testing of TIL-ACT approaches in NSCLC.
Subject(s)
CD3 Complex/immunology , Carcinoma, Non-Small-Cell Lung/genetics , Interleukin-2/metabolism , Lung Neoplasms/genetics , Lymphocytes, Tumor-Infiltrating/immunology , Translational Research, Biomedical/methods , Tumor Necrosis Factor Receptor Superfamily, Member 9/immunology , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/pathology , Female , Humans , Lung Neoplasms/pathology , Male , Middle AgedABSTRACT
PURPOSE: Advances in biological measurement technologies are enabling large-scale studies of patient cohorts across multiple omics platforms. Holistic analysis of these data can generate actionable insights for translational research and necessitate new approaches for data integration and mining. METHODS: We present a novel approach for integrating data across platforms on the basis of the shared nearest neighbors algorithm and use it to create a network of multiplatform data from the immunogenomic profiling of non-small-cell lung cancer project. RESULTS: Benchmarking demonstrates that the shared nearest neighbors-based network approach outperforms a traditional gene-gene network in capturing established interactions while providing new ones on the basis of the interplay between measurements from different platforms. When used to examine patient characteristics of interest, our approach provided signatures associated with and new leads related to recurrence and TP53 oncogenotype. CONCLUSION: The network developed offers an unprecedented, holistic view into immunogenomic profiling of non-small-cell lung cancer, which can be explored through the accompanying interactive browser that we built.
Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Carcinoma, Non-Small-Cell Lung/genetics , Cluster Analysis , Gene Expression Profiling , Humans , Lung Neoplasms/genetics , SoftwareABSTRACT
PURPOSE: Adoptive cell therapy (ACT) of tumor-infiltrating lymphocytes (TIL) historically yields a 40%-50% response rate in metastatic melanoma. However, the determinants of outcome are largely unknown. EXPERIMENTAL DESIGN: We investigated tumor-based genomic correlates of overall survival (OS), progression-free survival (PFS), and response to therapy by interrogating tumor samples initially collected to generate TIL infusion products. RESULTS: Whole-exome sequencing (WES) data from 64 samples indicated a positive correlation between neoantigen load and OS, but not PFS or response to therapy. RNA sequencing analysis of 34 samples showed that expression of PDE1C, RTKN2, and NGFR was enriched in responders who had improved PFS and OS. In contrast, the expression of ELFN1 was enriched in patients with unfavorable response, poor PFS and OS, whereas enhanced methylation of ELFN1 was observed in patients with favorable outcomes. Expression of ELFN1, NGFR, and PDE1C was mainly found in cancer-associated fibroblasts and endothelial cells in tumor tissues across different cancer types in publicly available single-cell RNA sequencing datasets, suggesting a role for elements of the tumor microenvironment in defining the outcome of TIL therapy. CONCLUSIONS: Our findings suggest that transcriptional features of melanomas correlate with outcomes after TIL therapy and may provide candidates to guide patient selection.
Subject(s)
Melanoma , Neoplasms, Second Primary , Cell- and Tissue-Based Therapy , Endothelial Cells/pathology , Genomics , Humans , Immunotherapy, Adoptive , Lymphocytes, Tumor-Infiltrating , Melanoma/genetics , Melanoma/therapy , Neoplasms, Second Primary/pathology , Tumor Microenvironment/geneticsABSTRACT
Melanoma cells display distinct intrinsic phenotypic states. Here, we seek to characterize the molecular regulation of these states using multi-omic analyses of whole exome, transcriptome, microRNA, long non-coding RNA and DNA methylation data together with reverse-phase protein array data on a panel of 68 highly annotated early passage melanoma cell lines. We demonstrate that clearly defined cancer cell intrinsic transcriptomic programs are maintained in melanoma cells ex vivo and remain highly conserved within melanoma tumors, are associated with distinct immune features within tumors, and differentially correlate with checkpoint inhibitor and adoptive T cell therapy efficacy. Through integrative analyses we demonstrate highly complex multi-omic regulation of melanoma cell intrinsic programs that provide key insights into the molecular maintenance of phenotypic states. These findings have implications for cancer biology and the identification of new therapeutic strategies. Further, these deeply characterized cell lines will serve as an invaluable resource for future research in the field.
Subject(s)
Melanoma , MicroRNAs , RNA, Long Noncoding , DNA Methylation , Humans , Melanoma/metabolism , Melanoma/pathology , MicroRNAs/metabolism , RNA, Long Noncoding/metabolism , TranscriptomeABSTRACT
Current influenza vaccines containing primarily hypervariable haemagglutinin and neuraminidase proteins must be prepared against frequent new antigenic variants. Therefore, there is an ongoing effort to develop influenza vaccines that also elicit strong and sustained cytotoxic responses against highly conserved determinants such as the matrix (M1) protein and nucleoprotein (NP). However, their antigenic presentation properties in humans are less defined. Accordingly, we analysed MHC class I and class II presentation of endogenously processed M1 and NP in human antigen presenting cells and observed expansion of both CD8(+)- and CD4(+)-specific effector T lymphocytes secreting gamma interferon and tumour necrosis factor. Further enhancement of basal MHC-II antigenic presentation did not improve CD4(+) or CD8(+) T-cell quality based on cytokine production upon challenge, suggesting that endogenous M1 and NP MHC-II presentation is sufficient. These new insights about T-lymphocyte expansion following endogenous M1 and NP MHC-I and -II presentation will be important to design complementary heterosubtypic vaccination strategies.
Subject(s)
Antigen Presentation , Histocompatibility Antigens Class I/metabolism , Influenza A Virus, H1N1 Subtype/immunology , RNA-Binding Proteins/immunology , Viral Core Proteins/immunology , Viral Matrix Proteins/immunology , CD4-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/immunology , Cell Proliferation , Cells, Cultured , Histocompatibility Antigens Class I/immunology , Humans , Interferon-gamma/metabolism , Nucleocapsid Proteins , Tumor Necrosis Factor-alpha/metabolismABSTRACT
Polyfunctionality is the capacity of a T-cell to execute a variety of effector functions mainly mediated by production of cytokines, chemokines, and cytolytic enzymes. Studies in anti-viral immunity have acknowledged the importance of polyfunctionality in the clearance of infections and maintenance of protection. Although accepted in the field, this concept has not been as well characterized in cancer immunology. Here, we report the polyfunctionality profile analysis of a CD8(+) T-cell clone isolated from a lung cancer patient and directed against Dickkopf-1, a potentially new tumor-associated antigen (TAA). The clone showed Tc1/Th1 effector tendencies confirmed by secretion of cytokines such as IFN-γ, IP-10, MIP-1ß, MIP-1α, IL-2, GM-CSF, and expression of cytolytic enzyme granzyme B. This secretion profile is of particular interest in the context of an anti-tumor response. Although secretion of IL-5 and IL-13 was also detected, absence of IL-4 and IL-10 opposes the idea of cytokine-dependent Th1 inhibition. Establishing a comprehensive cytokine secretion profile may help predict T cells' specific response against a novel TAA in a peptide vaccination context. It may further help in selecting clones with an optimal functional profile from the peripheral blood of cancer patients for expansion and adoptive cell transfer therapy.
Subject(s)
Autoantigens/metabolism , CD8-Positive T-Lymphocytes/metabolism , Immunotherapy, Adoptive , Intercellular Signaling Peptides and Proteins/metabolism , Lung Neoplasms/metabolism , Antigens, Neoplasm/immunology , Antigens, Neoplasm/metabolism , Autoantigens/immunology , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/pathology , Clone Cells , Computational Biology , Cytokines/metabolism , Cytotoxicity, Immunologic , Epitope Mapping , Epitopes, T-Lymphocyte/chemistry , Epitopes, T-Lymphocyte/metabolism , Granzymes/metabolism , HLA-A Antigens/metabolism , HLA-A2 Antigen , Humans , Intercellular Signaling Peptides and Proteins/immunology , Lung Neoplasms/immunology , Lung Neoplasms/pathology , Peptide Fragments/immunology , Peptide Fragments/metabolism , Protein Binding , Th1 Cells/immunologyABSTRACT
Previous cancer vaccination approaches have shown some efficiency in generating measurable immune responses, but they have rarely led to tumor regression. It is therefore possible that tumors emerge with the capacity to down-regulate immune counterparts, through the local production of immunosuppressive molecules, such as IDO. Although it is known that IDO exerts suppressive effects on T cell functions, the mechanisms of IDO regulation in tumor cells remain to be characterized. Here, we demonstrate that activated T cells can induce functional IDO expression in breast and kidney tumor cell lines, and that this is partly attributable to IFN-gamma. Moreover, we found that IL-13, a Th2 cytokine, has a negative modulatory effect on IDO expression. Furthermore, we report IDO expression in the majority of breast and kidney carcinoma samples, with infiltration of activated Th1-polarized T cells in human tumors. These findings demonstrate complex control of immune activity within tumors. Future immune therapeutic interventions should thus include strategies to counteract these negative mechanisms.
Subject(s)
Breast Neoplasms/immunology , Carcinoma, Renal Cell/immunology , Gene Expression Regulation, Enzymologic/immunology , Indoleamine-Pyrrole 2,3,-Dioxygenase/biosynthesis , Lymphocyte Activation/immunology , Th1 Cells/immunology , Th2 Cells/immunology , Breast Neoplasms/enzymology , Breast Neoplasms/pathology , Carcinoma, Renal Cell/enzymology , Carcinoma, Renal Cell/pathology , Cell Line, Tumor , Cell Movement/immunology , Coculture Techniques , Humans , Immunophenotyping , Indoleamine-Pyrrole 2,3,-Dioxygenase/genetics , Indoleamine-Pyrrole 2,3,-Dioxygenase/physiology , Interferon-gamma/metabolism , Interferon-gamma/physiology , Lymphocyte Activation/genetics , Lymphocytes, Tumor-Infiltrating/enzymology , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/pathology , Th1 Cells/enzymology , Th1 Cells/metabolism , Th1 Cells/pathology , Th2 Cells/enzymology , Th2 Cells/pathology , Tumor Cells, CulturedABSTRACT
BACKGROUND: The adoptive transfer of tumor-infiltrating lymphocytes (TIL) has demonstrated robust efficacy in metastatic melanoma patients. Tumor antigen-loaded dendritic cells (DCs) are believed to optimally activate antigen-specific T lymphocytes. We hypothesized that the combined transfer of TIL, containing a melanoma antigen recognized by T cells 1 (MART-1) specific population, with MART-1-pulsed DC will result in enhanced proliferation and prolonged survival of transferred MART-1 specific T cells in vivo ultimately leading to improved clinical responses. DESIGN: We tested the combination of TIL and DC in a phase II clinical trial of patients with advanced stage IV melanoma. HLA-A0201 patients whose early TIL cultures demonstrated reactivity to MART-1 peptide were randomly assigned to receive TIL alone or TIL +DC pulsed with MART-1 peptide. The primary endpoint was to evaluate the persistence of MART-1 TIL in the two arms. Secondary endpoints were to evaluate clinical response and survival. RESULTS: Ten patients were given TIL alone while eight patients received TIL+DC vaccine. Infused MART-1 reactive CD8+ TIL were tracked in the blood over time by flow cytometry and results show good persistence in both arms, with no difference in the persistence of MART-1 between the two arms. The objective response rate was 30% (3/10) in the TIL arm and 50% (4/8) in the TIL+DC arm. All treatments were well tolerated. CONCLUSIONS: The combination of TIL +DC showed no difference in the persistence of MART-1 TIL compared with TIL therapy alone. Although more patients showed a clinical response to TIL+DC therapy, this study was not powered to resolve differences between groups. TRIAL REGISTRATION NUMBER: NCT00338377.
Subject(s)
Cancer Vaccines/therapeutic use , Dendritic Cells/transplantation , Immunotherapy, Adoptive , Lymphocyte Depletion , Lymphocytes, Tumor-Infiltrating/transplantation , Melanoma/therapy , Skin Neoplasms/therapy , T-Lymphocytes/transplantation , Adolescent , Adult , Cancer Vaccines/adverse effects , Combined Modality Therapy , Dendritic Cells/immunology , Dendritic Cells/metabolism , Female , Humans , Immunotherapy, Adoptive/adverse effects , Lymphocyte Depletion/adverse effects , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/metabolism , MART-1 Antigen/immunology , MART-1 Antigen/metabolism , Male , Melanoma/immunology , Melanoma/metabolism , Melanoma/secondary , Middle Aged , Neoplasm Staging , Skin Neoplasms/immunology , Skin Neoplasms/metabolism , Skin Neoplasms/pathology , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Time Factors , Treatment Outcome , Young AdultABSTRACT
BACKGROUND: Neoantigen (NeoAg) peptides displayed at the tumor cell surface by human leukocyte antigen molecules show exquisite tumor specificity and can elicit T cell mediated tumor rejection. However, few NeoAgs are predicted to be shared between patients, and none to date have demonstrated therapeutic value in the context of vaccination. METHODS: We report here a phase I trial of personalized NeoAg peptide vaccination (PPV) of 24 stage III/IV non-small cell lung cancer (NSCLC) patients who had previously progressed following multiple conventional therapies, including surgery, radiation, chemotherapy, and tyrosine kinase inhibitors (TKIs). Primary endpoints of the trial evaluated feasibility, tolerability, and safety of the personalized vaccination approach, and secondary trial endpoints assessed tumor-specific immune reactivity and clinical responses. Of the 16 patients with epidermal growth factor receptor (EGFR) mutations, nine continued TKI therapy concurrent with PPV and seven patients received PPV alone. RESULTS: Out of 29 patients enrolled in the trial, 24 were immunized with personalized NeoAg peptides. Aside from transient rash, fatigue and/or fever observed in three patients, no other treatment-related adverse events were observed. Median progression-free survival and overall survival of the 24 vaccinated patients were 6.0 and 8.9 months, respectively. Within 3-4 months following initiation of PPV, seven RECIST-based objective clinical responses including one complete response were observed. Notably, all seven clinical responders had EGFR-mutated tumors, including four patients that had continued TKI therapy concurrently with PPV. Immune monitoring showed that five of the seven responding patients demonstrated vaccine-induced T cell responses against EGFR NeoAg peptides. Furthermore, two highly shared EGFR mutations (L858R and T790M) were shown to be immunogenic in four of the responding patients, all of whom demonstrated increases in peripheral blood neoantigen-specific CD8+ T cell frequencies during the course of PPV. CONCLUSIONS: These results show that personalized NeoAg vaccination is feasible and safe for advanced-stage NSCLC patients. The clinical and immune responses observed following PPV suggest that EGFR mutations constitute shared, immunogenic neoantigens with promising immunotherapeutic potential for large subsets of NSCLC patients. Furthermore, PPV with concurrent EGFR inhibitor therapy was well tolerated and may have contributed to the induction of PPV-induced T cell responses.