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1.
Nat Immunol ; 23(6): 904-915, 2022 06.
Article in English | MEDLINE | ID: mdl-35618834

ABSTRACT

Malignancy can be suppressed by the immune system. However, the classes of immunosurveillance responses and their mode of tumor sensing remain incompletely understood. Here, we show that although clear cell renal cell carcinoma (ccRCC) was infiltrated by exhaustion-phenotype CD8+ T cells that negatively correlated with patient prognosis, chromophobe RCC (chRCC) had abundant infiltration of granzyme A-expressing intraepithelial type 1 innate lymphoid cells (ILC1s) that positively associated with patient survival. Interleukin-15 (IL-15) promoted ILC1 granzyme A expression and cytotoxicity, and IL-15 expression in chRCC tumor tissue positively tracked with the ILC1 response. An ILC1 gene signature also predicted survival of a subset of breast cancer patients in association with IL-15 expression. Notably, ILC1s directly interacted with cancer cells, and IL-15 produced by cancer cells supported the expansion and anti-tumor function of ILC1s in a murine breast cancer model. Thus, ILC1 sensing of cancer cell IL-15 defines an immunosurveillance mechanism of epithelial malignancies.


Subject(s)
Breast Neoplasms , Interleukin-15/metabolism , Animals , Breast Neoplasms/genetics , CD8-Positive T-Lymphocytes , Female , Granzymes , Humans , Immunity, Innate , Lymphocytes , Mice
2.
Immunity ; 56(11): 2555-2569.e5, 2023 Nov 14.
Article in English | MEDLINE | ID: mdl-37967531

ABSTRACT

Tumors develop by invoking a supportive environment characterized by aberrant angiogenesis and infiltration of tumor-associated macrophages (TAMs). In a transgenic model of breast cancer, we found that TAMs localized to the tumor parenchyma and were smaller than mammary tissue macrophages. TAMs had low activity of the metabolic regulator mammalian/mechanistic target of rapamycin complex 1 (mTORC1), and depletion of negative regulator of mTORC1 signaling, tuberous sclerosis complex 1 (TSC1), in TAMs inhibited tumor growth in a manner independent of adaptive lymphocytes. Whereas wild-type TAMs exhibited inflammatory and angiogenic gene expression profiles, TSC1-deficient TAMs had a pro-resolving phenotype. TSC1-deficient TAMs relocated to a perivascular niche, depleted protein C receptor (PROCR)-expressing endovascular endothelial progenitor cells, and rectified the hyperpermeable blood vasculature, causing tumor tissue hypoxia and cancer cell death. TSC1-deficient TAMs were metabolically active and effectively eliminated PROCR-expressing endothelial cells in cell competition experiments. Thus, TAMs exhibit a TSC1-dependent mTORC1-low state, and increasing mTORC1 signaling promotes a pro-resolving state that suppresses tumor growth, defining an innate immune tumor suppression pathway that may be exploited for cancer immunotherapy.


Subject(s)
Endothelial Progenitor Cells , Tumor Suppressor Proteins , Animals , Humans , TOR Serine-Threonine Kinases/metabolism , Tuberous Sclerosis Complex 1 Protein/genetics , Tumor-Associated Macrophages/metabolism , Endothelial Progenitor Cells/metabolism , Endothelial Protein C Receptor , Mechanistic Target of Rapamycin Complex 1 , Neovascularization, Pathologic , Mammals
3.
Cell ; 170(6): 1096-1108.e13, 2017 Sep 07.
Article in English | MEDLINE | ID: mdl-28886380

ABSTRACT

Regulatory T cells (Tregs) play a pivotal role in the inhibition of anti-tumor immune responses. Understanding the mechanisms governing Treg homeostasis may therefore be important for development of effective tumor immunotherapy. We have recently demonstrated a key role for the canonical nuclear factor κB (NF-κB) subunits, p65 and c-Rel, in Treg identity and function. In this report, we show that NF-κB c-Rel ablation specifically impairs the generation and maintenance of the activated Treg (aTreg) subset, which is known to be enriched at sites of tumors. Using mouse models, we demonstrate that melanoma growth is drastically reduced in mice lacking c-Rel, but not p65, in Tregs. Moreover, chemical inhibition of c-Rel function delayed melanoma growth by impairing aTreg-mediated immunosuppression and potentiated the effects of anti-PD-1 immunotherapy. Our studies therefore establish inhibition of NF-κB c-Rel as a viable therapeutic approach for enhancing checkpoint-targeting immunotherapy protocols.


Subject(s)
Immunotherapy/methods , Melanoma/immunology , Melanoma/pathology , NF-kappa B/antagonists & inhibitors , Proto-Oncogene Proteins c-rel/antagonists & inhibitors , T-Lymphocytes, Regulatory/immunology , Animals , Disease Models, Animal , Female , Male , Melanoma/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout , NF-kappa B/metabolism
4.
Cell ; 171(4): 934-949.e16, 2017 Nov 02.
Article in English | MEDLINE | ID: mdl-29033130

ABSTRACT

The mechanisms by which immune checkpoint blockade modulates tumor evolution during therapy are unclear. We assessed genomic changes in tumors from 68 patients with advanced melanoma, who progressed on ipilimumab or were ipilimumab-naive, before and after nivolumab initiation (CA209-038 study). Tumors were analyzed by whole-exome, transcriptome, and/or T cell receptor (TCR) sequencing. In responding patients, mutation and neoantigen load were reduced from baseline, and analysis of intratumoral heterogeneity during therapy demonstrated differential clonal evolution within tumors and putative selection against neoantigenic mutations on-therapy. Transcriptome analyses before and during nivolumab therapy revealed increases in distinct immune cell subsets, activation of specific transcriptional networks, and upregulation of immune checkpoint genes that were more pronounced in patients with response. Temporal changes in intratumoral TCR repertoire revealed expansion of T cell clones in the setting of neoantigen loss. Comprehensive genomic profiling data in this study provide insight into nivolumab's mechanism of action.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Antineoplastic Agents/therapeutic use , Immunotherapy , Melanoma/therapy , Tumor Microenvironment , Genome-Wide Association Study , Humans , Melanoma/genetics , Melanoma/immunology , Nivolumab , Programmed Cell Death 1 Receptor/antagonists & inhibitors , T-Lymphocytes , Transcriptome
5.
Immunity ; 55(11): 2044-2058.e5, 2022 11 08.
Article in English | MEDLINE | ID: mdl-36288724

ABSTRACT

Tumors are populated by antigen-presenting cells (APCs) including macrophage subsets with distinct origins and functions. Here, we examined how cancer impacts mononuclear phagocytic APCs in a murine model of breast cancer. Tumors induced the expansion of monocyte-derived tumor-associated macrophages (TAMs) and the activation of type 1 dendritic cells (DC1s), both of which expressed and required the transcription factor interferon regulatory factor-8 (IRF8). Although DC1s mediated cytotoxic T lymphocyte (CTL) priming in tumor-draining lymph nodes, TAMs promoted CTL exhaustion in the tumor, and IRF8 was required for TAMs' ability to present cancer cell antigens. TAM-specific IRF8 deletion prevented exhaustion of cancer-cell-reactive CTLs and suppressed tumor growth. Tumors from patients with immune-infiltrated renal cell carcinoma had abundant TAMs that expressed IRF8 and were enriched for an IRF8 gene expression signature. Furthermore, the TAM-IRF8 signature co-segregated with CTL exhaustion signatures across multiple cancer types. Thus, CTL exhaustion is promoted by TAMs via IRF8.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Humans , Animals , Mice , Tumor-Associated Macrophages , Interferon Regulatory Factors/genetics , Interferon Regulatory Factors/metabolism , T-Lymphocytes, Cytotoxic , Dendritic Cells
6.
CA Cancer J Clin ; 74(2): 187-202, 2024.
Article in English | MEDLINE | ID: mdl-37880100

ABSTRACT

The progression of cancer involves a critical step in which malignant cells escape from control by the immune system. Antineoplastic agents are particularly efficient when they succeed in restoring such control (immunosurveillance) or at least establish an equilibrium state that slows down disease progression. This is true not only for immunotherapies, such as immune checkpoint inhibitors (ICIs), but also for conventional chemotherapy, targeted anticancer agents, and radiation therapy. Thus, therapeutics that stress and kill cancer cells while provoking a tumor-targeting immune response, referred to as immunogenic cell death, are particularly useful in combination with ICIs. Modern oncology regimens are increasingly using such combinations, which are referred to as chemoimmunotherapy, as well as combinations of multiple ICIs. However, the latter are generally associated with severe side effects compared with single-agent ICIs. Of note, the success of these combinatorial strategies against locally advanced or metastatic cancers is now spurring successful attempts to move them past the postoperative (adjuvant) setting to the preoperative (neoadjuvant) setting, even for patients with operable cancers. Here, the authors critically discuss the importance of immunosurveillance in modern clinical cancer management.


Subject(s)
Antineoplastic Agents , Neoplasms , Humans , Monitoring, Immunologic , Neoplasms/drug therapy , Antineoplastic Agents/therapeutic use , Immunotherapy
7.
Cell ; 162(5): 974-86, 2015 Aug 27.
Article in English | MEDLINE | ID: mdl-26317466

ABSTRACT

We show that DNA methyltransferase inhibitors (DNMTis) upregulate immune signaling in cancer through the viral defense pathway. In ovarian cancer (OC), DNMTis trigger cytosolic sensing of double-stranded RNA (dsRNA) causing a type I interferon response and apoptosis. Knocking down dsRNA sensors TLR3 and MAVS reduces this response 2-fold and blocking interferon beta or its receptor abrogates it. Upregulation of hypermethylated endogenous retrovirus (ERV) genes accompanies the response and ERV overexpression activates the response. Basal levels of ERV and viral defense gene expression significantly correlate in primary OC and the latter signature separates primary samples for multiple tumor types from The Cancer Genome Atlas into low versus high expression groups. In melanoma patients treated with an immune checkpoint therapy, high viral defense signature expression in tumors significantly associates with durable clinical response and DNMTi treatment sensitizes to anti-CTLA4 therapy in a pre-clinical melanoma model.


Subject(s)
DNA Methylation/drug effects , Interferon Type I/immunology , Melanoma/immunology , Melanoma/therapy , Animals , Azacitidine/pharmacology , Cell Line, Tumor , DNA Modification Methylases/antagonists & inhibitors , Endogenous Retroviruses/genetics , Female , Humans , Immunotherapy , Lung Neoplasms/drug therapy , Lung Neoplasms/immunology , Mice , Mice, Inbred C57BL , Ovarian Neoplasms/immunology , Ovarian Neoplasms/therapy , RNA, Double-Stranded/metabolism
9.
Cell ; 156(3): 603-616, 2014 Jan 30.
Article in English | MEDLINE | ID: mdl-24485463

ABSTRACT

Glioblastomas (GBMs) are the most common and malignant primary brain tumors and are aggressively treated with surgery, chemotherapy, and radiotherapy. Despite this treatment, recurrence is inevitable and survival has improved minimally over the last 50 years. Recent studies have suggested that GBMs exhibit both heterogeneity and instability of differentiation states and varying sensitivities of these states to radiation. Here, we employed an iterative combined theoretical and experimental strategy that takes into account tumor cellular heterogeneity and dynamically acquired radioresistance to predict the effectiveness of different radiation schedules. Using this model, we identified two delivery schedules predicted to significantly improve efficacy by taking advantage of the dynamic instability of radioresistance. These schedules led to superior survival in mice. Our interdisciplinary approach may also be applicable to other human cancer types treated with radiotherapy and, hence, may lay the foundation for significantly increasing the effectiveness of a mainstay of oncologic therapy. PAPERCLIP:


Subject(s)
Brain Neoplasms/radiotherapy , Glioblastoma/radiotherapy , Radiation Dosage , Animals , Brain Neoplasms/pathology , Glioblastoma/pathology , Humans , Mice , Models, Biological
12.
Nature ; 587(7832): 115-120, 2020 11.
Article in English | MEDLINE | ID: mdl-33087928

ABSTRACT

The immune system uses two distinct defence strategies against infections: microbe-directed pathogen destruction characterized by type 1 immunity1, and host-directed pathogen containment exemplified by type 2 immunity in induction of tissue repair2. Similar to infectious diseases, cancer progresses with self-propagating cancer cells inflicting host-tissue damage. The immunological mechanisms of cancer cell destruction are well defined3-5, but whether immune-mediated cancer cell containment can be induced remains poorly understood. Here we show that depletion of transforming growth factor-ß receptor 2 (TGFBR2) in CD4+ T cells, but not CD8+ T cells, halts cancer progression as a result of tissue healing and remodelling of the blood vasculature, causing cancer cell hypoxia and death in distant avascular regions. Notably, the host-directed protective response is dependent on the T helper 2 cytokine interleukin-4 (IL-4), but not the T helper 1 cytokine interferon-γ (IFN-γ). Thus, type 2 immunity can be mobilized as an effective tissue-level defence mechanism against cancer.


Subject(s)
Neoplasms/immunology , Neoplasms/pathology , Signal Transduction/immunology , Th2 Cells/immunology , Transforming Growth Factor beta/immunology , Animals , CD8-Positive T-Lymphocytes/immunology , Cell Death/drug effects , Cell Hypoxia , Cell Line , Disease Progression , Female , Gene Expression Regulation/immunology , Humans , Interferon-gamma/immunology , Interleukin-4/immunology , Male , Mice , Mice, Inbred C57BL , Neoplasms/blood supply , Neoplasms/metabolism , Receptor, Transforming Growth Factor-beta Type II/deficiency , Signal Transduction/drug effects , Stromal Cells/cytology , Stromal Cells/immunology , Th2 Cells/metabolism , Transforming Growth Factor beta/antagonists & inhibitors
13.
Brief Bioinform ; 25(1)2023 11 22.
Article in English | MEDLINE | ID: mdl-38233090

ABSTRACT

Immunologic recognition of peptide antigens bound to class I major histocompatibility complex (MHC) molecules is essential to both novel immunotherapeutic development and human health at large. Current methods for predicting antigen peptide immunogenicity rely primarily on simple sequence representations, which allow for some understanding of immunogenic features but provide inadequate consideration of the full scale of molecular mechanisms tied to peptide recognition. We here characterize contributions that unsupervised and supervised artificial intelligence (AI) methods can make toward understanding and predicting MHC(HLA-A2)-peptide complex immunogenicity when applied to large ensembles of molecular dynamics simulations. We first show that an unsupervised AI method allows us to identify subtle features that drive immunogenicity differences between a cancer neoantigen and its wild-type peptide counterpart. Next, we demonstrate that a supervised AI method for class I MHC(HLA-A2)-peptide complex classification significantly outperforms a sequence model on small datasets corrected for trivial sequence correlations. Furthermore, we show that both unsupervised and supervised approaches reveal determinants of immunogenicity based on time-dependent molecular fluctuations and anchor position dynamics outside the MHC binding groove. We discuss implications of these structural and dynamic immunogenicity correlates for the induction of T cell responses and therapeutic T cell receptor design.


Subject(s)
HLA-A2 Antigen , Molecular Dynamics Simulation , Humans , HLA-A2 Antigen/metabolism , Artificial Intelligence , Peptides/chemistry , Histocompatibility Antigens Class I/metabolism , Protein Binding
15.
Nature ; 569(7755): 270-274, 2019 05.
Article in English | MEDLINE | ID: mdl-31043744

ABSTRACT

Cancer immunotherapy restores or enhances the effector function of CD8+ T cells in the tumour microenvironment1,2. CD8+ T cells activated by cancer immunotherapy clear tumours mainly by inducing cell death through perforin-granzyme and Fas-Fas ligand pathways3,4. Ferroptosis is a form of cell death that differs from apoptosis and results from iron-dependent accumulation of lipid peroxide5,6. Although it has been investigated in vitro7,8, there is emerging evidence that ferroptosis might be implicated in a variety of pathological scenarios9,10. It is unclear whether, and how, ferroptosis is involved in T cell immunity and cancer immunotherapy. Here we show that immunotherapy-activated CD8+ T cells enhance ferroptosis-specific lipid peroxidation in tumour cells, and that increased ferroptosis contributes to the anti-tumour efficacy of immunotherapy. Mechanistically, interferon gamma (IFNγ) released from CD8+ T cells downregulates the expression of SLC3A2 and SLC7A11, two subunits of the glutamate-cystine antiporter system xc-, impairs the uptake of cystine by tumour cells, and as a consequence, promotes tumour cell lipid peroxidation and ferroptosis. In mouse models, depletion of cystine or cysteine by cyst(e)inase (an engineered enzyme that degrades both cystine and cysteine) in combination with checkpoint blockade synergistically enhanced T cell-mediated anti-tumour immunity and induced ferroptosis in tumour cells. Expression of system xc- was negatively associated, in cancer patients, with CD8+ T cell signature, IFNγ expression, and patient outcome. Analyses of human transcriptomes before and during nivolumab therapy revealed that clinical benefits correlate with reduced expression of SLC3A2 and increased IFNγ and CD8. Thus, T cell-promoted tumour ferroptosis is an anti-tumour mechanism, and targeting this pathway in combination with checkpoint blockade is a potential therapeutic approach.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Ferroptosis , Immunotherapy , Neoplasms/immunology , Neoplasms/therapy , Amino Acid Transport System y+/metabolism , Animals , B7-H1 Antigen/antagonists & inhibitors , Cell Line, Tumor , Cysteine/metabolism , Female , Ferroptosis/drug effects , Fusion Regulatory Protein 1, Heavy Chain/metabolism , Humans , Interferon-gamma/immunology , Lipid Peroxidation , Melanoma/genetics , Melanoma/immunology , Melanoma/metabolism , Melanoma/therapy , Mice , Neoplasms/metabolism , Nivolumab/therapeutic use , Reactive Oxygen Species/metabolism , Treatment Outcome
16.
Proc Natl Acad Sci U S A ; 119(21): e2114324119, 2022 05 24.
Article in English | MEDLINE | ID: mdl-35584120

ABSTRACT

Antiandrogen strategies remain the prostate cancer treatment backbone, but drug resistance develops. We show that androgen blockade in prostate cancer leads to derepression of retroelements (REs) followed by a double-stranded RNA (dsRNA)-stimulated interferon response that blocks tumor growth. A forward genetic approach identified H3K9 trimethylation (H3K9me3) as an essential epigenetic adaptation to antiandrogens, which enabled transcriptional silencing of REs that otherwise stimulate interferon signaling and glucocorticoid receptor expression. Elevated expression of terminal H3K9me3 writers was associated with poor patient hormonal therapy outcomes. Forced expression of H3K9me3 writers conferred resistance, whereas inhibiting H3K9-trimethylation writers and readers restored RE expression, blocking antiandrogen resistance. Our work reveals a drug resistance axis that integrates multiple cellular signaling elements and identifies potential pharmacologic vulnerabilities.


Subject(s)
Androgen Receptor Antagonists , Prostatic Neoplasms, Castration-Resistant , Androgen Antagonists/pharmacology , Androgen Antagonists/therapeutic use , Androgen Receptor Antagonists/pharmacology , Androgens/pharmacology , DNA Methylation , Drug Resistance, Neoplasm , Gene Silencing , Humans , Interferons , Male , Methylation , Nitriles/therapeutic use , Prostatic Neoplasms, Castration-Resistant/pathology , Receptors, Androgen/genetics , Receptors, Androgen/metabolism
18.
Blood ; 138(26): 2781-2798, 2021 12 30.
Article in English | MEDLINE | ID: mdl-34748628

ABSTRACT

Idiopathic aplastic anemia (IAA) is a rare autoimmune bone marrow failure (BMF) disorder initiated by a human leukocyte antigen (HLA)-restricted T-cell response to unknown antigens. As in other autoimmune disorders, the predilection for certain HLA profiles seems to represent an etiologic factor; however, the structure-function patterns involved in the self-presentation in this disease remain unclear. Herein, we analyzed the molecular landscape of HLA complexes of a cohort of 300 IAA patients and almost 3000 healthy and disease controls by deeply dissecting their genotypic configurations, functional divergence, self-antigen binding capabilities, and T-cell receptor (TCR) repertoire specificities. Specifically, analysis of the evolutionary divergence of HLA genotypes (HED) showed that IAA patients carried class II HLA molecules whose antigen-binding sites were characterized by a high level of structural homology, only partially explained by specific risk allele profiles. This pattern implies reduced HLA binding capabilities, confirmed by binding analysis of hematopoietic stem cell (HSC)-derived self-peptides. IAA phenotype was associated with the enrichment in a few amino acids at specific positions within the peptide-binding groove of DRB1 molecules, affecting the interface HLA-antigen-TCR ß and potentially constituting the basis of T-cell dysfunction and autoreactivity. When analyzing associations with clinical outcomes, low HED was associated with risk of malignant progression and worse survival, underlying reduced tumor surveillance in clearing potential neoantigens derived from mechanisms of clonal hematopoiesis. Our data shed light on the immunogenetic risk associated with IAA etiology and clonal evolution and on general pathophysiological mechanisms potentially involved in other autoimmune disorders.


Subject(s)
Anemia, Aplastic/genetics , Genes, MHC Class II , HLA-D Antigens/genetics , Adult , Alleles , Cohort Studies , Female , Genotype , Humans , Male , Middle Aged
19.
Nature ; 551(7681): 517-520, 2017 11 23.
Article in English | MEDLINE | ID: mdl-29132144

ABSTRACT

Checkpoint blockade immunotherapies enable the host immune system to recognize and destroy tumour cells. Their clinical activity has been correlated with activated T-cell recognition of neoantigens, which are tumour-specific, mutated peptides presented on the surface of cancer cells. Here we present a fitness model for tumours based on immune interactions of neoantigens that predicts response to immunotherapy. Two main factors determine neoantigen fitness: the likelihood of neoantigen presentation by the major histocompatibility complex (MHC) and subsequent recognition by T cells. We estimate these components using the relative MHC binding affinity of each neoantigen to its wild type and a nonlinear dependence on sequence similarity of neoantigens to known antigens. To describe the evolution of a heterogeneous tumour, we evaluate its fitness as a weighted effect of dominant neoantigens in the subclones of the tumour. Our model predicts survival in anti-CTLA-4-treated patients with melanoma and anti-PD-1-treated patients with lung cancer. Importantly, low-fitness neoantigens identified by our method may be leveraged for developing novel immunotherapies. By using an immune fitness model to study immunotherapy, we reveal broad similarities between the evolution of tumours and rapidly evolving pathogens.


Subject(s)
Antigens, Neoplasm/immunology , Immunotherapy , Lung Neoplasms/immunology , Lung Neoplasms/therapy , Melanoma/immunology , Melanoma/therapy , Models, Immunological , Antigen Presentation , Antigens, Neoplasm/genetics , CTLA-4 Antigen/antagonists & inhibitors , CTLA-4 Antigen/genetics , CTLA-4 Antigen/immunology , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/immunology , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/therapy , Cell Cycle Checkpoints/genetics , Cell Cycle Checkpoints/immunology , Cohort Studies , Evolution, Molecular , Humans , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Lymphocyte Activation , Melanoma/genetics , Melanoma/pathology , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Programmed Cell Death 1 Receptor/genetics , Programmed Cell Death 1 Receptor/immunology , Survival Analysis , T-Lymphocytes/immunology
20.
Nature ; 551(7681): 512-516, 2017 11 23.
Article in English | MEDLINE | ID: mdl-29132146

ABSTRACT

Pancreatic ductal adenocarcinoma is a lethal cancer with fewer than 7% of patients surviving past 5 years. T-cell immunity has been linked to the exceptional outcome of the few long-term survivors, yet the relevant antigens remain unknown. Here we use genetic, immunohistochemical and transcriptional immunoprofiling, computational biophysics, and functional assays to identify T-cell antigens in long-term survivors of pancreatic cancer. Using whole-exome sequencing and in silico neoantigen prediction, we found that tumours with both the highest neoantigen number and the most abundant CD8+ T-cell infiltrates, but neither alone, stratified patients with the longest survival. Investigating the specific neoantigen qualities promoting T-cell activation in long-term survivors, we discovered that these individuals were enriched in neoantigen qualities defined by a fitness model, and neoantigens in the tumour antigen MUC16 (also known as CA125). A neoantigen quality fitness model conferring greater immunogenicity to neoantigens with differential presentation and homology to infectious disease-derived peptides identified long-term survivors in two independent datasets, whereas a neoantigen quantity model ascribing greater immunogenicity to increasing neoantigen number alone did not. We detected intratumoural and lasting circulating T-cell reactivity to both high-quality and MUC16 neoantigens in long-term survivors of pancreatic cancer, including clones with specificity to both high-quality neoantigens and predicted cross-reactive microbial epitopes, consistent with neoantigen molecular mimicry. Notably, we observed selective loss of high-quality and MUC16 neoantigenic clones on metastatic progression, suggesting neoantigen immunoediting. Our results identify neoantigens with unique qualities as T-cell targets in pancreatic ductal adenocarcinoma. More broadly, we identify neoantigen quality as a biomarker for immunogenic tumours that may guide the application of immunotherapies.


Subject(s)
Antigens, Neoplasm/immunology , Bacterial Proteins/immunology , Cancer Survivors , Cross Reactions/immunology , Pancreatic Neoplasms/immunology , T-Lymphocytes, Cytotoxic/immunology , Adenocarcinoma/blood , Adenocarcinoma/genetics , Adenocarcinoma/immunology , Antigens, Neoplasm/genetics , Bacterial Proteins/blood , Bacterial Proteins/genetics , CA-125 Antigen/genetics , CA-125 Antigen/immunology , Computer Simulation , Cross Reactions/genetics , Humans , Immunotherapy , Membrane Proteins/genetics , Membrane Proteins/immunology , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/genetics , Prognosis , Survival Analysis , T-Lymphocytes, Cytotoxic/cytology , Exome Sequencing
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