Single-cell transcriptomics reveals the role of antigen presentation in liver metastatic breast cancer
Ontology highlight
ABSTRACT: Liver metastasis (LM) is the primary cause of cancer-related mortality in late-stage breast cancer (BC) patients. However, the complexity and diversity of the tumor microenvironment (TME) of LM have not been fully understood. Here we report an in-depth analysis of the transcriptional landscape of liver metastases of 11 patients with secondary hepatic carcinoma at single-cell resolution. Our study reveals that terminally exhausted CD4+ and dysfunctional CD8+ T cells were enriched in metastatic tumor along with low antigen presentation. We also found macrophages were associated with the infiltration profile of CD4+ T cells, while FCN3+ macrophages, type 1 conventional dendritic cells (cDC1) and LAMP3+ DC regulated T cell functions, probably via antigen processing and presentation. MHC expression in FCN3+ macrophage, cDC1 and LAMP3+ DC was reduced in LM compared to those in normal tissues and primary tumor of BC. Dysfunction of antigen presentation in these cells is linked to a worse prognosis in breast invasive carcinoma (BRCA) and liver hepatocellular carcinoma (LIHC) cohorts and identifies potentially targetable immune inhibitory pathways in secondary hepatic carcinoma. Thus, our results show a cellular diversity of TME in BC-LM, providing valuable insights into the role of tumor infiltrating T cells in liver metastatic cancers.
Project description:Immune evasion is an important hallmark of cancer ensured by diverse strategies, including immunosuppression and downregulation of antigen presentation. Here, to restore immunogenicity of cancer cells, we employed the minimal gene regulatory network of highly immunogenic type 1 conventional dendritic cells (cDC1) to reprogram cancer cells into professional antigen presenting cells (APCs). We showed that enforced expression of PU.1, IRF8 and BATF3 (PIB) was sufficient to induce cDC1 phenotype in 33 cell lines derived from human and mouse hematological and solid tumors. PIB gradually modified the cancer cell transcriptional and epigenetic program imposing global antigen presentation and cDC1 gene signatures within 9 days. cDC1 reprogramming restored the expression of antigen presentation complexes as well as co-stimulatory molecules at the cell surface, leading to the presentation of endogenous antigens on MHC-I, and to CD8+ T cell mediated killing. Functionally, tumor- APCs acquired the ability to uptake and process exogenous proteins and dead cells, secreted inflammatory cytokines and cross-presented antigens to naïve CD8+ T cells. Importantly, tumor-APCs were efficiently generated at the single cell level from primary cancer cells of 7 solid tumors that presented antigens to memory and naïve T-cells, as well as to activated patient-specific intra-tumoral lymphocytes. Alongside antigen presentation, tumor-APCs harboring TP53, KRAS and PTEN mutations showed impaired tumorigenicity in vitro and in vivo. Finally, using in vivo mouse models of melanoma, we showed that intra-tumoral injection of tumor-APCs promoted lymphoid infiltration, delayed tumor growth and increased survival. The anti-tumor immunity elicited by tumor-APCs was synergistic with immune checkpoint inhibitors enabling tumor eradication. Our approach combines cDC1’s antigen processing and presenting abilities with endogenous generation of tumor antigens and serves as a platform for the development of novel immunotherapies based on endowed antigen presentation in cancer cells.
Project description:Classical type 1 dendritic cells (cDC1) have a low abundance in the tumor microenvironment (TME), but positively correlate with patient survival. We hypothesized that the ability of cDC1 to relay CD4+ T-cell help for the cytotoxic T lymphocyte (CTL) response explains their clinical benefit. In vitro, contact with activated CD4+ T-cells enabled human cDC1, but no other DC types, to induce a CTL response to cell-associated tumor antigens. Single cell transcriptomics revealed that CD4+ T-cell help uniquely optimized cDC1 and no other DC types in many functions that support antigen cross-presentation and T-cell priming. We robustly identified “helped” cDC1 in a multitude of human cancer types by the overlap in their transcriptomic signature with that of recently defined, positively prognostic tumor-infiltrating DC states. As predicted from the functional effects of CD4+ T-cell help, the transcriptomic signature of “helped” cDC1 correlated with tumor infiltration by CTL and Thelper(h)-1 cells, overall survival and response to PD-1-targeting immunotherapy. These findings reveal a critical role of CD4+ T-cell help delivery via cDC1 to CTL in the TME
Project description:Myeloid Derived Suppressor Cells (MDSCs) promote immunosuppressive activities in the tumor microenvironment (TME), resulting in increased tumor burden and diminishing the anti-tumor response of immunotherapies. While primary and metastatic tumors are typically the focal points of therapeutic development, the immune cells of the TME are uniquely programmed by the tissue of the metastatic site. In particular, MDSCs are programmed uniquely within different organs in the context of tumor progression. Given that MDSC plasticity is shaped by the surrounding environment, the proteome of MDSCs from different metastatic sites are hypothesized to be unique. A bottom-up proteomics approach using Sequential Window Acquisition of All Theoretical Mass Spectra (SWATH-MS) was used to quantify the proteome of CD11b+ cells derived from murine liver metastases (LM) and lung metastases (LuM). A comparative proteomics workflow was employed to compare MDSC proteins from LuM (LuM-MDSC) and LM (LM-MDSC) while also elucidating common signaling pathways, protein function, and possible drug-protein interactions.
Project description:Decreased antigen presentation contributes to the ability of cancer cells to evade the immune system. We used the minimal gene regulatory network of type 1 conventional dendritic cells (cDC1) to reprogram cancer cells into professional antigen- presenting cells (tumor-APCs). Enforced expression of the transcription factors PU.1, IRF8, and BATF3 (PIB) was sufficient to induce cDC1 phenotype in 36 cell lines derived from human and mouse hematological and solid tumors. Within 9 days of reprogramming, tumor-APCs acquired transcriptional and epigenetic programs associated with cDC1 cells. Reprogramming restored the expression of antigen presentation complexes and costimulatory molecules on the surface of tumor cells, allowing the presentation of endogenous tumor antigens on MHC-I, and facilitating targeted killing by CD8+ T cells. Functionally, tumor-APCs engulfed and processed proteins and dead cells, secreted inflammatory cytokines, and cross- presented antigens to naïve CD8+ T cells. Human primary tumor cells could also be reprogrammed to increase their capability to present antigen and to activate patient-specific tumor-infiltrating lymphocytes. In addition to acquiring improved antigen presentation, tumor-APCs had impaired tumorigenicity in vitro and in vivo. Injection of in vitro generated melanoma-derived tumor-APCs into subcutaneous melanoma tumors delayed tumor growth and increased survival in mice. Antitumor immunity elicited by tumor-APCs was synergistic with immune checkpoint inhibitors. Our approach serves as a platform for the development of immunotherapies that endow cancer cells with the capability to process and present endogenous tumor antigens.
Project description:Decreased antigen presentation contributes to the ability of cancer cells to evade the immune system. We used the minimal gene regulatory network of type 1 conventional dendritic cells (cDC1) to reprogram cancer cells into professional antigen- presenting cells (tumor-APCs). Enforced expression of the transcription factors PU.1, IRF8, and BATF3 (PIB) was sufficient to induce cDC1 phenotype in 36 cell lines derived from human and mouse hematological and solid tumors. Within 9 days of reprogramming, tumor-APCs acquired transcriptional and epigenetic programs associated with cDC1 cells. Reprogramming restored the expression of antigen presentation complexes and costimulatory molecules on the surface of tumor cells, allowing the presentation of endogenous tumor antigens on MHC-I, and facilitating targeted killing by CD8+ T cells. Functionally, tumor-APCs engulfed and processed proteins and dead cells, secreted inflammatory cytokines, and cross- presented antigens to naïve CD8+ T cells. Human primary tumor cells could also be reprogrammed to increase their capability to present antigen and to activate patient-specific tumor-infiltrating lymphocytes. In addition to acquiring improved antigen presentation, tumor-APCs had impaired tumorigenicity in vitro and in vivo. Injection of in vitro generated melanoma-derived tumor-APCs into subcutaneous melanoma tumors delayed tumor growth and increased survival in mice. Antitumor immunity elicited by tumor-APCs was synergistic with immune checkpoint inhibitors. Our approach serves as a platform for the development of immunotherapies that endow cancer cells with the capability to process and present endogenous tumor antigens.
Project description:Decreased antigen presentation contributes to the ability of cancer cells to evade the immune system. We used the minimal gene regulatory network of type 1 conventional dendritic cells (cDC1) to reprogram cancer cells into professional antigen- presenting cells (tumor-APCs). Enforced expression of the transcription factors PU.1, IRF8, and BATF3 (PIB) was sufficient to induce cDC1 phenotype in 36 cell lines derived from human and mouse hematological and solid tumors. Within 9 days of reprogramming, tumor-APCs acquired transcriptional and epigenetic programs associated with cDC1 cells. Reprogramming restored the expression of antigen presentation complexes and costimulatory molecules on the surface of tumor cells, allowing the presentation of endogenous tumor antigens on MHC-I, and facilitating targeted killing by CD8+ T cells. Functionally, tumor-APCs engulfed and processed proteins and dead cells, secreted inflammatory cytokines, and cross- presented antigens to naïve CD8+ T cells. Human primary tumor cells could also be reprogrammed to increase their capability to present antigen and to activate patient-specific tumor-infiltrating lymphocytes. In addition to acquiring improved antigen presentation, tumor-APCs had impaired tumorigenicity in vitro and in vivo. Injection of in vitro generated melanoma-derived tumor-APCs into subcutaneous melanoma tumors delayed tumor growth and increased survival in mice. Antitumor immunity elicited by tumor-APCs was synergistic with immune checkpoint inhibitors. Our approach serves as a platform for the development of immunotherapies that endow cancer cells with the capability to process and present endogenous tumor antigens.
Project description:Decreased antigen presentation contributes to the ability of cancer cells to evade the immune system. We used the minimal gene regulatory network of type 1 conventional dendritic cells (cDC1) to reprogram cancer cells into professional antigen- presenting cells (tumor-APCs). Enforced expression of the transcription factors PU.1, IRF8, and BATF3 (PIB) was sufficient to induce cDC1 phenotype in 36 cell lines derived from human and mouse hematological and solid tumors. Within 9 days of reprogramming, tumor-APCs acquired transcriptional and epigenetic programs associated with cDC1 cells. Reprogramming restored the expression of antigen presentation complexes and costimulatory molecules on the surface of tumor cells, allowing the presentation of endogenous tumor antigens on MHC-I, and facilitating targeted killing by CD8+ T cells. Functionally, tumor-APCs engulfed and processed proteins and dead cells, secreted inflammatory cytokines, and cross- presented antigens to naïve CD8+ T cells. Human primary tumor cells could also be reprogrammed to increase their capability to present antigen and to activate patient-specific tumor-infiltrating lymphocytes. In addition to acquiring improved antigen presentation, tumor-APCs had impaired tumorigenicity in vitro and in vivo. Injection of in vitro generated melanoma-derived tumor-APCs into subcutaneous melanoma tumors delayed tumor growth and increased survival in mice. Antitumor immunity elicited by tumor-APCs was synergistic with immune checkpoint inhibitors. Our approach serves as a platform for the development of immunotherapies that endow cancer cells with the capability to process and present endogenous tumor antigens.
Project description:Cellular interactions in the tumor microenvironment (TME) drive T cell effector function, or dysfunction, and define a primary mechanism to target anti-tumor T cell immunity. Currently, the interactions that shape T cell function in the TME remain poorly understood. Here, we mapped the molecular programs of T and antigen-presenting cell interactions in human early non-small cell lung carcinoma lesions by physically interacting cell (PIC) sequencing. PIC-seq and imaging identified that in the TME, but not normal lung, PICs are enriched in clonally expanded CD4+PD-1+CXCL13+ T cells, expressing a unique combination of checkpoint molecules, transcription-factors, and cytokines, defining a novel T helper tumor-specific (Tht) program, conserved across cancer types. In vitro and in vivo genetic models of antigen specificity confirmed that the Tht prevalence in TME PICs is driven by tumor-antigen presentation of dendritic cells. Our study highlights CD4+ T-dendritic cell physical interaction as a key factor regulating the TME.
Project description:The tumor microenvironment (TME) plays an important role in tumorigenesis1. The TME is usually studied in tumor tissue and in relation to tumor progression2,3, which can limit understanding of how the TME is involved in processes associated with initial tumorigenesis as well as tumor recurrence and metastasis after surgery. To describe the underlying mechanisms of human hepatocellular carcinoma (HCC) occurrence and progression, we propose a new concept, the peritumor microenvironment (PME). We collected normal (all biochemical indicators of liver function, imaging examination and histopathology examination were normal) and peritumor (The liver tissues adjacent to the tumor were approximately 2 cm away from the tumor and were taken from patients with HCC who did not receive tumor radiotherapy, tumor chemotherapy or targeted drug therapy before surgery) to perform a proteomic characterization of the PME in peritumor liver tissues.
Project description:Here we identified the ecto-enzyme, CD39 (encoded by ENTPD1), as a potential therapeutic target for BC via single-cell transcriptome analysis of BC and para-cancer tissues. In a subcutaneous model, inhibition of CD39 (CD39i) is able to limit the growth of BC and improve overall survival of tumor-bearing mice. Via single-cell sequencing of tumor infiltrated immune cells, we found that CD39i with POM-1 increased the intratumor NK cells, conventional type 1 dendritic cells (cDC1) and CD8+ T cells, along with decreased Treg abundance. The anti-tumor effect and reprogram of tumor microenvironment are blockade in a cDC1-deficient Batf3−/− model.