Single cell transcriptomes of hepatic immune cells from mice with and without colorectal cancer liver metastasis
Ontology highlight
ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE157600 | GEO | 2020/10/02
REPOSITORIES: GEO
Similar Datasets
Project description:Radiotherapy (RT) destroys tumor cells, which may lead to release of antigens and immune-activating signals. In this way, RT may act as an in situ vaccine and kick-start a T-cell response against the tumor. Immunotherapy enhances tumor-specific T-cell responses. Combination of radiotherapy and immunotherapy (radio-immunotherapy (RIT)) can therefore be expected to synergize in inducing and sustaining systemic anti-tumor T-cell responses. However, in the clinic, systemic combined responses between radiotherapy and immunotherapy are rarely observed, as the effect of RIT combinations on ‘abscopal’ tumors outside the radiotherapy field are not (yet) greater than the effect of immunotherapy alone. In order to define potential bottlenecks in the tumor micro-environment that impede CD8 T cell activity, we harvested irradiated and non-irradiated tumors from the same mice that were treated with RIT (10 Gy RT, anti-CD137 and anti-PD1). From these tumors, effector (CD43+) CD8 T cells, ‘other’ hematopoietic (CD45+) cells and tumor/stromal (CD45-) were sorted and RNA sequencing was performed to identify differences between these cell populations in the irradiated and non-irradiated tumors that could explain the lack of T cell activity in the non-irradiated tumor.
2019-02-12 | E-MTAB-6914 | biostudies-arrayexpress
Project description:Immunotherapy has opened hitherto unknown possibilities to treat cancer. Whereas some cancer types (e.g. melanoma) can be efficiently treated, others lack measurable positive effects (e.g. PDAC). Moreover, stratification of responders/non-responders is only possible in some cancer types (e.g. melanoma). Hepatocellular carcinoma (HCC) has a dismal prognosis, limited treatment options and survival benefit, and represents a potential cancer entity for successful immunotherapy. Here, we investigated NASH-triggered HCC in the context PD-1-targeted immunotherapy. Using flow cytometry, single cell RNA sequencing, immunohistochemistry and mass spectrometric analyses, we found a progressive increase of CD8+PD-1+ effector T-cells with a unique profile of exhaustion and activation markers rising with murine and human NASH severity. Notably, late-stage HCC treatment with PD-1-targeted immunotherapy enhanced hepatic carcinogenesis in mice. Dissecting potential mechanisms of action during tumor-initiation and -progression we analyzed the effects of PD-1-targeted immunotherapy at HCC initiation. PD-1-targeted immunotherapy induced a pro-tumorigenic environment, enhanced necro-inflammation and increased NAFLD-activation score (NAS), leading to increased liver cancer incidence, tumor number and nodule size. In contrast, anti-CD8 or anti-CD8/anti-NK1.1 treatment reduced NAS and abrogated the development of liver cancer, thus identifying CD8+PD-1+ T-cells as drivers of liver cancer in NASH-triggered HCC. Increased apoptotic signaling, STAT3 phosphorylation and hepatic proliferation were detected in intra-tumoral liver tissue upon PD-1-targeted immunotherapy. In line, PD-1-/- mice challenged with a NASH diet displayed early onset of hepatocarcinogenesis, corroborating the pro-tumorigenic role of absent or reduced PD-1. Mechanistically PD-1-targeted immunotherapy mainly affected hepatic abundance of CD8+PD-1+ T-cells, instead of altering the quality of Tox+CXCR6+ expressing CD8+PD-1+TNF+CD39+Gzmb+ T-cells found in NASH livers, leading to an aggressive, pro-tumorigenic liver environment. Single-cell mapping of human NASH-, borderline NASH- or unaffected livers corroborated our preclinical NASH results. Moreover, in human NASH livers a correlation of hepatic CD8+, PD-1+, TNF+ T-cells with fibrosis and NASH severity was observed. Accordingly, HCC patients with NASH etiology display a sharp increase in intra- and peri-tumoral CD8+ PD-1+ T-cells. In a cohort of 65 patients recruited across 6 centers in Germany and Austria, patients with NAFLD/NASH-driven HCC responded worse to PD-1-targeted immunotherapy by Nivolumab or Pembrolizumab compared to non-NAFLD patients. This resulted in significant reduced overall survival, in trends of faster disease progression and reduced progression free survival. Histological analysis of livers derived from HCC patients treated with PD-1-targeted immunotherapy displayed high levels of intra and peri-tumoral CD8+ PD-1+ T-cells and Ki67+ hepatocytes. Taken together, these data indicate that PD-1-targeted immunotherapy induces immune-related adverse effects in NAFLD/NASH-driven HCC through CD8+PD-1+ T-cells. Our data call for stratification of HCC patients subjected to PD-1-targeted immunotherapy, with NAFLD being a negative predictor.
2021-03-03 | PXD017236 | Pride
Project description:Despite the high prognostic value of immune infiltrates in colorectal cancer (CRC), metastatic disease remains resistant to immunotherapy by immune checkpoint blockade (ICB). Here we show in a metastatic CRC multi-tumor preclinical model that orthotopically-implanted primary colon tumors can spontaneously exert a colon-specific and immune-dependent antimetastatic effect on distant hepatic lesions. An immune signature, integrating antitumor CD8 T cells, dendritic cells and protumor macrophages, that we called MicroEnvironment (ME)-score, was predictive of the antimetastatic effect. ScRNA-Seq and phenotypic analyses revealed that enterotropic α4β7 integrin expressing tumor neoantigen-specific CD8 T cells were key components of the systemic immune response responsible for the antimetastatic effect. Accordingly, the presence of concomitant colon tumors improved the efficacy of proof-of-concept ICB on liver lesions and generated a protective memory immune response whereas antibody-mediated partial depletion of α4β7+ cells abrogated the control of metastatic disease by the primary tumor. Finally, in a metastatic CRC patients’ cohort, we show increased expression of genes encoding the α4β7 integrin and of the ME-score in ICB responsive metastases concomitant with increased proportions of circulating α4β7+ CD8 T cells. Our findings identify a systemic cancer immunosurveillance role for gut primed tumor-specific α4β7+ CD8 T cells.
2023-11-01 | GSE219087 | GEO
Project description:Despite the high prognostic value of immune infiltrates in colorectal cancer (CRC), metastatic disease remains resistant to immunotherapy by immune checkpoint blockade (ICB). Here we show in a metastatic CRC multi-tumor preclinical model that orthotopically-implanted primary colon tumors can spontaneously exert a colon-specific and immune-dependent antimetastatic effect on distant hepatic lesions. An immune signature, integrating antitumor CD8 T cells, dendritic cells and protumor macrophages, that we called MicroEnvironment (ME)-score, was predictive of the antimetastatic effect. ScRNA-Seq and phenotypic analyses revealed that enterotropic α4β7 integrin expressing tumor neoantigen-specific CD8 T cells were key components of the systemic immune response responsible for the antimetastatic effect. Accordingly, the presence of concomitant colon tumors improved the efficacy of proof-of-concept ICB on liver lesions and generated a protective memory immune response whereas antibody-mediated partial depletion of α4β7+ cells abrogated the control of metastatic disease by the primary tumor. Finally, in a metastatic CRC patients’ cohort, we show increased expression of genes encoding the α4β7 integrin and of the ME-score in ICB responsive metastases concomitant with increased proportions of circulating α4β7+ CD8 T cells. Our findings identify a systemic cancer immunosurveillance role for gut primed tumor-specific α4β7+ CD8 T cells.
2023-11-01 | GSE193593 | GEO
Project description:Despite the high prognostic value of immune infiltrates in colorectal cancer (CRC), metastatic disease remains resistant to immunotherapy by immune checkpoint blockade (ICB). Here we show in a metastatic CRC multi-tumor preclinical model that orthotopically-implanted primary colon tumors can spontaneously exert a colon-specific and immune-dependent antimetastatic effect on distant hepatic lesions. An immune signature, integrating antitumor CD8 T cells, dendritic cells and protumor macrophages, that we called MicroEnvironment (ME)-score, was predictive of the antimetastatic effect. ScRNA-Seq and phenotypic analyses revealed that enterotropic α4β7 integrin expressing tumor neoantigen-specific CD8 T cells were key components of the systemic immune response responsible for the antimetastatic effect. Accordingly, the presence of concomitant colon tumors improved the efficacy of proof-of-concept ICB on liver lesions and generated a protective memory immune response whereas antibody-mediated partial depletion of α4β7+ cells abrogated the control of metastatic disease by the primary tumor. Finally, in a metastatic CRC patients’ cohort, we show increased expression of genes encoding the α4β7 integrin and of the ME-score in ICB responsive metastases concomitant with increased proportions of circulating α4β7+ CD8 T cells. Our findings identify a systemic cancer immunosurveillance role for gut primed tumor-specific α4β7+ CD8 T cells.
2023-11-01 | GSE193534 | GEO
Project description:Abstract: Immunotherapy fails to cure most cancer patients. Preclinical studies indicate that radiotherapy synergizes with immunotherapy, promoting radiation-induced antitumor immunity. Most preclinical immunotherapy studies utilize transplant tumor models, which overestimate patient responses. Here, we show that transplant sarcomas are cured by PD-1 blockade and radiotherapy, but identical treatment fails in autochthonous sarcomas, which demonstrate immunoediting, decreased neoantigen expression, and tumor-specific immune tolerance. We characterize tumor-infiltrating immune cells from transplant and primary tumors, revealing striking differences in their immune landscapes. Although radiotherapy remodels myeloid cells in both models, only transplant tumors are enriched for activated CD8+ T cells. The immune microenvironment of primary murine sarcomas resembles most human sarcomas, while transplant sarcomas resemble the most inflamed human sarcomas. These results identify distinct microenvironments in murine sarcomas that coevolve with the immune system and suggest that patients with a sarcoma immune phenotype similar to transplant tumors may benefit most from PD-1 blockade and radiotherapy.
2020-10-21 | GSE154874 | GEO
Project description:Abstract: Despite impressive responses in some patients, immunotherapy fails to cure most cancer patients. Preclinical studies indicate that radiotherapy synergizes with immunotherapy, promoting radiation-induced antitumor immunity. Nearly all preclinical immunotherapy studies utilize transplant tumor models, but cure rates of transplant tumors treated with immunotherapy overestimate patient responses. Here, we show that transplant sarcomas are cured by PD-1 blockade and radiotherapy, but identical treatment fails in autochthonous sarcomas, which demonstrate tumor-specific immune tolerance. We characterize tumor-infiltrating immune cells from transplant and primary tumors and reveal striking differences in their immune landscapes. Although radiotherapy remodels myeloid cells in primary and transplant sarcomas, only transplant tumors are enriched for activated CD8+ T cells associated with tumor clearance. By CIBERSORTx, the immune microenvironment of primary sarcomas in mice transcriptionally resembles most human sarcomas, while transplant sarcomas model the most inflamed sarcomas in patients. These results identify distinct microenvironments in murine sarcomas that coevolve with the immune system and suggest that patients whose sarcomas have an immune phenotype similar to transplant tumors may benefit most from PD-1 blockade and radiotherapy.
2020-10-21 | GSE148856 | GEO
Project description:Hepatocellular carcinoma (HCC) has dismal treatment responses to systemic therapies and is caused by both, viral and non-viral etiologies, including non-alcoholic steatohepatitis (NASH) 1–5. NASH - triggered by high caloric intake and sedentary lifestyle - has become an important driver for HCC development. Immunotherapy has been recently approved for HCC but stratification of responders versus non-responders has remained an unmet need 5–8. Here, we found a progressive accumulation of non-classical activated CD8+PD-1+ T-cells in livers of NASH-affected patients and mice. PD-L1/PD-1-targeted immunotherapy of NASH-induced HCC administered either at cancer-initiation or after cancer-establishment lacked beneficial effects in mice. On the contrary, PD-1-targeted immunotherapy drove hepatic necro-inflammation and increased liver cancer incidence, tumor number, and nodule size. Anti-CD8 or anti-CD8/anti-NK1.1 treatment suppressed liver cancer development, implicating CD8+ T-cells as liver cancer drivers in the context of NASH. In line, PD-1-/- mice challenged with a NASH-inducing diet displayed early-onset of liver cancer. Mechanistically, PD-1-targeted immunotherapy triggered necro-inflammation and a pro-tumorigenic environment in the context of NASH, increasing the abundance of hepatic TOX+CXCR6+ expressing CD8+PD-1+ TNF+ T-cells. Anti-CD8/anti-PD-1 or anti-TNF/anti-PD-1, but not anti-CD4/anti-PD-1 treatment reverted anti-PD1 treatment-related increase of liver inflammation, NASH severity and tumorigenesis. Gene expression profile and increased abundance of murine hepatic CD8+PD-1+ T-cells were corroborated in human CD8+PD-1+ T cells derived from NASH patients. In a meta-analysis of clinical trials testing PD-1-targeting immune checkpoint inhibitors alone (i.e. pembrolizumab) or in combination in 1656 patients with advanced HCC, immunotherapy was not favorable over to control treatment in non-viral- when compared to viral-related HCC. Similarly, in two clinical cohorts tested, patients with NASH-driven HCC had a significantly worse overall survival with PD-1-targeted immunotherapy than HCC patients with other etiologies. Our data identify non-viral etiologies, particularly NASH, as potentially non-responsive in the context of HCC immunotherapy, providing a strong rational basis for patient stratification.
2020-10-24 | GSE159977 | GEO
Project description:The tumor microenvironment in brain metastases is characterized by high myeloid cell content with immune-suppressive and cancer-permissive functions. Moreover, brain metastases induce the recruitment of lymphocytes. Despite their presence, T cell-directed therapies fail to elicit effective anti-tumor immune responses. Here we seek to evaluate the applicability of radio-immunotherapy to modulate tumor immunity and overcome inhibitory effects that diminish anti-cancer activity. Radiotherapy-induced immune modulation resulted in an increase in cytotoxic T cell numbers and prevented the induction of lymphocyte-mediated immune suppression. Radio-immunotherapy led to significantly improved tumor control with prolonged median survival in experimental breast-to-brain metastases. However, long-term efficacy was not observed. Recurrent brain metastases showed accumulation of blood-borne PD-L1+ myeloid cells after radio-immunotherapy indicating the establishment of an immune-suppressive environment to counteract re-activated T cell responses. This finding was further supported by transcriptional analyses indicating a crucial role for monocyte-derived macrophages in mediating immune-suppression and regulating T cell function. Therefore, selective targeting of immune suppressive functions of myeloid cells is expected to be critical for improved therapeutic efficacy of radio-immunotherapy in brain metastases.
2021-02-12 | GSE164049 | GEO
Project description:Whereas some cancer types (e.g. melanoma) can be efficiently treated with immunotherapy, others lack measurable positive effects (e.g. PDAC ). Moreover, stratification of responders/non-responders is only possible in some cancer types (e.g. melanoma). Hepatocellular carcinoma (HCC) has a dismal prognosis, limited treatment options and survival benefit, and represents a potential cancer entity for successful immunotherapy. Here, we investigated NASH -triggered HCC in the context PD-1-targeted immunotherapy. Using flow cytometry, single cell RNA sequencing, immunohistochemistry and mass spectrometric analyses, we found a progressive increase of CD8+PD-1+ effector T-cells with a unique profile of exhaustion and activation markers rising with murine and human NASH severity. Notably, late-stage HCC treatment with PD-1-targeted immunotherapy enhanced hepatic carcinogenesis in mice. To dissect potential mechanisms of action during tumor-initiation and -progression we analyzed the effects of PD-1-targeted immunotherapy at HCC initiation. Anti-PD-1 treatment induced a pro-tumorigenic environment, enhanced necro-inflammation and increased NAFLD -activation score (NAS), leading to increased liver cancer incidence, tumor number and nodule size. In contrast, anti-CD8 treatment reduced NAS and abrogated the development of liver cancer, thus identifying CD8+PD-1+ T-cells as drivers of liver cancer in NASH-triggered HCC. Increased apoptotic signaling, STAT3 phosphorylation and hepatic proliferation were detected in intra-tumoral liver tissue upon PD-1-targeted immunotherapy. In line, PD-1-/- mice challenged with a NASH diet displayed early onset of hepatocarcinogenesis, corroborating the pro-tumorigenic role of absent or reduced PD-1. Mechanistically PD-1-targeted immunotherapy increased hepatic abundance of CD8+PD-1+Tox+CXCR6+CD8+PD-1+TNF+CD39+Gzmb+ T cells found in NASH livers, creating a pro-tumorigenic liver environment .
2021-01-19 | GSE144635 | GEO