Gene expression profile of inflammatory monocytes in cachectic blood cancer mice (scRNA-Seq)
Ontology highlight
ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE210002 | GEO | 2024/07/21
REPOSITORIES: GEO
Similar Datasets
Project description:Many patients with advanced cancers develop cachexia. Despite the high prevalence and catastrophic impact on quality of life and survival, the critical pathobiological mediators responsible for the cancer cachexia development remain poorly defined. Here, we show that a distinct subset of neutrophil-like monocytes, which we term cachexia-inducible monocytes (CiMs), emerges in advanced cancer pathogenesis and promotes skeletal muscle loss. Unbiased transcriptome analysis revealed that IL36G-producing CD38+ CiMs are induced during cachexia progression in the pathogenesis of chronic monocytic blood cancer characterized by persistent monocytosis and cachexia. The emergence of CiMs and activation of CiM-related gene signature in inflammatory monocytes were confirmed in multiple mouse models and patients with advanced solid cancers. Notably, genetic inhibition of IL36G/IL1RL2 signaling attenuated skeletal muscle loss and rescued cachexia phenotypes derived by both blood and solid cancers in mice. These data highlight the critical role for a subset of neutrophil-like monocyte induced in cancer pathogenesis.
2024-07-21 | GSE210001 | GEO
Project description:Cachexia is a devastating muscle wasting syndrome that occurs in patients suffering from chronic diseases, most commonly observed in 80% of advanced cancer patients. One of the primary causes of cachexia-associated morbidity and mortality is involuntary muscle wasting. And while many cachexia patients show hypermetabolism, its causative role in muscles had remained unclear. To understand the molecular basis of this muscle wasting, accurate models of cachexia are necessary. Using transcriptomics and cytokine profiling of human muscle stem cell-based models and human cancer-induced cachexia models in mice, we found that cachectic cancer cells secreted many inflammatory factors which rapidly led to higher levels of fatty acid metabolism and the activation of a p38 stress response signature, before the cachectic muscle wasting is manifested. Metabolomics profiling revealed that factors secreted by cachectic cancer cells rapidly induce excessive fatty acid oxidation in human myotubes, leading to oxidative stress, p38 activation, and impaired muscle growth. Pharmacological blockade of fatty acid oxidation not only rescued human myotubes, but also significantly improved muscle mass and total weight in cancer cachexia models in vivo. Therefore, fatty acid-induced oxidative stress could be targeted to prevent cancer cachexia.
2016-05-01 | GSE80081 | GEO
Project description:Cachexia is a devastating muscle wasting syndrome that occurs in patients suffering from chronic diseases, most commonly observed in 80% of advanced cancer patients. One of the primary causes of cachexia-associated morbidity and mortality is involuntary muscle wasting. And while many cachexia patients show hypermetabolism, its causative role in muscles had remained unclear. To understand the molecular basis of this muscle wasting, accurate models of cachexia are necessary. Using transcriptomics and cytokine profiling of human muscle stem cell-based models and human cancer-induced cachexia models in mice, we found that cachectic cancer cells secreted many inflammatory factors which rapidly led to higher levels of fatty acid metabolism and the activation of a p38 stress response signature, before the cachectic muscle wasting is manifested. Metabolomics profiling revealed that factors secreted by cachectic cancer cells rapidly induce excessive fatty acid oxidation in human myotubes, leading to oxidative stress, p38 activation, and impaired muscle growth. Pharmacological blockade of fatty acid oxidation not only rescued human myotubes, but also significantly improved muscle mass and total weight in cancer cachexia models in vivo. Therefore, fatty acid-induced oxidative stress could be targeted to prevent cancer cachexia.
2016-05-01 | GSE80080 | GEO
Project description:Cancer cachexia syndrome is observed in 80% of patients with advanced-stage cancer, and it is one of the most frequent causes of death. Severe wasting accounts for more than 80% in patients with advanced pancreatic cancer. Here we wanted to define, by using an microarray approach and the Pdx1-cre;LSL-KrasG12D;INK4a/arffl/fl, the pathways involved in muscle, liver and white adipose tissue wasting.
2014-01-10 | GSE51931 | GEO
Project description:Cancer cachexia is a deadly wasting syndrome that accompanies various diseases, including approximately 50% of cancers. To assess the pathological transformations that occur in the local wasting tissue microenvironment during lung cancer cachexia, we assessed changes in wasting tissues at the transcriptomic level. KEGG analysis of the up-regulated DEGs enrichment for pathways including fatty acid degradation, inflammation, and ferroptosis.
2022-01-18 | GSE188479 | GEO
Project description:Advanced colorectal cancer (CRC), a leading cause of death worldwide, is often accompanied by the development of liver metastases (LM), as well as skeletal muscle (SkM) wasting, i.e. cachexia. Despite affecting the majority of CRC patients, cachexia remains understudied and uncured. Moreover, only a single model of LM associated with CRC has been developed for the study of cachexia. Here we examined differential gene expression of skeletal muscles deriving from subcutaneous and metastatic C26 tumor hosts. Tumor hosts displaying LM experienced exacerbated muscle wasting compared to tumor hosts without LM.
2020-04-18 | GSE142455 | GEO
Project description:Neutrophils are short-lived immune cells that play important roles in a variety of diseases. The oligopotent Granulocyte Monocyte Progenitors (GMP) in the bone marrow give rise to monocytes and all granulocytes. Although several monocyte progenitors have been identified in mouse bone marrow, the unipotent neutrophil progenitors are still not well-defined. Here, we use Cytometry by Time-of-Flight (CyTOF) and Single-cell RNA-Sequencing (scRNA-Seq) methodologies to identify a committed unipotent early-stage neutrophil progenitor in adult mouse bone marrow. Importantly, we also discovered a similar unipotent, committed neutrophil progenitor (hNeP) that is present in healthy human bone marrow. Both mouse and human progenitors demonstrate unipotent neutrophil potency in vivo. Study of the identified mouse (NeP) and human (hNeP) neutrophil progenitors in cancer revealed that both NeP and hNeP significantly increased tumor growth when transferred into murine cancer models, including a humanized model. Further, we discovered that the hNeP was present in the blood of human patients recently diagnosed with melanoma, and could be readily identified by flow cytometry, suggesting that this human neutrophil progenitor could be used as a biomarker for early cancer discovery. The discovery of this early committed unipotent neutrophil progenitor in humans will allow for development of important new therapeutic targets for regulation of neutrophil levels and function in disease, particularly in cancers, where neutrophils play a significant role.Neutrophils are short-lived immune cells that play important roles in a variety of diseases. The oligopotent Granulocyte Monocyte Progenitors (GMP) in the bone marrow give rise to monocytes and all granulocytes. Although several monocyte progenitors have been identified in mouse bone marrow, the unipotent neutrophil progenitors are still not well-defined. Here, we use Cytometry by Time-of-Flight (CyTOF) and Single-cell RNA-Sequencing (scRNA-Seq) methodologies to identify a committed unipotent early-stage neutrophil progenitor in adult mouse bone marrow. Importantly, we also discovered a similar unipotent, committed neutrophil progenitor (hNeP) that is present in healthy human bone marrow. Both mouse and human progenitors demonstrate unipotent neutrophil potency in vivo. Study of the identified mouse (NeP) and human (hNeP) neutrophil progenitors in cancer revealed that both NeP and hNeP significantly increased tumor growth when transferred into murine cancer models, including a humanized model. Further, we discovered that the hNeP was present in the blood of human patients recently diagnosed with melanoma, and could be readily identified by flow cytometry, suggesting that this human neutrophil progenitor could be used as a biomarker for early cancer discovery. The discovery of this early committed unipotent neutrophil progenitor in humans will allow for development of important new therapeutic targets for regulation of neutrophil levels and function in disease, particularly in cancers, where neutrophils play a significant role.
2018-07-17 | GSE117129 | GEO
Project description:This model of the use of chimeric antigen receptor (CAR)-T cell therapy in the treatment of solid tumours is described in the article:
"Dual-Target CAR-Ts with On- and Off-Tumour Activity May Override Immune Suppression in Solid Cancers: A Mathematical Proof of Concept"
Odelaisy León-Triana, Antonio Pérez-Martínez, Manuel Ramírez-Orellana and Víctor M. Pérez-García
Cancers 2021, 13, 703.; doi: 10.3390/cancers13040703
Comment:
This is the second mathematical model, derived from equations 3 to 6, used in the paper.
Reproduction of Figure 5b was achieved by setting alpha_1 = 0.183, in substitution for alpha_1 = 0.2 as quoted in the article.
Abstract:
Chimeric antigen receptor (CAR)-T cell-based therapies have achieved substantial success against B-cell malignancies, which has led to a growing scientific and clinical interest in extending their use to solid cancers. However, results for solid tumours have been limited up to now, in part due to the immunosuppressive tumour microenvironment, which is able to inactivate CAR-T cell clones. In this paper we put forward a mathematical model describing the competition of CAR-T and tumour cells, taking into account their immunosuppressive capacity. Using the mathematical model, we show that the use of large numbers of CAR-T cells targetting the solid tumour antigens could overcome the immunosuppressive potential of cancer. To achieve such high levels of CAR-T cells we propose, and study computationally, the manufacture and injection of CAR-T cells targetting two antigens: CD19 and a tumour-associated antigen. We study in silico the resulting dynamics of the disease after the injection of this product and find that the expansion of the CAR-T cell population in the blood and lymphopoietic organs could lead to the massive production of an army of CAR-T cells targetting the solid tumour, and potentially overcoming its immune suppression capabilities. This strategy could benefit from the combination with PD-1 inhibitors and low tumour loads. Our computational results provide theoretical support for the treatment of different types of solid tumours using T cells engineered with combination treatments of dual CARs with on- and off-tumour activity and anti-PD-1 drugs after completion of classical cytoreductive treatments.
2024-09-02 | BIOMD0000001014 | BioModels
Project description:This model of the use of chimeric antigen receptor (CAR)-T cell therapy in the treatment of solid tumours is described in the article:
"Dual-Target CAR-Ts with On- and Off-Tumour Activity May Override Immune Suppression in Solid Cancers: A Mathematical Proof of Concept"
Odelaisy León-Triana, Antonio Pérez-Martínez, Manuel Ramírez-Orellana and Víctor M. Pérez-García
Cancers 2021, 13, 703.; doi: 10.3390/cancers13040703
Comment:
This is the first mathematical model, derived from equations 1 and 2, used in the paper.
Reproduction of Fig. 5a was achieved by setting alpha_1 = 0.04, different to the value quoted in the article caption for Fig. 5.
Abstract:
Chimeric antigen receptor (CAR)-T cell-based therapies have achieved substantial success against B-cell malignancies, which has led to a growing scientific and clinical interest in extending their use to solid cancers. However, results for solid tumours have been limited up to now, in part due to the immunosuppressive tumour microenvironment, which is able to inactivate CAR-T cell clones. In this paper we put forward a mathematical model describing the competition of CAR-T and tumour cells, taking into account their immunosuppressive capacity. Using the mathematical model, we show that the use of large numbers of CAR-T cells targetting the solid tumour antigens could overcome the immunosuppressive potential of cancer. To achieve such high levels of CAR-T cells we propose, and study computationally, the manufacture and injection of CAR-T cells targetting two antigens: CD19 and a tumour-associated antigen. We study in silico the resulting dynamics of the disease after the injection of this product and find that the expansion of the CAR-T cell population in the blood and lymphopoietic organs could lead to the massive production of an army of CAR-T cells targetting the solid tumour, and potentially overcoming its immune suppression capabilities. This strategy could benefit from the combination with PD-1 inhibitors and low tumour loads. Our computational results provide theoretical support for the treatment of different types of solid tumours using T cells engineered with combination treatments of dual CARs with on- and off-tumour activity and anti-PD-1 drugs after completion of classical cytoreductive treatments.
2024-09-02 | BIOMD0000001013 | BioModels
Project description:Neutrophils are short-lived immune cells that play important roles in a variety of diseases. The oligopotent Granulocyte Monocyte Progenitors (GMP) in the bone marrow give rise to monocytes and all granulocytes. Although several monocyte progenitors have been identified in mouse bone marrow, the unipotent neutrophil progenitors are still not well-defined. Here, we use Cytometry by Time-of-Flight (CyTOF) and Single-cell RNA-Sequencing (scRNA-Seq) methodologies to identify a committed unipotent early-stage neutrophil progenitor in adult mouse bone marrow. Importantly, we also discovered a similar unipotent, committed neutrophil progenitor (hNeP) that is present in healthy human bone marrow. Both mouse and human progenitors demonstrate unipotent neutrophil potency in vivo. Study of the identified mouse (NeP) and human (hNeP) neutrophil progenitors in cancer revealed that both NeP and hNeP significantly increased tumor growth when transferred into murine cancer models, including a humanized model. Further, we discovered that the hNeP was present in the blood of human patients recently diagnosed with melanoma, and could be readily identified by flow cytometry, suggesting that this human neutrophil progenitor could be used as a biomarker for early cancer discovery. The discovery of this early committed unipotent neutrophil progenitor in humans will allow for development of important new therapeutic targets for regulation of neutrophil levels and function in disease, particularly in cancers, where neutrophils play a significant role.
2018-08-28 | GSE117131 | GEO