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1.
Gut ; 72(9): 1774-1782, 2023 09.
Article in English | MEDLINE | ID: mdl-36707233

ABSTRACT

OBJECTIVE: Investigating the effect of ferroptosis in the tumour microenvironment to identify combinatory therapy for liver cancer treatment. DESIGN: Glutathione peroxidase 4 (GPx4), which is considered the master regulator of ferroptosis, was genetically altered in murine models for hepatocellular carcinoma (HCC) and colorectal cancer (CRC) to analyse the effect of ferroptosis on tumour cells and the immune tumour microenvironment. The findings served as foundation for the identification of additional targets for combine therapy with ferroptotic inducer in the treatment of HCC and liver metastasis. RESULTS: Surprisingly, hepatocyte-restricted GPx4 loss does not suppress hepatocellular tumourigenesis. Instead, GPx4-associated ferroptotic hepatocyte death causes a tumour suppressive immune response characterised by a CXCL10-dependent infiltration of cytotoxic CD8+ T cells that is counterbalanced by PD-L1 upregulation on tumour cells as well as by a marked HMGB1-mediated myeloid derived suppressor cell (MDSC) infiltration. Blocking PD-1 or HMGB1 unleashes T cell activation and prolongs survival of mice with Gpx4-deficient liver tumours. A triple combination of the ferroptosis inducing natural compound withaferin A, the CXCR2 inhibitor SB225002 and α-PD-1 greatly improves survival of wild-type mice with liver tumours. In contrast, the same combination does not affect tumour growth of subcutaneously grown CRC organoids, while it decreases their metastatic growth in liver. CONCLUSION: Our data highlight a context-specific ferroptosis-induced immune response that could be therapeutically exploited for the treatment of primary liver tumours and liver metastases.


Subject(s)
Carcinoma, Hepatocellular , Ferroptosis , HMGB1 Protein , Liver Neoplasms , Myeloid-Derived Suppressor Cells , Mice , Animals , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/pathology , Immune Checkpoint Inhibitors/pharmacology , Immune Checkpoint Inhibitors/therapeutic use , HMGB1 Protein/therapeutic use , CD8-Positive T-Lymphocytes , Programmed Cell Death 1 Receptor , Tumor Microenvironment
3.
Chaos ; 30(6): 063127, 2020 Jun.
Article in English | MEDLINE | ID: mdl-32611076

ABSTRACT

It is known that chaotic dynamical systems in the coupled networks can synchronize, and they can even form clusters. Our study addresses the issue of determining the membership information of continuous-time dynamical networks forming clusters. We observe the output vectors of individual systems in the networks and reconstruct the state space according to Takens' embedding theorem. Afterward, we estimate the information-theoretic measures in the reconstructed state space. We propose the average integrated causation entropy as a model-free distinctive measure to distinguish the clusters in the network using the k-means clustering algorithm. We have demonstrated the proposed procedure on three networks that contain Chua systems. The results indicate that we can determine the members of clusters and the membership information from the data, conclusively.

4.
PLoS One ; 13(7): e0200855, 2018.
Article in English | MEDLINE | ID: mdl-30011326

ABSTRACT

BACKGROUND AND AIMS: Expression of carbonic anhydrase IX (CA9), an enzyme expressed in response to hypoxia, acidosis and oncogenic alterations, is reported to be a prognostic factor in HCC patients. Here we evaluated serum CA9 levels in HCC and cirrhosis patients. METHODS: HCC and cirrhosis patients were prospectively recruited and CA9 levels were determined. CA9 levels were compared to stages of cirrhosis and HCC stages. The association of the CA9 levels and overall survival (OS) was assessed. Furthermore, immunohistochemical CA9 expression in HCC and cirrhosis was evaluated. RESULTS: 215 patients with HCC were included. The median serum CA9 concentration in patients with HCC was 370 pg/ml and significantly higher than in a healthy cohort. Patients with advanced cancer stages (BCLC and ALBI score) had hid significant higher levels of CA9 in the serum. HCC patients with high serum CA9 concentrations (>400 pg/ml) had an increased mortality risk (hazard ratio (HR) 1.690, 95% confidence interval (CI) 1.017-2.809, P = 0.043). Serum CA9 concentration in cirrhotic patients did not differ significantly from HCC patients. Higher CA9 levels in cirrhotic patients correlated with portal hypertension and esophageal varices. Patients with ethanol induced cirrhosis had the highest CA9 levels in both cohorts. Levels of CA9 did not correlate with immunohistochemical expression. CONCLUSIONS: We conclude that a high CA9 level is a possible prognostic indicator for a poor outcome in HCC patients. The high CA9 levels are probably mainly associated with portal hypertension. Ductular reactions might be a possible source of serum CA9.


Subject(s)
Antigens, Neoplasm/blood , Carbonic Anhydrase IX/blood , Carcinoma, Hepatocellular/blood , Hypoxia , Liver Cirrhosis/blood , Liver Neoplasms/blood , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/blood , Female , Humans , Immunohistochemistry , Male , Middle Aged , Prognosis , Risk Factors , Treatment Outcome
5.
Cell ; 174(1): 88-101.e16, 2018 06 28.
Article in English | MEDLINE | ID: mdl-29909986

ABSTRACT

In colorectal cancer patients, a high density of cytotoxic CD8+ T cells in tumors is associated with better prognosis. Using a Stat3 loss-of-function approach in two wnt/ß-catenin-dependent autochthonous models of sporadic intestinal tumorigenesis, we unravel a complex intracellular process in intestinal epithelial cells (IECs) that controls the induction of a CD8+ T cell based adaptive immune response. Elevated mitophagy in IECs causes iron(II)-accumulation in epithelial lysosomes, in turn, triggering lysosomal membrane permeabilization. Subsequent release of proteases into the cytoplasm augments MHC class I presentation and activation of CD8+ T cells via cross-dressing of dendritic cells. Thus, our findings highlight a so-far-unrecognized link between mitochondrial function, lysosomal integrity, and MHC class I presentation in IECs and suggest that therapies triggering mitophagy or inducing LMP in IECs may prove successful in shifting the balance toward anti-tumor immunity in colorectal cancer.


Subject(s)
Adaptive Immunity , Mitophagy , Adaptive Immunity/drug effects , Animals , Azoxymethane/toxicity , CD8-Positive T-Lymphocytes/cytology , CD8-Positive T-Lymphocytes/drug effects , CD8-Positive T-Lymphocytes/metabolism , Cell Membrane Permeability , Colorectal Neoplasms/mortality , Colorectal Neoplasms/pathology , Cytokines/metabolism , Dendritic Cells/cytology , Dendritic Cells/immunology , Dendritic Cells/metabolism , Female , Ferrous Compounds/metabolism , Humans , Interferon-gamma/metabolism , Interferon-gamma/pharmacology , Intestinal Mucosa/cytology , Intestinal Mucosa/drug effects , Intestinal Mucosa/metabolism , Lysosomes/metabolism , Male , Mice , Mice, Knockout , Mitophagy/drug effects , STAT3 Transcription Factor/genetics , STAT3 Transcription Factor/metabolism , Survival Rate
6.
Oncotarget ; 9(24): 16775-16791, 2018 Mar 30.
Article in English | MEDLINE | ID: mdl-29682184

ABSTRACT

An inflammatory tumor microenvironment is a common characteristic of solid tumors. It is the result of a complex interplay between tumor cells, tumor infiltrating immune cells and other stromal cells. Myeloid cells in the tumor microenvironment are considered major drivers of tumor progression and metastasis and increased numbers of these cells are associated with poor prognosis in various cancer patients. The transcription factor NF-κB is considered the master regulator of inflammatory gene expression and immune cell function. Its activation in various cells of the tumor microenvironment contributes essentially to tumorigenesis. In the present study, the role of canonical NF-κB signaling in myeloid cells in metastatic breast cancer was addressed by myeloid-specific deletion of Ikkß in the MMTV polyoma middle T (PyMT) mouse model. Ikkß deletion in myeloid cells did not affect primary mammary tumor growth but significantly reduced lung metastasis. While dissemination from the primary tumor was unaltered, myeloid-specific Ikkß loss resulted in a strong up-regulation of pro-inflammatory genes and changes in immune cell populations in the lung, creating a tumor-suppressive microenvironment at the distant site. Thus, canonical NF-κB signaling in myeloid cells creates a permissive lung microenvironment that supports breast to lung metastasis.

7.
Cancer Cell ; 32(6): 869-883.e5, 2017 Dec 11.
Article in English | MEDLINE | ID: mdl-29232557

ABSTRACT

Increased oxidative stress has been suggested to initiate and promote tumorigenesis by inducing DNA damage and to suppress tumor development by triggering apoptosis and senescence. The contribution of individual cell types in the tumor microenvironment to these contrasting effects remains poorly understood. We provide evidence that during intestinal tumorigenesis, myeloid cell-derived H2O2 triggers genome-wide DNA mutations in intestinal epithelial cells to stimulate invasive growth. Moreover, increased reactive oxygen species (ROS) production in myeloid cells initiates tumor growth in various organs also in the absence of a carcinogen challenge in a paracrine manner. Our data identify an intricate crosstalk between myeloid cell-derived ROS molecules, oxidative DNA damage, and tumor necrosis factor α-mediated signaling to orchestrate a tumor-promoting microenvironment causing invasive cancer.


Subject(s)
Epithelial Cells/pathology , Mutagenesis/physiology , Myeloid Cells/metabolism , Oxidative Stress/physiology , Reactive Oxygen Species/metabolism , Animals , Apoptosis/drug effects , DNA Damage/drug effects , Epithelial Cells/metabolism , Hydrogen Peroxide/pharmacology , Mice , Mice, Mutant Strains , Mutation , Signal Transduction/drug effects
8.
Eur J Cancer ; 59: 152-159, 2016 05.
Article in English | MEDLINE | ID: mdl-27039170

ABSTRACT

AIM: Immunotherapy in cancer is a recent and very promising approach, namely the inhibition of the PD/programmed death-ligand 1 (PD-L1) axis. Here we aimed to investigate the prognostic value of a soluble form of PD-L1 in hepatocellular carcinoma (HCC) patients. METHODS: HCC patients were prospectively recruited and soluble programmed death-ligand 1 (sPD-L1) levels were determined. sPD-L1 levels were compared to stages of cirrhosis and HCC. The association of the sPD-L1 levels and overall survival (OS) was assessed. RESULTS: Two hundred fifteen patients with HCC were prospectively included. The median serum sPD-L1 concentration in patients with HCC was 0.5 ng/ml (range 0.03-6.04). Soluble PD-L1 levels positively correlated with the stage of cirrhosis and with stages of HCC. Furthermore, sPD-L1 correlated positively with a marker of macrophage activation (sCD163) and inflammation (C-reactive protein). The cut-off for high-level sPD-L1 (>0.8 ng/ml) was defined by sPD-L1 levels determined in a healthy control cohort. Patients with high serum sPD-L1 concentrations had an increased mortality risk (hazard ratio 3.340, 95 % confidence interval 1.609-6.934, P<0.001), while very low PD-L1 levels seem to come along with better prognosis. High sPD-L1 levels were associated with mortality independently from cirrhosis stage, alpha-fetoprotein and sCD163 levels in a multivariate Cox regression model. CONCLUSIONS: We conclude that a high sPD-L1 level is a possible prognostic indicator for a poor outcome in HCC patients. The predictive value of sPD-L1 levels for a successful anti-PD1/PD-L1 therapy should be investigated in the future.


Subject(s)
B7-H1 Antigen/metabolism , Biomarkers, Tumor/metabolism , Carcinoma, Hepatocellular/mortality , Liver Neoplasms/mortality , Adult , Aged , Aged, 80 and over , Antigens, CD/metabolism , Antigens, Differentiation, Myelomonocytic/metabolism , Carcinoma, Hepatocellular/blood , Enzyme-Linked Immunosorbent Assay , Female , Humans , Liver Neoplasms/blood , Male , Middle Aged , Prognosis , Prospective Studies , Receptors, Cell Surface/metabolism
9.
Blood ; 127(1): 139-48, 2016 Jan 07.
Article in English | MEDLINE | ID: mdl-26463424

ABSTRACT

Maintaining cellular redox balance is vital for cell survival and tissue homoeostasis because imbalanced production of reactive oxygen species (ROS) may lead to oxidative stress and cell death. The antioxidant enzyme glutathione peroxidase 4 (Gpx4) is a key regulator of oxidative stress-induced cell death. We show that mice with deletion of Gpx4 in hematopoietic cells develop anemia and that Gpx4 is essential for preventing receptor-interacting protein 3 (RIP3)-dependent necroptosis in erythroid precursor cells. Absence of Gpx4 leads to functional inactivation of caspase 8 by glutathionylation, resulting in necroptosis, which occurs independently of tumor necrosis factor α activation. Although genetic ablation of Rip3 normalizes reticulocyte maturation and prevents anemia, ROS accumulation and lipid peroxidation in Gpx4-deficient cells remain high. Our results demonstrate that ROS and lipid hydroperoxides function as not-yet-recognized unconventional upstream signaling activators of RIP3-dependent necroptosis.


Subject(s)
Apoptosis , Erythroid Cells/pathology , Glutathione Peroxidase/physiology , Necrosis , Oxidative Stress , Receptor-Interacting Protein Serine-Threonine Kinases/physiology , Animals , Blotting, Western , Cell Differentiation , Cell Proliferation , Cells, Cultured , Erythroid Cells/metabolism , Flow Cytometry , Humans , Immunoenzyme Techniques , Mice , Mice, Knockout , Phospholipid Hydroperoxide Glutathione Peroxidase , Reactive Oxygen Species/metabolism
10.
Cell Rep ; 7(6): 1914-25, 2014 Jun 26.
Article in English | MEDLINE | ID: mdl-24882009

ABSTRACT

The recruitment of immune cells into solid tumors is an essential prerequisite of tumor development. Depending on the prevailing polarization profile of these infiltrating leucocytes, tumorigenesis is either promoted or blocked. Here, we identify IκB kinase α (IKKα) as a central regulator of a tumoricidal microenvironment during intestinal carcinogenesis. Mice deficient in IKKα kinase activity are largely protected from intestinal tumor development that is dependent on the enhanced recruitment of interferon γ (IFNγ)-expressing M1-like myeloid cells. In IKKα mutant mice, M1-like polarization is not controlled in a cell-autonomous manner but, rather, depends on the interplay of both IKKα mutant tumor epithelia and immune cells. Because therapies aiming at the tumor microenvironment rather than directly at the mutated cancer cell may circumvent resistance development, we suggest IKKα as a promising target for colorectal cancer (CRC) therapy.


Subject(s)
Carcinogenesis/metabolism , I-kappa B Kinase/metabolism , Intestines/immunology , Killer Cells, Natural/pathology , Myeloid Cells/cytology , Myeloid Cells/enzymology , Animals , CD4-Positive T-Lymphocytes/enzymology , CD4-Positive T-Lymphocytes/pathology , Carcinogenesis/pathology , Cell Polarity , Cell Transformation, Neoplastic , HEK293 Cells , Humans , Killer Cells, Natural/enzymology , Mice , Mice, Inbred C57BL , Mice, Transgenic , Myeloid Cells/pathology , Phosphorylation , Signal Transduction
11.
Cell ; 152(1-2): 25-38, 2013 Jan 17.
Article in English | MEDLINE | ID: mdl-23273993

ABSTRACT

Cell-type plasticity within a tumor has recently been suggested to cause a bidirectional conversion between tumor-initiating stem cells and nonstem cells triggered by an inflammatory stroma. NF-κB represents a key transcription factor within the inflammatory tumor microenvironment. However, NF-κB's function in tumor-initiating cells has not been examined yet. Using a genetic model of intestinal epithelial cell (IEC)-restricted constitutive Wnt-activation, which comprises the most common event in the initiation of colon cancer, we demonstrate that NF-κB modulates Wnt signaling and show that IEC-specific ablation of RelA/p65 retards crypt stem cell expansion. In contrast, elevated NF-κB signaling enhances Wnt activation and induces dedifferentiation of nonstem cells that acquire tumor-initiating capacity. Thus, our data support the concept of bidirectional conversion and highlight the importance of inflammatory signaling for dedifferentiation and generation of tumor-initiating cells in vivo.


Subject(s)
Cell Dedifferentiation , Cell Transformation, Neoplastic , Colonic Neoplasms/pathology , Neoplastic Stem Cells/pathology , Animals , Colon/pathology , Epithelial Cells/pathology , Female , Humans , Male , Mice , NF-kappa B/metabolism , Wnt Signaling Pathway
12.
Proc Natl Acad Sci U S A ; 108(16): 6567-72, 2011 Apr 19.
Article in English | MEDLINE | ID: mdl-21464320

ABSTRACT

Loss of IκB kinase (IKK) ß-dependent NF-κB signaling in hematopoietic cells is associated with increased granulopoiesis. Here we identify a regulatory cytokine loop that causes neutrophilia in Ikkß-deficient mice. TNF-α-dependent apoptosis of myeloid progenitor cells leads to the release of IL-1ß, which promotes Th17 polarization of peripheral CD4(+) T cells. Although the elevation of IL-17 and the consecutive induction of granulocyte colony-stimulating factor compensate for the loss of myeloid progenitor cells, the facilitated induction of Th17 cells renders Ikkß-deficient animals more susceptible to the development of experimental autoimmune encephalitis. These results unravel so far unanticipated direct and indirect functions for IKKß in myeloid progenitor survival and maintenance of innate and Th17 immunity and raise concerns about long-term IKKß inhibition in IL-17-mediated diseases.


Subject(s)
I-kappa B Kinase/immunology , Myeloid Progenitor Cells/immunology , Myelopoiesis/immunology , Tumor Necrosis Factor-alpha/immunology , Animals , Apoptosis/genetics , Apoptosis/immunology , Autoimmune Diseases of the Nervous System/genetics , Autoimmune Diseases of the Nervous System/immunology , Autoimmune Diseases of the Nervous System/metabolism , Encephalitis/genetics , Encephalitis/immunology , Encephalitis/metabolism , I-kappa B Kinase/genetics , I-kappa B Kinase/metabolism , Immunity, Innate/genetics , Immunity, Innate/immunology , Interleukin-17/biosynthesis , Interleukin-17/genetics , Interleukin-17/immunology , Interleukin-1beta/biosynthesis , Interleukin-1beta/genetics , Interleukin-1beta/immunology , Mice , Mice, Knockout , Myeloid Progenitor Cells/metabolism , Myelopoiesis/genetics , NF-kappa B/genetics , NF-kappa B/immunology , NF-kappa B/metabolism , Signal Transduction/genetics , Signal Transduction/immunology , Th17 Cells/immunology , Th17 Cells/metabolism , Tumor Necrosis Factor-alpha/biosynthesis , Tumor Necrosis Factor-alpha/genetics
13.
Cancer Cell ; 15(2): 91-102, 2009 Feb 03.
Article in English | MEDLINE | ID: mdl-19185844

ABSTRACT

Although gastrointestinal cancers are frequently associated with chronic inflammation, the underlying molecular links have not been comprehensively deciphered. Using loss- and gain-of-function mice in a colitis-associated cancer model, we establish here a link comprising the gp130/Stat3 transcription factor signaling axis. Mutagen-induced tumor growth and multiplicity are reduced following intestinal epithelial cell (IEC)-specific Stat3 ablation, while its hyperactivation promotes tumor incidence and growth. Conversely, IEC-specific Stat3 deficiency enhances susceptibility to chemically induced epithelial damage and subsequent mucosal inflammation, while excessive Stat3 activation confers resistance to colitis. Stat3 has the capacity to mediate IL-6- and IL-11-dependent IEC survival and to promote proliferation through G1 and G2/M cell-cycle progression as the common tumor cell-autonomous mechanism that bridges chronic inflammation to tumor promotion.


Subject(s)
Cell Cycle/physiology , Cell Survival/physiology , Colitis , Cytokine Receptor gp130/metabolism , Enterocytes/physiology , Neoplasms , STAT3 Transcription Factor/metabolism , Animals , Apoptosis/physiology , Cell Cycle Proteins/metabolism , Cell Proliferation , Colitis/complications , Colitis/immunology , Colitis/pathology , Cytokine Receptor gp130/genetics , Enterocytes/cytology , Enterocytes/pathology , Humans , Inflammation/immunology , Interleukin-11/immunology , Interleukin-6/immunology , Intestinal Mucosa/cytology , Intestinal Mucosa/immunology , Intestinal Mucosa/pathology , Mice , Neoplasms/etiology , Neoplasms/immunology , Neoplasms/pathology , Regeneration/physiology , STAT3 Transcription Factor/genetics , Signal Transduction/physiology
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