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1.
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
2.
JCI Insight ; 8(13)2023 07 10.
Article in English | MEDLINE | ID: mdl-37252795

ABSTRACT

Intratumoral heterogeneity is a defining hallmark of glioblastoma, driving drug resistance and ultimately recurrence. Many somatic drivers of microenvironmental change have been shown to affect this heterogeneity and, ultimately, the treatment response. However, little is known about how germline mutations affect the tumoral microenvironment. Here, we find that the single-nucleotide polymorphism (SNP) rs755622 in the promoter of the cytokine macrophage migration inhibitory factor (MIF) is associated with increased leukocyte infiltration in glioblastoma. Furthermore, we identified an association between rs755622 and lactotransferrin expression, which could also be used as a biomarker for immune-infiltrated tumors. These findings demonstrate that a germline SNP in the promoter region of MIF may affect the immune microenvironment and further reveal a link between lactotransferrin and immune activation.


Subject(s)
Glioblastoma , Macrophage Migration-Inhibitory Factors , Humans , Lactoferrin/genetics , Macrophage Migration-Inhibitory Factors/genetics , Polymorphism, Single Nucleotide , Glioblastoma/genetics , Promoter Regions, Genetic , Tumor Microenvironment/genetics , Intramolecular Oxidoreductases/genetics
3.
Neoplasia ; 28: 100790, 2022 06.
Article in English | MEDLINE | ID: mdl-35398668

ABSTRACT

Mutations in IDH1 and IDH2 drive the development of gliomas. These genetic alterations promote tumor cell renewal, disrupt differentiation states, and induce stem-like properties. Understanding how this phenotypic reprogramming occurs remains an area of high interest in glioma research. Previously, we showed that IDH mutation results in the development of a CD24-positive cell population in gliomas. Here, we demonstrate that this CD24-positive population possesses striking stem-like properties at the molecular and phenotypic levels. We found that CD24 expression is associated with stem-like features in IDH-mutant tumors, a patient-derived gliomasphere model, and a neural stem cell model of IDH1-mutant glioma. In orthotopic models, CD24-positive cells display enhanced tumor initiating potency compared to CD24-negative cells. Furthermore, CD24 knockdown results in changes in cell viability, proliferation rate, and gene expression that closely resemble a CD24-negative phenotype. Our data demonstrate that induction of a CD24-positive population is one mechanism by which IDH-mutant tumors acquire stem-like properties. These findings have significant implications for our understanding of the molecular underpinnings of IDH-mutant gliomas.


Subject(s)
Brain Neoplasms , Glioma , Isocitrate Dehydrogenase , Neoplastic Stem Cells , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , CD24 Antigen/genetics , CD24 Antigen/metabolism , Glioma/genetics , Glioma/metabolism , Glioma/pathology , Humans , Isocitrate Dehydrogenase/genetics , Isocitrate Dehydrogenase/metabolism , Mutation , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Phenotype
4.
Nat Genet ; 54(7): 996-1012, 2022 07.
Article in English | MEDLINE | ID: mdl-35817971

ABSTRACT

Defects in pathways governing genomic fidelity have been linked to improved response to immune checkpoint blockade therapy (ICB). Pathogenic POLE/POLD1 mutations can cause hypermutation, yet how diverse mutations in POLE/POLD1 influence antitumor immunity following ICB is unclear. Here, we comprehensively determined the effect of POLE/POLD1 mutations in ICB and elucidated the mechanistic impact of these mutations on tumor immunity. Murine syngeneic tumors harboring Pole/Pold1 functional mutations displayed enhanced antitumor immunity and were sensitive to ICB. Patients with POLE/POLD1 mutated tumors harboring telltale mutational signatures respond better to ICB than patients harboring wild-type or signature-negative tumors. A mutant POLE/D1 function-associated signature-based model outperformed several traditional approaches for identifying POLE/POLD1 mutated patients that benefit from ICB. Strikingly, the spectrum of mutational signatures correlates with the biochemical features of neoantigens. Alterations that cause POLE/POLD1 function-associated signatures generate T cell receptor (TCR)-contact residues with increased hydrophobicity, potentially facilitating T cell recognition. Altogether, the functional landscapes of POLE/POLD1 mutations shape immunotherapy efficacy.


Subject(s)
DNA Polymerase II/genetics , Neoplasms , Poly-ADP-Ribose Binding Proteins/genetics , Animals , DNA Polymerase III/genetics , Humans , Immunotherapy , Mice , Mutation , Neoplasms/genetics
5.
Methods Mol Biol ; 2236: 157-175, 2021.
Article in English | MEDLINE | ID: mdl-33237547

ABSTRACT

We will first describe analysis of MDSC subsets from patient tumors with multicolor flow cytometry. The key components of this methodology are to obtain viable single cell suspensions and eliminate red blood cell contamination.


Subject(s)
Brain Neoplasms/pathology , Cell Movement , Cell Separation/methods , Glioblastoma/pathology , Myeloid-Derived Suppressor Cells/pathology , Cell Membrane/metabolism , Epitopes/metabolism , Flow Cytometry , Humans , Phenotype , Staining and Labeling , Transcriptome/genetics
6.
Transl Oncol ; 14(11): 101192, 2021 Nov.
Article in English | MEDLINE | ID: mdl-34365219

ABSTRACT

An important factor correlated with poor survival in glioblastoma (GBM) is the aberrant and persistent activation of STAT3, a critical transcription factor that regulates multiple genes with key roles in cell survival, proliferation, resistance to chemotherapy, and stem cell maintenance. The Interleukin-6 (IL6)-STAT3 signaling axis has been studied extensively in inflammation and cancer. However, it is not completely understood how high levels of activated STAT3 are sustained in tumors. Previously, we identified a novel mechanism of biphasic activation of STAT3 in response to gp130-linked cytokines, including IL6, in which activation of STAT3 is prolonged by circumventing the negative regulatory mechanisms induced by its initial activationTo target prolonged STAT3 activation, we used the small molecule inhibitor bazedoxifene (BZA), which blocks formation of the IL6 receptor-gp130 complex. Glioma stem-like cells (GSCs) are more tumorigenic and more resistant to therapy. STAT3 is a key driver of the expression of stem cell transcription factors, making it a therapeutically important target in GBM. We show that treating GSCs with BZA decreases their self-renewal capacity and the expression of GSC markers in vitro. Additionally, BZA crosses the blood-brain barrier and confers a survival advantage in an orthotopic syngeneic mouse model of GBM. Although IL6-STAT3 signaling is important for GSC survival, a therapeutic agent that inhibits this pathway without toxicity has yet to be identified. Our findings reveal a mechanism of sustained STAT3 signaling in GBM and reveal its role in GSC maintenance, and we identify BZA as a novel candidate for treating GBM.

7.
Clin Cancer Res ; 27(7): 2038-2049, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33542075

ABSTRACT

PURPOSE: Glioblastoma (GBM) immunotherapy clinical trials are generally initiated after standard-of-care treatment-including surgical resection, perioperative high-dose steroid therapy, chemotherapy, and radiation treatment-has either begun or failed. However, the impact of these interventions on the antitumoral immune response is not well studied. While discoveries regarding the impact of chemotherapy and radiation on immune response have been made and translated into clinical trial design, the impact of surgical resection and steroids on the antitumor immune response has yet to be determined. EXPERIMENTAL DESIGN: We developed a murine model integrating tumor resection and steroid treatment and used flow cytometry to analyze systemic and local immune changes. These mouse model findings were validated in a cohort of 95 patients with primary GBM. RESULTS: Using our murine resection model, we observed a systemic reduction in lymphocytes corresponding to increased tumor volume and decreased circulating lymphocytes that was masked by dexamethasone treatment. The reduction in circulating T cells was due to reduced CCR7 expression, resulting in T-cell sequestration in lymphoid organs and the bone marrow. We confirmed these findings in a cohort of patients with primary GBM and found that prior to steroid treatment, circulating lymphocytes inversely correlated with tumor volume. Finally, we demonstrated that peripheral lymphocyte content varies with progression-free survival and overall survival, independent of tumor volume, steroid use, or molecular profiles. CONCLUSIONS: These data reveal that prior to intervention, increased tumor volume corresponds with reduced systemic immune function and that peripheral lymphocyte counts are prognostic when steroid treatment is taken into account.


Subject(s)
Brain Neoplasms/immunology , Glioblastoma/immunology , Aged , Animals , Brain Neoplasms/mortality , Brain Neoplasms/pathology , Brain Neoplasms/therapy , Dexamethasone/therapeutic use , Disease Models, Animal , Female , Glioblastoma/mortality , Glioblastoma/pathology , Glioblastoma/therapy , Humans , Immune Tolerance , Immunophenotyping , Lymphocyte Count , Male , Mice , Mice, Inbred C57BL , Middle Aged , Tumor Burden
8.
Cancers (Basel) ; 13(18)2021 Sep 08.
Article in English | MEDLINE | ID: mdl-34572751

ABSTRACT

Glioblastoma (GBM) is the most common primary brain tumor in adults, with few available therapies and a five-year survival rate of 7.2%. Hence, strategies for improving GBM prognosis are urgently needed. The translocator protein 18kDa (TSPO) plays crucial roles in essential mitochondria-based physiological processes and is a validated biomarker of neuroinflammation, which is implicated in GBM progression. The TSPO gene has a germline single nucleotide polymorphism, rs6971, which is the most common SNP in the Caucasian population. High TSPO gene expression is associated with reduced survival in GBM patients; however, the relation between the most frequent TSPO genetic variant and GBM pathogenesis is not known. The present study retrospectively analyzed the correlation of the TSPO polymorphic variant rs6971 with overall and progression-free survival in GBM patients using three independent cohorts. TSPO rs6971 polymorphism was significantly associated with shorter overall survival and progression-free survival in male GBM patients but not in females in one large cohort of 441 patients. We observed similar trends in two other independent cohorts. These observations suggest that the TSPO rs6971 polymorphism could be a significant predictor of poor prognosis in GBM, with a potential for use as a prognosis biomarker in GBM patients. These results reveal for the first time a biological sex-specific relation between rs6971 TSPO polymorphism and GBM.

9.
Med ; 2(4): 423-434, 2021 04 09.
Article in English | MEDLINE | ID: mdl-34036293

ABSTRACT

BACKGROUND: Cancer immunotherapy is associated with several immune-related adverse events, but the relationship between immunotherapy and venous thromboembolism has not been thoroughly studied. METHODS: We conducted a retrospective cohort study of 1,686 patients who received immunotherapy for a variety of malignancies to determine the incidence of venous thromboembolism and the impact of venous thromboembolism on survival. To examine the potential role of inflammation in venous thromboembolism, we also profiled immune cells and plasma cytokines in blood samples obtained prior to initiation of immunotherapy in a sub-cohort of patients treated on clinical trials who subsequently did (N = 15), or did not (N = 10) develop venous thromboembolism. FINDINGS: Venous thromboembolism occurred while on immunotherapy in 404/1686 patients (24%) and was associated with decreased overall survival [HR=1.22 (95% CI 1.06-1.41), p<0.008]. Patients that developed venous thromboembolism had significantly higher pretreatment levels of myeloid-derived suppressor cells (5.382 ± 0.873 vs. 3.341 ± 0.3402, mean ± SEM; p=0.0045), interleukin 8 (221.2 ± 37.53 vs. 111.6 ± 25.36, mean ± SEM; p=0.016), and soluble vascular cell adhesion protein 1 (1210 ± 120.6 vs. 895.5 ± 53.34, mean ± SEM; p=0.0385). CONCLUSIONS: These findings demonstrate that venous thromboembolism is an underappreciated and important immune-related adverse event associated with cancer immunotherapy, and may implicate an interleukin 8 and myeloid-derived suppressor cell-driven pathway in pathogenesis.


Subject(s)
Neoplasms , Venous Thromboembolism , Humans , Immunotherapy/adverse effects , Incidence , Interleukin-8/therapeutic use , Neoplasms/complications , Retrospective Studies , Venous Thromboembolism/epidemiology
10.
Sci Rep ; 10(1): 18848, 2020 11 02.
Article in English | MEDLINE | ID: mdl-33139767

ABSTRACT

Myeloid-derived suppressor cells (MDSCs) are immunosuppressive cells that are increased in patients with numerous malignancies including viral-derived hepatocellular carcinoma (HCC). Here, we report an elevation of MDSCs in the peripheral blood of patients with other hepatobiliary malignancies including non-viral HCC, neuroendocrine tumors (NET), and colorectal carcinoma with liver metastases (CRLM), but not cholangiocarcinoma (CCA). The investigation of myeloid cell infiltration in HCC, NET and intrahepatic CCA tumors further established that the frequency of antigen-presenting cells was limited compared to benign lesions, suggesting that primary and metastatic hepatobiliary cancers have distinct peripheral and tumoral myeloid signatures. Bioinformatics analysis of The Cancer Genome Atlas dataset demonstrated that a high MDSC score in HCC patients is associated with poor disease outcome. Given our observation that MDSCs are increased in non-CCA malignant liver cancers, these cells may represent suitable targets for effective immunotherapy approaches.


Subject(s)
Carcinoma, Hepatocellular/immunology , Gastrointestinal Neoplasms/immunology , Myeloid Cells/immunology , Myeloid-Derived Suppressor Cells/immunology , Adult , Aged , Aged, 80 and over , Bile Duct Neoplasms/immunology , Bile Duct Neoplasms/pathology , Biomarkers, Tumor/immunology , Carcinoma, Hepatocellular/pathology , Cholangiocarcinoma/immunology , Cholangiocarcinoma/pathology , Female , Gastrointestinal Neoplasms/classification , Gastrointestinal Neoplasms/pathology , Humans , Liver Neoplasms/immunology , Liver Neoplasms/pathology , Male , Middle Aged , Myeloid Cells/pathology , Myeloid-Derived Suppressor Cells/pathology , Tumor Microenvironment/immunology
11.
Front Immunol ; 11: 1191, 2020.
Article in English | MEDLINE | ID: mdl-32625208

ABSTRACT

The application of tumor immunotherapy to glioblastoma (GBM) is limited by an unprecedented degree of immune suppression due to factors that include high numbers of immune suppressive myeloid cells, the blood brain barrier, and T cell sequestration to the bone marrow. We previously identified an increase in immune suppressive myeloid-derived suppressor cells (MDSCs) in GBM patients, which correlated with poor prognosis and was dependent on macrophage migration inhibitory factor (MIF). Here we examine the MIF signaling axis in detail in murine MDSC models, GBM-educated MDSCs and human GBM. We found that the monocytic subset of MDSCs (M-MDSCs) expressed high levels of the MIF cognate receptor CD74 and was localized in the tumor microenvironment. In contrast, granulocytic MDSCs (G-MDSCs) expressed high levels of the MIF non-cognate receptor CXCR2 and showed minimal accumulation in the tumor microenvironment. Furthermore, targeting M-MDSCs with Ibudilast, a brain penetrant MIF-CD74 interaction inhibitor, reduced MDSC function and enhanced CD8 T cell activity in the tumor microenvironment. These findings demonstrate the MDSC subsets differentially express MIF receptors and may be leveraged for specific MDSC targeting.


Subject(s)
Brain Neoplasms/immunology , Glioblastoma/immunology , Myeloid-Derived Suppressor Cells/immunology , Receptors, Immunologic/immunology , Tumor Escape/immunology , Animals , Humans , Immunotherapy/methods , Macrophage Migration-Inhibitory Factors/immunology , Macrophage Migration-Inhibitory Factors/metabolism , Mice , Pyridines/pharmacology , Receptors, Immunologic/metabolism , Tumor Escape/drug effects , Tumor Microenvironment/drug effects , Tumor Microenvironment/immunology
12.
Cancer Discov ; 10(8): 1210-1225, 2020 08.
Article in English | MEDLINE | ID: mdl-32300059

ABSTRACT

Myeloid-derived suppressor cells (MDSC) that block antitumor immunity are elevated in glioblastoma (GBM) patient blood and tumors. However, the distinct contributions of monocytic (mMDSC) versus granulocytic (gMDSC) subsets have yet to be determined. In mouse models of GBM, we observed that mMDSCs were enriched in the male tumors, whereas gMDSCs were elevated in the blood of females. Depletion of gMDSCs extended survival only in female mice. Using gene-expression signatures coupled with network medicine analysis, we demonstrated in preclinical models that mMDSCs could be targeted with antiproliferative agents in males, whereas gMDSC function could be inhibited by IL1ß blockade in females. Analysis of patient data confirmed that proliferating mMDSCs were predominant in male tumors and that a high gMDSC/IL1ß gene signature correlated with poor prognosis in female patients. These findings demonstrate that MDSC subsets differentially drive immune suppression in a sex-specific manner and can be leveraged for therapeutic intervention in GBM. SIGNIFICANCE: Sexual dimorphism at the level of MDSC subset prevalence, localization, and gene-expression profile constitutes a therapeutic opportunity. Our results indicate that chemotherapy can be used to target mMDSCs in males, whereas IL1 pathway inhibitors can provide benefit to females via inhibition of gMDSCs.See related commentary by Gabrilovich et al., p. 1100.This article is highlighted in the In This Issue feature, p. 1079.


Subject(s)
Brain Neoplasms/pathology , Glioblastoma/pathology , Myeloid-Derived Suppressor Cells , Sex Characteristics , Animals , Antineoplastic Agents/therapeutic use , Brain Neoplasms/drug therapy , Brain Neoplasms/genetics , Brain Neoplasms/immunology , Cell Line, Tumor , Coculture Techniques , Female , Gene Expression Regulation, Neoplastic/drug effects , Glioblastoma/drug therapy , Glioblastoma/genetics , Glioblastoma/immunology , Humans , Immunotherapy , Interleukin-1beta/antagonists & inhibitors , Interleukin-1beta/genetics , Male , Mice, Inbred C57BL , Mice, Transgenic , Myeloid-Derived Suppressor Cells/drug effects , T-Lymphocytes/immunology , Vidarabine/analogs & derivatives , Vidarabine/therapeutic use
13.
Neuro Oncol ; 22(11): 1591-1601, 2020 11 26.
Article in English | MEDLINE | ID: mdl-32592484

ABSTRACT

BACKGROUND: Glioblastoma (GBM) is the most aggressive primary brain tumor and has a dismal prognosis. Previously, we identified that junctional adhesion molecule A (JAM-A), a cell adhesion molecule, is highly elevated in human GBM cancer stem cells and predicts poor patient prognosis. While JAM-A is also highly expressed in other cells in the tumor microenvironment, specifically microglia and macrophages, how JAM-A expression in these cells affects tumor growth has yet to be determined. The goal of this study was to understand the role of microenvironmental JAM-A in mediating GBM growth. METHODS: Male and female wild-type (WT) and JAM-A-deficient mice were transplanted intracranially with the syngeneic glioma cell lines GL261 and SB28 and were assessed for differences in survival and microglial activation in tumors and in vitro. RNA-sequencing was performed to identify differentially regulated genes among all genotypes, and differences were validated in vitro and in vivo. RESULTS: We found that JAM-A-deficient female mice succumbed to GBM more quickly compared with WT females and JAM-A-deficient and male WT mice. Analysis of microglia in the tumors revealed that female JAM-A-deficient microglia were more activated, and RNA-sequencing identified elevated expression of Fizz1 and Ifi202b specifically in JAM-A-deficient female microglia. CONCLUSIONS: Our findings suggest that JAM-A functions to suppress pathogenic microglial activation in the female tumor microenvironment, highlighting an emerging role for sex differences in the GBM microenvironment and suggesting that sex differences extend beyond previously reported tumor cell-intrinsic differences.


Subject(s)
Glioblastoma , Animals , Cell Line, Tumor , Female , Glioblastoma/genetics , Humans , Junctional Adhesion Molecule A , Male , Mice , Mice, Inbred C57BL , Microglia , Tumor Microenvironment
14.
JCI Insight ; 4(22)2019 11 14.
Article in English | MEDLINE | ID: mdl-31600167

ABSTRACT

BACKGROUNDMyeloid-derived suppressor cells (MDSCs) are elevated in the circulation of patients with glioblastoma (GBM), present in tumor tissue, and associated with poor prognosis. While low-dose chemotherapy reduces MDSCs in preclinical models, the use of this strategy to reduce MDSCs in GBM patients has yet to be evaluated.METHODSA phase 0/I dose-escalation clinical trial was conducted in patients with recurrent GBM treated 5-7 days before surgery with low-dose chemotherapy via capecitabine, followed by concomitant low-dose capecitabine and bevacizumab. Clinical outcomes, including progression-free and overall survival, were measured, along with safety and toxicity profiles. Over the treatment time course, circulating MDSC levels were measured by multiparameter flow cytometry, and tumor tissue immune profiles were assessed via time-of-flight mass cytometry.RESULTSEleven patients total were enrolled across escalating dose cohorts of 150, 300, and 450 mg bid. No serious adverse events related to the drug combination were observed. Compared with pretreatment baseline, circulating MDSCs were found to be higher after surgery in the 150-mg treatment arm and lower in the 300-mg and 450-mg treatment arms. Increased cytotoxic immune infiltration was observed after low-dose capecitabine compared with untreated GBM patients in the 300-mg and 450-mg treatment arms.CONCLUSIONSLow-dose, metronomic capecitabine in combination with bevacizumab was well tolerated in GBM patients and was associated with a reduction in circulating MDSC levels and an increase in cytotoxic immune infiltration into the tumor microenvironment.TRIAL REGISTRATIONClinicalTrials.gov NCT02669173.FUNDINGThis research was funded by the Cleveland Clinic, Case Comprehensive Cancer Center, the Musella Foundation, B*CURED, the NIH, the National Cancer Institute, the Sontag Foundation, Blast GBM, the James B. Pendleton Charitable Trust, and the Dr. Miriam and Sheldon G. Adelson Medical Research Foundation. Capecitabine was provided in kind by Mylan Pharmaceuticals.


Subject(s)
Antineoplastic Agents, Immunological , Capecitabine , Glioblastoma/drug therapy , Myeloid-Derived Suppressor Cells/drug effects , Adult , Aged , Antineoplastic Agents, Immunological/administration & dosage , Antineoplastic Agents, Immunological/pharmacology , Antineoplastic Agents, Immunological/therapeutic use , Bevacizumab/administration & dosage , Bevacizumab/pharmacology , Bevacizumab/therapeutic use , Capecitabine/administration & dosage , Capecitabine/pharmacology , Capecitabine/therapeutic use , Female , Humans , Male , Middle Aged , Tumor Microenvironment/drug effects
15.
Cancer Discov ; 9(11): 1574-1589, 2019 11.
Article in English | MEDLINE | ID: mdl-31434712

ABSTRACT

Glioblastomas (GBM) are lethal brain tumors where poor outcome is attributed to cellular heterogeneity, therapeutic resistance, and a highly infiltrative nature. These characteristics are preferentially linked to GBM cancer stem cells (GSC), but how GSCs maintain their stemness is incompletely understood and the subject of intense investigation. Here, we identify a novel signaling loop that induces and maintains GSCs consisting of an atypical metalloproteinase, ADAMDEC1, secreted by GSCs. ADAMDEC1 rapidly solubilizes FGF2 to stimulate FGFR1 expressed on GSCs. FGFR1 signaling induces upregulation of ZEB1 via ERK1/2 that regulates ADAMDEC1 expression through miR-203, creating a positive feedback loop. Genetic or pharmacologic targeting of components of this axis attenuates self-renewal and tumor growth. These findings reveal a new signaling axis for GSC maintenance and highlight ADAMDEC1 and FGFR1 as potential therapeutic targets in GBM. SIGNIFICANCE: Cancer stem cells (CSC) drive tumor growth in many cancers including GBM. We identified a novel sheddase, ADAMDEC1, which initiates an FGF autocrine loop to promote stemness in CSCs. This loop can be targeted to reduce GBM growth.This article is highlighted in the In This Issue feature, p. 1469.


Subject(s)
ADAM Proteins/metabolism , Brain Neoplasms/metabolism , Glioblastoma/metabolism , Neoplastic Stem Cells/metabolism , Signal Transduction , Animals , Brain Neoplasms/genetics , Cell Line, Tumor , Feedback, Physiological , Female , Fibroblast Growth Factor 2/metabolism , Glioblastoma/genetics , Humans , MicroRNAs/genetics , Neoplasm Transplantation , Receptor, Fibroblast Growth Factor, Type 1/metabolism , Zinc Finger E-box-Binding Homeobox 1/metabolism
16.
Cell Rep ; 27(4): 1062-1072.e5, 2019 04 23.
Article in English | MEDLINE | ID: mdl-31018124

ABSTRACT

Gap-junction-mediated cell-cell communication enables tumor cells to synchronize complex processes. We previously found that glioblastoma cancer stem cells (CSCs) express higher levels of the gap junction protein Cx46 compared to non-stem tumor cells (non-CSCs) and that this was necessary and sufficient for CSC maintenance. To understand the mechanism underlying this requirement, we use point mutants to disrupt specific functions of Cx46 and find that Cx46-mediated gap-junction coupling is critical for CSCs. To develop a Cx46 targeting strategy, we screen a clinically relevant small molecule library and identify clofazimine as an inhibitor of Cx46-specific cell-cell communication. Clofazimine attenuates proliferation, self-renewal, and tumor growth and synergizes with temozolomide to induce apoptosis. Although clofazimine does not cross the blood-brain barrier, the combination of clofazimine derivatives optimized for brain penetrance with standard-of-care therapies may target glioblastoma CSCs. Furthermore, these results demonstrate the importance of targeting cell-cell communication as an anti-cancer therapy.


Subject(s)
Connexin 43/physiology , Glioblastoma/pathology , Neoplastic Stem Cells/metabolism , Animals , Cell Communication/drug effects , Clofazimine/pharmacology , Connexin 43/antagonists & inhibitors , Connexin 43/genetics , DNA Mutational Analysis , Gap Junctions/physiology , Glioblastoma/metabolism , HeLa Cells , Humans , Mice , NIH 3T3 Cells , Xenograft Model Antitumor Assays
17.
Genetics ; 210(2): 531-546, 2018 10.
Article in English | MEDLINE | ID: mdl-30068527

ABSTRACT

The Condensin II complex plays important, conserved roles in genome organization throughout the cell cycle and in the regulation of gene expression. Previous studies have linked decreased Condensin II subunit expression with a variety of diseases. Here, we show that elevated levels of Condensin II subunits are detected in somatic cancers. To evaluate potential biological effects of elevated Condensin II levels, we overexpressed the Condensin II subunit, dCAP-D3 in Drosophila melanogaster larval tissues and examined the effects on the mitotic- and interphase-specific functions of Condensin II. Interestingly, while ubiquitous overexpression resulted in pupal lethality, tissue specific overexpression of dCAP-D3 caused formation of nucleoplasmic protein aggregates which slowed mitotic prophase progression, mimicking results observed when dCAP-D3 levels are depleted. Surprisingly, dCAP-D3 aggregate formation resulted in faster transitions from metaphase to anaphase. Overexpressed dCAP-D3 protein failed to precipitate other Condensin II subunits in nondividing tissues, but did cause changes to gene expression which occurred in a manner opposite of what was observed when dCAP-D3 levels were depleted in both dividing and nondividing tissues. Our findings show that altering dCAP-D3 levels in either direction has detrimental effects on mitotic timing, the regulation of gene expression, and organism development. Taken together, these data suggest that the different roles for Condensin II throughout the cell cycle may be independent of each other and/or that dCAP-D3 may possess functions that are separate from those involving its association with the Condensin II complex. If conserved, these findings could have implications for tumors harboring elevated CAP-D3 levels.


Subject(s)
Adenosine Triphosphatases/genetics , DNA-Binding Proteins/genetics , Drosophila Proteins/genetics , Multiprotein Complexes/genetics , Adenosine Triphosphatases/metabolism , Animals , DNA-Binding Proteins/metabolism , Drosophila Proteins/metabolism , Drosophila melanogaster , Embryonic Development/genetics , Gene Expression Regulation, Developmental , Mitosis , Multiprotein Complexes/metabolism
18.
JCI Insight ; 3(21)2018 11 02.
Article in English | MEDLINE | ID: mdl-30385717

ABSTRACT

Glioblastoma (GBM) remains uniformly lethal, and despite a large accumulation of immune cells in the microenvironment, there is limited antitumor immune response. To overcome these challenges, a comprehensive understanding of GBM systemic immune response during disease progression is required. Here, we integrated multiparameter flow cytometry and mass cytometry TOF (CyTOF) analysis of patient blood to determine changes in the immune system among tumor types and over disease progression. Utilizing flow cytometry analysis in a cohort of 259 patients ranging from benign to malignant primary and metastatic brain tumors, we found that GBM patients had a significant elevation in myeloid-derived suppressor cells (MDSCs) in peripheral blood but not immunosuppressive Tregs. In GBM patient tissue, we found that increased MDSC levels in recurrent GBM portended poor prognosis. CyTOF analysis of peripheral blood from newly diagnosed GBM patients revealed that reduced MDSCs over time were accompanied by a concomitant increase in DCs. GBM patients with extended survival also had reduced MDSCs, similar to the levels of low-grade glioma (LGG) patients. Our findings provide a rationale for developing strategies to target MDSCs, which are elevated in GBM patients and predict poor prognosis.


Subject(s)
Brain Neoplasms/immunology , Cell Line/immunology , Glioblastoma/immunology , Myeloid-Derived Suppressor Cells/immunology , Brain Neoplasms/mortality , Brain Neoplasms/pathology , Brain Neoplasms/secondary , Cell Line/drug effects , Disease Progression , Female , Flow Cytometry/methods , Glioblastoma/pathology , Humans , Longitudinal Studies , Male , Myeloid-Derived Suppressor Cells/drug effects , Neoplasm Metastasis , Neoplasm Staging , Prognosis , Survival Analysis , Tumor Microenvironment/drug effects
19.
Nat Commun ; 9(1): 578, 2018 02 08.
Article in English | MEDLINE | ID: mdl-29422613

ABSTRACT

Tumors adapt their phenotypes during growth and in response to therapies through dynamic changes in cellular processes. Connexin proteins enable such dynamic changes during development, and their dysregulation leads to disease states. The gap junction communication channels formed by connexins have been reported to exhibit tumor-suppressive functions, including in triple-negative breast cancer (TNBC). However, we find that connexin 26 (Cx26) is elevated in self-renewing cancer stem cells (CSCs) and is necessary and sufficient for their maintenance. Cx26 promotes CSC self-renewal by forming a signaling complex with the pluripotency transcription factor NANOG and focal adhesion kinase (FAK), resulting in NANOG stabilization and FAK activation. This FAK/NANOG-containing complex is not formed in mammary epithelial or luminal breast cancer cells. These findings challenge the paradigm that connexins are tumor suppressors in TNBC and reveal a unique function for Cx26 in regulating the core self-renewal signaling that controls CSC maintenance.


Subject(s)
Cell Self Renewal , Connexins/metabolism , Focal Adhesion Protein-Tyrosine Kinases/metabolism , Nanog Homeobox Protein/metabolism , Neoplastic Stem Cells/metabolism , Triple Negative Breast Neoplasms/metabolism , Animals , Cell Line, Tumor , Connexin 26 , Female , Humans , MCF-7 Cells , Mammary Glands, Human/metabolism , Mice , Mice, SCID , Neoplasm Transplantation
20.
Cell Stem Cell ; 20(4): 450-461.e4, 2017 04 06.
Article in English | MEDLINE | ID: mdl-28089910

ABSTRACT

Tumors contain hostile inflammatory signals generated by aberrant proliferation, necrosis, and hypoxia. These signals are sensed and acted upon acutely by the Toll-like receptors (TLRs) to halt proliferation and activate an immune response. Despite the presence of TLR ligands within the microenvironment, tumors progress, and the mechanisms that permit this growth remain largely unknown. We report that self-renewing cancer stem cells (CSCs) in glioblastoma have low TLR4 expression that allows them to survive by disregarding inflammatory signals. Non-CSCs express high levels of TLR4 and respond to ligands. TLR4 signaling suppresses CSC properties by reducing retinoblastoma binding protein 5 (RBBP5), which is elevated in CSCs. RBBP5 activates core stem cell transcription factors, is necessary and sufficient for self-renewal, and is suppressed by TLR4 overexpression in CSCs. Our findings provide a mechanism through which CSCs persist in hostile environments because of an inability to respond to inflammatory signals.


Subject(s)
Cell Self Renewal/immunology , Glioblastoma/immunology , Glioblastoma/pathology , Immune Evasion , Immunity, Innate , Neoplastic Stem Cells/pathology , Toll-Like Receptor 4/metabolism , Animals , Cell Line, Tumor , Cell Proliferation , DNA-Binding Proteins , Female , Humans , Mice , Models, Biological , Nuclear Proteins/metabolism , Protein Serine-Threonine Kinases/metabolism , Signal Transduction
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