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1.
Mol Nutr Food Res ; 67(21): e2300040, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37672803

ABSTRACT

SCOPE: Disruption of the one carbon metabolism during development, i.e., following a gestational vitamin B9 and B12 deficiencies, is involved in birth defects and brain development delay. Using a rat nutritional model, consisting of pups born to dams fed a vitamin B9 and B12 deficient diet (MDD), the study previously reports molecular and cellular alterations in the brain, in a sex dependent manner, with females being more affected than males. The study hypothesizes that epigenetic modifications could participate in the sex differences is observed. METHODS AND RESULTS: The study investigates lysine methylation of histones and expression of microRNAs in the cerebellum of MDD male and female pups. The study reports a differential regulation of H3K36Me2 and H4K20Me3 between males and females, in response to MDD. Moreover, distinct regulation of Kmt5b and Kdm2a expression by miR-134-5p and miR-369-5p from the Dlk1-Dio3 locus, contributes to the maintenance of expression of genes involved in synaptic plasticity. CONCLUSION: These results could explain the neuroprotection to MDD that male pups display. The work will contribute to the understanding of the consequences of vitamin starvation on brain development, as well as how the epigenome is affected by one carbon metabolism disruption.


Subject(s)
MicroRNAs , Rats , Female , Animals , Male , Methylation , MicroRNAs/genetics , Histones/genetics , Folic Acid , Cerebellum , Carbon , DNA Methylation , Membrane Proteins/genetics , Intercellular Signaling Peptides and Proteins
2.
Front Oncol ; 13: 1158773, 2023.
Article in English | MEDLINE | ID: mdl-37601663

ABSTRACT

Introduction: Meningiomas are the most common type of primary central nervous system tumors. In about 80% cases, these tumors are benign and grow very slowly, but the remainder 20% can unlock higher proliferation rates and become malignant. In this study we examined two miRs, miR-16 and miR-519, and evaluated their role in tumorigenesis and cell growth in human meningioma. Methods: A cohort of 60 intracranial grade 1 and grade 2 human meningioma plus 20 healthy meningeal tissues was used to quantify miR-16 and miR-519 expressions. Cell growth and dose-response assays were performed in two human meningioma cell lines, Ben-Men-1 (benign) and IOMM-Lee (aggressive). Transcriptomes of IOMM-lee cells were measured after both miR-mimics transfection, followed by integrative bioinformatics to expand on available data. Results: In tumoral tissues, we detected decreased levels of miR-16 and miR-519 when compared with arachnoid cells of healthy patients (miR-16: P=8.7e-04; miR-519: P=3.5e-07). When individually overexpressing these miRs in Ben-Men-1 and IOMM-Lee, we observed that each showed reduced growth (P<0.001). In IOMM-Lee cell transcriptomes, downregulated genes, among which ELAVL1/HuR (miR-16: P=6.1e-06; miR-519:P=9.38e-03), were linked to biological processes such as mitotic cell cycle regulation, pre-replicative complex, and brain development (FDR<1e-05). Additionally, we uncovered a specific transcriptomic signature of miR-16/miR-519-dysregulated genes which was highly enriched in HuR targets (>6-fold; 79.6% of target genes). Discussion: These results were confirmed on several public transcriptomic and microRNA datasets of human meningiomas, hinting that the putative tumor suppressor effect of these miRs is mediated, at least in part, via HuR direct or indirect inhibition.

3.
Nucleic Acids Res ; 51(16): 8413-8433, 2023 09 08.
Article in English | MEDLINE | ID: mdl-37462077

ABSTRACT

Genotoxicants have been used for decades as front-line therapies against cancer on the basis of their DNA-damaging actions. However, some of their non-DNA-damaging effects are also instrumental for killing dividing cells. We report here that the anthracycline Daunorubicin (DNR), one of the main drugs used to treat Acute Myeloid Leukemia (AML), induces rapid (3 h) and broad transcriptional changes in AML cells. The regulated genes are particularly enriched in genes controlling cell proliferation and death, as well as inflammation and immunity. These transcriptional changes are preceded by DNR-dependent deSUMOylation of chromatin proteins, in particular at active promoters and enhancers. Surprisingly, inhibition of SUMOylation with ML-792 (SUMO E1 inhibitor), dampens DNR-induced transcriptional reprogramming. Quantitative proteomics shows that the proteins deSUMOylated in response to DNR are mostly transcription factors, transcriptional co-regulators and chromatin organizers. Among them, the CCCTC-binding factor CTCF is highly enriched at SUMO-binding sites found in cis-regulatory regions. This is notably the case at the promoter of the DNR-induced NFKB2 gene. DNR leads to a reconfiguration of chromatin loops engaging CTCF- and SUMO-bound NFKB2 promoter with a distal cis-regulatory region and inhibition of SUMOylation with ML-792 prevents these changes.


Subject(s)
Daunorubicin , Leukemia, Myeloid, Acute , Humans , Daunorubicin/pharmacology , Daunorubicin/therapeutic use , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Esters/therapeutic use , Chromatin/genetics
4.
Nucleic Acids Res ; 49(5): 2488-2508, 2021 03 18.
Article in English | MEDLINE | ID: mdl-33533919

ABSTRACT

The ubiquitous family of dimeric transcription factors AP-1 is made up of Fos and Jun family proteins. It has long been thought to operate principally at gene promoters and how it controls transcription is still ill-understood. The Fos family protein Fra-1 is overexpressed in triple negative breast cancers (TNBCs) where it contributes to tumor aggressiveness. To address its transcriptional actions in TNBCs, we combined transcriptomics, ChIP-seqs, machine learning and NG Capture-C. Additionally, we studied its Fos family kin Fra-2 also expressed in TNBCs, albeit much less. Consistently with their pleiotropic effects, Fra-1 and Fra-2 up- and downregulate individually, together or redundantly many genes associated with a wide range of biological processes. Target gene regulation is principally due to binding of Fra-1 and Fra-2 at regulatory elements located distantly from cognate promoters where Fra-1 modulates the recruitment of the transcriptional co-regulator p300/CBP and where differences in AP-1 variant motif recognition can underlie preferential Fra-1- or Fra-2 bindings. Our work also shows no major role for Fra-1 in chromatin architecture control at target gene loci, but suggests collaboration between Fra-1-bound and -unbound enhancers within chromatin hubs sometimes including promoters for other Fra-1-regulated genes. Our work impacts our view of AP-1.


Subject(s)
Enhancer Elements, Genetic , Gene Expression Regulation, Neoplastic , Proto-Oncogene Proteins c-fos/metabolism , Triple Negative Breast Neoplasms/genetics , Binding Sites , Cell Line, Tumor , Chromatin/chemistry , Chromatin/metabolism , Epigenesis, Genetic , Fos-Related Antigen-2/metabolism , Humans , Nucleotide Motifs , Promoter Regions, Genetic , Proto-Oncogene Proteins c-fos/physiology , Transcription Factor AP-1/metabolism , Triple Negative Breast Neoplasms/metabolism , p300-CBP Transcription Factors/metabolism
5.
Mol Neurobiol ; 58(2): 576-602, 2021 Feb.
Article in English | MEDLINE | ID: mdl-32997293

ABSTRACT

Understanding Parkinson's disease (PD), in particular in its earliest phases, is important for diagnosis and treatment. However, human brain samples are collected post-mortem, reflecting mainly end-stage disease. Because brain samples of mouse models can be collected at any stage of the disease process, they are useful in investigating PD progression. Here, we compare ventral midbrain transcriptomics profiles from α-synuclein transgenic mice with a progressive, early PD-like striatal neurodegeneration across different ages using pathway, gene set, and network analysis methods. Our study uncovers statistically significant altered genes across ages and between genotypes with known, suspected, or unknown function in PD pathogenesis and key pathways associated with disease progression. Among those are genotype-dependent alterations associated with synaptic plasticity and neurotransmission, as well as mitochondria-related genes and dysregulation of lipid metabolism. Age-dependent changes were among others observed in neuronal and synaptic activity, calcium homeostasis, and membrane receptor signaling pathways, many of which linked to G-protein coupled receptors. Most importantly, most changes occurred before neurodegeneration was detected in this model, which points to a sequence of gene expression events that may be relevant for disease initiation and progression. It is tempting to speculate that molecular changes similar to those changes observed in our model happen in midbrain dopaminergic neurons before they start to degenerate. In other words, we believe we have uncovered molecular changes that accompany the progression from preclinical to early PD.


Subject(s)
Parkinson Disease/pathology , alpha-Synuclein/metabolism , Aging/genetics , Aging/pathology , Animals , Corpus Striatum/pathology , Disease Models, Animal , Female , Gene Expression Profiling , Gene Expression Regulation, Developmental , Gene Ontology , Gene Regulatory Networks , Genotype , Humans , Mice, Transgenic , Nerve Degeneration/pathology , Parkinson Disease/genetics , Substantia Nigra/pathology , Transgenes , alpha-Synuclein/genetics
6.
Cancer Res ; 79(6): 1226-1238, 2019 03 15.
Article in English | MEDLINE | ID: mdl-30674534

ABSTRACT

Inevitable tumor recurrence and a poor median survival are frustrating reminders of the inefficacy of our current standard of care for patients with newly diagnosed glioblastoma (GBM), which includes surgery followed by radiotherapy and chemotherapy with the DNA alkylating agent temozolomide. Because resistance to genotoxic damage is achieved mainly through execution of the DNA damage response (DDR) and DNA repair pathways, knowledge of the changes in DNA repair and cell-cycle gene expression that occur during tumor development might help identify new targets and improve treatment. Here, we performed a gene expression analysis targeting components of the DNA repair and cell-cycle machineries in cohorts of paired tumor samples (i.e., biopsies from the same patient obtained at the time of primary tumor operation and at recurrence) from patients treated with radiotherapy or radiotherapy plus temozolomide. We identified and validated a 27-gene signature that resulted in the classification of GBM specimens into three groups, two of which displayed inverse expression profiles. Each group contained primary and recurrent samples, and the tumor at relapse frequently displayed a gene expression profile different from that of the matched primary biopsy. Within the groups that exhibited opposing gene expression profiles, the expression pattern of the gene signature at relapse was linked to progression-free survival. We provide experimental evidence that our signature exposes group-specific vulnerabilities against genotoxicants and inhibitors of the cell cycle and DDR, with the prospect of personalized therapeutic strategies.Significance: These findings suggest that classification of GBM tumors based on a DNA repair and cell-cycle gene expression signature exposes vulnerabilities to standard-of-care therapies and offers the potential for personalized therapeutic strategies.


Subject(s)
Biomarkers, Tumor/genetics , Brain Neoplasms/genetics , Cell Cycle Proteins/genetics , DNA Repair Enzymes/genetics , Glioblastoma/genetics , Neoplasm Recurrence, Local/genetics , Adult , Aged , Apoptosis , Brain Neoplasms/pathology , Brain Neoplasms/radiotherapy , Cell Proliferation , Cohort Studies , Female , Follow-Up Studies , Gene Expression Regulation, Neoplastic , Glioblastoma/pathology , Glioblastoma/radiotherapy , Humans , Male , Middle Aged , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/radiotherapy , Prognosis , Survival Rate , Tumor Cells, Cultured
7.
J Leukoc Biol ; 104(5): 987-1002, 2018 11.
Article in English | MEDLINE | ID: mdl-30145833

ABSTRACT

Interleukin-6 (IL-6)-type cytokines play important roles in liver (patho-)biology. For instance, they regulate the acute phase response to inflammatory signals and are involved in hepatocarcinogenesis. Much is known about the regulation of protein-coding genes by cytokines whereas their effects on the miRNome is less well understood. We performed a microarray screen to identify microRNAs (miRNAs) in human hepatocytes which are modulated by IL-6-type cytokines. Using samples of 2 donors, 27 and 68 miRNAs (out of 1,733) were found to be differentially expressed upon stimulation with hyper-IL-6 (HIL-6) for up to 72 h, with an overlap of 15 commonly regulated miRNAs. qPCR validation revealed that miR-146b-5p was also consistently up-regulated in hepatocytes derived from 2 other donors. Interestingly, miR-146b-5p (but not miR-146a-5p) was induced by IL-6-type cytokines (HIL-6 and OSM) in non-transformed liver-derived PH5CH8 and THLE2 cells and in Huh-7 hepatoma cells, but not in HepG2 or Hep3B hepatoma cells. We did not find evidence for a differential regulation of miR-146b-5p expression by promoter methylation, also when analyzing the TCGA data set on liver cancer samples. Inducible overexpression of miR-146b-5p in PH5CH8 cells followed by RNA-Seq analysis revealed effects on multiple mRNAs, including those encoding IRAK1 and TRAF6 crucial for Toll-like receptor signaling. Indeed, LPS-mediated signaling was attenuated upon overexpression of miR-146b-5p, suggesting a regulatory loop to modulate inflammatory signaling in hepatocytes. Further validation experiments suggest DNAJC6, MAGEE1, MPHOSPH6, PPP2R1B, SLC10A3, SNRNP27, and TIMM17B to be novel targets for miR-146b-5p (and miR-146a-5p).


Subject(s)
Gene Expression Regulation/immunology , Interleukin-6/metabolism , MicroRNAs/biosynthesis , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/immunology , Carcinoma, Hepatocellular/metabolism , Cell Line, Tumor , Cytokines/metabolism , Hepatocytes/immunology , Hepatocytes/metabolism , Humans , Liver/immunology , Liver/metabolism , Liver Neoplasms/genetics , Liver Neoplasms/immunology , Liver Neoplasms/metabolism
8.
Int J Cancer ; 142(5): 1010-1021, 2018 03 01.
Article in English | MEDLINE | ID: mdl-28983920

ABSTRACT

Transcriptional profiling was performed on 452 RNA preparations isolated from various types of pancreatic tissue from tumour patients and healthy donors, with a particular focus on peritumoral samples. Pancreatic ductal adenocarcinomas (PDAC) and cystic tumours were most different in these non-tumorous tissues surrounding them, whereas the actual tumours exhibited rather similar transcript patterns. The environment of cystic tumours was transcriptionally nearly identical to normal pancreas tissue. In contrast, the tissue around PDAC behaved a lot like the tumour, indicating some kind of field defect, while showing far less molecular resemblance to both chronic pancreatitis and healthy tissue. This suggests that the major pathogenic difference between cystic and ductal tumours may be due to their cellular environment rather than the few variations between the tumours. Lack of correlation between DNA methylation and transcript levels makes it unlikely that the observed field defect in the peritumoral tissue of PDAC is controlled to a large extent by such epigenetic regulation. Functionally, a strikingly large number of autophagy-related transcripts was changed in both PDAC and its peritumoral tissue, but not in other pancreatic tumours. A transcription signature of 15 autophagy-related genes was established that permits a prognosis of survival with high accuracy and indicates the role of autophagy in tumour biology.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Pancreatic Ductal/genetics , Gene Expression Regulation, Neoplastic , Pancreatic Cyst/genetics , Pancreatic Neoplasms/genetics , Pancreatitis, Chronic/genetics , Tumor Microenvironment/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Carcinoma, Pancreatic Ductal/pathology , DNA Methylation , Disease Progression , Female , Follow-Up Studies , Gene Expression Profiling , Gene Regulatory Networks , Humans , Male , Middle Aged , Pancreatic Cyst/pathology , Pancreatic Neoplasms/pathology , Pancreatitis, Chronic/pathology , Prognosis , Survival Rate , Young Adult
9.
Br J Cancer ; 117(6): 813-825, 2017 Sep 05.
Article in English | MEDLINE | ID: mdl-28797031

ABSTRACT

BACKGROUND: Hypoxia is negatively associated with glioblastoma (GBM) patient survival and contributes to tumour resistance. Anti-angiogenic therapy in GBM further increases hypoxia and activates survival pathways. The aim of this study was to determine the role of hypoxia-induced autophagy in GBM. METHODS: Pharmacological inhibition of autophagy was applied in combination with bevacizumab in GBM patient-derived xenografts (PDXs). Sensitivity towards inhibitors was further tested in vitro under normoxia and hypoxia, followed by transcriptomic analysis. Genetic interference was done using ATG9A-depleted cells. RESULTS: We find that GBM cells activate autophagy as a survival mechanism to hypoxia, although basic autophagy appears active under normoxic conditions. Although single agent chloroquine treatment in vivo significantly increased survival of PDXs, the combination with bevacizumab resulted in a synergistic effect at low non-effective chloroquine dose. ATG9A was consistently induced by hypoxia, and silencing of ATG9A led to decreased proliferation in vitro and delayed tumour growth in vivo. Hypoxia-induced activation of autophagy was compromised upon ATG9A depletion. CONCLUSIONS: This work shows that inhibition of autophagy is a promising strategy against GBM and identifies ATG9 as a novel target in hypoxia-induced autophagy. Combination with hypoxia-inducing agents may provide benefit by allowing to decrease the effective dose of autophagy inhibitors.


Subject(s)
Autophagy-Related Proteins/physiology , Autophagy/drug effects , Bevacizumab/pharmacology , Brain Neoplasms/drug therapy , Chloroquine/pharmacology , Glioblastoma/drug therapy , Membrane Proteins/physiology , Neoplasm Proteins/physiology , Tumor Hypoxia/physiology , Vesicular Transport Proteins/physiology , Angiogenesis Inhibitors/pharmacology , Animals , Autophagy/physiology , Autophagy-Related Proteins/metabolism , Brain Neoplasms/blood supply , Brain Neoplasms/metabolism , Cell Line, Tumor , Cell Survival/drug effects , Cell Survival/physiology , Drug Synergism , Gene Expression Profiling , Gene Knockdown Techniques , Gene Silencing , Glioblastoma/blood supply , Glioblastoma/metabolism , Heterografts , Humans , Membrane Proteins/metabolism , Mice , Mice, Inbred NOD , Mice, SCID , Molecular Targeted Therapy/methods , Neoplasm Proteins/metabolism , Neoplasm Transplantation , Random Allocation , Spheroids, Cellular/pathology , Vesicular Transport Proteins/metabolism
10.
Int J Oncol ; 51(2): 702-714, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28656234

ABSTRACT

Glioblastoma (GBM), the most frequent and aggressive malignant primary brain tumor, is characterized by a highly invasive growth. In our previous study we showed that overexpression of Carboxypeptidase E (CPE) mitigated glioma cell migration. In the present study we aimed at deciphering the regulatory mechanisms of the secreted form of CPE (sCPE). By transcriptome analysis and inhibition of signaling pathways involved in the regulation of cell growth and motility, we discovered that overexpression of sCPE was accompanied by differential regulation of mRNAs connected to the motility-associated networks, among others FAK, PAK, Cdc42, integrin, STAT3 as well as TGF-ß. Especially SLUG was downregulated in sCPE-overexpressing glioma cells, paralleled by reduced expression of matrix-metalloproteinases (MMP) and, in consequence, by decreased cell migration. Expression of SLUG was regulated by ERK since inhibition of ERK reverted sCPE-mediated SLUG downregulation and enhanced cell motility. In a mouse glioma model, overexpression of sCPE significantly prolonged survival. Our results implicate a novel role for sCPE that mainly affects the expression of motility-associated genes via several signal pathways.


Subject(s)
Carboxypeptidase H/genetics , Cell Movement/genetics , Glioblastoma/genetics , Neoplasm Proteins/genetics , Animals , Cell Line, Tumor , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/genetics , Glioblastoma/pathology , Humans , Mice , Neoplasm Invasiveness/genetics , Neoplasm Invasiveness/pathology , RNA, Messenger/genetics , Signal Transduction/genetics , Xenograft Model Antitumor Assays
11.
BMC Genomics ; 18(1): 443, 2017 06 06.
Article in English | MEDLINE | ID: mdl-28587590

ABSTRACT

BACKGROUND: RNA sequencing (RNA-seq) and microarrays are two transcriptomics techniques aimed at the quantification of transcribed genes and their isoforms. Here we compare the latest Affymetrix HTA 2.0 microarray with Illumina 2000 RNA-seq for the analysis of patient samples - normal lung epithelium tissue and squamous cell carcinoma lung tumours. Protein coding mRNAs and long non-coding RNAs (lncRNAs) were included in the study. RESULTS: Both platforms performed equally well for protein-coding RNAs, however the stochastic variability was higher for the sequencing data than for microarrays. This reduced the number of differentially expressed genes and genes with predictive potential for RNA-seq compared to microarray data. Analysis of this variability revealed a lack of reads for short and low abundant genes; lncRNAs, being shorter and less abundant RNAs, were found especially susceptible to this issue. A major difference between the two platforms was uncovered by analysis of alternatively spliced genes. Investigation of differential exon abundance showed insufficient reads for many exons and exon junctions in RNA-seq while the detection on the array platform was more stable. Nevertheless, we identified 207 genes which undergo alternative splicing and were consistently detected by both techniques. CONCLUSIONS: Despite the fact that the results of gene expression analysis were highly consistent between Human Transcriptome Arrays and RNA-seq platforms, the analysis of alternative splicing produced discordant results. We concluded that modern microarrays can still outperform sequencing for standard analysis of gene expression in terms of reproducibility and cost.


Subject(s)
Alternative Splicing , Gene Expression Profiling , Oligonucleotide Array Sequence Analysis , Sequence Analysis, RNA , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/pathology , Exons/genetics , Humans , Lung/metabolism , Lung/pathology , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Molecular Sequence Annotation
12.
J Pathol ; 242(4): 421-434, 2017 08.
Article in English | MEDLINE | ID: mdl-28493484

ABSTRACT

HuR regulates cytoplasmic mRNA stability and translatability, and the HuR expression level has been shown to correlate with poor disease outcome in several cancer types; however, the prognostic value and potential pro-oncogenic properties of HuR in meningioma remain unclear. Thus, in the present study, we analysed 85 meningioma tissue samples to establish the relationship between HuR expression, tumour cell proliferation, and/or patient survival. In addition, we examined the anti-proliferative effects of HuR knockdown in two meningioma cell lines (IOMM-Lee and Ben-Men-1) and conducted transcriptome-wide analyses (IOMM-Lee cells) to elucidate the molecular consequences of HuR knockdown. The results of the present study showed HuR cytoplasmic expression to correlate positively with tumour grade (p = 1.2 × 10-8 ) and negatively with progression-free and overall survival (p = 0.01) time in human meningioma tissues. In vitro, siHuR-induced HuR knockdown was shown to reduce the growth of both Ben-Men-1 (p = 2 × 10-8 ) and IOMM-Lee (p = 4 × 10-9 ) cells. Transcriptome analyses revealed HuR knockdown in IOMM-Lee cells to deregulate the HIF1A signalling pathway (p = 1.5 × 10-6 ) and to up-regulate the expression of genes essential for the assembly of the cytoplasmic mRNA processing body, global genome nucleotide-excision repair, poly(A)-specific ribonuclease activity, the positive regulation of apoptosis and of cell cycle arrest, and the negative regulation of RNA splicing [p(FDR) < 0.001]. Interestingly, HuR knockdown under hypoxic culture conditions further potentiated the effects of HuR knockdown on cell growth, apoptosis, and HIF1A expression. We thus conclude that cytoplasmic HuR expression is a marker of poor prognosis in meningioma and that HuR is a promising potential therapeutic target for use in tumours refractory to standard therapies. Copyright © 2017 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.


Subject(s)
Biomarkers, Tumor/metabolism , Cell Hypoxia/physiology , ELAV-Like Protein 1/metabolism , Meningioma/metabolism , Adult , Aged , Aged, 80 and over , Apoptosis/physiology , Biomarkers, Tumor/genetics , Cell Division , Cell Line, Tumor , Cytoplasm/metabolism , ELAV-Like Protein 1/deficiency , ELAV-Like Protein 1/genetics , Female , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic/physiology , Gene Knockdown Techniques , Humans , Kaplan-Meier Estimate , Male , Meningioma/genetics , Meningioma/pathology , Middle Aged , Neoplasm Grading , Neoplasm Proteins/deficiency , Neoplasm Proteins/genetics , Neoplasm Proteins/metabolism , Observer Variation , Prognosis , RNA-Binding Proteins/metabolism , Retrospective Studies , Up-Regulation/physiology
13.
Cancer Discov ; 7(7): 716-735, 2017 07.
Article in English | MEDLINE | ID: mdl-28416471

ABSTRACT

Chemotherapy-resistant human acute myeloid leukemia (AML) cells are thought to be enriched in quiescent immature leukemic stem cells (LSC). To validate this hypothesis in vivo, we developed a clinically relevant chemotherapeutic approach treating patient-derived xenografts (PDX) with cytarabine (AraC). AraC residual AML cells are enriched in neither immature, quiescent cells nor LSCs. Strikingly, AraC-resistant preexisting and persisting cells displayed high levels of reactive oxygen species, showed increased mitochondrial mass, and retained active polarized mitochondria, consistent with a high oxidative phosphorylation (OXPHOS) status. AraC residual cells exhibited increased fatty-acid oxidation, upregulated CD36 expression, and a high OXPHOS gene signature predictive for treatment response in PDX and patients with AML. High OXPHOS but not low OXPHOS human AML cell lines were chemoresistant in vivo. Targeting mitochondrial protein synthesis, electron transfer, or fatty-acid oxidation induced an energetic shift toward low OXPHOS and markedly enhanced antileukemic effects of AraC. Together, this study demonstrates that essential mitochondrial functions contribute to AraC resistance in AML and are a robust hallmark of AraC sensitivity and a promising therapeutic avenue to treat AML residual disease.Significance: AraC-resistant AML cells exhibit metabolic features and gene signatures consistent with a high OXPHOS status. In these cells, targeting mitochondrial metabolism through the CD36-FAO-OXPHOS axis induces an energetic shift toward low OXPHOS and strongly enhanced antileukemic effects of AraC, offering a promising avenue to design new therapeutic strategies and fight AraC resistance in AML. Cancer Discov; 7(7); 716-35. ©2017 AACR.See related commentary by Schimmer, p. 670This article is highlighted in the In This Issue feature, p. 653.


Subject(s)
Cytarabine/administration & dosage , Drug Resistance, Neoplasm/drug effects , Leukemia, Myeloid, Acute/drug therapy , Mitochondria/drug effects , Animals , CD36 Antigens/genetics , Cell Line, Tumor , Cell Lineage/drug effects , Cell Lineage/genetics , Cytarabine/adverse effects , Humans , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/pathology , Mice , Mitochondria/metabolism , Mitochondria/pathology , Neoplastic Stem Cells/drug effects , Neoplastic Stem Cells/pathology , Oxidative Phosphorylation/drug effects , Xenograft Model Antitumor Assays
14.
Biochim Biophys Acta Mol Cell Res ; 1864(3): 516-526, 2017 Mar.
Article in English | MEDLINE | ID: mdl-27939431

ABSTRACT

Interleukin-27 (IL27) is a type-I-cytokine of the IL6/IL12 family predominantly secreted by activated macrophages and dendritic cells. In the liver, IL27 expression was observed to be upregulated in patients with hepatitis B, and sera of hepatocellular carcinoma (HCC) patients contain significantly elevated levels of IL27 compared to healthy controls or patients with hepatitis and/or liver cirrhosis. In this study, we show that IL27 induces STAT1 and STAT3 phosphorylation in 5 HCC lines and 3 different types of non-transformed liver cells. We were especially interested in the relevance of the IL27-induced STAT3 activation in liver cells. Thus, we compared the IL27 responses with those induced by IFNγ (STAT1-dominated response) or IL6-type cytokines (IL6, hyper-IL6 (hy-IL6) or OSM) (STAT3-dominated response) by microarray analysis and find that in HCC cells, IL27 induces an IFNγ-like, STAT1-dependent transcriptional response, but we do not find an effective STAT3-dependent response. Validation experiments corroborate the finding from the microarray evaluation. Interestingly, the availability of STAT1 seems critical in the shaping of the IL27 response, as the siRNA knock-down of STAT1 revealed the ability of IL27 to induce the acute-phase protein γ-fibrinogen, a typical IL6 family characteristic. Moreover, we describe a crosstalk between the signaling of IL6-type cytokines and IL27: responses to the gp130-engaging cytokine IL27 (but not those to IFNs) can be inhibited by IL6-type cytokine pre-stimulation, likely by a SOCS3-mediated mechanism. Thus, IL27 recapitulates IFNγ responses in liver cells, but differs from IFNγ by its sensitivity to SOCS3 inhibition.


Subject(s)
Hepatocytes/immunology , Interferon-gamma/genetics , Interleukin-6/genetics , Interleukins/immunology , Suppressor of Cytokine Signaling 3 Protein/immunology , Cell Line, Tumor , Cytokine Receptor gp130/genetics , Cytokine Receptor gp130/immunology , Fibrinogen/genetics , Fibrinogen/immunology , Gene Expression Regulation , Hepatocytes/pathology , Humans , Interferon-gamma/immunology , Interleukin-12/genetics , Interleukin-12/immunology , Interleukin-6/immunology , Interleukins/genetics , Microarray Analysis , Phosphorylation , RNA, Small Interfering/genetics , RNA, Small Interfering/immunology , STAT1 Transcription Factor/antagonists & inhibitors , STAT1 Transcription Factor/genetics , STAT1 Transcription Factor/immunology , STAT3 Transcription Factor/genetics , STAT3 Transcription Factor/immunology , Signal Transduction , Suppressor of Cytokine Signaling 3 Protein/genetics
15.
Neuro Oncol ; 19(3): 383-393, 2017 03 01.
Article in English | MEDLINE | ID: mdl-27591677

ABSTRACT

Background: Invasion and angiogenesis are major hallmarks of glioblastoma (GBM) growth. While invasive tumor cells grow adjacent to blood vessels in normal brain tissue, tumor cells within neovascularized regions exhibit hypoxic stress and promote angiogenesis. The distinct microenvironments likely differentially affect metabolic processes within the tumor cells. Methods: In the present study, we analyzed gene expression and metabolic changes in a human GBM xenograft model that displayed invasive and angiogenic phenotypes. In addition, we used glioma patient biopsies to confirm the results from the xenograft model. Results: We demonstrate that the angiogenic switch in our xenograft model is linked to a proneural-to-mesenchymal transition that is associated with upregulation of the transcription factors BHLHE40, CEBPB, and STAT3. Metabolic analyses revealed that angiogenic xenografts employed higher rates of glycolysis compared with invasive xenografts. Likewise, patient biopsies exhibited higher expression of the glycolytic enzyme lactate dehydrogenase A and glucose transporter 1 in hypoxic areas compared with the invasive edge and lower-grade tumors. Analysis of the mitochondrial respiratory chain showed reduction of complex I in angiogenic xenografts and hypoxic regions of GBM samples compared with invasive xenografts, nonhypoxic GBM regions, and lower-grade tumors. In vitro hypoxia experiments additionally revealed metabolic adaptation of invasive tumor cells, which increased lactate production under long-term hypoxia. Conclusions: The use of glycolysis versus mitochondrial respiration for energy production within human GBM tumors is highly dependent on the specific microenvironment. The metabolic adaptability of GBM cells highlights the difficulty of targeting one specific metabolic pathway for effective therapeutic intervention.


Subject(s)
Brain Neoplasms/metabolism , Glioblastoma/metabolism , Neovascularization, Pathologic/metabolism , Transcription Factors/metabolism , Animals , Brain Neoplasms/blood supply , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Cell Hypoxia , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Glioblastoma/blood supply , Glioblastoma/genetics , Glioblastoma/pathology , Glycolysis , Humans , Neovascularization, Pathologic/genetics , Neovascularization, Pathologic/pathology , Rats , Rats, Nude , Transcriptional Activation , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
16.
Sci Rep ; 6: 26822, 2016 05 31.
Article in English | MEDLINE | ID: mdl-27241320

ABSTRACT

The zebrafish has the capacity to regenerate its heart after severe injury. While the function of a few genes during this process has been studied, we are far from fully understanding how genes interact to coordinate heart regeneration. To enable systematic insights into this phenomenon, we generated and integrated a dynamic co-expression network of heart regeneration in the zebrafish and linked systems-level properties to the underlying molecular events. Across multiple post-injury time points, the network displays topological attributes of biological relevance. We show that regeneration steps are mediated by modules of transcriptionally coordinated genes, and by genes acting as network hubs. We also established direct associations between hubs and validated drivers of heart regeneration with murine and human orthologs. The resulting models and interactive analysis tools are available at http://infused.vital-it.ch. Using a worked example, we demonstrate the usefulness of this unique open resource for hypothesis generation and in silico screening for genes involved in heart regeneration.


Subject(s)
Heart/physiology , Myocardium/metabolism , Regeneration , Animals , Gene Expression , Heart Injuries/physiopathology , Transcriptome , Zebrafish , Zebrafish Proteins/genetics
17.
Oncotarget ; 7(22): 31955-71, 2016 May 31.
Article in English | MEDLINE | ID: mdl-27049916

ABSTRACT

The histopathological and molecular heterogeneity of glioblastomas represents a major obstacle for effective therapies. Glioblastomas do not develop autonomously, but evolve in a unique environment that adapts to the growing tumour mass and contributes to the malignancy of these neoplasms. Here, we show that patient-derived glioblastoma xenografts generated in the mouse brain from organotypic spheroids reproducibly give rise to three different histological phenotypes: (i) a highly invasive phenotype with an apparent normal brain vasculature, (ii) a highly angiogenic phenotype displaying microvascular proliferation and necrosis and (iii) an intermediate phenotype combining features of invasion and vessel abnormalities. These phenotypic differences were visible during early phases of tumour development suggesting an early instructive role of tumour cells on the brain parenchyma. Conversely, we found that tumour-instructed stromal cells differentially influenced tumour cell proliferation and migration in vitro, indicating a reciprocal crosstalk between neoplastic and non-neoplastic cells. We did not detect any transdifferentiation of tumour cells into endothelial cells. Cell type-specific transcriptomic analysis of tumour and endothelial cells revealed a strong phenotype-specific molecular conversion between the two cell types, suggesting co-evolution of tumour and endothelial cells. Integrative bioinformatic analysis confirmed the reciprocal crosstalk between tumour and microenvironment and suggested a key role for TGFß1 and extracellular matrix proteins as major interaction modules that shape glioblastoma progression. These data provide novel insight into tumour-host interactions and identify novel stroma-specific targets that may play a role in combinatorial treatment strategies against glioblastoma.


Subject(s)
Autocrine Communication , Blood Vessels/metabolism , Brain Neoplasms/metabolism , Brain/metabolism , Glioblastoma/metabolism , Paracrine Communication , Parenchymal Tissue/metabolism , Signal Transduction , Stromal Cells/metabolism , Angiogenic Proteins/metabolism , Animals , Blood Vessels/pathology , Brain/pathology , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Cell Line, Tumor , Cell Movement , Cell Proliferation , Endothelial Cells/metabolism , Endothelial Cells/pathology , Extracellular Matrix Proteins/metabolism , Gene Expression Regulation, Neoplastic , Glioblastoma/genetics , Glioblastoma/pathology , Heterografts , Humans , Mice, Inbred NOD , Mice, SCID , Necrosis , Neoplasm Invasiveness , Neovascularization, Pathologic , Parenchymal Tissue/pathology , Phenotype , Stromal Cells/pathology , Time Factors , Transcriptome , Transforming Growth Factor beta1/metabolism , Tumor Cells, Cultured , Tumor Microenvironment
18.
J Exp Med ; 213(4): 483-97, 2016 Apr 04.
Article in English | MEDLINE | ID: mdl-26951332

ABSTRACT

Acute myeloid leukemia (AML) is characterized by the accumulation of malignant blasts with impaired differentiation programs caused by recurrent mutations, such as the isocitrate dehydrogenase (IDH) mutations found in 15% of AML patients. These mutations result in the production of the oncometabolite (R)-2-hydroxyglutarate (2-HG), leading to a hypermethylation phenotype that dysregulates hematopoietic differentiation. In this study, we identified mutant R132H IDH1-specific gene signatures regulated by key transcription factors, particularly CEBPα, involved in myeloid differentiation and retinoid responsiveness. We show that treatment with all-trans retinoic acid (ATRA) at clinically achievable doses markedly enhanced terminal granulocytic differentiation in AML cell lines, primary patient samples, and a xenograft mouse model carrying mutant IDH1. Moreover, treatment with a cell-permeable form of 2-HG sensitized wild-type IDH1 AML cells to ATRA-induced myeloid differentiation, whereas inhibition of 2-HG production significantly reduced ATRA effects in mutant IDH1 cells. ATRA treatment specifically decreased cell viability and induced apoptosis of mutant IDH1 blasts in vitro. ATRA also reduced tumor burden of mutant IDH1 AML cells xenografted in NOD-Scid-IL2rγ(null)mice and markedly increased overall survival, revealing a potent antileukemic effect of ATRA in the presence of IDH1 mutation. This therapeutic strategy holds promise for this AML patient subgroup in future clinical studies.


Subject(s)
Blast Crisis/drug therapy , Cell Differentiation/drug effects , Isocitrate Dehydrogenase/metabolism , Leukemia, Myeloid, Acute/drug therapy , Mutation, Missense , Neoplasm Proteins/metabolism , Tretinoin/pharmacology , Amino Acid Substitution , Animals , Blast Crisis/enzymology , Blast Crisis/genetics , Blast Crisis/pathology , CCAAT-Enhancer-Binding Proteins/genetics , CCAAT-Enhancer-Binding Proteins/metabolism , Cell Differentiation/genetics , Cell Survival , Female , Granulocytes/metabolism , Granulocytes/pathology , HL-60 Cells , Humans , Isocitrate Dehydrogenase/genetics , Leukemia, Myeloid, Acute/enzymology , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/pathology , Male , Mice , Mice, Nude , Neoplasm Proteins/genetics , Xenograft Model Antitumor Assays
19.
PLoS One ; 11(2): e0149050, 2016.
Article in English | MEDLINE | ID: mdl-26872335

ABSTRACT

Immunoresponsive gene 1 (IRG1) is one of the highest induced genes in macrophages under pro-inflammatory conditions. Its function has been recently described: it codes for immune-responsive gene 1 protein/cis-aconitic acid decarboxylase (IRG1/CAD), an enzyme catalysing the production of itaconic acid from cis-aconitic acid, a tricarboxylic acid (TCA) cycle intermediate. Itaconic acid possesses specific antimicrobial properties inhibiting isocitrate lyase, the first enzyme of the glyoxylate shunt, an anaplerotic pathway that bypasses the TCA cycle and enables bacteria to survive on limited carbon conditions. To elucidate the mechanisms underlying itaconic acid production through IRG1 induction in macrophages, we examined the transcriptional regulation of IRG1. To this end, we studied IRG1 expression in human immune cells under different inflammatory stimuli, such as TNFα and IFNγ, in addition to lipopolysaccharides. Under these conditions, as previously shown in mouse macrophages, IRG1/CAD accumulates in mitochondria. Furthermore, using literature information and transcription factor prediction models, we re-constructed raw gene regulatory networks (GRNs) for IRG1 in mouse and human macrophages. We further implemented a contextualization algorithm that relies on genome-wide gene expression data to infer putative cell type-specific gene regulatory interactions in mouse and human macrophages, which allowed us to predict potential transcriptional regulators of IRG1. Among the computationally identified regulators, siRNA-mediated gene silencing of interferon regulatory factor 1 (IRF1) in macrophages significantly decreased the expression of IRG1/CAD at the gene and protein level, which correlated with a reduced production of itaconic acid. Using a synergistic approach of both computational and experimental methods, we here shed more light on the transcriptional machinery of IRG1 expression and could pave the way to therapeutic approaches targeting itaconic acid levels.


Subject(s)
Gene Regulatory Networks , Interferon Regulatory Factor-1/physiology , Proteins/physiology , Animals , Carboxy-Lyases , Gene Expression Regulation, Enzymologic , Humans , Leukocytes, Mononuclear/enzymology , Leukocytes, Mononuclear/immunology , Lipopolysaccharides/pharmacology , Macrophages/enzymology , Male , Mice , Mitochondria/metabolism , Protein Transport , RAW 264.7 Cells , Transcription, Genetic
20.
FASEB J ; 30(3): 1218-33, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26631483

ABSTRACT

Deregulated cell migration and invasion are hallmarks of metastatic cancer cells. Phosphorylation on residue Ser5 of the actin-bundling protein L-plastin activates L-plastin and has been reported to be crucial for invasion and metastasis. Here, we investigate signal transduction leading to L-plastin Ser5 phosphorylation using 4 human breast cancer cell lines. Whole-genome microarray analysis comparing cell lines with different invasive capacities and corresponding variations in L-plastin Ser5 phosphorylation level revealed that genes of the ERK/MAPK pathway are differentially expressed. It is noteworthy that in vitro kinase assays showed that ERK/MAPK pathway downstream ribosomal protein S6 kinases α-1 (RSK1) and α-3 (RSK2) are able to directly phosphorylate L-plastin on Ser5. Small interfering RNA- or short hairpin RNA-mediated knockdown and activation/inhibition studies followed by immunoblot analysis and computational modeling confirmed that ribosomal S6 kinase (RSK) is an essential activator of L-plastin. Migration and invasion assays showed that RSK knockdown led to a decrease of up to 30% of migration and invasion of MDA-MB-435S cells. Although the presence of L-plastin was not necessary for migration/invasion of these cells, immunofluorescence assays illustrated RSK-dependent recruitment of Ser5-phosphorylated L-plastin to migratory structures. Altogether, we provide evidence that the ERK/MAPK pathway is involved in L-plastin Ser5 phosphorylation in breast cancer cells with RSK1 and RSK2 kinases able to directly phosphorylate L-plastin residue Ser5.


Subject(s)
Breast Neoplasms/metabolism , MAP Kinase Signaling System/physiology , Actins/metabolism , Breast Neoplasms/enzymology , Breast Neoplasms/pathology , Cell Line, Tumor , Cell Movement/physiology , Female , Humans , MCF-7 Cells , Membrane Glycoproteins/metabolism , Microfilament Proteins/metabolism , Mitogen-Activated Protein Kinases/metabolism , Phosphorylation/physiology , Ribosomes/metabolism , Serine/metabolism , Small-Conductance Calcium-Activated Potassium Channels/metabolism
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