Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 177
Filter
Add more filters

Publication year range
1.
Genes Dev ; 27(15): 1706-17, 2013 Aug 01.
Article in English | MEDLINE | ID: mdl-23913923

ABSTRACT

The relative contribution of hepatocyte growth factor (HGF)/MET and epidermal growth factor (EGF)/EGF receptor (EGFR), two key signal transduction systems in the normal and diseased liver, to fate decisions of adult hepatic progenitor cells (HPCs) has not been resolved. Here, we developed a robust culture system that permitted expansion and genetic manipulation of cells capable of multilineage differentiation in vitro and in vivo to examine the individual roles of HGF/MET and EGF/EGFR in HPC self-renewal and binary cell fate decision. By employing loss-of-function and rescue experiments in vitro, we showed that both receptors collaborate to increase the self-renewal of HPCs through activation of the extracellular signal-regulated kinase (ERK) pathway. MET was a strong inducer of hepatocyte differentiation by activating AKT and signal transducer and activator of transcription (STAT3). Conversely, EGFR selectively induced NOTCH1 to promote cholangiocyte specification and branching morphogenesis while concomitantly suppressing hepatocyte commitment. Furthermore, unlike the deleterious effects of MET deletion, the liver-specific conditional loss of Egfr facilitated rather than suppressed progenitor-mediated liver regeneration by switching progenitor cell differentiation toward hepatocyte lineage. These data provide new insight into the mechanisms regulating the stemness properties of adult HPCs and reveal a previously unrecognized link between EGFR and NOTCH1 in directing cholangiocyte differentiation.


Subject(s)
Cell Differentiation , ErbB Receptors/metabolism , Hepatocytes/cytology , Hepatocytes/physiology , Signal Transduction/physiology , Stem Cells/cytology , Stem Cells/physiology , Animals , Cell Line , Cells, Cultured , ErbB Receptors/genetics , Hepatocytes/enzymology , Mice , Mice, SCID , Oncogene Protein v-akt/metabolism , Receptors, Notch/metabolism , STAT3 Transcription Factor/metabolism , Stem Cells/enzymology
2.
Stem Cells ; 37(8): 1108-1118, 2019 08.
Article in English | MEDLINE | ID: mdl-31108004

ABSTRACT

Adult hepatic progenitor cells (HPCs)/oval cells are bipotential progenitors that participate in liver repair responses upon chronic injury. Recent findings highlight HPCs plasticity and importance of the HPCs niche signals to determine their fate during the regenerative process, favoring either fibrogenesis or damage resolution. Transforming growth factor-ß (TGF-ß) and hepatocyte growth factor (HGF) are among the key signals involved in liver regeneration and as component of HPCs niche regulates HPCs biology. Here, we characterize the TGF-ß-triggered epithelial-mesenchymal transition (EMT) response in oval cells, its effects on cell fate in vivo, and the regulatory effect of the HGF/c-Met signaling. Our data show that chronic treatment with TGF-ß triggers a partial EMT in oval cells based on coexpression of epithelial and mesenchymal markers. The phenotypic and functional profiling indicates that TGF-ß-induced EMT is not associated with stemness but rather represents a step forward along hepatic lineage. This phenotypic transition confers advantageous traits to HPCs including survival, migratory/invasive and metabolic benefit, overall enhancing the regenerative potential of oval cells upon transplantation into a carbon tetrachloride-damaged liver. We further uncover a key contribution of the HGF/c-Met pathway to modulate the TGF-ß-mediated EMT response. It allows oval cells expansion after EMT by controlling oxidative stress and apoptosis, likely via Twist regulation, and it counterbalances EMT by maintaining epithelial properties. Our work provides evidence that a coordinated and balanced action of TGF-ß and HGF are critical for achievement of the optimal regenerative potential of HPCs, opening new therapeutic perspectives. Stem Cells 2019;37:1108-1118.


Subject(s)
Adult Stem Cells/metabolism , Epithelial-Mesenchymal Transition , Liver/metabolism , Signal Transduction , Transforming Growth Factor beta/metabolism , c-Mer Tyrosine Kinase/metabolism , Adult Stem Cells/cytology , Animals , Liver/cytology , Mice , Mice, Knockout , Transforming Growth Factor beta/genetics , c-Mer Tyrosine Kinase/genetics
3.
Int J Cancer ; 144(11): 2782-2794, 2019 06 01.
Article in English | MEDLINE | ID: mdl-30485423

ABSTRACT

Primary liver cancer (PLC) ranks among the most lethal solid cancers worldwide due to lack of effective biomarkers for early detection and limited treatment options in advanced stages. Development of primary culture models that closely recapitulate phenotypic and molecular diversities of PLC is urgently needed to improve the patient outcome. Long-term cultures of 7 primary liver cancer cell lines of hepatocellular and cholangiocellular origin were established using defined culture conditions. Morphological and histological characteristics of obtained cell lines and xenograft tumors were analyzed and compared to original tumors. Time course analyses of transcriptomic and genomic changes were performed using next-generation sequencing (NGS). Key oncogenic alterations were identified by targeted NGS and cell lines carrying potentially actionable mutations were treated with corresponding specific inhibitors. PDCL fully resembled morphological features of the primary cancers in vitro and in vivo over extended period in culture. Genomic alterations as well as transcriptome profiles showed high similarity with primary tumors and remained stable during long-term culturing. Targeted-NGS confirmed that key oncogenic mutations such as TP53, KRAS, CTNNB1 as well as actionable mutations (e.g. MET, cKIT, KDR) were highly conserved in PDCL and amenable for individualized therapeutic approaches. Integrative genomic and transcriptomic approaches further demonstrated that PDCL more closely resemble molecular and prognostic features of PLC than established cell lines and are valuable tool for direct target evaluation. Our integrative analysis demonstrates that PDCL represents refined model for discovery of relevant molecular subgroups and exploration of precision medicine approaches for the treatment of this deadly disease.


Subject(s)
Cell Line, Tumor/pathology , Liver Neoplasms/pathology , Precision Medicine/methods , Animals , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Biomarkers, Tumor/antagonists & inhibitors , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Carcinogenesis/genetics , DNA Mutational Analysis , Gene Expression Profiling/methods , Genomics/methods , High-Throughput Nucleotide Sequencing , Humans , Liver Neoplasms/diagnosis , Liver Neoplasms/drug therapy , Liver Neoplasms/genetics , Mice , Mutation , Primary Cell Culture/methods , Xenograft Model Antitumor Assays/methods
4.
Gastroenterology ; 152(5): 1161-1173.e1, 2017 04.
Article in English | MEDLINE | ID: mdl-27956228

ABSTRACT

BACKGROUND & AIMS: It has been a challenge to identify liver tumor suppressors or oncogenes due to the genetic heterogeneity of these tumors. We performed a genome-wide screen to identify suppressors of liver tumor formation in mice, using CRISPR-mediated genome editing. METHODS: We performed a genome-wide CRISPR/Cas9-based knockout screen of P53-null mouse embryonic liver progenitor cells that overexpressed MYC. We infected p53-/-;Myc;Cas9 hepatocytes with the mGeCKOa lentiviral library of 67,000 single-guide RNAs (sgRNAs), targeting 20,611 mouse genes, and transplanted the transduced cells subcutaneously into nude mice. Within 1 month, all the mice that received the sgRNA library developed subcutaneous tumors. We performed high-throughput sequencing of tumor DNA and identified sgRNAs increased at least 8-fold compared to the initial cell pool. To validate the top 10 candidate tumor suppressors from this screen, we collected data from patients with hepatocellular carcinoma (HCC) using the Cancer Genome Atlas and COSMIC databases. We used CRISPR to inactivate candidate tumor suppressor genes in p53-/-;Myc;Cas9 cells and transplanted them subcutaneously into nude mice; tumor formation was monitored and tumors were analyzed by histology and immunohistochemistry. Mice with liver-specific disruption of p53 were given hydrodynamic tail-vein injections of plasmids encoding Myc and sgRNA/Cas9 designed to disrupt candidate tumor suppressors; growth of tumors and metastases was monitored. We compared gene expression profiles of liver cells with vs without tumor suppressor gene disrupted by sgRNA/Cas9. Genes found to be up-regulated after tumor suppressor loss were examined in liver cancer cell lines; their expression was knocked down using small hairpin RNAs, and tumor growth was examined in nude mice. Effects of the MEK inhibitors AZD6244, U0126, and trametinib, or the multi-kinase inhibitor sorafenib, were examined in human and mouse HCC cell lines. RESULTS: We identified 4 candidate liver tumor suppressor genes not previously associated with liver cancer (Nf1, Plxnb1, Flrt2, and B9d1). CRISPR-mediated knockout of Nf1, a negative regulator of RAS, accelerated liver tumor formation in mice. Loss of Nf1 or activation of RAS up-regulated the liver progenitor cell markers HMGA2 and SOX9. RAS pathway inhibitors suppressed the activation of the Hmga2 and Sox9 genes that resulted from loss of Nf1 or oncogenic activation of RAS. Knockdown of HMGA2 delayed formation of xenograft tumors from cells that expressed oncogenic RAS. In human HCCs, low levels of NF1 messenger RNA or high levels of HMGA2 messenger RNA were associated with shorter patient survival time. Liver cancer cells with inactivation of Plxnb1, Flrt2, and B9d1 formed more tumors in mice and had increased levels of mitogen-activated protein kinase phosphorylation. CONCLUSIONS: Using a CRISPR-based strategy, we identified Nf1, Plxnb1, Flrt2, and B9d1 as suppressors of liver tumor formation. We validated the observation that RAS signaling, via mitogen-activated protein kinase, contributes to formation of liver tumors in mice. We associated decreased levels of NF1 and increased levels of its downstream protein HMGA2 with survival times of patients with HCC. Strategies to inhibit or reduce HMGA2 might be developed to treat patients with liver cancer.


Subject(s)
Carcinoma, Hepatocellular/genetics , Gene Expression Regulation, Neoplastic , Hepatocytes/metabolism , Liver Neoplasms, Experimental/genetics , Liver Neoplasms/genetics , Mitogen-Activated Protein Kinases/genetics , Proto-Oncogene Proteins c-myc/genetics , Tumor Suppressor Protein p53/genetics , Animals , Benzimidazoles/pharmacology , Blotting, Western , Butadienes/pharmacology , CRISPR-Cas Systems , Cell Line, Tumor , Cytoskeletal Proteins , DNA, Neoplasm/genetics , Enzyme Inhibitors , Genes, Neurofibromatosis 1 , Genome-Wide Association Study , HMGA Proteins/genetics , HMGA2 Protein/genetics , High-Throughput Nucleotide Sequencing , Humans , Immunohistochemistry , Membrane Glycoproteins/genetics , Mice , Mice, Knockout , Mice, Nude , Nerve Tissue Proteins/genetics , Niacinamide/analogs & derivatives , Niacinamide/pharmacology , Nitriles/pharmacology , Phenylurea Compounds/pharmacology , Prognosis , Protein Kinase Inhibitors/pharmacology , Pyridones/pharmacology , Pyrimidinones/pharmacology , Real-Time Polymerase Chain Reaction , Receptors, Cell Surface/genetics , Sequence Analysis, DNA , Sorafenib , Survival Analysis , Tumor Suppressor Proteins/genetics , ras Proteins/genetics
5.
BMC Cancer ; 18(1): 772, 2018 Jul 31.
Article in English | MEDLINE | ID: mdl-30064387

ABSTRACT

BACKGROUND: Label-retaining cancer cells (LRCC) have been proposed as a model of slowly cycling cancer stem cells (CSC) which mediate resistance to chemotherapy, tumor recurrence, and metastasis. The molecular mechanisms of chemoresistance in LRCC remain to-date incompletely understood. This study aims to identify molecular targets in LRCC that can be exploited to overcome resistance to gemcitabine, a standard chemotherapy agent for the treatment of pancreas cancer. METHODS: LRCC were isolated following Cy5-dUTP staining by flow cytometry from pancreatic cancer cell lines. Gene expression profiles obtained from LRCC, non-LRCC (NLRCC), and bulk tumor cells were used to generate differentially regulated pathway networks. Loss of upregulated targets in LRCC on gemcitabine sensitivity was assessed via RNAi experiments and pharmacological inhibition. Expression patterns of PDPK1, one of the upregulated targets in LRCC, was studied in patients' tumor samples and correlated with pathological variables and clinical outcome. RESULTS: LRCC are significantly more resistant to gemcitabine than the bulk tumor cell population. Non-canonical EGF (epidermal growth factor)-mediated signal transduction emerged as the top upregulated network in LRCC compared to non-LRCC, and knock down of EGF signaling effectors PDPK1 (3-phosphoinositide dependent protein kinase-1), BMX (BMX non-receptor tyrosine kinase), and NTRK2 (neurotrophic receptor tyrosine kinase 2) or treatment with PDPK1 inhibitors increased growth inhibition and induction of apoptosis in response to gemcitabine. Knockdown of PDPK1 preferentially increased growth inhibition and reduced resistance to induction of apoptosis upon gemcitabine treatment in the LRCC vs non-LRCC population. These findings are accompanied by lower expression levels of PDPK1 in tumors compared to matched uninvolved pancreas in surgical resection specimens and a negative association of membranous localization on IHC with high nuclear grade (p < 0.01). CONCLUSION: Pancreatic cancer cell-derived LRCC are relatively resistant to gemcitabine and harbor a unique transcriptomic profile compared to bulk tumor cells. PDPK1, one of the members of an upregulated EGF-signaling network in LRCC, mediates resistance to gemcitabine, is found to be dysregulated in pancreas cancer specimens, and might be an attractive molecular target for combination therapy studies.


Subject(s)
3-Phosphoinositide-Dependent Protein Kinases/metabolism , Deoxycytidine/analogs & derivatives , Drug Resistance, Neoplasm , Neoplastic Stem Cells/metabolism , Pancreatic Neoplasms/metabolism , Apoptosis/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Deoxycytidine/pharmacology , Humans , Models, Biological , Transcriptome/drug effects , Transcriptome/genetics , Gemcitabine
6.
Liver Int ; 38(1): 113-124, 2018 01.
Article in English | MEDLINE | ID: mdl-28608943

ABSTRACT

BACKGROUND & AIMS: Intrahepatic cholangiocarcinoma (iCCA) is a heterogeneous entity with diverse aetiologies, morphologies and clinical outcomes. Recently, histopathological distinction of cholangiolocellular differentiation (CD) of iCCA has been suggested. However, its genome-wide molecular features and clinical significance remain unclear. METHODS: Based on CD status, we stratified iCCAs into iCCA with CD (n=20) and iCCA without CD (n=102), and performed an integrative analysis using transcriptomic and clinicopathological profiles. RESULTS: iCCA with CD revealed less aggressive histopathological features compared to iCCA without CD, and iCCA with CD showed favourable clinical outcomes of overall survival and time to recurrence than iCCA without CD (P<.05 for all). Transcriptomic profiling revealed that iCCA with CD resembled an inflammation-related subtype, while iCCA without CD resembled a proliferation subtype. In addition, we identified a CD signature that can predict prognostic outcomes of iCCA (CD_UP, n=486 and CD_DOWN, n=308). iCCAs were subgrouped into G1 (positivity for CRP and CDH2, 7%), G3 (positivity for S100P and TFF1, 32%) and G2 (the others, 61%). Prognostic outcomes for overall survival (P=.001) and time to recurrence (P=.017) were the most favourable in G1-iCCAs, intermediate in G2-iCCAs and the worst in G3-iCCAs. Similar result was confirmed in the iCCA set from GSE26566 (n=68). CONCLUSIONS: CD signature was identified to predict the prognosis of iCCA. The combined evaluation of histology of CD and protein expression status of CRP, CDH2, TFF1 and S100P might help subtyping and predicting clinical outcomes of iCCA.


Subject(s)
Bile Duct Neoplasms/genetics , Bile Duct Neoplasms/pathology , Biomarkers, Tumor/genetics , Cell Differentiation/genetics , Cholangiocarcinoma/genetics , Cholangiocarcinoma/pathology , Gene Expression Profiling/methods , Aged , Bile Duct Neoplasms/chemistry , Biomarkers, Tumor/analysis , Cell Proliferation/genetics , Cholangiocarcinoma/chemistry , Female , Gene Expression Regulation, Neoplastic , Humans , Immunohistochemistry , Male , Middle Aged , Phenotype , Predictive Value of Tests , Prognosis , Risk Factors , Tissue Array Analysis , Transcriptome
7.
Proc Natl Acad Sci U S A ; 112(36): 11282-7, 2015 Sep 08.
Article in English | MEDLINE | ID: mdl-26305952

ABSTRACT

The liver has an exceptional replicative capacity following partial hepatectomy or chemical injuries. Cellular proliferation requires increased production of energy and essential metabolites, which critically depend on the mitochondria. To determine whether Top1mt, the vertebrate mitochondrial topoisomerase, is involved in this process, we studied liver regeneration after carbon tetrachloride (CCl4) administration. TOP1mt knockout (KO) mice showed a marked reduction in regeneration and hepatocyte proliferation. The hepatic mitochondrial DNA (mtDNA) failed to increase during recovery from CCl4 exposure. Reduced glutathione was also depleted, indicating increased reactive oxygen species (ROS). Steady-state levels of ATP, O2 consumption, mtDNA, and mitochondrial mass were also reduced in primary hepatocytes from CCl4-treated KO mice. To further test whether Top1mt acted by enabling mtDNA regeneration, we tested TOP1mt KO fibroblasts and human colon carcinoma HCT116 cells and measured mtDNA after 3-d treatment with ethidium bromide. Both types of TOP1mt knockout cells showed defective mtDNA regeneration following mtDNA depletion. Our study demonstrates that Top1mt is required for normal mtDNA homeostasis and for linking mtDNA expansion with hepatocyte proliferation.


Subject(s)
DNA Topoisomerases, Type I/metabolism , Hepatocytes/metabolism , Liver Regeneration/physiology , Mitochondria, Liver/enzymology , Adenosine Triphosphate/metabolism , Animals , Blotting, Western , Carbon Tetrachloride/toxicity , Cell Proliferation/drug effects , Cell Proliferation/genetics , Cells, Cultured , Chemical and Drug Induced Liver Injury/genetics , Chemical and Drug Induced Liver Injury/metabolism , Chemical and Drug Induced Liver Injury/physiopathology , DNA Topoisomerases, Type I/genetics , DNA, Mitochondrial/genetics , DNA, Mitochondrial/metabolism , Embryo, Mammalian/cytology , Fibroblasts/metabolism , Gene Knockout Techniques , Glutathione/metabolism , HCT116 Cells , Hepatocytes/drug effects , Hepatocytes/ultrastructure , Humans , Liver Regeneration/genetics , Mice, Knockout , Microscopy, Electron, Transmission , Mitochondria, Liver/genetics , Mitochondria, Liver/metabolism , Reactive Oxygen Species/metabolism
8.
Hepatology ; 64(2): 582-98, 2016 08.
Article in English | MEDLINE | ID: mdl-26999257

ABSTRACT

UNLABELLED: DNA methyltransferase 1 (DNMT1) is an essential regulator maintaining both epigenetic reprogramming during DNA replication and genome stability. We investigated the role of DNMT1 in the regulation of postnatal liver histogenesis under homeostasis and stress conditions. We generated Dnmt1 conditional knockout mice (Dnmt1(Δalb) ) by crossing Dnmt1(fl/fl) with albumin-cyclization recombination transgenic mice. Serum, liver tissues, and primary hepatocytes were collected from 1-week-old to 20-week old mice. The Dnmt1(Δalb) phenotype was assessed by histology, confocal and electron microscopy, biochemistry, as well as transcriptome and methylation profiling. Regenerative growth was induced by partial hepatectomy and exposure to carbon tetrachloride. The impact of Dnmt1 knockdown was also analyzed in hepatic progenitor cell lines; proliferation, apoptosis, DNA damage, and sphere formation were assessed. Dnmt1 loss in postnatal hepatocytes caused global hypomethylation, enhanced DNA damage response, and initiated a senescence state causing a progressive inability to maintain tissue homeostasis and proliferate in response to injury. The liver regenerated through activation and repopulation from progenitors due to lineage-dependent differences in albumin-cyclization recombination expression, providing a basis for selection of less mature and therefore less damaged hepatic progenitor cell progeny. Consistently, efficient knockdown of Dnmt1 in cultured hepatic progenitor cells caused severe DNA damage, cell cycle arrest, senescence, and cell death. Mx1-cyclization recombination-driven deletion of Dnmt1 in adult quiescent hepatocytes did not affect liver homeostasis. CONCLUSION: These results establish the indispensable role of DNMT1-mediated epigenetic regulation in postnatal liver growth and regeneration; Dnmt1(Δalb) mice provide a unique experimental model to study the role of senescence and the contribution of progenitor cells to physiological and regenerative liver growth. (Hepatology 2016;64:582-598).


Subject(s)
DNA (Cytosine-5-)-Methyltransferases/physiology , Genomic Instability , Hepatocytes/physiology , Liver Regeneration , Liver/embryology , Animals , Cell Differentiation , Cellular Senescence , DNA (Cytosine-5-)-Methyltransferase 1 , DNA Damage , Epigenesis, Genetic , Hepatocytes/cytology , Liver/growth & development , Male , Mice, Transgenic , Stem Cells/physiology
9.
Hepatology ; 63(6): 1888-99, 2016 06.
Article in English | MEDLINE | ID: mdl-26844528

ABSTRACT

UNLABELLED: The majority of hepatocellular carcinoma develops in the background of chronic liver inflammation caused by viral hepatitis and alcoholic or nonalcoholic steatohepatitis. However, the impact of different types of chronic inflammatory microenvironments on the phenotypes of tumors generated by distinct oncogenes is largely unresolved. To address this issue, we generated murine liver tumors by constitutively active AKT-1 (AKT) and ß-catenin (CAT), followed by induction of chronic liver inflammation by 3,5-diethoxycarbonyl-1,4-dihydrocollidine (DDC) and carbon tetrachloride. Also, the impact of DDC-induced chronic liver inflammation was compared between two liver tumor models using a combination of AKT-CAT or AKT-NRAS(G12V) . Treatment with DDC and carbon tetrachloride significantly facilitated the adenoma-to-carcinoma conversion and accelerated the growth of AKT-CAT tumors. Furthermore, DDC treatment altered the morphology of AKT-CAT tumors and caused loss of lipid droplets. Transcriptome analysis of AKT-CAT tumors revealed that cellular growth and proliferation were mainly affected by chronic inflammation and caused up-regulation of Cxcl16, Galectin-3, and Nedd9, among others. Integration with transcriptome profiles from human hepatocellular carcinomas further demonstrated that AKT-CAT tumors generated in the context of chronic liver inflammation showed enrichment of poor prognosis gene sets or decrease of good prognosis gene sets. In contrast, DDC had a more subtle effect on AKT-NRAS(G12V) tumors and primarily enhanced already existent tumor characteristics as supported by transcriptome analysis. However, it also reduced lipid droplets in AKT-NRAS(G12V) tumors. CONCLUSION: Our study suggests that liver tumor phenotype is defined by a combination of driving oncogenes but also the nature of chronic liver inflammation. (Hepatology 2016;63:1888-1899).


Subject(s)
Hepatitis, Animal/complications , Liver Neoplasms, Experimental/etiology , Oncogenes , Proto-Oncogene Proteins c-akt/metabolism , beta Catenin/metabolism , Adaptor Proteins, Signal Transducing/metabolism , Animals , Carbon Tetrachloride , Cell Line , Chemokine CXCL16 , Chemokine CXCL6/metabolism , Female , Galectin 3/metabolism , Hepatitis, Animal/chemically induced , Liver Neoplasms, Experimental/metabolism , Mice , Phenotype , Pyridines , Transcriptome , Tumor Microenvironment
10.
Dig Dis ; 35(4): 387-389, 2017.
Article in English | MEDLINE | ID: mdl-28467999

ABSTRACT

Cancer cells possessing "stemness," or stem-cell properties, are referred to as cancer stem cells (CSC) or cancer-initiating cells. The concept that these cells rest at the apex of the cancer hierarchy is an evolving theme in cancer research. These cells are by definition primarily responsible for the initiation and propagation of tumors as well as relapse after therapy, and they are therefore of major scientific interest. Several studies indicate that hepatocellular carcinomas that harbor phenotypic features of stem cells and progenitor cells constitute a subclass of therapeutically challenging cancers that are associated with a particularly poor prognosis. We recently demonstrated that any cell type in the mouse hepatic lineage can undergo oncogenic reprogramming into a CSC by activating different cell type-specific pathways [1]. Identification of common and cell of origin-specific phenotypic and genetic changes could provide new therapeutic targets for liver cancer.


Subject(s)
Liver Neoplasms/pathology , Neoplastic Stem Cells/pathology , Animals , Carcinogenesis/pathology , Carcinoma, Hepatocellular/pathology , Humans , Mice
11.
Mol Pharmacol ; 89(2): 263-72, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26668215

ABSTRACT

Despite improvements in the management of liver cancer, the survival rate for patients with hepatocellular carcinoma (HCC) remains dismal. The survival benefit of systemic chemotherapy for the treatment of liver cancer is only marginal. Although the reasons for treatment failure are multifactorial, intrinsic resistance to chemotherapy plays a primary role. Here, we analyzed the expression of 377 multidrug resistance (MDR)-associated genes in two independent cohorts of patients with advanced HCC, with the aim of finding ways to improve survival in this poor-prognosis cancer. Taqman-based quantitative polymerase chain reaction revealed a 45-gene signature that predicts overall survival (OS) in patients with HCC. Using the Connectivity Map Tool, we were able to identify drugs that converted the gene expression profiles of HCC cell lines from ones matching patients with poor OS to profiles associated with good OS. We found three compounds that convert the gene expression profiles of three HCC cell lines to gene expression profiles associated with good OS. These compounds increase histone acetylation, which correlates with the synergistic sensitization of those MDR tumor cells to conventional chemotherapeutic agents, including cisplatin, sorafenib, and 5-fluorouracil. Our results indicate that it is possible to modulate gene expression profiles in HCC cell lines to those associated with better outcome. This approach also increases sensitization of HCC cells toward conventional chemotherapeutic agents. This work suggests new treatment strategies for a disease for which few therapeutic options exist.


Subject(s)
Antineoplastic Agents/therapeutic use , Carcinoma, Hepatocellular/genetics , Gene Expression Regulation, Neoplastic , Liver Neoplasms/genetics , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/mortality , Cell Line, Tumor , Cohort Studies , Humans , Liver Neoplasms/drug therapy , Liver Neoplasms/mortality , Survival Rate/trends , Treatment Outcome
12.
Bioinformatics ; 31(2): 216-24, 2015 Jan 15.
Article in English | MEDLINE | ID: mdl-25236463

ABSTRACT

MOTIVATION: Co-regulated genes are not identified in traditional microarray analyses, but may theoretically be closely functionally linked [guilt-by-association (GBA), guilt-by-profiling]. Thus, bioinformatics procedures for guilt-by-profiling/association analysis have yet to be applied to large-scale cancer biology. We analyzed 2158 full cancer transcriptomes from 163 diverse cancer entities in regard of their similarity of gene expression, using Pearson's correlation coefficient (CC). Subsequently, 428 highly co-regulated genes (|CC| ≥ 0.8) were clustered unsupervised to obtain small co-regulated networks. A major subnetwork containing 61 closely co-regulated genes showed highly significant enrichment of cancer bio-functions. All genes except kinesin family member 18B (KIF18B) and cell division cycle associated 3 (CDCA3) were of confirmed relevance for tumor biology. Therefore, we independently analyzed their differential regulation in multiple tumors and found severe deregulation in liver, breast, lung, ovarian and kidney cancers, thus proving our GBA hypothesis. Overexpression of KIF18B and CDCA3 in hepatoma cells and subsequent microarray analysis revealed significant deregulation of central cell cycle regulatory genes. Consistently, RT-PCR and proliferation assay confirmed the role of both genes in cell cycle progression. Finally, the prognostic significance of the identified KIF18B- and CDCA3-dependent predictors (P = 0.01, P = 0.04) was demonstrated in three independent HCC cohorts and several other tumors. In summary, we proved the efficacy of large-scale guilt-by-profiling/association strategies in oncology. We identified two novel oncogenes and functionally characterized them. The strong prognostic importance of downstream predictors for HCC and many other tumors indicates the clinical relevance of our findings. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Biomarkers, Tumor/genetics , Computational Biology/methods , Gene Expression Regulation, Neoplastic , Kinesins/genetics , Neoplasms/genetics , Biomarkers, Tumor/metabolism , Blotting, Western , Carcinogenesis , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/mortality , Carcinoma, Hepatocellular/pathology , Cell Cycle , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Cell Proliferation , Disease Progression , Flow Cytometry , Gene Expression Profiling , Humans , Kinesins/metabolism , Liver Neoplasms/genetics , Liver Neoplasms/mortality , Liver Neoplasms/pathology , Neoplasms/mortality , Neoplasms/pathology , Oligonucleotide Array Sequence Analysis , Prognosis , Survival Rate , Tumor Cells, Cultured , Tumor Stem Cell Assay
13.
Hepatology ; 62(3): 829-40, 2015 Sep.
Article in English | MEDLINE | ID: mdl-25953724

ABSTRACT

UNLABELLED: Therapies that target cancer stem cells (CSCs) hold promise in eliminating cancer burden. However, normal stem cells are likely to be targeted owing to their similarities to CSCs. It is established that epithelial cell adhesion molecule (EpCAM) is a biomarker for normal hepatic stem cells (HpSCs), and EpCAM(+) AFP(+) hepatocellular carcinoma (HCC) cells have enriched hepatic CSCs. We sought to determine whether specific microRNAs (miRNAs) exist in hepatic CSCs that are not expressed in normal HpSCs. We performed a pair-wise comparison of the miRNA transcriptome of EpCAM(+) and corresponding EpCAM(-) cells isolated from two primary HCC specimens, as well as from two fetal livers and three healthy adult liver donors by small RNA deep sequencing. We found that miR-150, miR-155, and miR-223 were preferentially highly expressed in EpCAM(+) HCC cells, which was further validated. Their gene surrogates, identified using miRNA and messenger RNA profiling in a cohort of 292 HCC patients, were associated with patient prognosis. We further demonstrated that miR-155 was highly expressed in EpCAM(+) HCC cells, compared to corresponding EpCAM(-) HCC cells, fetal livers with enriched normal hepatic progenitors, and normal adult livers with enriched mature hepatocytes. Suppressing miR-155 resulted in a decreased EpCAM(+) fraction in HCC cells and reduced HCC cell colony formation, migration, and invasion in vitro. The reduced levels of identified miR-155 targets predicted the shortened overall survival and time to recurrence of HCC patients. CONCLUSION: miR-155 is highly elevated in EpCAM(+) HCC cells and might serve as a molecular target to eradicate the EpCAM(+) CSC population in human HCCs.


Subject(s)
Antigens, Neoplasm/genetics , Carcinoma, Hepatocellular/genetics , Cell Adhesion Molecules/genetics , Gene Expression Regulation, Neoplastic , Liver Neoplasms/genetics , MicroRNAs/genetics , Neoplastic Stem Cells/metabolism , Carcinoma, Hepatocellular/mortality , Carcinoma, Hepatocellular/pathology , Cell Line, Tumor , Epithelial Cell Adhesion Molecule , Humans , Kaplan-Meier Estimate , Liver Neoplasms/mortality , Liver Neoplasms/pathology , Neoplastic Stem Cells/pathology , Reference Values , Signal Transduction , Survival Rate , Up-Regulation/genetics
14.
Hepatology ; 62(4): 1174-89, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26173068

ABSTRACT

UNLABELLED: Many cancer cells require more glycolytic adenosine triphosphate production due to a mitochondrial respiratory defect. However, the roles of mitochondrial defects in cancer development and progression remain unclear. To address the role of transcriptomic regulation by mitochondrial defects in liver cancer cells, we performed gene expression profiling for three different cell models of mitochondrial defects: cells with chemical respiratory inhibition (rotenone, thenoyltrifluoroacetone, antimycin A, and oligomycin), cells with mitochondrial DNA depletion (Rho0), and liver cancer cells harboring mitochondrial defects (SNU354 and SNU423). By comparing gene expression in the three models, we identified 10 common mitochondrial defect-related genes that may be responsible for retrograde signaling from cancer cell mitochondria to the intracellular transcriptome. The concomitant expression of the 10 common mitochondrial defect genes is significantly associated with poor prognostic outcomes in liver cancers, suggesting their functional and clinical relevance. Among the common mitochondrial defect genes, we found that nuclear protein 1 (NUPR1) is one of the key transcription regulators. Knockdown of NUPR1 suppressed liver cancer cell invasion, which was mediated in a Ca(2+) signaling-dependent manner. In addition, by performing an NUPR1-centric network analysis and promoter binding assay, granulin was identified as a key downstream effector of NUPR1. We also report association of the NUPR1-granulin pathway with mitochondrial defect-derived glycolytic activation in human liver cancer. CONCLUSION: Mitochondrial respiratory defects and subsequent retrograde signaling, particularly the NUPR1-granulin pathway, play pivotal roles in liver cancer progression.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/genetics , Basic Helix-Loop-Helix Transcription Factors/physiology , Carcinoma, Hepatocellular/genetics , Gene Expression Regulation, Neoplastic/genetics , Liver Neoplasms/genetics , Mitochondria/genetics , Neoplasm Proteins/genetics , Neoplasm Proteins/physiology , Carcinoma, Hepatocellular/pathology , Disease Progression , Humans , Liver Neoplasms/pathology , Tumor Cells, Cultured
15.
Hepatology ; 62(4): 1160-73, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26154152

ABSTRACT

UNLABELLED: Enhanced expression of the cancer stem cell (CSC) marker, CD133, is closely associated with a higher rate of tumor formation and poor prognosis in hepatocellular carcinoma (HCC) patients. Despite its clinical significance, the molecular mechanism underlying the deregulation of CD133 during tumor progression remains to be clarified. Here, we report on a novel mechanism by which interleukin-6/signal transducer and activator of transcription 3 (IL-6/STAT3) signaling up-regulates expression of CD133 and promotes HCC progression. STAT3 activated by IL-6 rapidly bound to CD133 promoter and increased protein levels of CD133 in HCC cells. Reversely, in hypoxic conditions, RNA interference silencing of STAT3 resulted in decrease of CD133 levels, even in the presence of IL-6, with a concomitant decrease of hypoxia-inducible factor 1 alpha (HIF-1α) expression. Active STAT3 interacted with nuclear factor kappa B (NF-κB) p65 subunit to positively regulate the transcription of HIF-1α providing a mechanistic explanation on how those three oncogenes work together to increase the activity of CD133 in a hypoxic liver microenvironment. Activation of STAT3 and its consequent induction of HIF-1α and CD133 expression were not observed in Toll-like receptor 4/IL-6 double-knockout mice. Long-term silencing of CD133 by a lentiviral-based approach inhibited cancer cell-cycle progression and suppressed in vivo tumorigenicity by down-regulating expression of cytokinesis-related genes, such as TACC1, ACF7, and CKAP5. We also found that sorafenib and STAT3 inhibitor nifuroxazide inhibit HCC xenograft formation by blocking activation of STAT3 and expression of CD133 and HIF-1α proteins. CONCLUSION: IL-6/STAT3 signaling induces expression of CD133 through functional cooperation with NF-κB and HIF-1α during liver carcinogenesis. Targeting STAT3-mediated CD133 up-regulation may represent a novel, effective treatment by eradicating the liver tumor microenvironment.


Subject(s)
Antigens, CD/physiology , Carcinoma, Hepatocellular/etiology , Glycoproteins/physiology , Interleukin-6/physiology , Liver Neoplasms/etiology , Peptides/physiology , STAT3 Transcription Factor/physiology , Up-Regulation , AC133 Antigen , Animals , Cell Hypoxia , Humans , Mice , Mice, Inbred C57BL
16.
FASEB J ; 29(5): 1653-62, 2015 May.
Article in English | MEDLINE | ID: mdl-25477280

ABSTRACT

To investigate the role of enhancer of zeste homolog (EZH) 1 and EZH2 in liver homeostasis, mice were generated that carried Ezh1(-/-) and EZH2(fl/fl) alleles and an Alb-Cre transgene. Only the combined loss of EZH1 and EZH2 in mouse hepatocytes caused a depletion of global trimethylation on Lys 27 of histone H3 (H3K27me3) marks and the specific loss of over ∼1900 genes at 3 mo of age. Ezh1(-/-),Ezh2(fl/fl)Alb-Cre mice exhibited progressive liver abnormalities manifested by the development of regenerative nodules and concomitant periportal fibrosis, inflammatory infiltration, and activation of A6-positive hepatic progenitor cells at 8 mo of age. In response to chronic treatment with carbon tetrachloride, all experimental mice, but none of the controls (n = 27 each), showed increased hepatic degeneration associated with liver dysfunction and reduced ability to proliferate. After two-thirds partial hepatectomy, mutant mice (n = 5) displayed increased liver injury and a blunted regenerative response. Genome-wide analyses at 3 mo of age identified 51 genes that had lost H3K27me3 marks, and their expression was significantly increased. These genes were involved in regulation of cell survival, fibrosis, and proliferation. H3K27me3 levels and liver physiology were unaffected in mice lacking either EZH1 globally or EZH2 specifically in hepatocytes. This work demonstrates a critical redundancy of EZH1 and EZH2 in maintaining hepatic homeostasis and regeneration.


Subject(s)
Biomarkers/analysis , Hepatocytes/cytology , Homeostasis/physiology , Liver Regeneration/physiology , Polycomb Repressive Complex 2/physiology , Animals , Blotting, Western , Cell Proliferation , Cells, Cultured , Enhancer of Zeste Homolog 2 Protein , Fibrosis/etiology , Fibrosis/metabolism , Fibrosis/pathology , Fluorescent Antibody Technique , Hepatocytes/metabolism , High-Throughput Nucleotide Sequencing , Histones/metabolism , Inflammation/etiology , Inflammation/metabolism , Inflammation/pathology , Male , Mice , Mice, Knockout , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction
17.
J Neurosci ; 34(46): 15356-68, 2014 Nov 12.
Article in English | MEDLINE | ID: mdl-25392503

ABSTRACT

The mechanisms that specify photoreceptor cell-fate determination, especially as regards to short-wave-sensitive (S) versus medium-wave-sensitive (M) cone identity, and maintain their nature and function, are not fully understood. Here we report the importance of general transcription factor II-I repeat domain-containing protein 1 (GTF2IRD1) in maintaining M cone cell identity and function as well as rod function. In the mouse, GTF2IRD1 is expressed in cell-fate determined photoreceptors at postnatal day 10. GTF2IRD1 binds to enhancer and promoter regions in the mouse rhodopsin, M- and S-opsin genes, but regulates their expression differentially. Through interaction with the transcription factors CRX and thyroid hormone receptor ß 2, it enhances M-opsin expression, whereas it suppresses S-opsin expression; and with CRX and NRL, it enhances rhodopsin expression. In an apparent paradox, although GTF2IRD1 is widely expressed in multiple cell types across the retina, knock-out of GTF2IRD1 alters the retinal expression of only a limited number of annotated genes. Interestingly, however, the null mutation leads to altered topology of cone opsin expression in the retina, with aberrant S-opsin overexpression and M-opsin underexpression in M cones. Gtf2ird1-null mice also demonstrate abnormal M cone and rod electrophysiological responses. These findings suggest an important role for GTF2IRD1 in regulating the level and topology of rod and cone gene expression, and in maintaining normal retinal function.


Subject(s)
Gene Expression Regulation , Muscle Proteins/physiology , Nuclear Proteins/physiology , Retina/metabolism , Retinal Cone Photoreceptor Cells/physiology , Retinal Rod Photoreceptor Cells/physiology , Trans-Activators/physiology , Animals , Basic-Leucine Zipper Transcription Factors/metabolism , Electroretinography , Eye Proteins/metabolism , Homeodomain Proteins/metabolism , Mice , Mice, Knockout , Opsins/metabolism , Primary Cell Culture , Retinal Cone Photoreceptor Cells/metabolism , Retinal Rod Photoreceptor Cells/metabolism , Rhodopsin/metabolism , Thyroid Hormone Receptors beta/metabolism , Trans-Activators/metabolism
18.
J Hepatol ; 63(3): 661-9, 2015 Sep.
Article in English | MEDLINE | ID: mdl-25937435

ABSTRACT

BACKGROUND & AIMS: The cancer stem cells (CSCs) have important therapeutic implications for multi-resistant cancers including hepatocellular carcinoma (HCC). Among the key pathways frequently activated in liver CSCs is NF-κB signaling. METHODS: We evaluated the CSCs-depleting potential of NF-κB inhibition in liver cancer achieved by the IKK inhibitor curcumin, RNAi and specific peptide SN50. The effects on CSCs were assessed by analysis of side population (SP), sphere formation and tumorigenicity. Molecular changes were determined by RT-qPCR, global gene expression microarray, EMSA, and Western blotting. RESULTS: HCC cell lines exposed to curcumin exhibited differential responses to curcumin and were classified as sensitive and resistant. In sensitive lines, curcumin-mediated induction of cell death was directly related to the extent of NF-κB inhibition. The treatment also led to a selective CSC-depletion as evidenced by a reduced SP size, decreased sphere formation, down-regulation of CSC markers and suppressed tumorigenicity. Similarly, NF-κB inhibition by SN50 and siRNA against p65 suppressed tumor cell growth. In contrast, curcumin-resistant cells displayed a paradoxical increase in proliferation and expression of CSC markers. Mechanistically, an important component of the CSC-depleting activity of curcumin could be attributed to a NF-κB-mediated HDAC inhibition. Co-administration of the class I/II HDAC inhibitor trichostatine sensitized resistant cells to curcumin. Further, integration of a predictive signature of curcumin sensitivity with human HCC database indicated that HCCs with poor prognosis and progenitor features are most likely to benefit from NF-κB inhibition. CONCLUSIONS: These results demonstrate that blocking NF-κB can specifically target CSC populations and suggest a potential for combined inhibition of NF-κB and HDAC signaling for treatment of liver cancer patients with poor prognosis.


Subject(s)
Antineoplastic Agents/pharmacology , Curcumin/pharmacology , Liver Neoplasms/drug therapy , NF-kappa B/antagonists & inhibitors , Neoplastic Stem Cells/drug effects , Signal Transduction/drug effects , Animals , Cell Line, Tumor , Histone Deacetylases/physiology , Humans , Hydroxamic Acids/pharmacology , Liver Neoplasms/pathology , Mice , NF-kappa B/physiology
19.
Hepatology ; 59(6): 2251-62, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24449497

ABSTRACT

UNLABELLED: Reversal of DNA hypermethylation and associated gene silencing is an emerging cancer therapy approach. Here we addressed the impact of epigenetic alterations and cellular context on functional and transcriptional reprogramming of hepatocellular carcinoma (HCC) cells. Our strategy employed a 3-day treatment of established and primary human HCC-derived cell lines grown as a monolayer at various cell densities with the DNMT1 inhibitor zebularine (ZEB) followed by a 3D culture to identify cells endowed with self-renewal potential. Differences in self-renewal, gene expression, tumorigenicity, and metastatic potential of spheres at generations G1-G5 were examined. Transient ZEB exposure produced differential cell density-dependent responses. In cells grown at low density, ZEB caused a remarkable increase in self-renewal and tumorigenicity associated with long-lasting gene expression changes characterized by a stable overexpression of cancer stem cell-related and key epithelial-mesenchymal transition genes. These effects persisted after restoration of DNMT1 expression. In contrast, at high cell density, ZEB caused a gradual decrease in self-renewal and tumorigenicty, and up-regulation of apoptosis- and differentiation-related genes. A permanent reduction of DNMT1 protein using short hairpin RNA (shRNA)-mediated DNMT1 silencing rendered HCC cells insensitive both to cell density and ZEB effects. Similarly, WRL68 and HepG2 hepatoblastoma cells expressing low DNMT1 basal levels also possessed a high self-renewal, irrespective of cell density or ZEB exposure. Spheres formed by low-density cells treated with ZEB or shDNMT1 displayed a high molecular similarity which was sustained through consecutive generations, confirming the essential role of DNMT1 depletion in the enhancement of cancer stem cell properties. CONCLUSION: These results identify DNA methylation as a key epigenetic regulatory mechanism determining the pool of cancer stem cells in liver cancer and possibly other solid tumors.


Subject(s)
Carcinoma, Hepatocellular/metabolism , DNA (Cytosine-5-)-Methyltransferases/metabolism , DNA Methylation , Liver Neoplasms/metabolism , Neoplastic Stem Cells/metabolism , Animals , Carcinogenesis , Cell Line, Tumor , Cytidine/analogs & derivatives , DNA (Cytosine-5-)-Methyltransferase 1 , DNA (Cytosine-5-)-Methyltransferases/antagonists & inhibitors , Gene Expression , Gene Knockdown Techniques , Humans , Mice , Mice, Inbred NOD , Mice, SCID , Neoplasms, Experimental , Spheroids, Cellular/physiology
20.
PLoS Med ; 11(12): e1001770, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25536056

ABSTRACT

BACKGROUND: Typically observed at 2 y after surgical resection, late recurrence is a major challenge in the management of hepatocellular carcinoma (HCC). We aimed to develop a genomic predictor that can identify patients at high risk for late recurrence and assess its clinical implications. METHODS AND FINDINGS: Systematic analysis of gene expression data from human liver undergoing hepatic injury and regeneration revealed a 233-gene signature that was significantly associated with late recurrence of HCC. Using this signature, we developed a prognostic predictor that can identify patients at high risk of late recurrence, and tested and validated the robustness of the predictor in patients (n = 396) who underwent surgery between 1990 and 2011 at four centers (210 recurrences during a median of 3.7 y of follow-up). In multivariate analysis, this signature was the strongest risk factor for late recurrence (hazard ratio, 2.2; 95% confidence interval, 1.3-3.7; p = 0.002). In contrast, our previously developed tumor-derived 65-gene risk score was significantly associated with early recurrence (p = 0.005) but not with late recurrence (p = 0.7). In multivariate analysis, the 65-gene risk score was the strongest risk factor for very early recurrence (<1 y after surgical resection) (hazard ratio, 1.7; 95% confidence interval, 1.1-2.6; p = 0.01). The potential significance of STAT3 activation in late recurrence was predicted by gene network analysis and validated later. We also developed and validated 4- and 20-gene predictors from the full 233-gene predictor. The main limitation of the study is that most of the patients in our study were hepatitis B virus-positive. Further investigations are needed to test our prediction models in patients with different etiologies of HCC, such as hepatitis C virus. CONCLUSIONS: Two independently developed predictors reflected well the differences between early and late recurrence of HCC at the molecular level and provided new biomarkers for risk stratification. Please see later in the article for the Editors' Summary.


Subject(s)
Carcinoma, Hepatocellular/genetics , Liver Neoplasms/genetics , Adult , Aged , Female , Humans , Male , Middle Aged , Multivariate Analysis , Neoplasm Recurrence, Local/genetics , Risk Factors , STAT3 Transcription Factor/genetics , Young Adult
SELECTION OF CITATIONS
SEARCH DETAIL