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2.
Front Oncol ; 12: 780493, 2022.
Article in English | MEDLINE | ID: mdl-35311149

ABSTRACT

Super-enhancers (SEs) comprise large clusters of enhancers that highly enhance gene expression. Long non-coding RNAs (lncRNAs) tend to be dysregulated in cases of stomach adenocarcinoma (STAD) and are vital for balancing tumor immunity. However, whether SE-associated lncRNAs play a role in the immune infiltration of STAD remains unknown. In the present study, we identified SE-associated lncRNAs in the H3K27ac ChIP-seq datasets from 11 tumor tissues and two cell lines. We found that the significantly dysregulated SE-associated lncRNAs were strongly correlated with immune cell infiltration through the application of six algorithms (ImmuncellAI, CIBERSORT, EPIC, quantiSeq, TIMER, and xCELL), as well as immunomodulators and chemokines. We found that the expression of SE-associated lncRNA TM4SF1-AS1 was negatively correlated with the proportion of CD8+ T cells present in STAD. TM4SF1-AS1 suppresses T cell-mediated immune killing function and predicts immune response to anti-PD1 therapy. ChIP-seq, Hi-C and luciferase assay results verified that TM4SF1-AS1 was regulated by its super-enhancer. RNA-seq data showed that TM4SF1-AS1 is involved in immune and cancer-related processes or pathways. In conclusion, SE-associated lncRNAs are involved in the tumor immune microenvironment and act as indicators of clinical outcomes in STAD. This study highlights the importance of SE-associated lncRNAs in the immune regulation of STAD.

3.
Cell Commun Signal ; 20(1): 35, 2022 03 19.
Article in English | MEDLINE | ID: mdl-35305679

ABSTRACT

BACKGROUND: As a class of the opioid receptors, the kappa opioid receptor (KOR) has been verified to be a potential biomarker and therapeutic target for human malignant tumors. However, a thorough understanding of whether KOR affects progression of esophageal squamous cell carcinoma (ESCC) is still lacking. This study focused on exploring the effect of knocking down KOR in ESCC and its underlying mechanism. METHODS: Bioinformatics analysis was used to compare the different expression level of OPRK1 (KOR gene) in tumor and adjacent normal tissues, and predict the relationship between KOR expression and overall survival. RNA-sequence analysis was performed to detect the altered functions and mechanisms after down regulating KOR. The in vitro and in vivo assays were used to detect the effects of down-regulated KOR on cell proliferation, migration and invasion. Substrate gel zymography and 3D cell culture assays were used to find the effect of KOR knockdown on the degradation of extracellular matrix (ECM), and immunefluorescence was performed to detect the altered cytoskeleton. Western blotting and immunohistochemistry were used to explore the underlying mechanism pathway. RESULTS: Bioinformatics analysis revealed that the expression of OPRK1 was lower in tumor tissue than that in adjacent normal tissues, and lowered expression of KOR was associated with poorer overall survival. The in vitro assays demonstrated that down-regulation of KOR enhanced ESCC proliferation, metastasis and invasion. Western blotting revealed that down-regulation of KOR could activate PDK1-AKT signaling pathway, which actively regulated the cancer progression. Down-regulation of KOR enhanced the formation of invadopodia, secretion of matrix metalloproteinase-2 (MMP2) and rearrangement of cytoskeleton, which were positively related with the invasion of ESCC. KOR knockdown enhanced the tumor invasion and elevated the AKT phosphorylation in nude mice. The AKT kinase inhibition could reverse the effect of down-regulation of KOR. CONCLUSION: KOR might act as a tumor suppressor in ESCC and down-regulation of KOR could enhance the ESCC tumor phenotype. Video Abstract.


Subject(s)
Esophageal Neoplasms , Esophageal Squamous Cell Carcinoma , Animals , Cell Line, Tumor , Cell Movement , Cell Proliferation/genetics , Down-Regulation , Esophageal Neoplasms/genetics , Esophageal Neoplasms/pathology , Esophageal Squamous Cell Carcinoma/genetics , Gene Expression Regulation, Neoplastic , Matrix Metalloproteinase 2/metabolism , Mice , Mice, Nude , Neoplasm Invasiveness/pathology , Proto-Oncogene Proteins c-akt/metabolism , Receptors, Opioid, kappa/genetics , Receptors, Opioid, kappa/metabolism , Signal Transduction/genetics
4.
DNA Cell Biol ; 39(7): 1228-1242, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32429692

ABSTRACT

Heat shock protein (HSP) is a family of highly conserved protein, which exists widely in various organisms and has a variety of important physiological functions. Currently, there is no systematic analysis of HSPs in human glioma. The aim of this study was to investigate the characteristics of HSPs through constructing protein-protein interaction network (PPIN) considering the expression level of HSPs in glioma. After the identification of the differentially expressed HSPs in glioma tissues, a specific PPIN was constructed and found that there were many interactions between the differentially expressed HSPs in glioma. Subcellular localization analysis shows that HSPs and their interacting proteins distribute from the cell membrane to the nucleus in a multilayer structure. By functional enrichment analysis, gene ontology analysis, and Kyoto Encyclopedia of Genes and Genomes pathway analysis, the potential function of HSPs and two meaningful enrichment pathways was revealed. In addition, nine HSPs (DNAJA4, DNAJC6, DNAJC12, HSPA6, HSP90B1, DNAJB1, DNAJB6, DNAJC10, and SERPINH1) are prognostic markers for human brain glioma. These analyses provide a full view of HSPs about their expression, biological process, as well as clinical significance in glioma.


Subject(s)
Gene Expression Profiling , Gene Regulatory Networks , Glioma/genetics , Heat-Shock Proteins/genetics , Biomarkers, Tumor/genetics , Computational Biology , Glioma/diagnosis , Glioma/metabolism , Glioma/pathology , Heat-Shock Proteins/metabolism , Humans , Intracellular Space/metabolism , Prognosis , Protein Interaction Maps
5.
Oncol Lett ; 15(6): 9353-9360, 2018 Jun.
Article in English | MEDLINE | ID: mdl-29805660

ABSTRACT

5-lipoxygenase (5-LO) catalyzes the first step of arachidonic acid metabolism to inflammatory mediator leukotrienes. The present study assessed 5-LO expression in esophageal squamous cell carcinoma (ESCC) tissue specimens for associations with clinicopathological and survival data from patients, then explored 5-LO activity in ESCC cells in vitro. 5-LO expression was detected in tissue microarrays containing 297 ESCC samples using immunohistochemistry. Kaplan-Meier curves were used to analyze the survival significance of 5-LO expression and relative risk was evaluated using the multivariate Cox proportional hazards model. Cultured tumor cells were subjected to gene transfection, western blotting, and cell migration and proliferation assays. 5-LO protein was primarily expressed in normal cell cytoplasm and/or membrane, and never in the whole cytoplasm, whereas 5-LO was expressed diffusely in ESCC tissues with nearly homogeneous whole-cytoplasm staining. 5-LO expression was significantly associated with tumor regional lymph node metastasis (P=0.013) and pTNM stage (P=0.004). 5-LO expression was associated with poor overall survival (P=0.029). Multivariate analysis demonstrated that 5-LO overexpression was an independent prognostic factor for ESCC patients (P=0.041). Furthermore, the inhibition of 5-LO expression reduced ESCC cell viability and migration in vitro. These data provide further evidence that the upregulation of 5-LO expression is associated with advanced stages of disease and poor ESCC prognosis, and that 5-LO expression may independently predict overall survival in patients with ESCC. The inhibition of 5-LO expression reduced ESCC malignant behavior in vitro.

6.
Cancer Med ; 6(7): 1707-1719, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28556501

ABSTRACT

Current staging is inadequate for predicting clinical outcome of esophageal squamous cell carcinoma (ESCC). Aberrant expression of LOXL2 and actin-related proteins plays important roles in ESCC. Here, we aimed to develop a novel molecular signature that exceeds the power of the current staging system in predicting ESCC prognosis. We found that LOXL2 colocalized with filamentous actin in ESCC cells, and gene set enrichment analysis (GSEA) showed that LOXL2 is related to the actin cytoskeleton. An ESCC-specific protein-protein interaction (PPI) network involving LOXL2 and actin-related proteins was generated based on genome-wide RNA-seq in 15 paired ESCC samples, and the prognostic significance of 14 core genes was analyzed. Using risk score calculation, a three-gene signature comprising LOXL2, CDH1, and FN1 was derived from transcriptome data of patients with ESCC. The high-risk three-gene signature strongly correlated with poor prognosis in a training cohort of 60 patients (P = 0.003). In mRNA and protein levels, the prognostic values of this signature were further validated in 243 patients from a testing cohort (P = 0.001) and two validation cohorts (P = 0.021, P = 0.007). Furthermore, Cox regression analysis revealed that the signature was an independent prognostic factor. Compared with using the signature or TNM stage alone, the combined model significantly enhanced the accuracy in evaluating ESCC prognosis. In conclusion, our data reveal that the tumor-promoting role of LOXL2 in ESCC is mediated by perturbing the architecture of actin cytoskeleton through its PPIs. We generated a novel three-gene signature (PPI interfaces) that robustly predicts poor clinical outcome in ESCC patients.


Subject(s)
Actins/metabolism , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/metabolism , Esophageal Neoplasms/genetics , Esophageal Neoplasms/metabolism , Gene Expression Regulation, Neoplastic , Protein Interaction Maps , Amino Acid Oxidoreductases/genetics , Amino Acid Oxidoreductases/metabolism , Biomarkers, Tumor , Carcinoma, Squamous Cell/mortality , Carcinoma, Squamous Cell/pathology , Cell Line , Computational Biology/methods , Cytoskeleton , Esophageal Neoplasms/mortality , Esophageal Neoplasms/pathology , Esophageal Squamous Cell Carcinoma , Female , Gene Expression Profiling , Humans , Kaplan-Meier Estimate , Male , Neoplasm Staging , Prognosis , Protein Interaction Mapping , ROC Curve , Reproducibility of Results
7.
Amino Acids ; 49(5): 943-955, 2017 05.
Article in English | MEDLINE | ID: mdl-28251354

ABSTRACT

Filopodia are dynamic membrane extensions generated by F-actin bundling and are involved in cancer cell migration, invasion and metastasis. Fascin is the crucial actin-bundling protein in filopodia, with phosphorylation at fascin serine 39 being well characterized to regulate fascin-mediated actin bundling in filopodia. However, increasing evidence indicates that fascin is phosphorylated at a number of sites. Whether phosphorylation at other sites also regulates fascin function is unknown. In this study, we show that four potential phosphorylation sites in fascin, specifically tyrosine 23, serine 38, serine 39 and serine 274, regulate cell behavior and filopodia formation in esophageal squamous cancer cells. Expression of non-phosphorylatable mutations at each of the four sites promoted anchorage-independent growth, cell motility and filopodia formation, whereas phosphomimetic mutations at each of these sites inhibited these cell behaviors, implying that fascin function in esophageal squamous cancer is regulated by fascin phosphorylation at multiple sites. Furthermore, phosphorylation at S38 and S39 cooperatively regulated cell behavior and filopodia formation, with dual dephosphorylation at both S38 and S39 residues maximally enhancing cell proliferation, migration and filopodia formation, and phosphorylation at any of the two phosphorylatable sites resulting in reduced enhancement. Taken together, our results reveal that phosphorylation at fascin amino acids Y23, S38, S39 and S274, in combination, downregulates the extent of anchorage-independent growth, cell migration and filopodia formation in esophageal squamous cancer cells.


Subject(s)
Carrier Proteins/metabolism , Epithelial Cells/metabolism , Microfilament Proteins/metabolism , Protein Processing, Post-Translational , Pseudopodia/metabolism , Serine/metabolism , Tyrosine/metabolism , Actins/genetics , Actins/metabolism , Carrier Proteins/genetics , Cell Line, Tumor , Cell Movement , Epithelial Cells/pathology , Esophagus/metabolism , Esophagus/pathology , Humans , Microfilament Proteins/genetics , Mutation , Phosphorylation , Pseudopodia/pathology , Pseudopodia/ultrastructure
8.
Asian Pac J Cancer Prev ; 16(13): 5445-51, 2015.
Article in English | MEDLINE | ID: mdl-26225692

ABSTRACT

Fascin-1 (FSCN1) is an actin-bundling protein that induces cell membrane protrusions, increases cell motility, and is overexpressed in various human epithelial cancers, including esophageal squamous cell carcinoma (ESCC). We analyzed various protein-protein interactions (PPI) of differentially-expressed genes (DEGs), in fascin knockdown ESCC cells, to explore the role of fascin overexpression. The node-degree distributions indicated these PPI sub-networks to be characterized as scale-free. Subcellular localization analysis revealed DEGs to interact with other proteins directly or indirectly, distributed in multiple layers of extracellular membrane-cytoskeleton/ cytoplasm-nucleus. The functional annotation map revealed hundreds of significant gene ontology (GO) terms, especially those associated with cytoskeleton organization of FSCN1. The Random Walk with Restart algorithm was applied to identify the prioritizations of these DEGs when considering their relationship with FSCN1. These analyses based on PPI network have greatly expanded our comprehension of the mRNA expression profile following fascin knockdown to future examine the roles and mechanisms of fascin action.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Squamous Cell/genetics , Carrier Proteins/antagonists & inhibitors , Esophageal Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Microfilament Proteins/antagonists & inhibitors , RNA, Small Interfering/genetics , Biomarkers, Tumor/metabolism , Carcinoma, Squamous Cell/metabolism , Carrier Proteins/genetics , Esophageal Neoplasms/metabolism , Gene Expression Profiling , Humans , Microfilament Proteins/genetics , Protein Interaction Maps , Tumor Cells, Cultured
9.
Biochim Biophys Acta ; 1853(10 Pt A): 2240-50, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26190820

ABSTRACT

Lipocalin 2 (LCN2) is a poor prognostic factor in esophageal squamous cell carcinoma (ESCC), however its functional roles and molecular mechanisms of action remain to be clarified. Here, we described the functions and signaling pathways for LCN2 in ESCC. Overexpression of LCN2 in ESCC cells accelerated cell migration and invasion in vitro, and promoted lung metastasis in vivo. Blocking LCN2 expression inhibited its pro-oncogenic effect. Either overexpression of LCN2 or treatment with recombinant human LCN2 protein enhanced the activation of MEK/ERK pathway, which in turn increases endogenous LCN2 to increase MMP-9 activity. The decreased p-cofilin and increased p-ERM induced by pERK1/2 cause the cytoskeleton F-actin rearrangement and alter the behavior of ESCC cells mediated by LCN2. As a consequence, activation of MMP-9 and the rearrangement of F-actin throw light on the mechanisms for LCN2 in ESCC. These results imply that LCN2 promotes the migration and invasion of ESCC cells through a novel positive feedback loop.


Subject(s)
Acute-Phase Proteins/metabolism , Carcinoma, Squamous Cell/metabolism , Cell Movement , Esophageal Neoplasms/metabolism , Lipocalins/metabolism , MAP Kinase Signaling System , Neoplasm Proteins/metabolism , Proto-Oncogene Proteins/metabolism , Actins/genetics , Actins/metabolism , Acute-Phase Proteins/genetics , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/pathology , Cell Line, Tumor , Cytoskeleton/genetics , Cytoskeleton/metabolism , Esophageal Neoplasms/genetics , Esophageal Neoplasms/pathology , Humans , Lipocalin-2 , Lipocalins/genetics , Matrix Metalloproteinase 9/genetics , Matrix Metalloproteinase 9/metabolism , Mitogen-Activated Protein Kinase 1/genetics , Mitogen-Activated Protein Kinase 1/metabolism , Mitogen-Activated Protein Kinase 3/genetics , Mitogen-Activated Protein Kinase 3/metabolism , Neoplasm Invasiveness/genetics , Neoplasm Invasiveness/pathology , Neoplasm Proteins/genetics , Proto-Oncogene Proteins/genetics
10.
Sci Rep ; 5: 12010, 2015 Jul 01.
Article in English | MEDLINE | ID: mdl-26131602

ABSTRACT

The lipocalin proteins (lipocalins) are a large family of small proteins characterized by low sequence similarity and highly conserved crystal structures. Lipocalins have been found to play important roles in many human diseases. For this reason, a systemic analysis of the molecular properties of human lipocalins is essential. In this study, human lipocalins were found to contain four structurally conserved regions (SCRs) and could be divided into two subgroups. A human lipocalin protein-protein interaction network (PPIN) was constructed and integrated with their expression data in esophageal carcinoma. Many lipocalins showed obvious co-expression patterns in esophageal carcinoma. Their subcellular distributions also suggested these lipocalins may transfer signals from the extracellular space to the nucleus using the pathway-like paths. These analyses also expanded our knowledge about this human ancient protein family in the background of esophageal carcinoma.


Subject(s)
Esophageal Neoplasms/metabolism , Lipocalins/metabolism , Amino Acid Sequence , Gene Expression , Humans , Lipocalins/chemistry , Lipocalins/genetics , Molecular Sequence Annotation , Molecular Sequence Data , Protein Interaction Maps , Protein Transport , Retinoblastoma Protein/metabolism , Sequence Homology, Amino Acid , Signal Transduction
11.
Oncotarget ; 6(18): 15940-52, 2015 Jun 30.
Article in English | MEDLINE | ID: mdl-25909284

ABSTRACT

The paucity of new drugs for the treatment of esophageal squamous cell carcinoma (ESCC) limits the treatment options. This study characterized the therapeutic efficacy and action mechanism of a novel natural macrolide compound F806 in human ESCC xenograft models and cell lines. F806 inhibited growth of ESCC, most importantly, it displayed fewer undesirable side effects on normal tissues in two human ESCC xenograft models. F806 inhibited proliferation of six ESCC cells lines, with the half maximal inhibitory concentration (IC50) ranging from 9.31 to 16.43 µM. Furthermore, F806 induced apoptosis of ESCC cells, contributing to its growth-inhibitory effect. Also, F806 inhibited cell adhesion resulting in anoikis. Mechanistic studies revealed that F806 inhibited the activation of ß1 integrin in part by binding to a novel site Arg610 of ß1 integrin, suppressed focal adhesion formation, decreased cell adhesion to extracellular matrix and eventually triggered apoptosis. We concluded that F806 would potentially be a well-tolerated anticancer drug by targeting ß1 integrin, resulting in anoikis in ESCC cells.


Subject(s)
Carcinoma, Squamous Cell/drug therapy , Carcinoma, Squamous Cell/metabolism , Esophageal Neoplasms/drug therapy , Esophageal Neoplasms/metabolism , Integrin beta1/metabolism , Animals , Antineoplastic Agents/pharmacology , Apoptosis/drug effects , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/pathology , Cell Adhesion/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Esophageal Neoplasms/genetics , Esophageal Neoplasms/pathology , Esophageal Squamous Cell Carcinoma , Humans , Male , Mice , Mice, Nude , Oxazoles/pharmacology , Random Allocation , Xenograft Model Antitumor Assays
12.
J Proteomics ; 117: 145-55, 2015 Mar 18.
Article in English | MEDLINE | ID: mdl-25659534

ABSTRACT

High-throughput proteomics has successfully identified thousands of proteins as potential therapeutic targets during investigations into mechanisms of drug action. A novel macrolide analog, denoted F806, is a potential antitumor drug. Here, using the quantitative proteomic approach of stable isotope labeling with amino acids in cell culture (SILAC) coupled to high-resolution mass spectrometry (MS), we characterize the F806-regulating protein profiles and identify the potential target molecules or pathways of F806 in esophageal squamous cell carcinoma (ESCC) cells. From a total of 1931 quantified proteins, 181 proteins were found to be down-regulated (FDR p-value<0.1, H/L ratio<0.738), and 119 proteins were up-regulated (FDR p-value<0.1, H/L ratio>1.156). Among the down-regulated proteins, we uncovered the over- and under-represented protein clusters in biological process and molecular function respectively by Gene Ontology analysis. Furthermore, down-regulated and up-regulated proteins were significantly enriched in 37 pathways and 60 sub-pathways by bioinformatic analysis (FDR p-value<0.1), while a down-regulated molecule growth factor receptor-bound protein 2 (GRB2) was a prominent node in fourteen cell proliferation-related sub-pathways. We concluded that GRB2 downregulation would be a potential target of F806 in ESCC cells. BIOLOGICAL SIGNIFICANCE: This study used SILAC-based quantitative proteomics screen to systematically characterize molecular changes induced by a novel macrolide analog F806 in esophageal squamous cell carcinoma (ESCC) cells. Followed by bioinformatic analyses, signal pathway networks generated from the quantified proteins, would facilitate future investigation into the further mechanisms of F806 in ESCC cells. Notably, it provided information that growth factor receptor-bound protein 2 (GRB2) would be a prominent node in the F806-targeted cell proliferation network.


Subject(s)
Carcinoma, Squamous Cell/metabolism , Cell Proliferation/drug effects , Down-Regulation/drug effects , Esophageal Neoplasms/metabolism , GRB2 Adaptor Protein/metabolism , Macrolides/pharmacology , Neoplasm Proteins/metabolism , Carcinoma, Squamous Cell/drug therapy , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/pathology , Cell Line , Cell Line, Tumor , Cell Proliferation/genetics , Esophageal Neoplasms/drug therapy , Esophageal Neoplasms/genetics , Esophageal Neoplasms/pathology , GRB2 Adaptor Protein/genetics , Humans , Neoplasm Proteins/genetics , Proteomics
13.
ScientificWorldJournal ; 2014: 431792, 2014.
Article in English | MEDLINE | ID: mdl-25254241

ABSTRACT

LOXL2 (lysyl oxidase-like 2), an enzyme that catalyzes oxidative deamination of lysine residue, is upregulated in esophageal squamous cell carcinoma (ESCC). A LOXL2 splice variant LOXL2-e13 and its wild type were overexpressed in ESCC cells followed by microarray analyses. In this study, we explored the potential role and molecular mechanism of LOXL2-e13 based on known protein-protein interactions (PPIs), following microarray analysis of KYSE150 ESCC cells overexpressing a LOXL2 splice variant, denoted by LOXL2-e13, or its wild-type counterpart. The differentially expressed genes (DEGs) of LOXL2-WT and LOXL2-e13 were applied to generate individual PPI subnetworks in which hundreds of DEGs interacted with thousands of other proteins. These two DEG groups were annotated by Functional Annotation Chart analysis in the DAVID bioinformatics database and compared. These results found many specific annotations indicating the potential specific role or mechanism for LOXL2-e13. The DEGs of LOXL2-e13, comparing to its wild type, were prioritized by the Random Walk with Restart algorithm. Several tumor-related genes such as ERO1L, ITGA3, and MAPK8 were found closest to LOXL2-e13. These results provide helpful information for subsequent experimental identification of the specific biological roles and molecular mechanisms of LOXL2-e13. Our study also provides a work flow to identify potential roles of splice variants with large scale data.


Subject(s)
Alternative Splicing , Amino Acid Oxidoreductases/genetics , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Algorithms , Amino Acid Oxidoreductases/metabolism , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/metabolism , Carcinoma, Squamous Cell/pathology , Cell Line, Tumor , Esophageal Neoplasms/genetics , Esophageal Neoplasms/metabolism , Esophageal Neoplasms/pathology , Gene Regulatory Networks/genetics , Humans , Isoenzymes/genetics , Isoenzymes/metabolism , Models, Genetic , Protein Interaction Mapping , Protein Interaction Maps/genetics
14.
Asian Pac J Cancer Prev ; 15(16): 6899-904, 2014.
Article in English | MEDLINE | ID: mdl-25169543

ABSTRACT

NGAL (neutrophil gelatinase-associated lipocalin) is a novel cancer-related protein involves multiple functions in many cancers and other diseases. We previously overexpressed NGAL to analyze its role in esophageal squamous cell carcinoma (ESCC). In this study, a protein-protein interaction (PPI) was constructed and the shortest paths from NGAL to transcription factors in the network were analyzed. We found 28 shortest paths from NGAL to RELA, most of them obeying the principle of extracellular to cytoplasm, then nucleus. These shortest paths were also prioritized according to their normalized intensity from the microarray by the order of interaction cascades. A systems approach was developed in this study by linking differentially expressed genes with publicly available PPI data, Gene Ontology and subcellular localizaton for the integrated analyses. These shortest paths from NGAL to DEG transcription factors or other transcription factors in the PPI network provide important clues for future experimental identification of new pathways.


Subject(s)
Acute-Phase Proteins/genetics , Carcinoma, Squamous Cell/pathology , Esophageal Neoplasms/pathology , Lipocalins/genetics , Protein Interaction Maps/genetics , Proto-Oncogene Proteins/genetics , Transcription Factors/genetics , Acute-Phase Proteins/biosynthesis , Acute-Phase Proteins/metabolism , Cell Line, Tumor , Esophageal Squamous Cell Carcinoma , Humans , Lipocalin-2 , Lipocalins/biosynthesis , Lipocalins/metabolism , Proto-Oncogene Proteins/biosynthesis , Proto-Oncogene Proteins/metabolism , RNA, Messenger/biosynthesis
15.
Mol Med Rep ; 10(4): 1800-12, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25109818

ABSTRACT

Neutrophil gelatinase-associated lipocalin (NGAL) is a member of the lipocalin superfamily; dysregulated expression of NGAL has been observed in several benign and malignant diseases. In the present study, differentially expressed genes, in comparison with those of control cells, in the mRNA expression profile of EC109 esophageal squamous cell carcinoma (ESCC) cells following NGAL overexpression were analyzed by multiple bioinformatic tools for a comprehensive understanding. A total of 29 gene ontology (GO) terms associated with immune function, chromatin structure and gene transcription were identified among the differentially expressed genes (DEGs) in NGAL overexpressing cells. In addition to the detected GO categories, the results from the functional annotation chart revealed that the differentially expressed genes were also associated with 101 functional annotation category terms. A total of 59 subpathways associated locally with the differentially expressed genes were identified by subpathway analysis, a markedly greater total that detected by traditional pathway enrichment analysis only. Promoter analysis indicated that the potential transcription factors Snail, deltaEF1, Mycn, Arnt, MNB1A, PBF, E74A, Ubx, SPI1 and GATA2 were unique to the downregulated DEG promoters, while bZIP910, ZNF42 and SOX9 were unique for the upregulated DEG promoters. In conclusion, the understanding of the role of NGAL overexpression in ESCC has been improved through the present bioinformatic analysis.


Subject(s)
Acute-Phase Proteins/metabolism , Computational Biology , Lipocalins/metabolism , Proto-Oncogene Proteins/metabolism , Acute-Phase Proteins/genetics , Carcinoma, Squamous Cell/metabolism , Carcinoma, Squamous Cell/pathology , Down-Regulation , Esophageal Neoplasms/metabolism , Esophageal Neoplasms/pathology , Esophageal Squamous Cell Carcinoma , Humans , Lipocalin-2 , Lipocalins/genetics , Promoter Regions, Genetic , Proto-Oncogene Proteins/genetics , RNA, Messenger/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism , Up-Regulation
16.
Asian Pac J Cancer Prev ; 15(5): 2345-51, 2014.
Article in English | MEDLINE | ID: mdl-24716982

ABSTRACT

Lysyl oxidase-like 2 (LOXL2), a member of the lysyl oxidase (LOX) family, is a copper-dependent enzyme that catalyzes oxidative deamination of lysine residues on protein substrates. LOXL2 was found to be overexpressed in esophageal squamous cell carcinoma (ESCC) in our previous research. We later identified a LOXL2 splicing variant LOXL2-delta72 and we overexpressed LOXL2-delta72 and its wild type counterpart in ESCC cells following microarray analyses. First, the differentially expressed genes (DEGs) of LOXL2 and LOXL2-delta72 compared to empty plasmid were applied to generate protein-protein interaction (PPI) sub-networks. Comparison of these two sub-networks showed hundreds of different proteins. To reveal the potential specific roles of LOXL2- delta72 compared to its wild type, the DEGs of LOXL2-delta72 vs LOXL2 were also applied to construct a PPI sub-network which was annotated by Gene Ontology. The functional annotation map indicated the third PPI sub-network involved hundreds of GO terms, such as "cell cycle arrest", "G1/S transition of mitotic cell cycle", "interphase", "cell-matrix adhesion" and "cell-substrate adhesion", as well as significant "immunity" related terms, such as "innate immune response", "regulation of defense response" and "Toll signaling pathway". These results provide important clues for experimental identification of the specific biological roles and molecular mechanisms of LOXL2-delta72. This study also provided a work flow to test the different roles of a splicing variant with high-throughput data.


Subject(s)
Amino Acid Oxidoreductases/genetics , Carcinoma, Squamous Cell/genetics , Esophageal Neoplasms/genetics , Protein Interaction Maps/genetics , Cell Adhesion/genetics , Cell Line, Tumor , Esophageal Squamous Cell Carcinoma , G1 Phase Cell Cycle Checkpoints/genetics , Humans , Immunity, Innate/genetics , Mitosis/genetics , Toll-Like Receptors/genetics
17.
Carcinogenesis ; 35(2): 292-301, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24064224

ABSTRACT

To further our understanding of the pathobiology of esophageal squamous cell carcinoma (ESCC), we previously performed microRNA profiling that revealed downregulation of miR-200b in ESCC. Using quantitative real-time PCR applied to 88 patient samples, we confirmed that ESCC tumors expressed significantly lower levels of miR-200b compared with the respective adjacent benign tissues (P = 0.003). Importantly, downregulation of miR-200b significantly correlated with shortened survival (P = 0.025), lymph node metastasis (P = 0.002) and advanced clinical stage (P = 0.020) in ESCC patients. Quantitative mass spectrometry identified 57 putative miR-200b targets, including Kindlin-2, previously implicated in the regulation of tumor invasiveness and actin cytoskeleton in other cell types. Enforced expression of miR-200b mimic in ESCC cells led to a decrease of Kindlin-2 expression, whereas transfection of miR-200b inhibitor induced Kindlin-2 expression. Furthermore, transfection of miR-200b mimic or knockdown of Kindlin-2 in ESCC cells decreased cell protrusion and focal adhesion (FA) formation, reduced cell spreading and invasiveness/migration. Enforced expression of Kindlin-2 largely abrogated the inhibitory effects of miR-200b on ESCC cell invasiveness. Mechanistic studies revealed that Rho-family guanosine triphosphatases and FA kinase mediated the biological effects of the miR-200b-Kindlin-2 axis in ESCC cells. To conclude, loss of miR-200b, a frequent biochemical defect in ESCC, correlates with aggressive clinical features. The tumor suppressor effects of miR-200b may be due to its suppression of Kindlin-2, a novel target of miR-200b that modulates actin cytoskeleton, FA formation and the migratory/invasiveness properties of ESCC.


Subject(s)
Carcinoma, Squamous Cell/pathology , Cytoskeleton/metabolism , Esophageal Neoplasms/pathology , Focal Adhesions/physiology , Membrane Proteins/genetics , MicroRNAs/genetics , Neoplasm Proteins/genetics , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/mortality , Cell Adhesion/physiology , Cell Movement/physiology , Cell Proliferation , Esophageal Neoplasms/genetics , Esophageal Neoplasms/mortality , Female , Humans , Lymphatic Metastasis , Male , Middle Aged , Mutagenesis, Site-Directed , Mutation/genetics , Neoplasm Invasiveness , Phosphorylation , Prognosis , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Survival Rate , Tumor Cells, Cultured
18.
J Pathol ; 231(2): 257-70, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23836524

ABSTRACT

In contrast to the well-recognized loss of adherens junctions in cancer progression, the role of desmosomal components in cancer development has not been well explored. We previously demonstrated that desmocollin-2 (DSC2), a desmosomal cadherin protein, is reduced in oesophageal squamous cell carcinoma (ESCC), and is associated with enhanced tumour metastasis and poor prognosis. Here, we report that restoration of DSC2 in ESCC cells impeded cell migration and invasion both in vitro and in vivo, whereas siRNA-mediated suppression of DSC2 expression increased cell motility. In E-cadherin-expressing ESCC cells, DSC2 restoration strengthened E-cadherin-mediated adherens junctions and promoted the localization of ß-catenin at these junctions, which indirectly inhibited ß-catenin-dependent transcription. These effects of DSC2 were not present in EC109 cells that lacked E-cadherin expression. ESCC patients with tumours that had reduced E-cadherin and negative DSC2 had poorer clinical outcomes than patients with tumours that lacked either E-cadherin or DSC2, implying that the invasive potential of ESCC cells was restricted by both DSC2 and E-cadherin-dependent junctions. Further studies revealed that DSC2 was a downstream target of miR-25. Enhanced miR-25 promoted ESCC cell invasiveness, whereas restoration of DSC2 abolished these effects. Collectively, our work suggests that miR-25-mediated down-regulation of DSC2 promotes ESCC cell aggressiveness through redistributing adherens junctions and activating beta-catenin signalling.


Subject(s)
Carcinoma, Squamous Cell/metabolism , Desmocollins/metabolism , Esophageal Neoplasms/metabolism , MicroRNAs/metabolism , Neoplasm Invasiveness/genetics , Signal Transduction/physiology , beta Catenin/metabolism , Adherens Junctions/genetics , Adherens Junctions/metabolism , Adherens Junctions/pathology , Adult , Aged , Animals , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/pathology , Cell Line, Tumor , Desmocollins/genetics , Down-Regulation , Esophageal Neoplasms/genetics , Esophageal Neoplasms/pathology , Esophageal Squamous Cell Carcinoma , Female , Gene Expression Regulation, Neoplastic/genetics , Humans , Male , Mice , Mice, Nude , MicroRNAs/genetics , Middle Aged , Neoplasm Invasiveness/pathology , Transfection , Transplantation, Heterologous
19.
Asian Pac J Cancer Prev ; 14(12): 7221-7, 2013.
Article in English | MEDLINE | ID: mdl-24460279

ABSTRACT

BACKGROUND: Fascin, an actin-bundling protein forming actin bundles including filopodia and stress fibers, is overexpressed in multiple human epithelial cancers including esophageal squamous cell carcinoma (ESCC). Previously we conducted a microarray experiment to analyze fascin knockdown by RNAi in ESCC. METHOD: In this study, the differentially expressed genes from mRNA expression profilomg of fascin knockdown were analyzed by multiple bioinformatics methods for a comprehensive understanding of the role of fascin. RESULTS: Gene Ontology enrichment found terms associated with cytoskeleton organization, including cell adhesion, actin filament binding and actin cytoskeleton, which might be related to fascin function. Except GO categories, the differentially expressed genes were annotated by 45 functional categories from the Functional Annotation Chart of DAVID. Subpathway analysis showed thirty-nine pathways were disturbed by the differentially expressed genes, providing more detailed information than traditional pathway enrichment analysis. Two subpathways derivated from regulation of the actin cytoskeleton were shown. Promoter analysis results indicated distinguishing sequence patterns and transcription factors in response to the co-expression of downregulated or upregulated differentially expressed genes. MNB1A, c-ETS, GATA2 and Prrx2 potentially regulate the transcription of the downregulated gene set, while Arnt-Ahr, ZNF42, Ubx and TCF11-MafG might co-regulate the upregulated genes. CONCLUSIONS: This multiple bioinformatic analysis helps provide a comprehensive understanding of the roles of fascin after its knockdown in ESCC.


Subject(s)
Biomarkers, Tumor/genetics , Carrier Proteins/antagonists & inhibitors , Computational Biology , Esophageal Neoplasms/genetics , Gene Expression Profiling , Microfilament Proteins/antagonists & inhibitors , RNA, Messenger/genetics , RNA, Small Interfering/genetics , Carcinoma, Squamous Cell/genetics , Carrier Proteins/genetics , Gene Expression Regulation, Neoplastic , Humans , Microfilament Proteins/genetics , Oligonucleotide Array Sequence Analysis , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction
20.
Oncol Lett ; 4(5): 919-924, 2012 Nov.
Article in English | MEDLINE | ID: mdl-23162623

ABSTRACT

Neutrophil gelatinase-associated lipocalin (NGAL), a member of the lipocalin family, has been found to be overexpressed in a variety of tumors, including lung adenocarcinomas. However, the mechanism by which NGAL expression is regulated in lung carcinoma needs further evaluation. In this study, immunohistochemistry was employed to analyze the expression of NGAL in lung carcinoma tissue samples, including lung squamous carcinomas, adenocarcinomas, adenosquamous carcinomas and bronchial alveolar cell carcinomas. The results showed that NGAL was expressed in 82.61% (19/23) of the samples. RT-PCR and immunofluorescent staining showed that NGAL was localized to the cytoplasm in lung carcinoma cell lines. To explore the transcriptional regulation mechanism of NGAL basal expression in lung carcinoma, a 1515-bp fragment (-1431 to +84) of the NGAL promoter region was cloned and a series of deletion and mutation constructs were generated. These constructs were analyzed using the luciferase reporter assay. The results indicated that the cis-acting elements important for the basal activity of NGAL transcription were likely located between -152 and -141. Further analysis using site-directed mutagenesis and the luciferase reporter assay suggested that the C/EBP binding sites were responsible for the activity of the NGAL promoter. Finally, the binding ability and specificity of the transcription factors were determined by electrophoretic mobility-shift assay (EMSA). The results showed that C/EBPß was able to bind to the -152 and -141 segments. Taken together, these findings suggest that NGAL is expressed in lung carcinomas and that NGAL expression is mediated by the binding of C/EBPß to the -152 and -141 segment of the NGAL promoter.

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