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3.
Bioinformatics ; 32(2): 161-4, 2016 Jan 15.
Article in English | MEDLINE | ID: mdl-26395772

ABSTRACT

MOTIVATION: Aptamers are synthetic nucleic acid molecules that can bind biological targets in virtue of both their sequence and three-dimensional structure. Aptamers are selected using SELEX, Systematic Evolution of Ligands by EXponential enrichment, a technique that exploits aptamer-target binding affinity. The SELEX procedure, coupled with high-throughput sequencing (HT-SELEX), creates billions of random sequences capable of binding different epitopes on specific targets. Since this technique produces enormous amounts of data, computational analysis represents a critical step to screen and select the most biologically relevant sequences. RESULTS: Here, we present APTANI, a computational tool to identify target-specific aptamers from HT-SELEX data and secondary structure information. APTANI builds on AptaMotif algorithm, originally implemented to analyze SELEX data; extends the applicability of AptaMotif to HT-SELEX data and introduces new functionalities, as the possibility to identify binding motifs, to cluster aptamer families or to compare output results from different HT-SELEX cycles. Tabular and graphical representations facilitate the downstream biological interpretation of results. AVAILABILITY AND IMPLEMENTATION: APTANI is available at http://aptani.unimore.it. CONTACT: silvio.bicciato@unimore.it SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Aptamers, Nucleotide/chemistry , High-Throughput Nucleotide Sequencing , SELEX Aptamer Technique/methods , Software , Algorithms , Nucleotide Motifs
4.
Oncogene ; 33(6): 702-12, 2014 Feb 06.
Article in English | MEDLINE | ID: mdl-23416980

ABSTRACT

MicroRNAs (miRNAs) have important roles in the initiation and progression of human cancer, but their role in head and neck cancer development and progression is not well defined. We aimed to determine whether specific miRNAs and their target mRNAs contribute to head and neck cancer pathogenesis and progression. To identify miRNAs associated with head and neck squamous cell carcinomas (HNSCCs), we analyzed HNSCC cell lines, normal head and neck tissues and normal keratinocytes by miRNA profiling; a group of differentially expressed miRNAs was identified, which includes miR-125b. Decreased expression of miR-125b is known to occur in epithelial cancers and many target mRNAs for this miR have been reported. We found decreased expression of miR-125b-1 and hypermethylation of its promoter in HNSCC compared with its non-malignant counterpart. The TACSTD2 (also known as TROP2) gene was identified and validated as a direct target of miR-125b-1. Abnormal expression of TACSTD2 cell-surface glycoprotein has been reported in most epithelial tumors, and the overexpressions of this mRNA and protein product has been considered a useful tumor marker. We report that miR-125b-1 causes mitogen-activated protein kinase pathway dysfunction through regulation of TACSTD2 expression. Thus, loss of miR-125b-1 may have a key role in the pathogenesis and progression of squamous cell carcinomas of head and neck and possibly of other tumors.


Subject(s)
Antigens, Neoplasm/genetics , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/metabolism , Cell Adhesion Molecules/genetics , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/metabolism , MAP Kinase Signaling System/genetics , MicroRNAs/genetics , Antigens, Neoplasm/biosynthesis , Antigens, Neoplasm/metabolism , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Carcinoma, Squamous Cell/pathology , Cell Adhesion Molecules/biosynthesis , Cell Adhesion Molecules/metabolism , Cell Line, Tumor , Down-Regulation , Gene Expression Regulation, Neoplastic , HEK293 Cells , Head and Neck Neoplasms/pathology , Humans , MicroRNAs/metabolism , Mitogen-Activated Protein Kinases/genetics , Mitogen-Activated Protein Kinases/metabolism , Neoplasm Invasiveness , Squamous Cell Carcinoma of Head and Neck , Up-Regulation
5.
Oncogene ; 31(42): 4550-8, 2012 Oct 18.
Article in English | MEDLINE | ID: mdl-22179833

ABSTRACT

Chronic inflammation is implicated in the pathogenesis of esophageal squamous cell carcinoma (ESCC). The causes of inflammation in ESCC, however, are undefined. Dietary zinc (Zn)-deficiency (ZD) increases the risk of ESCC. We have previously shown that short-term ZD (6 weeks) in rats induces overexpression of the proinflammatory mediators S100a8 and S100a9 in the esophageal mucosa with accompanying esophageal epithelial hyperplasia. Here we report that prolonged ZD (21 weeks) in rats amplified this inflammation that when combined with non-carcinogenic low doses of the environmental carcinogen, N-nitrosomethylbenzylamine (NMBA) elicited a 66.7% (16/24) incidence of ESCC. With Zn-sufficiency, NMBA produced no cancers (0/21) (P<0.001). At tumor endpoint, the neoplastic ZD esophagus, as compared with Zn-sufficient esophagus, had an inflammatory gene signature with upregulation of numerous cancer-related inflammation genes (CXC and CC chemokines, chemokine receptors, cytokines and Cox-2) in addition to S100a8 and S100a9. This signature was already activated in the earlier dysplastic stage. Additionally, time-course bioinformatics analysis of expression profiles at tumor endpoint and before NMBA exposure revealed that this sustained inflammation was due to ZD rather than carcinogen exposure. Importantly, Zn replenishment reversed this inflammatory signature at both the dysplastic and neoplastic stages of ESCC development, and prevented cancer formation. Thus, the molecular definition of ZD-induced inflammation as a critical factor in ESCC development has important clinical implications with regard to development and prevention of this deadly disease.


Subject(s)
Carcinoma, Squamous Cell/genetics , Esophageal Neoplasms/genetics , Esophagus/metabolism , Inflammation/genetics , Zinc/administration & dosage , Animal Nutritional Physiological Phenomena , Animals , Calgranulin A/genetics , Calgranulin A/metabolism , Calgranulin B/genetics , Calgranulin B/metabolism , Carcinoma, Squamous Cell/etiology , Carcinoma, Squamous Cell/metabolism , Chemokines/genetics , Chemokines/metabolism , Cluster Analysis , Cyclooxygenase 2/genetics , Cyclooxygenase 2/metabolism , Diet , Dimethylnitrosamine/analogs & derivatives , Esophageal Neoplasms/etiology , Esophageal Neoplasms/metabolism , Esophagus/drug effects , Esophagus/pathology , Gene Expression Profiling , Immunohistochemistry , Inflammation/etiology , Inflammation/metabolism , Male , Oligonucleotide Array Sequence Analysis , Rats , Rats, Sprague-Dawley , Receptors, Chemokine/genetics , Receptors, Chemokine/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Weaning , Zinc/deficiency
6.
Oncogene ; 27(27): 3845-55, 2008 Jun 19.
Article in English | MEDLINE | ID: mdl-18246122

ABSTRACT

To define novel pathways that regulate susceptibility to tumor necrosis factor (TNF)-related apoptosis-inducing ligand (TRAIL) in non-small cell lung cancer (NSCLC), we have performed genome-wide expression profiling of microRNAs (miRs). We show that in TRAIL-resistant NSCLC cells, levels of different miRs are increased, and in particular, miR-221 and -222. We demonstrate that these miRs impair TRAIL-dependent apoptosis by inhibiting the expression of key functional proteins. Indeed, transfection with anti-miR-221 and -222 rendered CALU-1-resistant cells sensitive to TRAIL. Conversely, H460-sensitive cells treated with -221 and -222 pre-miRs become resistant to TRAIL. miR-221 and -222 target the 3'-UTR of Kit and p27(kip1) mRNAs, but interfere with TRAIL signaling mainly through p27(kip1). In conclusion, we show that high expression levels of miR-221 and -222 are needed to maintain the TRAIL-resistant phenotype, thus making these miRs as promising therapeutic targets or diagnostic tool for TRAIL resistance in NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Lung Neoplasms/genetics , MicroRNAs/genetics , TNF-Related Apoptosis-Inducing Ligand/antagonists & inhibitors , Apoptosis/drug effects , Calcium-Binding Proteins/antagonists & inhibitors , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Humans , Lung Neoplasms/pathology , Receptors, TNF-Related Apoptosis-Inducing Ligand/genetics , Receptors, Tumor Necrosis Factor/genetics , TNF-Related Apoptosis-Inducing Ligand/toxicity , Up-Regulation
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