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Drug Targeting and Biomarkers in Head and Neck Cancers: Insights from Systems Biology Analyses

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dc.contributor.author Islam, Tania
dc.contributor.author Rahman, Md Rezanur
dc.contributor.author Gov, Esra
dc.contributor.author Turanli, Beste
dc.contributor.author Gulfidan, Gizem
dc.contributor.author Haque, Md Anwarul
dc.contributor.author Arga, Kazim Yalcin
dc.contributor.author Mollah, Md Nurul Haque
dc.date.accessioned 2019-11-22T10:47:24Z
dc.date.available 2019-11-22T10:47:24Z
dc.date.issued 2018-06
dc.identifier.citation Islam, T., Rahman, M. R., Gov, E., Turanli, B., Gulfidan, G., Haque, M. A., Arga, K. Y., & Mollah, M. N. H. (2018). Drug Targeting and Biomarkers in Head and Neck Cancers: Insights from Systems Biology Analyses. Omics-a Journal of Integrative Biology, 22(6), 422-436. https://doi.org/10.1089/omi.2018.0048 tr_TR
dc.identifier.issn 1536-2310
dc.identifier.issn 1557-8100
dc.identifier.uri http://openaccess.adanabtu.edu.tr:8080/xmlui/handle/123456789/609
dc.identifier.uri https://doi.org/10.1089/omi.2018.0048
dc.description WOS indeksli yayınlar koleksiyonu. / WOS indexed publications collection.
dc.description.abstract The head and neck squamous cell carcinoma (HNSCC) is one of the most common cancers in the world, but robust biomarkers and diagnostics are still not available. This study provides in-depth insights from systems biology analyses to identify molecular biomarker signatures to inform systematic drug targeting in HNSCC. Gene expression profiles from tumors and normal tissues of 22 patients with histological confirmation of nonmetastatic HNSCC were subjected to integrative analyses with genome-scale biomolecular networks (i.e., protein-protein interaction and transcriptional and post-transcriptional regulatory networks). We aimed to discover molecular signatures at RNA and protein levels, which could serve as potential drug targets for therapeutic innovation in the future. Eleven proteins, 5 transcription factors, and 20 microRNAs (miRNAs) came into prominence as potential drug targets. The differential expression profiles of these reporter biomolecules were cross-validated by independent RNA-Seq and miRNA-Seq datasets, and risk discrimination performance of the reporter biomolecules, BLNK, CCL2, E4F1, FOSL1, ISG15, MMP9, MYCN, MYH11, miR-1252, miR-29b, miR-29c, miR-3610, miR-431, and miR-523, was also evaluated. Using the transcriptome guided drug repositioning tool, geneXpharma, several candidate drugs were repurposed, including antineoplastic agents (e.g., gemcitabine and irinotecan), antidiabetics (e.g., rosiglitazone), dermatological agents (e.g., clocortolone and acitretin), and antipsychotics (e.g., risperidone), and binding affinities of the drugs to their potential targets were assessed using molecular docking analyses. The molecular signatures and repurposed drugs presented in this study warrant further attention for experimental studies since they offer significant potential as biomarkers and candidate therapeutics for precision medicine approaches to clinical management of HNSCC. tr_TR
dc.language.iso en tr_TR
dc.publisher OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY / MARY ANN LIEBERT, INC tr_TR
dc.relation.ispartofseries 2018;Volume: 22 Issue: 6
dc.subject head and neck squamous cell carcinoma tr_TR
dc.subject systems biology
dc.subject bioinformatics
dc.subject drug repurposing
dc.subject biomarkers
dc.subject SQUAMOUS-CELL CARCINOMA
dc.subject GENE-EXPRESSION SIGNATURE
dc.subject MOLECULAR SIGNATURES
dc.subject NETWORK MEDICINE
dc.subject MATRIX-METALLOPROTEINASE-9
dc.subject RECURRENT
dc.subject MICRORNAS
dc.subject ALPHA
dc.subject DIFFERENTIATION
dc.subject BIOINFORMATICS
dc.subject Biotechnology & Applied Microbiology
dc.subject Genetics & Heredity
dc.title Drug Targeting and Biomarkers in Head and Neck Cancers: Insights from Systems Biology Analyses tr_TR
dc.type Article tr_TR


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