Literature DB >> 29927717

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

Tania Islam1, Rezanur Rahman1, Esra Gov2, Beste Turanli3,4, Gizem Gulfidan3, Anwarul Haque1, Kazım Yalçın Arga3, Nurul Haque Mollah5.   

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.

Entities:  

Keywords:  bioinformatics; biomarkers; drug repurposing; head and neck squamous cell carcinoma; systems biology

Mesh:

Substances:

Year:  2018        PMID: 29927717     DOI: 10.1089/omi.2018.0048

Source DB:  PubMed          Journal:  OMICS        ISSN: 1536-2310


  13 in total

1.  Construction and Validation of a UPR-Associated Gene Prognostic Model for Head and Neck Squamous Cell Carcinoma.

Authors:  Tao Wang; Lingling Chen; Fuping Xie; Shiqi Lin; Yuhan Lin; Jiamin Chen; Huanhuan Liu; Ye Wu
Journal:  Biomed Res Int       Date:  2022-06-06       Impact factor: 3.246

2.  Clinical and prognostic significance of MYH11 in lung cancer.

Authors:  Meng-Jun Nie; Xiao-Ting Pan; He-Yun Tao; Meng-Jun Xu; Shen-Lin Liu; Wei Sun; Jian Wu; Xi Zou
Journal:  Oncol Lett       Date:  2020-03-27       Impact factor: 2.967

3.  Integrated Bioinformatics Analysis of mRNAs and miRNAs Identified Potential Biomarkers of Oral Squamous Cell Carcinoma.

Authors:  Nasrin Amiri-Dashatan; Mehdi Koushki; Ali Jalilian; Nayeb Ali Ahmadi; Mostafa Rezaei-Tavirani
Journal:  Asian Pac J Cancer Prev       Date:  2020-06-29

4.  Identification and validation of a prognostic signature and combination drug therapy for immunotherapy of head and neck squamous cell carcinoma.

Authors:  Weijie Qiang; Yifei Dai; Xiaoyan Xing; Xiaobo Sun
Journal:  Comput Struct Biotechnol J       Date:  2021-02-09       Impact factor: 7.271

5.  Targeting the tumor stroma: integrative analysis reveal GATA2 and TORYAIP1 as novel prognostic targets in breast and ovarian cancer.

Authors:  Ömer Faruk Erceylan; Ayşe Savaş; Esra Göv
Journal:  Turk J Biol       Date:  2021-04-20

6.  Integrative Multi-Omics Analysis Reveals Candidate Biomarkers for Oral Squamous Cell Carcinoma.

Authors:  Zhengqing Wan; Haofeng Xiong; Xian Tan; Tong Su; Kun Xia; Danling Wang
Journal:  Front Oncol       Date:  2022-01-14       Impact factor: 6.244

Review 7.  Revisiting miRNA Association with Melanoma Recurrence and Metastasis from a Machine Learning Point of View.

Authors:  Aigli Korfiati; Katerina Grafanaki; George C Kyriakopoulos; Ilias Skeparnias; Sophia Georgiou; George Sakellaropoulos; Constantinos Stathopoulos
Journal:  Int J Mol Sci       Date:  2022-01-24       Impact factor: 5.923

8.  Identification of host transcriptome-guided repurposable drugs for SARS-CoV-1 infections and their validation with SARS-CoV-2 infections by using the integrated bioinformatics approaches.

Authors:  Fee Faysal Ahmed; Md Selim Reza; Md Shahin Sarker; Md Samiul Islam; Md Parvez Mosharaf; Sohel Hasan; Md Nurul Haque Mollah
Journal:  PLoS One       Date:  2022-04-07       Impact factor: 3.240

9.  Computational identification of host genomic biomarkers highlighting their functions, pathways and regulators that influence SARS-CoV-2 infections and drug repurposing.

Authors:  Md Parvez Mosharaf; Md Selim Reza; Md Kaderi Kibria; Fee Faysal Ahmed; Md Hadiul Kabir; Sohel Hasan; Md Nurul Haque Mollah
Journal:  Sci Rep       Date:  2022-03-11       Impact factor: 4.379

10.  MicroRNA-1252-5p, regulated by Myb, inhibits invasion and epithelial-mesenchymal transition of pancreatic cancer cells by targeting NEDD9.

Authors:  Yuzheng Xue; Tielong Wu; Yingyue Sheng; Yao Zhong; Benshun Hu; Chuanqing Bao
Journal:  Aging (Albany NY)       Date:  2021-07-27       Impact factor: 5.682

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