Title of article :
Diagnosis and Treatment B non-Hodgkin Lymphoma with System Biology Approaches
Author/Authors :
Salari ، Ali Young Researcher and Elite Club - Islamic Azad University, Borujerd Branch , Zanganeh ، Zahra Department of Basic Science, Biology group - Islamic Azad University, Hamedan branch , Ebrahimi ، Mansour Department of Biology - School of Basic Sciences and Bioinformatics Research Group - University of Qom
Abstract :
Lymphomas are solid tumors of immune system and NonHodgkin Lymphomas (NHL) is the most prevalent lymphomas; with wide ranges of histological and clinical features, it is so difficult to identify them. Herein, various bioinformatics tools (such as gene differential expressions, epigenetics and protein analysis) employed to find new treatment approach for NHL based on gene expression variation between classic Hodgkin and B NHL. Microarray libraries GSE20011 downloaded from NCBI database and analyzed with GEO2R software, then differential expression genes analyzed by four databases (DAVID, Wikipathways, BioCarta and KEGG databases). Kinase, transcription factor, microRNA analysis and proteinprotein interaction network performed by X2K ,ChEA, microRNA TargetScan and Genes2Networks software respectively. Finally, drug target identified and carried out by Drug Pair Seeker and Connectivity MAP databases. The results showed GATA2 Transcription Factor (TF) upregulates genes while Sox2 downregulates them. Functional analysis of upregulated genes showed highly activation in B cell receptor signaling pathway while programmed cell death and apoptosis program noted in downregulated genes. Drug discovery facilities revealed that Verteporfin drug induces downregulated genes while Prochlorperazine represses upregulated genes. Three microRNA34a\34c and miR-449 repressed upregulated gene networks. The finding paves the roads toward BNHL therapy with 34a/b and miR-449 microRNAs and Prochlorperazine / Verteporfin drugs.
Keywords :
B non , Hodgkin lymphoma , Enrichment analysis , System Biology
Journal title :
Research in Molecular Medicine
Journal title :
Research in Molecular Medicine