Diagnosis and Treatment B non-Hodgkin Lymphoma with System Biology Approaches

Lymphomas are solid tumors of immune system and Non-Hodgkin 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 prote...

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Main Authors: Ali Salari, Zahra Zanganeh, Mansour Ebrahimi
Format: Article
Language:English
Published: Mazandaran University of Medical Sciences and Health Services 2016-04-01
Series:Research in Molecular Medicine
Subjects:
Online Access:http://rmm.mazums.ac.ir/browse.php?a_code=A-10-26-30&slc_lang=en&sid=1
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spelling doaj-1da01ba0a3794538b6a891e3190348672020-11-25T03:53:40ZengMazandaran University of Medical Sciences and Health ServicesResearch in Molecular Medicine2322-13482322-133X2016-04-01423643Diagnosis and Treatment B non-Hodgkin Lymphoma with System Biology ApproachesAli Salari0Zahra Zanganeh1Mansour Ebrahimi2 Young Researcher and Elite Club, Borujerd Branch, Islamic Azad University, Borujerd, Iran 2Department of Basic Science, Biology group, Islamic Azad University of Hamedan, Iran Department of Biology, School of Basic Sciences & Bioinformatics Research Group, University of Qom, Qom, Iran Lymphomas are solid tumors of immune system and Non-Hodgkin 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 protein-protein 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) up-regulates genes while Sox2 down-regulates them.  Functional analysis of up-regulated genes showed highly activation in B cell receptor signaling pathway while programmed cell death and apoptosis program noted in down-regulated genes. Drug discovery facilities revealed that Verteporfin drug induces down-regulated genes while Prochlorperazine represses up-regulated genes. Three microRNA34a34c and miR-449 repressed up-regulated gene networks. The finding paves the roads toward B-NHL therapy with 34a/b and miR-449 microRNAs and Prochlorperazine / Verteporfin drugs.http://rmm.mazums.ac.ir/browse.php?a_code=A-10-26-30&slc_lang=en&sid=1B non-Hodgkin lymphoma Enrichment analysis System Biology
collection DOAJ
language English
format Article
sources DOAJ
author Ali Salari
Zahra Zanganeh
Mansour Ebrahimi
spellingShingle Ali Salari
Zahra Zanganeh
Mansour Ebrahimi
Diagnosis and Treatment B non-Hodgkin Lymphoma with System Biology Approaches
Research in Molecular Medicine
B non-Hodgkin lymphoma
Enrichment analysis
System Biology
author_facet Ali Salari
Zahra Zanganeh
Mansour Ebrahimi
author_sort Ali Salari
title Diagnosis and Treatment B non-Hodgkin Lymphoma with System Biology Approaches
title_short Diagnosis and Treatment B non-Hodgkin Lymphoma with System Biology Approaches
title_full Diagnosis and Treatment B non-Hodgkin Lymphoma with System Biology Approaches
title_fullStr Diagnosis and Treatment B non-Hodgkin Lymphoma with System Biology Approaches
title_full_unstemmed Diagnosis and Treatment B non-Hodgkin Lymphoma with System Biology Approaches
title_sort diagnosis and treatment b non-hodgkin lymphoma with system biology approaches
publisher Mazandaran University of Medical Sciences and Health Services
series Research in Molecular Medicine
issn 2322-1348
2322-133X
publishDate 2016-04-01
description Lymphomas are solid tumors of immune system and Non-Hodgkin 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 protein-protein 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) up-regulates genes while Sox2 down-regulates them.  Functional analysis of up-regulated genes showed highly activation in B cell receptor signaling pathway while programmed cell death and apoptosis program noted in down-regulated genes. Drug discovery facilities revealed that Verteporfin drug induces down-regulated genes while Prochlorperazine represses up-regulated genes. Three microRNA34a34c and miR-449 repressed up-regulated gene networks. The finding paves the roads toward B-NHL therapy with 34a/b and miR-449 microRNAs and Prochlorperazine / Verteporfin drugs.
topic B non-Hodgkin lymphoma
Enrichment analysis
System Biology
url http://rmm.mazums.ac.ir/browse.php?a_code=A-10-26-30&slc_lang=en&sid=1
work_keys_str_mv AT alisalari diagnosisandtreatmentbnonhodgkinlymphomawithsystembiologyapproaches
AT zahrazanganeh diagnosisandtreatmentbnonhodgkinlymphomawithsystembiologyapproaches
AT mansourebrahimi diagnosisandtreatmentbnonhodgkinlymphomawithsystembiologyapproaches
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