Transcriptome analysis of peripheral whole blood identifies crucial lncRNAs implicated in childhood asthma
Abstract Background Asthma is a chronic disorder of both adults and children affecting more than 300 million people heath worldwide. Diagnose and treatment for asthma, particularly in childhood asthma have always remained a great challenge because of its complex pathogenesis and multiple triggers, s...
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doaj-e1830a2ecdcd4fa1a340ef078fdc98ea2021-04-02T13:04:57ZengBMCBMC Medical Genomics1755-87942020-09-0113111810.1186/s12920-020-00785-yTranscriptome analysis of peripheral whole blood identifies crucial lncRNAs implicated in childhood asthmaPeiyan Zheng0Chen Huang1Dongliang Leng2Baoqing Sun3Xiaohua Douglas Zhang4Department of Allergy and Clinical Immunology, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical UniversityCRDA, Faculty of Health Sciences, University of MacauCRDA, Faculty of Health Sciences, University of MacauDepartment of Allergy and Clinical Immunology, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical UniversityCRDA, Faculty of Health Sciences, University of MacauAbstract Background Asthma is a chronic disorder of both adults and children affecting more than 300 million people heath worldwide. Diagnose and treatment for asthma, particularly in childhood asthma have always remained a great challenge because of its complex pathogenesis and multiple triggers, such as allergen, viral infection, tobacco smoke, dust, etc. It is thereby great significant to deeply investigate the transcriptome changes in asthmatic children before and after desensitization treatment, in order that we could identify potential and key mRNAs and lncRNAs which might be considered as useful RNA molecules for observing and supervising desensitization therapy for asthma, which might guide the diagnose and therapy in childhood asthma. Methods In the present study, we performed a systematic transcriptome analysis based on the deep RNA sequencing of ten asthmatic children before and after desensitization treatment, including identification of lncRNAs using a stringent filtering pipeline, differential expression analysis and network analysis, etc. Results First, a large number of lncRNAs were identified and characterized. Then differential expression analysis revealed 39 mRNAs and 15 lncRNAs significantly differentially expressed which involved in two biological processes and pathways. A co-expressed network analysis figured out a desensitization-treatment-related module which contains 27 mRNAs and 21 lncRNAs using WGCNA R package. Module analysis disclosed 17 genes associated to asthma at distinct level. Subsequent network analysis based on PCC figured out several key lncRNAs probably interacted to those key asthma-related genes, i.e., LINC02145, GUSBP2. Our functional investigation indicated that their functions might involve in immune, inflammatory response and apoptosis process. Conclusions Our study successfully discovered many key noncoding RNA molecules related to pathogenesis of asthma and relevant treatment, which may provide some clues for asthmatic diagnose and therapy in future.http://link.springer.com/article/10.1186/s12920-020-00785-yChildhood asthmaDeep RNA-sequencingTranscriptomeLong non-coding RNAs |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Peiyan Zheng Chen Huang Dongliang Leng Baoqing Sun Xiaohua Douglas Zhang |
spellingShingle |
Peiyan Zheng Chen Huang Dongliang Leng Baoqing Sun Xiaohua Douglas Zhang Transcriptome analysis of peripheral whole blood identifies crucial lncRNAs implicated in childhood asthma BMC Medical Genomics Childhood asthma Deep RNA-sequencing Transcriptome Long non-coding RNAs |
author_facet |
Peiyan Zheng Chen Huang Dongliang Leng Baoqing Sun Xiaohua Douglas Zhang |
author_sort |
Peiyan Zheng |
title |
Transcriptome analysis of peripheral whole blood identifies crucial lncRNAs implicated in childhood asthma |
title_short |
Transcriptome analysis of peripheral whole blood identifies crucial lncRNAs implicated in childhood asthma |
title_full |
Transcriptome analysis of peripheral whole blood identifies crucial lncRNAs implicated in childhood asthma |
title_fullStr |
Transcriptome analysis of peripheral whole blood identifies crucial lncRNAs implicated in childhood asthma |
title_full_unstemmed |
Transcriptome analysis of peripheral whole blood identifies crucial lncRNAs implicated in childhood asthma |
title_sort |
transcriptome analysis of peripheral whole blood identifies crucial lncrnas implicated in childhood asthma |
publisher |
BMC |
series |
BMC Medical Genomics |
issn |
1755-8794 |
publishDate |
2020-09-01 |
description |
Abstract Background Asthma is a chronic disorder of both adults and children affecting more than 300 million people heath worldwide. Diagnose and treatment for asthma, particularly in childhood asthma have always remained a great challenge because of its complex pathogenesis and multiple triggers, such as allergen, viral infection, tobacco smoke, dust, etc. It is thereby great significant to deeply investigate the transcriptome changes in asthmatic children before and after desensitization treatment, in order that we could identify potential and key mRNAs and lncRNAs which might be considered as useful RNA molecules for observing and supervising desensitization therapy for asthma, which might guide the diagnose and therapy in childhood asthma. Methods In the present study, we performed a systematic transcriptome analysis based on the deep RNA sequencing of ten asthmatic children before and after desensitization treatment, including identification of lncRNAs using a stringent filtering pipeline, differential expression analysis and network analysis, etc. Results First, a large number of lncRNAs were identified and characterized. Then differential expression analysis revealed 39 mRNAs and 15 lncRNAs significantly differentially expressed which involved in two biological processes and pathways. A co-expressed network analysis figured out a desensitization-treatment-related module which contains 27 mRNAs and 21 lncRNAs using WGCNA R package. Module analysis disclosed 17 genes associated to asthma at distinct level. Subsequent network analysis based on PCC figured out several key lncRNAs probably interacted to those key asthma-related genes, i.e., LINC02145, GUSBP2. Our functional investigation indicated that their functions might involve in immune, inflammatory response and apoptosis process. Conclusions Our study successfully discovered many key noncoding RNA molecules related to pathogenesis of asthma and relevant treatment, which may provide some clues for asthmatic diagnose and therapy in future. |
topic |
Childhood asthma Deep RNA-sequencing Transcriptome Long non-coding RNAs |
url |
http://link.springer.com/article/10.1186/s12920-020-00785-y |
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