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Molecular Mechanisms of Mild and Severe Pneumonia: Insights from RNA Sequencing

BACKGROUND: This study aimed to uncover the molecular mechanisms underlying mild and severe pneumonia by use of mRNA sequencing (RNA-seq). MATERIAL/METHODS: RNA was extracted from the peripheral blood of patients with mild pneumonia, severe pneumonia, and healthy controls. Sequencing was performed o...

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Autores principales: Huang, Sai, Feng, Cong, Chen, Li, Huang, Zhi, Zhou, Xuan, Li, Bei, Wang, Li-li, Chen, Wei, Lv, Fa-qin, Li, Tan-shi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: International Scientific Literature, Inc. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5390720/
https://www.ncbi.nlm.nih.gov/pubmed/28381820
http://dx.doi.org/10.12659/MSM.900782
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author Huang, Sai
Feng, Cong
Chen, Li
Huang, Zhi
Zhou, Xuan
Li, Bei
Wang, Li-li
Chen, Wei
Lv, Fa-qin
Li, Tan-shi
author_facet Huang, Sai
Feng, Cong
Chen, Li
Huang, Zhi
Zhou, Xuan
Li, Bei
Wang, Li-li
Chen, Wei
Lv, Fa-qin
Li, Tan-shi
author_sort Huang, Sai
collection PubMed
description BACKGROUND: This study aimed to uncover the molecular mechanisms underlying mild and severe pneumonia by use of mRNA sequencing (RNA-seq). MATERIAL/METHODS: RNA was extracted from the peripheral blood of patients with mild pneumonia, severe pneumonia, and healthy controls. Sequencing was performed on the HiSeq4000 platform. After filtering, clean reads were mapped to the human reference genome hg19. Differentially expressed genes (DEGs) were identified between the control group and the mild or severe group. A transcription factor-gene network was constructed for each group. Biological process (BP) terms enriched by DEGs in the network were analyzed and these genes were also mapped to the Connectivity map to search for small-molecule drugs. RESULTS: A total of 199 and 560 DEGs were identified from the mild group and severe group, respectively. A transcription factor-gene network consisting of 215 nodes and another network consisting of 451 nodes were constructed in the mild group and severe group, respectively, and 54 DEGs (e.g., S100A9 and S100A12) were found to be common, with consistent differential expression changes in the 2 groups. Genes in the transcription factor-gene network for the mild group were mainly enriched in 13 BP terms, especially defense and inflammatory response (e.g., S100A8) and spermatogenesis, while the top BP terms enriched by genes in the severe group include response to oxidative stress (CCL5), wound healing, and regulation of cell differentiation (CCL5), and of the cellular protein metabolic process. CONCLUSIONS: S100A9 and S100A12 may have a role in the pathogenesis of pneumonia: S100A9 and CXCL1 may contribute solely in mild pneumonia, and CCL5 and CXCL11 may contribute in severe pneumonia.
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spelling pubmed-53907202017-04-17 Molecular Mechanisms of Mild and Severe Pneumonia: Insights from RNA Sequencing Huang, Sai Feng, Cong Chen, Li Huang, Zhi Zhou, Xuan Li, Bei Wang, Li-li Chen, Wei Lv, Fa-qin Li, Tan-shi Med Sci Monit Molecular Biology BACKGROUND: This study aimed to uncover the molecular mechanisms underlying mild and severe pneumonia by use of mRNA sequencing (RNA-seq). MATERIAL/METHODS: RNA was extracted from the peripheral blood of patients with mild pneumonia, severe pneumonia, and healthy controls. Sequencing was performed on the HiSeq4000 platform. After filtering, clean reads were mapped to the human reference genome hg19. Differentially expressed genes (DEGs) were identified between the control group and the mild or severe group. A transcription factor-gene network was constructed for each group. Biological process (BP) terms enriched by DEGs in the network were analyzed and these genes were also mapped to the Connectivity map to search for small-molecule drugs. RESULTS: A total of 199 and 560 DEGs were identified from the mild group and severe group, respectively. A transcription factor-gene network consisting of 215 nodes and another network consisting of 451 nodes were constructed in the mild group and severe group, respectively, and 54 DEGs (e.g., S100A9 and S100A12) were found to be common, with consistent differential expression changes in the 2 groups. Genes in the transcription factor-gene network for the mild group were mainly enriched in 13 BP terms, especially defense and inflammatory response (e.g., S100A8) and spermatogenesis, while the top BP terms enriched by genes in the severe group include response to oxidative stress (CCL5), wound healing, and regulation of cell differentiation (CCL5), and of the cellular protein metabolic process. CONCLUSIONS: S100A9 and S100A12 may have a role in the pathogenesis of pneumonia: S100A9 and CXCL1 may contribute solely in mild pneumonia, and CCL5 and CXCL11 may contribute in severe pneumonia. International Scientific Literature, Inc. 2017-04-06 /pmc/articles/PMC5390720/ /pubmed/28381820 http://dx.doi.org/10.12659/MSM.900782 Text en © Med Sci Monit, 2017 This work is licensed under Creative Common Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)
spellingShingle Molecular Biology
Huang, Sai
Feng, Cong
Chen, Li
Huang, Zhi
Zhou, Xuan
Li, Bei
Wang, Li-li
Chen, Wei
Lv, Fa-qin
Li, Tan-shi
Molecular Mechanisms of Mild and Severe Pneumonia: Insights from RNA Sequencing
title Molecular Mechanisms of Mild and Severe Pneumonia: Insights from RNA Sequencing
title_full Molecular Mechanisms of Mild and Severe Pneumonia: Insights from RNA Sequencing
title_fullStr Molecular Mechanisms of Mild and Severe Pneumonia: Insights from RNA Sequencing
title_full_unstemmed Molecular Mechanisms of Mild and Severe Pneumonia: Insights from RNA Sequencing
title_short Molecular Mechanisms of Mild and Severe Pneumonia: Insights from RNA Sequencing
title_sort molecular mechanisms of mild and severe pneumonia: insights from rna sequencing
topic Molecular Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5390720/
https://www.ncbi.nlm.nih.gov/pubmed/28381820
http://dx.doi.org/10.12659/MSM.900782
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