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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
International Scientific Literature, Inc.
2017
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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. |
format | Online Article Text |
id | pubmed-5390720 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | International Scientific Literature, Inc. |
record_format | MEDLINE/PubMed |
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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