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

被引:8
作者
Huang, Sai [1 ,2 ]
Feng, Cong [1 ]
Chen, Li [1 ]
Huang, Zhi [3 ]
Zhou, Xuan [1 ]
Li, Bei [1 ]
Wang, Li-li [1 ]
Chen, Wei [1 ]
Lv, Fa-qin [4 ]
Li, Tan-shi [1 ]
机构
[1] Peoples Liberat Army, Dept Emergency, Gen Hosp, Beijing, Peoples R China
[2] Chinese Peoples Liberat Army PLA, Gen Hosp, Dept Hematol, Beijing, Peoples R China
[3] Purdue Univ, Elect & Comp Engn, Indianapolis, IN USA
[4] Peoples Liberat Army, Gen Hosp, Dept Ultrasound, Beijing, Peoples R China
来源
MEDICAL SCIENCE MONITOR | 2017年 / 23卷
关键词
Genes; vif; Pneumonia; Aspiration; Sequence Analysis; RNA; Small Molecule Libraries; GLYCATION END-PRODUCTS; ACUTE LUNG INJURY; CONNECTIVITY MAP; GENE-EXPRESSION; S100A12; RECEPTOR; DISEASE; BIOMARKERS; MIGRATION; IMMUNITY;
D O I
10.12659/MSM.900782
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
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.
引用
收藏
页码:1662 / 1673
页数:12
相关论文
共 30 条
[1]   S100A12 AND SOLUBLE RECEPTOR FOR ADVANCED GLYCATION END PRODUCTS LEVELS DURING HUMAN SEVERE SEPSIS [J].
Achouiti, Ahmed ;
Foll, Dirk ;
Vogl, Thomas ;
van Till, Jan W. O. ;
Laterre, Pierre-Francois ;
Dugernier, Thierry ;
Wittebole, Xavier ;
Boermeester, Marja A. ;
Roth, Johannes ;
van der Poll, Tom ;
van Zoelen, Marieke A. D. .
SHOCK, 2013, 40 (03) :188-194
[2]   Comparative RNA-sequencing analysis of myocardial and circulating small RNAs in human heart failure and their utility as biomarkers [J].
Akat, Kemal Marc ;
Moore-McGriff, D'Vesharronne ;
Morozova, Pavel ;
Browna, Miguel ;
Gogakos, Tasos ;
Da Rosa, Joel Correa ;
Mihailovic, Aleksandra ;
Sauer, Markus ;
Ji, Ruiping ;
Ramarathnam, Aarthi ;
Totary-Jain, Hana ;
Williams, Zev ;
Tuschl, Thomas ;
Schulze, P. Christian .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (30) :11151-11156
[3]   GOstat: find statistically overrepresented Gene Ontologies within a group of genes [J].
Beissbarth, T ;
Speed, TP .
BIOINFORMATICS, 2004, 20 (09) :1464-1465
[4]   Designing transcription factor architectures for drug discovery [J].
Blancafort, P ;
Segal, DJ ;
Barbas, CF .
MOLECULAR PHARMACOLOGY, 2004, 66 (06) :1361-1371
[5]   CALPROTECTIN-MEDIATED ZINC CHELATION AS A BIOSTATIC MECHANISM IN HOST-DEFENSE [J].
CLOHESSY, PA ;
GOLDEN, BE .
SCANDINAVIAN JOURNAL OF IMMUNOLOGY, 1995, 42 (05) :551-556
[6]   RNA Sequencing Identifies Novel Translational Biomarkers of Kidney Fibrosis [J].
Craciun, Florin L. ;
Bijol, Vanesa ;
Ajay, Amrendra K. ;
Rao, Poornima ;
Kumar, Ramya K. ;
Hutchinson, John ;
Hofmann, Oliver ;
Joshi, Nikita ;
Luyendyk, James P. ;
Kusebauch, Ulrike ;
Moss, Christopher L. ;
Srivastava, Anand ;
Himmelfarb, Jonathan ;
Waikar, Sushrut S. ;
Moritz, Robert L. ;
Vaidya, Vishal S. .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2016, 27 (06) :1702-1713
[7]  
Deza Elena., 2013, Encyclopedia of Distances
[8]   Connectivity Map Analysis of Nonsense-Mediated Decay-Positive BMPR2-Related Hereditary Pulmonary Arterial Hypertension Provides Insights into Disease Penetrance [J].
Flynn, Charles ;
Zheng, Siyuan ;
Yan, Ling ;
Hedges, Lora ;
Womack, Bethany ;
Fessel, Josh ;
Cogan, Joy ;
Austin, Eric ;
Loyd, James ;
West, James ;
Zhao, Zhongming ;
Hamid, Rizwan .
AMERICAN JOURNAL OF RESPIRATORY CELL AND MOLECULAR BIOLOGY, 2012, 47 (01) :20-27
[9]   Elevated gene expression of S100A12 is correlated with the predominant clinical inflammatory factors in patients with bacterial pneumonia [J].
Hou, Fei ;
Wang, Likui ;
Wang, Hong ;
Gu, Junchao ;
Li, Meiling ;
Zhang, Jingkai ;
Ling, Xiao ;
Gao, Xiaofang ;
Luo, Cheng .
MOLECULAR MEDICINE REPORTS, 2015, 11 (06) :4345-4352
[10]   TRED: a transcriptional regulatory element database, new entries and other development [J].
Jiang, C. ;
Xuan, Z. ;
Zhao, F. ;
Zhang, M. Q. .
NUCLEIC ACIDS RESEARCH, 2007, 35 :D137-D140