Identification of potential key genes associated with severe pneumonia using mRNA-seq

被引:12
作者
Feng, Cong [1 ]
Huang, He [2 ]
Huang, Sai [1 ,3 ]
Zhai, Yong-Zhi [1 ]
Dong, Jing [1 ]
Chen, Li [1 ]
Huang, Zhi [4 ]
Zhou, Xuan [1 ]
Li, Bei [1 ]
Wang, Li-Li [1 ]
Chen, Wei [1 ]
Lv, Fa-Qin [5 ]
Li, Tan-Shi [1 ]
机构
[1] Chinese Peoples Liberat Army Gen Hosp, Dept Emergency, 28 Fuxing Rd, Beijing 100853, Peoples R China
[2] Gen Hosp Jinan Command, Dept Crit Care Med, Jinan 250031, Shandong, Peoples R China
[3] Chinese Peoples Liberat Army Gen Hosp, Dept Hematol, Beijing 100853, Peoples R China
[4] Purdue Univ, Dept Elect & Comp Engn, Indianapolis, IN 46202 USA
[5] Chinese Peoples Liberat Army Gen Hosp, Dept Ultrasound, 28 Fuxing Rd, Beijing 100853, Peoples R China
关键词
severe pneumonia; chronic obstructive pulmonary disease; differentially expressed gene; coexpression; network; OBSTRUCTIVE PULMONARY-DISEASE; COMMUNITY-ACQUIRED PNEUMONIA; PANTON-VALENTINE LEUKOCIDIN; STAPHYLOCOCCUS-AUREUS; EXPRESSION; VARIANTS; UPDATE; ADULTS;
D O I
10.3892/etm.2018.6262
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
This study aimed to identify the potential key genes associated with severe pneumonia using mRNA-seq. Nine peripheral blood samples from patients with severe pneumonia alone (SP group, n=3) and severe pneumonia accompanied with chronic obstructive pulmonary disease (COPD; CSP group, n=3), as well as volunteers without pneumonia (control group, n=3) underwent mRNA-seq. Based on the sequencing data, differentially expressed genes (DEGs) were identified by Limma package. Following the pathway enrichment analysis of DEGs, the genes that were differentially expressed in the SP and CSP groups were selected for pathway enrichment analysis and coexpression analysis. In addition, potential genes related to pneumonia were identified based on the information in the Comparative Toxicogenomics Database. In total, 645 and 528 DEGs were identified in the SP and CSP groups, respectively, compared with the normal controls. Among these DEGs, 88 upregulated genes and 80 downregulated genes were common between the two groups. The functions of the common DEGs were similar to those of the DEGs in the SP group. In the coexpression network, the commonly downregulated genes (including ND1, ND3, ND4L, and ND6) and the commonly upregulated genes (including TSPY6P and CDY 10P) exhibited a higher degree. In addition, 131 DEGs (including ND1, ND3, ND6, MIR449A and TAS2R43) were predicted to be potential pneumonia-related genes. In conclusion, the present study demonstrated that the common DEGs may be associated with the progression of severe pneumonia.
引用
收藏
页码:758 / 766
页数:9
相关论文
共 33 条
[1]  
Association RdbotCm, 2006, CHIN J TUBERC RESP D, V29, P651
[2]   VennPlex-A Novel Venn Diagram Program for Comparing and Visualizing Datasets with Differentially Regulated Datapoints [J].
Cai, Huan ;
Chen, Hongyu ;
Yi, Tie ;
Daimon, Caitlin M. ;
Boyle, John P. ;
Peers, Chris ;
Maudsley, Stuart ;
Martin, Bronwen .
PLOS ONE, 2013, 8 (01)
[3]   Salmeterol and fluticasone propionate and survival in chronic obstructive pulmonary disease [J].
Calverley, Peter M. A. ;
Anderson, Julie A. ;
Celli, Bartolome ;
Ferguson, Gary T. ;
Jenkins, Christine ;
Jones, Paul W. ;
Yates, Julie C. ;
Vestbo, Jorgen ;
Calverley, P. M. A. ;
Anderson, J. A. ;
Celli, B. ;
Ferguson, G. T. ;
Jenkins, C. ;
Jones, P. W. ;
Knobil, K. ;
Yates, J. C. ;
Vestbo, J. ;
Cherniack, R. ;
Similowski, T. ;
Cleland, J. ;
Whitehead, A. ;
Wise, R. ;
McGarvey, L. ;
John, M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2007, 356 (08) :775-789
[4]   The Comparative Toxicogenomics Database's 10th year anniversary: update 2015 [J].
Davis, Allan Peter ;
Grondin, Cynthia J. ;
Lennon-Hopkins, Kelley ;
Saraceni-Richards, Cynthia ;
Sciaky, Daniela ;
King, Benjamin L. ;
Wiegers, Thomas C. ;
Mattingly, Carolyn J. .
NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) :D914-D920
[5]   Chronic obstructive pulmonary disease severity is associated with severe pneumonia [J].
Eom, Jung Seop ;
Song, Won Jun ;
Yoo, Hongseok ;
Jeong, Byeong-Ho ;
Lee, Ho Yun ;
Koh, Won-Jung ;
Jeon, Kyeongman ;
Park, Hye Yun .
ANNALS OF THORACIC MEDICINE, 2015, 10 (02) :105-111
[6]   Severe community-acquired pneumonia - Assessment of severity criteria [J].
Ewig, S ;
Ruiz, M ;
Mensa, J ;
Marcos, MA ;
Martinez, JA ;
Arancibia, F ;
Niederman, MS ;
Torres, A .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 1998, 158 (04) :1102-1108
[7]   5-Lipoxygenase and cyclooxygenase-2 in the lungs of pigs naturally affected by enzootic pneumonia and porcine pleuropneumonia [J].
Giacominelli-Stuffler, R. ;
Marruchella, G. ;
Storelli, M. M. ;
Sabatucci, A. ;
Angelucci, C. B. ;
Maccarrone, M. .
RESEARCH IN VETERINARY SCIENCE, 2012, 93 (02) :898-903
[8]   Factors predicting mortality in necrotizing community-acquired pneumonia caused by Staphylococcus aureus containing panton-valentine leukocidin [J].
Gillet, Yves ;
Vanhems, Philippe ;
Lina, Gerard ;
Bes, Michele ;
Vandenesh, Franccois ;
Floret, Daniel ;
Etienne, Jerome .
CLINICAL INFECTIOUS DISEASES, 2007, 45 (03) :315-321
[9]  
Green R, 2016, S AFR RESP J, V22, P3, DOI DOI 10.7196/SARJ.2016.V22I1.60
[10]   Staphylococcus aureus α-Hemolysin Mediates Virulence in a Murine Model of Severe Pneumonia Through Activation of the NLRP3 Inflammasome [J].
Kebaier, Chahnaz ;
Chamberland, Robin R. ;
Allen, Irving C. ;
Gao, Xi ;
Broglie, Peter M. ;
Hall, Joshua D. ;
Jania, Corey ;
Doerschuk, Claire M. ;
Tilley, Stephen L. ;
Duncan, Joseph A. .
JOURNAL OF INFECTIOUS DISEASES, 2012, 205 (05) :807-817