Temporal retinal transcriptome and systems biology analysis identifies key pathways and hub genes in Staphylococcus aureus endophthalmitis

被引:34
|
作者
Rajamani, Deepa [4 ]
Singh, Pawan Kumar [1 ,2 ]
Rottmann, Bruce G. [2 ]
Singh, Natasha [4 ]
Bhasin, Manoj K. [4 ,5 ]
Kumar, Ashok [1 ,2 ,3 ]
机构
[1] Wayne State Univ, Kresge Eye Inst, Detroit, MI USA
[2] Wayne State Univ, Dept Anat & Cell Biol, Detroit, MI USA
[3] Wayne State Univ, Dept Immunol & Microbiol, Detroit, MI USA
[4] Beth Israel Deaconess Med Ctr, BIDMC Genom Prote Bioinformat & Syst Biol Ctr, Boston, MA 02215 USA
[5] Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Med,Div Interdisciplinary Med & Biotechnol, Boston, MA 02115 USA
来源
SCIENTIFIC REPORTS | 2016年 / 6卷
基金
美国国家卫生研究院;
关键词
TOLL-LIKE RECEPTORS; MULLER GLIA; BACTERIAL ENDOPHTHALMITIS; FAS LIGAND; TNF-ALPHA; INNATE; INFLAMMATION; EXPRESSION; IMMUNITY; CANCER;
D O I
10.1038/srep21502
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Bacterial endophthalmitis remains a devastating inflammatory condition associated with permanent vision loss. Hence, assessing the host response in this disease may provide new targets for intervention. Using a mouse model of Staphylococcus aureus (SA) endophthalmitis and performing retinal transcriptome analysis, we discovered progressive changes in the expression of 1,234 genes. Gene ontology (GO) and pathway analyses revealed the major pathways impacted in endophthalmitis includes: metabolism, inflammatory/immune, antimicrobial, cell trafficking, and lipid biosynthesis. Among the immune/inflammation pathways, JAK/Stat and IL-17A signaling were the most significantly affected. Interactive network-based analyses identified 13 focus hub genes (IL-6, IL-1 beta, CXCL2, STAT3, NUPR1, Jun, CSF1, CYR61, CEBPB, IGF-1, EGFR1, SPP1, and TGM2) within these important pathways. The expression of hub genes confirmed by qRT-PCR, ELISA (IL-6, IL-1 beta, and CXCL2), and Western blot or immunostaining (CEBP, STAT3, NUPR1, and IGF1) showed strong correlation with transcriptome data. Since TLR2 plays an important role in SA endophthalmitis, counter regulation analysis of TLR2 ligand pretreated retina or the use of retinas from TLR2 knockout mice showed the down-regulation of inflammatory regulatory genes. Collectively, our study provides, for the first time, a comprehensive analysis of the transcriptomic response and identifies key pathways regulating retinal innate responses in staphylococcal endophthalmitis.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Temporal retinal transcriptome and systems biology analysis identifies key pathways and hub genes in Staphylococcus aureus endophthalmitis
    Deepa Rajamani
    Pawan Kumar Singh
    Bruce G. Rottmann
    Natasha Singh
    Manoj K. Bhasin
    Ashok Kumar
    Scientific Reports, 6
  • [2] Temporal transcriptome and systems biology analysis to identify key pathways and hub genes in experimental Staphylococcus aureus endophthalmitis
    Kumar, Ashok
    Singh, Pawan Kumar
    Bhasin, Manoj K.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2014, 55 (13)
  • [3] Temporal Transcriptome Analysis Suggests Modulation of Key Pathways and Hub Genes in a Mice Model of Multi-Drug Resistant (MDR) Pseudomonas aeruginosa Endophthalmitis
    Naik, Poonam
    Joseph, Joveeta
    CURRENT EYE RESEARCH, 2022, 47 (11) : 1559 - 1566
  • [4] Systems Biology Identifies Key Molecular Networks and Hub Factors in Placental Pathways of Preeclampsia.
    Than, Nandor
    Romero, Roberto
    Tarca, Adi
    Kekesi, Katalin
    Xu, Yi
    Juhasz, Kata
    Meiri, Hamutal
    Hassan, Sonia
    Chaiworapongsa, Tinnakorn
    Erez, Offer
    Krispin, Manuel
    Burton, Graham
    Kim, Chong
    Juhasz, Gabor
    Papp, Zoltan
    REPRODUCTIVE SCIENCES, 2017, 24 : 278A - 278A
  • [5] Systems biology approach identifies key genes and related pathways in childhood obesity
    Pellenz, Felipe Mateus
    Crispim, Daisy
    Assmann, Tais Silveira
    GENE, 2022, 830
  • [6] Temporal Network Based Analysis of Cell Specific Vein Graft Transcriptome Defines Key Pathways and Hub Genes in Implantation Injury
    Bhasin, Manoj
    Huang, Zhen
    Pradhan-Nabzdyk, Leena
    Malek, Junaid Y.
    LoGerfo, Philip J.
    Contreras, Mauricio
    Guthrie, Patrick
    Csizmadia, Eva
    Andersen, Nicholas
    Kocher, Olivier
    Ferran, Christiane
    LoGerfo, Frank W.
    PLOS ONE, 2012, 7 (06):
  • [7] Transcriptome sequencing identifies key pathways and genes involved in gastric adenocarcinoma
    Zhang, Wenhu
    Liu, Shaozhuang
    Zhan, Hanxiang
    Yan, Zhibo
    Zhang, Guangyong
    MOLECULAR MEDICINE REPORTS, 2018, 18 (04) : 3673 - 3682
  • [8] Bioinformatics analysis identifies hub genes and pathways in nasopharyngeal carcinoma
    Liu, Kang
    Kang, Min
    Zhou, Ziyan
    Qin, Wen
    Wang, Rensheng
    ONCOLOGY LETTERS, 2019, 18 (04) : 3637 - 3645
  • [9] Transcriptome analysis of testis and epididymis identifies key genes and pathways regulating gander sperm motility
    Hu, Shenqiang
    Song, Yang
    Chen, Jiasen
    He, Xiaoyong
    Li, Guibi
    Liu, Tanze
    He, Zhiyu
    Li, Xiaopeng
    Wang, Zhujun
    Hu, Jiwei
    Liu, Hehe
    Li, Liang
    Wang, Wanxia
    Wang, Jiwen
    POULTRY SCIENCE, 2025, 104 (04)
  • [10] Bile Ductal Transcriptome Identifies Key Pathways and Hub Genes in Clonorchis sinensis-Infected Sprague-Dawley Rats
    Yoo, Won Gi
    Kang, Jung-Mi
    Le, Huong Giang
    Pak, Jhang Ho
    Hong, Sung-Jong
    Sohn, Woon-Mok
    Na, Byoung-Kuk
    KOREAN JOURNAL OF PARASITOLOGY, 2020, 58 (05): : 513 - 525