Bioinformatics Analysis of Gene Expression Profiles of Sex Differences in Ischemic Stroke

被引:14
作者
Zhu, Wenhao [1 ]
Nan, Yinan [2 ]
Wang, Shaoqing [3 ]
Liu, Wei [4 ]
机构
[1] Zibo Hosp Tradit Chinese Med, Dept Encephalopathy, Zibo 255300, Shandong, Peoples R China
[2] China Japan Friendship Hosp, Int Dept, Beijing 100029, Peoples R China
[3] Capital Med Univ, Beijing Tiantan Hosp, Dept Tradit Chinese Med, Beijing 100050, Peoples R China
[4] Shandong Univ Tradit Chinese Med, Affiliated Hosp 2, Dept Encephalopathy, Jinan 250001, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
GLOBAL BURDEN; DISEASE; ALPHA; POLYMORPHISMS; INTERLEUKIN-6; INFLAMMATION; CYTOSCAPE; MORTALITY; BLOOD;
D O I
10.1155/2019/2478453
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Ischemic stroke (IS) is a complex disease with sex differences in epidemiology, presentations, and outcomes. However, the sex-specific mechanism underlying IS remains unclear. The purpose of this study was to identify key genes contributing to biological differences between sexes. First, we downloaded the gene expression data of GSE22255 from Gene Expression Omnibus (GEO). Differentially expressed genes (DEGs) were identified using R software and related packages. Second, DEGs were separately analyzed by Gene Ontology enrichment and pathways analyses. Third, protein-protein interaction (PPI) network was constructed to further investigate the interactions of DEGs. A total of 123 DEGs were identified between sexes, including 8 upregulated and 115 downregulated genes. In the PPI network, ten key genes were identified, including IL1, IL1, IL6, IL8, CXCL1, CXCL2, CXCL20, CCL4, ICAM1, and PTGS2. Functional enrichment analysis revealed that these genes were mainly enriched in biological processes of immune response and apoptotic process, also in pathways of TNF and NOD-like receptor signaling. In conclusion, the above ten genes may have a protective effect on IS females through their direct or indirect involvement in biological processes of immune response and apoptotic process, as well as in TNF and NOD-like receptor signaling pathways. The results of this study may help to gain new insights into the sex-specific mechanisms underlying IS females and may suggest potential therapeutic targets for disease treatment.
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页数:7
相关论文
共 27 条
  • [11] CHARACTERIZATION OF THE HUMAN GENE (PTGS2) ENCODING PROSTAGLANDIN-ENDOPEROXIDE SYNTHASE-2
    KOSAKA, T
    MIYATA, A
    IHARA, H
    HARA, S
    SUGIMOTO, T
    TAKEDA, O
    TAKAHASHI, E
    TANABE, T
    [J]. EUROPEAN JOURNAL OF BIOCHEMISTRY, 1994, 221 (03): : 889 - 897
  • [12] TTC7B emerges as a novel risk factor for ischemic stroke through the convergence of several genome-wide approaches
    Krug, Tiago
    Gabriel, Joao Paulo
    Taipa, Ricardo
    Fonseca, Benedita V.
    Domingues-Montanari, Sophie
    Fernandez-Cadenas, Israel
    Manso, Helena
    Gouveia, Liliana O.
    Sobral, Joao
    Albergaria, Isabel
    Gaspar, Gisela
    Jimenez-Conde, Jordi
    Rabionet, Raquel
    Ferro, Jose M.
    Montaner, Joan
    Vicente, Astrid M.
    Silva, Mario Rui
    Matos, Ilda
    Lopes, Gabriela
    Oliveira, Sofia A.
    [J]. JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2012, 32 (06) : 1061 - 1072
  • [13] NetDS: a Cytoscape plugin to analyze the robustness of dynamics and feedforward/feedback loop structures of biological networks
    Le, Duc-Hau
    Kwon, Yung-Keun
    [J]. BIOINFORMATICS, 2011, 27 (19) : 2767 - 2768
  • [14] Lee MS, 2007, MOL CELLS, V23, P1
  • [15] Losy J, 2005, FOLIA NEUROPATHOL, V43, P97
  • [16] Inflammation and ischaemic stroke
    Muir, Keith W.
    Tyrrell, Pippa
    Sattar, Naveed
    Warburton, Elizabeth
    [J]. CURRENT OPINION IN NEUROLOGY, 2007, 20 (03) : 334 - 342
  • [17] Global, regional, and national age-sex specific all-cause and cause-specific mortality for 240 causes of death, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013
    Naghavi, Mohsen
    Wang, Haidong
    Lozano, Rafael
    Davis, Adrian
    Liang, Xiaofeng
    Zhou, Maigeng
    Vollset, Stein Emil
    Ozgoren, Ayse Abbasoglu
    Abdalla, Safa
    Abd-Allah, Foad
    Aziz, Muna I. Abdel
    Abera, Semaw Ferede
    Aboyans, Victor
    Abraham, Biju
    Abraham, Jerry P.
    Abuabara, Katrina E.
    Abubakar, Ibrahim
    Abu-Raddad, Laith J.
    Abu-Rmeileh, Niveen M. E.
    Achoki, Tom
    Adelekan, Ademola
    Ademi, Zanfina
    Adofo, Koranteng
    Adou, Arsene Kouablan
    Adsuar, Jose C.
    Arnlov, Johan
    Agardh, Emilie Elisabet
    Akena, Dickens
    Al Khabouri, Mazin J.
    Alasfoor, Deena
    Albittar, Mohammed
    Alegretti, Miguel Angel
    Aleman, Alicia V.
    Alemu, Zewdie Aderaw
    Alfonso-Cristancho, Rafael
    Alhabib, Samia
    Ali, Mohammed K.
    Ali, Raghib
    Alla, Francois
    Al Lami, Faris
    Allebeck, Peter
    AlMazroa, Mohammad A.
    Salman, Rustam Al-Shahi
    Alsharif, Ubai
    Alvarez, Elena
    Alviz-Guzman, Nelson
    Amankwaa, Adansi A.
    Amare, Azmeraw T.
    Ameli, Omid
    Amini, Hassan
    [J]. LANCET, 2015, 385 (9963) : 117 - 171
  • [18] Long-term Mortality After Stroke Among Adults Aged 18 to 50 Years
    Rutten-Jacobs, Loes C. A.
    Arntz, Renate M.
    Maaijwee, Noortje A. M.
    Schoonderwaldt, Henny C.
    Dorresteijn, Lucille D.
    van Dijk, Ewoud J.
    de Leeuw, Frank-Erik
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2013, 309 (11): : 1136 - 1144
  • [19] The relationship between the severity of disability and serum IL-8 in acute ischemic stroke patients
    Shaheen H.A.
    Daker L.I.
    Abbass M.M.
    Abd El Fattah A.A.
    [J]. The Egyptian Journal of Neurology, Psychiatry and Neurosurgery, 54 (1)
  • [20] Cytoscape: A software environment for integrated models of biomolecular interaction networks
    Shannon, P
    Markiel, A
    Ozier, O
    Baliga, NS
    Wang, JT
    Ramage, D
    Amin, N
    Schwikowski, B
    Ideker, T
    [J]. GENOME RESEARCH, 2003, 13 (11) : 2498 - 2504