Identification of key genes in allergic rhinitis by bioinformatics analysis

被引:13
作者
Zhang, Yunfei [1 ]
Huang, Yue [1 ]
Chen, Wen-xia [1 ]
Xu, Zheng-min [1 ]
机构
[1] Fudan Univ, Dept Otolaryngol Head & Neck Surg, Childrens Hosp, 399 Wan Yuan Rd, Shanghai 201102, Peoples R China
关键词
Allergic rhinitis; gene expression profile; differentially expressed genes; bioinformatics; gene ontology; hub gene; MICROARRAY ANALYSIS; NASAL-MUCOSA; EXPRESSION; CELLS; INFLAMMATION; PREVALENCE; HLA-DRB1; ASTHMA; CD44; RISK;
D O I
10.1177/03000605211029521
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
Objective This study aimed to explore the potential molecular mechanism of allergic rhinitis (AR) and identify gene signatures by analyzing microarray data using bioinformatics methods. Methods The dataset GSE19187 was used to screen differentially expressed genes (DEGs) between samples from patients with AR and healthy controls. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were applied for the DEGs. Subsequently, a protein-protein interaction (PPI) network was constructed to identify hub genes. GSE44037 and GSE43523 datasets were screened to validate critical genes. Results A total of 156 DEGs were identified. GO analysis verified that the DEGs were enriched in antigen processing and presentation, the immune response, and antigen binding. KEGG analysis demonstrated that the DEGs were enriched in Staphylococcus aureus infection, rheumatoid arthritis, and allograft rejection. PPI network and module analysis predicted seven hub genes, of which six (CD44, HLA-DPA1, HLA-DRB1, HLA-DRB5, MUC5B, and CD274) were identified in the validation dataset. Conclusions Our findings suggest that hub genes play important roles in the development of AR.
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页数:14
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共 43 条
[1]   Severe Asthma with Fungal Sensitization [J].
Agarwal, Ritesh .
CURRENT ALLERGY AND ASTHMA REPORTS, 2011, 11 (05) :403-413
[2]   Upper airway mucin gene expression: A review [J].
Ali, Mahmoud S. ;
Pearson, Jeffrey P. .
LARYNGOSCOPE, 2007, 117 (05) :932-938
[3]   Nasal carriage of Staphylococcus aureus in children with allergic rhinitis and the effect of intranasal fluticasone propionate treatment on carriage status [J].
Baysoy, Goekhan ;
Arslan, Sezai ;
Karabay, Oguz ;
Uyan, Ayten P. .
INTERNATIONAL JOURNAL OF PEDIATRIC OTORHINOLARYNGOLOGY, 2007, 71 (02) :205-209
[4]   Relationship between Asthma and Rhinitis: Epidemiologic, Pathophysiologic, and Therapeutic Aspects [J].
Celine Bergeron ;
Qutayba Hamid .
Allergy, Asthma & Clinical Immunology, 1 (2)
[5]   Nasal colonization with Staphylococcus aureus is not associated with the severity of symptoms or the extent of the disease in chronic rhinosinusitis [J].
Damm, M ;
Quante, G ;
Jurk, T ;
Sauer, JA .
OTOLARYNGOLOGY-HEAD AND NECK SURGERY, 2004, 131 (03) :200-206
[6]  
Egan Maureen, 2015, Asthma Res Pract, V1, P8
[7]   Distinct epithelial gene expression phenotypes in childhood respiratory allergy [J].
Giovannini-Chami, Lisa ;
Marcet, Brice ;
Moreilhon, Chimene ;
Chevalier, Benoit ;
Illie, Marius I. ;
Lebrigand, Kevin ;
Robbe-Sermesant, Karine ;
Bourrier, Thierry ;
Michiels, Jean-Francois ;
Mari, Bernard ;
Crenesse, Dominique ;
Hofman, Paul ;
de Blic, Jacques ;
Castillo, Laurent ;
Albertini, Marc ;
Barbry, Pascal .
EUROPEAN RESPIRATORY JOURNAL, 2012, 39 (05) :1197-1205
[8]   HLA-DRA variants predict penicillin allergy in genome-wide fine-mapping genotyping [J].
Gueant, Jean-Louis ;
Romano, Antonino ;
Cornejo-Garcia, Jose-Antonio ;
Oussalah, Abderrahim ;
Chery, Celine ;
Blanca-Lopez, Natalia ;
Gueant-Rodriguez, Rosa-Maria ;
Gaeta, Francesco ;
Rouyer, Pierre ;
Josse, Thomas ;
Canto, Gabriella ;
David Carmona, F. ;
Bossini-Castillo, Lara ;
Martin, Javier ;
Laguna, Jose-Julio ;
Fernandez, Javier ;
Feo, Francisco ;
Ostrov, David A. ;
Plasencia, Pablo C. ;
Mayorga, Cristobalina ;
Torres, Maria-Jose ;
Blanca, Miguel .
JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2015, 135 (01) :253-+
[9]   Cystatin SN Upregulation in Patients with Seasonal Allergic Rhinitis [J].
Imoto, Yoshimasa ;
Tokunaga, Takahiro ;
Matsumoto, Yuri ;
Hamada, Yuko ;
Ono, Mizuho ;
Yamada, Takechiyo ;
Ito, Yumi ;
Arinami, Tadao ;
Okano, Mitsuhiro ;
Noguchi, Emiko ;
Fujieda, Shigeharu .
PLOS ONE, 2013, 8 (08)
[10]   Association between Rheumatoid Arthritis and Respiratory Allergic Diseases in Korean Adults: A Propensity Score Matched Case-Control Study [J].
Jeong, Han Eol ;
Jung, Sung-Mok ;
Cho, Sung-Il .
INTERNATIONAL JOURNAL OF RHEUMATOLOGY, 2018, 2018