Analysis of expression profiling data suggests explanation for difficulties in finding biomarkers for nasal polyps

被引:4
作者
Lee, Eun Jung [1 ,2 ]
Gawel, Danuta R. [1 ]
Lilja, Sandra [1 ]
Li, Xinxiu [1 ]
Schafer, Samuel [1 ]
Sysoev, Oleg [3 ]
Zhang, Huan [1 ]
Benson, Mikael [1 ,4 ,5 ]
机构
[1] Linkoping Univ, Ctr Personalized Med, S-58183 Linkoping, Sweden
[2] Yonsei Univ, Wonju Coll Med, Dept Otorhinolaryngol, Ilsan Ro 20, Wonju, South Korea
[3] Linkoping Univ, Dept Comp & Informat Sci, Div Stat & Machine Learning, Linkoping, Sweden
[4] Linkoping Univ Hosp, Crown Princess Victoria Childrens Hosp, Linkoping, Sweden
[5] Linkoping Univ, Wallenberg Ctr Mol Med, Linkoping, Sweden
基金
瑞典研究理事会;
关键词
biormarker; microarray; nasal polyp; pathway; receptor; CHRONIC RHINOSINUSITIS; GENE-EXPRESSION; INFLAMMATION; TISSUES; PROTEINS; EOTAXIN; IL-4;
D O I
10.4193/Rhin19.407
中图分类号
R76 [耳鼻咽喉科学];
学科分类号
100213 ;
摘要
Background: Identification of clinically useful biomarkers for Nasal Polyposis in chronic rhinosinusitis (CRSwNP) has proven difficult. We analyzed gene expression profiling data to find explanations for this. Methods:We analyzed mRNA expression profiling data, GSE36830, of six uncinate tissues from healthy controls and six NP from CRSwNP patients. We performed Ingenuity Pathway Analysis (IPA) of differentially expressed genes to identify pathways and predicted upstream regulators. Results: We identified 1,608 differentially expressed genes and 177 significant pathways, of which Th1 and Th2 activation pathway and leukocyte extravasation signaling were most significant. We identified 75 upstream regulators whose activity was predicted to be upregulated.These included regulators of known pathogenic and therapeutic relevance, like IL-4. However, only seven of the 75 regulators were actually differentially expressed in NP, namely CSF1, TYROBP, CCL2, CCL11, SELP, ADORA3, ICAM1. Interestingly, these did not include IL-4, and four of the seven were receptors. This suggested a potential explanation for the discrepancy between the predicted and observed expression levels of the regulators, namely that the receptors, and not their ligands, were upregulated. Indeed, we found that 10 receptors of key predicted upstream regulators were upregulated, including IL4R. Conclusion: Our findings indicate that the difficulties in finding specific biomarkers for CRSwNP depend on the complex underlying mechanisms, which include multiple pathways and regulators, each of which may be subdivided into multiple components such as ligands, soluble and membrane-bound receptors. This suggests that combinations of biomarkers may be needed for CRSwNP diagnostics.
引用
收藏
页码:360 / 367
页数:8
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