Department of Otolaryngology, Massachusetts Eye and Ear Infirmary, Boston, MA.
Harvard Medical School, Boston, MA.
Int Forum Allergy Rhinol. 2019 Jul;9(7):776-786. doi: 10.1002/alr.22315. Epub 2019 Feb 18.
Much of the literature examining chronic rhinosinusitis with nasal polyps (CRSwNP) immunopathology has been predicated on messenger RNA (mRNA) analysis with the assumption that transcriptional changes would reflect end-effector protein expression. The purpose of this study was to test this hypothesis using matched transcriptomic and proteomic data sets.
Matched tissue proteomic and transcriptomic arrays were quantified in CRSwNP polyp tissue and control inferior turbinate tissue (n = 10/group). Mucus samples were additionally collected in 6 subjects from each group. Proteins were grouped into functional categories by bioinformatics and differential expression analyses. Log-log regression and Pearson correlations were performed to determine the level of agreement between data sets.
Of the 1310 proteins examined, 393 were significantly differentially expressed in CRSwNP. On regression analysis, differences in protein expression were poorly predicted by differences in mRNA expression (R = 0.020, p < 0.05). Several genes canonically thought to be overexpressed in CRSwNP, including IL-5, IL-13, TSLP, CCL13, and CCL26, showed substantial increases in mRNA transcription, but had minimally or unchanged protein expression. Others, including IgE, periostin, CCL18, and CST1/2, were increased at both the transcriptomic and proteomic levels. Among differentially regulated proteins, tissue and mucus protein levels showed weak correlation (r = 0.26, p < 0.0001).
Proteomic analysis in CRSwNP has revealed novel disease-associated proteins and pathways, yet correlates poorly with transcriptomic data. The increasing availability of proteomic arrays opens the door to new potential explanatory mechanisms in CRSwNP and suggests that mRNA based studies should be validated with protein analysis.
许多研究慢性鼻-鼻窦炎伴鼻息肉(CRSwNP)免疫病理学的文献都是基于信使 RNA(mRNA)分析,假设转录变化将反映终效蛋白表达。本研究的目的是使用匹配的转录组学和蛋白质组学数据集来检验这一假设。
对 CRSwNP 息肉组织和对照下鼻甲组织(每组 n = 10)的匹配组织蛋白质组学和转录组学阵列进行定量分析。还从每组中各收集 6 名受试者的黏液样本。通过生物信息学和差异表达分析将蛋白质分为功能类别。采用对数-对数回归和 Pearson 相关分析来确定数据集之间的一致性水平。
在检查的 1310 种蛋白质中,有 393 种在 CRSwNP 中差异表达显著。在回归分析中,蛋白质表达的差异与 mRNA 表达的差异预测不佳(R = 0.020,p < 0.05)。一些被认为在 CRSwNP 中过度表达的经典基因,包括 IL-5、IL-13、TSLP、CCL13 和 CCL26,显示出 mRNA 转录的大量增加,但蛋白质表达很少或没有改变。其他基因,包括 IgE、periostin、CCL18 和 CST1/2,在转录组和蛋白质组水平上均增加。在差异调节的蛋白质中,组织和黏液蛋白水平相关性较弱(r = 0.26,p < 0.0001)。
CRSwNP 的蛋白质组学分析揭示了新的与疾病相关的蛋白质和途径,但与转录组数据相关性较差。蛋白质组学阵列的日益普及为 CRSwNP 提供了新的潜在解释机制,并表明基于 mRNA 的研究应通过蛋白质分析进行验证。