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猪对一般刺激和猪繁殖与呼吸综合征病毒感染的免疫反应:荟萃分析方法。

Pig immune response to general stimulus and to porcine reproductive and respiratory syndrome virus infection: a meta-analysis approach.

机构信息

Parco Tecnologico Padano - CERSA, Via Einstein, Lodi, 26900, Italy.

出版信息

BMC Genomics. 2013 Apr 3;14:220. doi: 10.1186/1471-2164-14-220.

DOI:10.1186/1471-2164-14-220
PMID:23552196
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3623894/
Abstract

BACKGROUND

The availability of gene expression data that corresponds to pig immune response challenges provides compelling material for the understanding of the host immune system. Meta-analysis offers the opportunity to confirm and expand our knowledge by combining and studying at one time a vast set of independent studies creating large datasets with increased statistical power. In this study, we performed two meta-analyses of porcine transcriptomic data: i) scrutinized the global immune response to different challenges, and ii) determined the specific response to Porcine Reproductive and Respiratory Syndrome Virus (PRRSV) infection. To gain an in-depth knowledge of the pig response to PRRSV infection, we used an original approach comparing and eliminating the common genes from both meta-analyses in order to identify genes and pathways specifically involved in the PRRSV immune response. The software Pointillist was used to cope with the highly disparate data, circumventing the biases generated by the specific responses linked to single studies. Next, we used the Ingenuity Pathways Analysis (IPA) software to survey the canonical pathways, biological functions and transcription factors found to be significantly involved in the pig immune response. We used 779 chips corresponding to 29 datasets for the pig global immune response and 279 chips obtained from 6 datasets for the pig response to PRRSV infection, respectively.

RESULTS

The pig global immune response analysis showed interconnected canonical pathways involved in the regulation of translation and mitochondrial energy metabolism. Biological functions revealed in this meta-analysis were centred around translation regulation, which included protein synthesis, RNA-post transcriptional gene expression and cellular growth and proliferation. Furthermore, the oxidative phosphorylation and mitochondria dysfunctions, associated with stress signalling, were highly regulated. Transcription factors such as MYCN, MYC and NFE2L2 were found in this analysis to be potentially involved in the regulation of the immune response. The host specific response to PRRSV infection engendered the activation of well-defined canonical pathways in response to pathogen challenge such as TREM1, toll-like receptor and hyper-cytokinemia/ hyper-chemokinemia signalling. Furthermore, this analysis brought forth the central role of the crosstalk between innate and adaptive immune response and the regulation of anti-inflammatory response. The most significant transcription factor potentially involved in this analysis was HMGB1, which is required for the innate recognition of viral nucleic acids. Other transcription factors like interferon regulatory factors IRF1, IRF3, IRF5 and IRF8 were also involved in the pig specific response to PRRSV infection.

CONCLUSIONS

This work reveals key genes, canonical pathways and biological functions involved in the pig global immune response to diverse challenges, including PRRSV infection. The powerful statistical approach led us to consolidate previous findings as well as to gain new insights into the pig immune response either to common stimuli or specifically to PRRSV infection.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8177/3623894/e3d690efb866/1471-2164-14-220-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8177/3623894/151ed8e91f4f/1471-2164-14-220-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8177/3623894/e3d690efb866/1471-2164-14-220-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8177/3623894/151ed8e91f4f/1471-2164-14-220-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8177/3623894/e3d690efb866/1471-2164-14-220-2.jpg
摘要

背景

具有对应猪免疫反应挑战的基因表达数据的可用性为理解宿主免疫系统提供了强有力的素材。通过组合和同时研究大量独立研究,元分析提供了确认和扩展我们知识的机会,从而创建具有更高统计能力的大型数据集。在这项研究中,我们对猪转录组数据进行了两项元分析:i)仔细研究了不同挑战下的全球免疫反应,ii)确定了对猪繁殖与呼吸综合征病毒(PRRSV)感染的特定反应。为了深入了解猪对 PRRSV 感染的反应,我们使用了一种原始方法,比较并消除了两次元分析中的共同基因,以确定与 PRRSV 免疫反应特异性相关的基因和途径。使用 Pointillist 软件来应对高度不同的数据,避免了与单个研究相关的特定反应产生的偏差。接下来,我们使用了 Ingenuity 通路分析(IPA)软件来调查在猪免疫反应中发现的显著参与的经典途径、生物学功能和转录因子。我们分别使用了 779 个对应于 29 个数据集的芯片用于猪的全球免疫反应分析,以及 279 个来自 6 个数据集的芯片用于猪对 PRRSV 感染的反应分析。

结果

猪的全球免疫反应分析显示了相互关联的经典途径,这些途径涉及翻译和线粒体能量代谢的调节。该元分析中揭示的生物学功能集中在翻译调节上,包括蛋白质合成、RNA 后转录基因表达以及细胞生长和增殖。此外,与应激信号相关的氧化磷酸化和线粒体功能障碍也受到高度调节。在该分析中发现转录因子如 MYCN、MYC 和 NFE2L2 可能参与了免疫反应的调节。宿主对 PRRSV 感染的特异性反应引发了对病原体挑战(如 TREM1、 toll-like 受体和高细胞因子血症/高趋化因子血症信号)的明确经典途径的激活。此外,该分析还提出了先天免疫和适应性免疫反应之间的串扰以及抗炎反应调节的核心作用。在该分析中最显著的潜在转录因子是 HMGB1,它是病毒核酸的先天识别所必需的。其他转录因子,如干扰素调节因子 IRF1、IRF3、IRF5 和 IRF8,也参与了猪对 PRRSV 感染的特异性反应。

结论

这项工作揭示了关键基因、经典途径和生物学功能,这些基因、途径和功能参与了猪对包括 PRRSV 感染在内的各种挑战的全球免疫反应。强大的统计方法使我们能够巩固以前的发现,并深入了解猪对共同刺激或特定于 PRRSV 感染的免疫反应。

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