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全基因组表达关联研究鉴定了四个猪组织中富含代谢和免疫功能的关键调控变异。

Expression genome-wide association study identifies key regulatory variants enriched with metabolic and immune functions in four porcine tissues.

机构信息

Animal Breeding and Genomics, Wageningen University and Research, Wageningen, The Netherlands.

Topigs Norsvin Research Center, 's-Hertogenbosch, The Netherlands.

出版信息

BMC Genomics. 2024 Jul 11;25(1):684. doi: 10.1186/s12864-024-10583-w.

Abstract

BACKGROUND

Integration of high throughput DNA genotyping and RNA-sequencing data enables the discovery of genomic regions that regulate gene expression, known as expression quantitative trait loci (eQTL). In pigs, efforts to date have been mainly focused on purebred lines for traits with commercial relevance as such growth and meat quality. However, little is known on genetic variants and mechanisms associated with the robustness of an animal, thus its overall health status. Here, the liver, lung, spleen, and muscle transcriptomes of 100 three-way crossbred female finishers were studied, with the aim of identifying novel eQTL regulatory regions and transcription factors (TFs) associated with regulation of porcine metabolism and health-related traits.

RESULTS

An expression genome-wide association study with 535,896 genotypes and the expression of 12,680 genes in liver, 13,310 genes in lung, 12,650 genes in spleen, and 12,595 genes in muscle resulted in 4,293, 10,630, 4,533, and 6,871 eQTL regions for each of these tissues, respectively. Although only a small fraction of the eQTLs were annotated as cis-eQTLs, these presented a higher number of polymorphisms per region and significantly stronger associations with their target gene compared to trans-eQTLs. Between 20 and 115 eQTL hotspots were identified across the four tissues. Interestingly, these were all enriched for immune-related biological processes. In spleen, two TFs were identified: ERF and ZNF45, with key roles in regulation of gene expression.

CONCLUSIONS

This study provides a comprehensive analysis with more than 26,000 eQTL regions identified that are now publicly available. The genomic regions and their variants were mostly associated with tissue-specific regulatory roles. However, some shared regions provide new insights into the complex regulation of genes and their interactions that are involved with important traits related to metabolism and immunity.

摘要

背景

高通量 DNA 基因分型和 RNA 测序数据的整合使人们能够发现调节基因表达的基因组区域,这些区域被称为表达数量性状基因座(eQTL)。在猪中,迄今为止的研究主要集中在具有商业相关性的纯系品种上,例如生长和肉质性状。然而,对于与动物稳健性相关的遗传变异和机制,以及其整体健康状况,人们知之甚少。在此,研究了 100 头三交母猪育肥期的肝脏、肺脏、脾脏和肌肉转录组,旨在鉴定与猪代谢和健康相关性状调节相关的新的 eQTL 调控区域和转录因子(TFs)。

结果

对肝脏中的 535896 个基因型和 12680 个基因、肺脏中的 13310 个基因、脾脏中的 12650 个基因和肌肉中的 12595 个基因进行了全基因组表达关联研究,分别鉴定出了 4293、10630、4533 和 6871 个 eQTL 区域。尽管只有一小部分 eQTL 被注释为顺式 eQTL,但与它们的靶基因相比,这些区域的多态性数量更多,且与靶基因的相关性更强。在这四个组织中鉴定出了 20 到 115 个 eQTL 热点。有趣的是,这些热点都富集了与免疫相关的生物学过程。在脾脏中,鉴定出了两个 TF:ERF 和 ZNF45,它们在基因表达调控中起着关键作用。

结论

本研究提供了一个全面的分析,共鉴定了超过 26000 个 eQTL 区域,这些区域现在是公开的。这些基因组区域及其变体主要与组织特异性的调控作用有关。然而,一些共享区域为复杂的基因调控及其相互作用提供了新的见解,这些调控与代谢和免疫相关的重要性状有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ddf7/11238464/5cb8fc294b41/12864_2024_10583_Fig1_HTML.jpg

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