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跨细胞类型系统遗传学揭示了eQTL在小鼠神经祖细胞发育轨迹多个点上的影响。

Cross cell-type systems genetics reveals the influence of eQTL at multiple points in the developmental trajectory of mouse neural progenitor cells.

作者信息

Aydin Selcan, Skelly Daniel A, Dewey Hannah, Mahoney J Matthew, Choi Ted, Reinholdt Laura G, Baker Christopher L, Munger Steven C

机构信息

The Jackson Laboratory, Bar Harbor, ME 04609 USA.

Graduate School of Biomedical Sciences, Tufts University, Boston, MA 02111 USA.

出版信息

bioRxiv. 2025 Jan 25:2025.01.24.634514. doi: 10.1101/2025.01.24.634514.

Abstract

Genetic variation leads to phenotypic variability in pluripotent stem cells that presents challenges for regenerative medicine. Although recent studies have investigated the impact of genetic variation on pluripotency maintenance and differentiation capacity, less is known about how genetic variants affecting the pluripotent state influence gene regulation in later stages of development. Here, we characterized expression of more than 12,000 genes in 127 donor-matched Diversity Outbred (DO) mouse embryonic stem cell (mESC) and neural progenitor cell (mNPC) lines. Quantitative trait locus (QTL) mapping identified 2,947 expression QTL (eQTL) unique to DO mNPCs and 1,113 eQTL observed in both mNPCs and mESCs with highly concordant allele effects. We mapped three eQTL hotspots on Chromosomes (Chrs) 1, 10, and 11 that were unique to mNPCs. Target genes of the Chr 1 hotspot were overrepresented for those involved in mRNA processing, DNA repair, chromatin organization, protein degradation, and cell cycle. Mediation analysis of the Chr 1 hotspot identified as the best candidate mediator expressed in mNPCs, while cross-cell type mediation using mESC gene expression along with partial correlation analysis strongly implicated genetic variant(s) affecting expression in the mESC state as regulating the mNPC Chr 1 eQTL hotspot. Together these findings highlight that many local eQTL confer similar effects on gene expression in multiple cell states; distant eQTL in DO mNPCs are numerous and largely unique to that cell state, with many co-localizing to mNPC-specific hotspots; and mediation analysis across cell types suggests that expression of early in development (mESCs) shapes the transcriptome of the more specialized mNPC state.

摘要

基因变异导致多能干细胞的表型变异性,这给再生医学带来了挑战。尽管最近的研究调查了基因变异对多能性维持和分化能力的影响,但对于影响多能状态的基因变异如何在发育后期影响基因调控,人们了解较少。在这里,我们对127个供体匹配的多样性远交(DO)小鼠胚胎干细胞(mESC)和神经祖细胞(mNPC)系中12000多个基因的表达进行了表征。数量性状位点(QTL)定位确定了2947个DO mNPC特有的表达QTL(eQTL),以及在mNPC和mESC中均观察到且等位基因效应高度一致的1113个eQTL。我们在染色体(Chr)1、10和11上绘制了三个mNPC特有的eQTL热点。Chr 1热点的靶基因在参与mRNA加工、DNA修复、染色质组织、蛋白质降解和细胞周期的基因中过度富集。对Chr 1热点的中介分析确定 为在mNPC中表达的最佳候选中介,而使用mESC基因表达的跨细胞类型中介以及偏相关分析强烈表明,影响mESC状态下 表达的基因变异调节mNPC Chr 1 eQTL热点。这些发现共同突出表明,许多局部eQTL在多种细胞状态下对基因表达具有相似的影响;DO mNPC中的远距离eQTL数量众多且在很大程度上是该细胞状态所特有的许多与mNPC特异性热点共定位;跨细胞类型的中介分析表明,发育早期(mESC)中 的表达塑造了更特化的mNPC状态的转录组。

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