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利用少量个体重组配子的单核RNA测序进行可扩展的表达数量性状基因座定位

Scalable eQTL mapping using single-nucleus RNA-sequencing of recombined gametes from a small number of individuals.

作者信息

Parker Matthew T, Amar Samija, Campoy José A, Krause Kristin, Tusso Sergio, Marek Magdalena, Huettel Bruno, Schneeberger Korbinian

机构信息

Department of Chromosome Biology, Max Planck Institute for Plant Breeding Research, Cologne, Germany.

Faculty of Biology, Ludwig-Maximilians-Universität München, Planegg-Martinsried, Germany.

出版信息

PLoS Biol. 2025 Apr 25;23(4):e3003085. doi: 10.1371/journal.pbio.3003085. eCollection 2025 Apr.

DOI:10.1371/journal.pbio.3003085
PMID:40279341
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12119024/
Abstract

Phenotypic differences between individuals of a species are often caused by differences in gene expression, which are in turn caused by genetic variation. Expression quantitative trait locus (eQTL) analysis is a methodology by which we can identify such causal variants. Scaling eQTL analysis is costly due to the expense of generating mapping populations, and the collection of matched transcriptomic and genomic information. We developed a rapid eQTL analysis approach using single-cell/nucleus RNA sequencing of gametes from a small number of heterozygous individuals. Patterns of inherited polymorphisms are used to infer the recombinant genomes of thousands of individual gametes and identify how different haplotypes correlate with variation in gene expression. Applied to Arabidopsis pollen nuclei, our approach uncovers both cis- and trans-eQTLs, ultimately mapping variation in a master regulator of sperm cell development that affects the expression of hundreds of genes. This establishes snRNA-sequencing as a powerful, cost-effective method for the mapping of meiotic recombination, addressing the scalability challenges of eQTL analysis and enabling eQTL mapping in specific cell-types.

摘要

一个物种内个体间的表型差异通常由基因表达差异引起,而基因表达差异又是由遗传变异导致的。表达数量性状位点(eQTL)分析是一种可用于识别此类因果变异的方法。由于生成定位群体以及收集匹配的转录组和基因组信息成本高昂,扩展eQTL分析代价不菲。我们开发了一种快速eQTL分析方法,利用少量杂合个体配子的单细胞/单细胞核RNA测序。遗传多态性模式用于推断数千个个体配子的重组基因组,并确定不同单倍型如何与基因表达变异相关联。应用于拟南芥花粉核,我们的方法揭示了顺式和反式eQTL,最终定位了影响数百个基因表达的精子细胞发育主要调控因子的变异。这确立了单细胞核RNA测序作为一种强大且经济高效的减数分裂重组定位方法,解决了eQTL分析的扩展性挑战,并能够在特定细胞类型中进行eQTL定位。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/3dfad21b6285/pbio.3003085.g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/8a5072e04903/pbio.3003085.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/2dbdaf8abe5c/pbio.3003085.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/3a911d265877/pbio.3003085.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/ca26c141c466/pbio.3003085.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/1ac335d0c125/pbio.3003085.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/e0e55b2cb567/pbio.3003085.g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/3dfad21b6285/pbio.3003085.g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/8a5072e04903/pbio.3003085.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/2dbdaf8abe5c/pbio.3003085.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/3a911d265877/pbio.3003085.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/ca26c141c466/pbio.3003085.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/1ac335d0c125/pbio.3003085.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/e0e55b2cb567/pbio.3003085.g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/756b/12119024/3dfad21b6285/pbio.3003085.g007.jpg

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