Leveraging Single-Cell Populations to Uncover the Genetic Basis of Complex Traits.

IF 8.7 1区 生物学 Q1 GENETICS & HEREDITY
Annual review of genetics Pub Date : 2023-11-27 Epub Date: 2023-08-10 DOI:10.1146/annurev-genet-022123-110824
Mark A A Minow, Alexandre P Marand, Robert J Schmitz
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引用次数: 0

Abstract

The ease and throughput of single-cell genomics have steadily improved, and its current trajectory suggests that surveying single-cell populations will become routine. We discuss the merger of quantitative genetics with single-cell genomics and emphasize how this synergizes with advantages intrinsic to plants. Single-cell population genomics provides increased detection resolution when mapping variants that control molecular traits, including gene expression or chromatin accessibility. Additionally, single-cell population genomics reveals the cell types in which variants act and, when combined with organism-level phenotype measurements, unveils which cellular contexts impact higher-order traits. Emerging technologies, notably multiomics, can facilitate the measurement of both genetic changes and genomic traits in single cells, enabling single-cell genetic experiments. The implementation of single-cell genetics will advance the investigation of the genetic architecture of complex molecular traits and provide new experimental paradigms to study eukaryotic genetics.

利用单细胞群体揭示复杂性状的遗传基础。
单细胞基因组学的易用性和吞吐量稳步提高,其目前的轨迹表明,调查单细胞群体将成为常规。我们讨论了数量遗传学与单细胞基因组学的合并,并强调了这如何与植物固有的优势协同作用。单细胞群体基因组学在绘制控制分子性状的变异时提供了更高的检测分辨率,包括基因表达或染色质可及性。此外,单细胞群体基因组学揭示了变异作用的细胞类型,当与生物体水平的表型测量相结合时,揭示了哪些细胞背景影响高阶性状。新兴技术,特别是多组学,可以促进单细胞遗传变化和基因组特征的测量,使单细胞遗传实验成为可能。单细胞遗传学的实现将推动复杂分子性状遗传结构的研究,为真核生物遗传学研究提供新的实验范式。
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来源期刊
Annual review of genetics
Annual review of genetics 生物-遗传学
CiteScore
18.30
自引率
0.90%
发文量
17
期刊介绍: The Annual Review of Genetics, published since 1967, comprehensively covers significant advancements in genetics. It encompasses various areas such as biochemical, behavioral, cell, and developmental genetics, evolutionary and population genetics, chromosome structure and transmission, gene function and expression, mutation and repair, genomics, immunogenetics, and other topics related to the genetics of viruses, bacteria, fungi, plants, animals, and humans.
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