Cell type and dynamic state govern genetic regulation of gene expression in heterogeneous differentiating cultures.

IF 11.1 Q1 CELL BIOLOGY Cell genomics Pub Date : 2024-12-11 Epub Date: 2024-12-02 DOI:10.1016/j.xgen.2024.100701
Joshua M Popp, Katherine Rhodes, Radhika Jangi, Mingyuan Li, Kenneth Barr, Karl Tayeb, Alexis Battle, Yoav Gilad
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引用次数: 0

Abstract

Identifying the molecular effects of human genetic variation across cellular contexts is crucial for understanding the mechanisms underlying disease-associated loci, yet many cell types and developmental stages remain underexplored. Here, we harnessed the potential of heterogeneous differentiating cultures (HDCs), an in vitro system in which pluripotent cells asynchronously differentiate into a broad spectrum of cell types. We generated HDCs for 53 human donors and collected single-cell RNA sequencing data from over 900,000 cells. We identified expression quantitative trait loci in 29 cell types and characterized regulatory dynamics across diverse differentiation trajectories. This revealed novel regulatory variants for genes involved in key developmental and disease-related processes while replicating known effects from primary tissues and dynamic regulatory effects associated with a range of complex traits.

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在异质分化培养中,细胞类型和动态状态控制着基因表达的遗传调控。
识别跨细胞环境的人类遗传变异的分子效应对于理解疾病相关基因座的机制至关重要,但许多细胞类型和发育阶段仍未得到充分探索。在这里,我们利用了异质分化培养(HDCs)的潜力,这是一种体外系统,在该系统中,多能细胞异步分化为广泛的细胞类型。我们为53名人类供体生成了HDCs,并从超过90万个细胞中收集了单细胞RNA测序数据。我们在29种细胞类型中确定了表达数量性状位点,并在不同的分化轨迹中表征了调控动力学。这揭示了参与关键发育和疾病相关过程的基因的新调控变异,同时复制了来自初级组织的已知效应和与一系列复杂性状相关的动态调控效应。
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CiteScore
7.10
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0.00%
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Genetic mapping of serum metabolome to chronic diseases among Han Chinese. Single-cell DNA sequencing reveals pervasive positive selection throughout preleukemic evolution. Tracing human trait evolution through integrative genomics and temporal annotations. Chromosome-scale genome assembly reveals how repeat elements shape non-coding RNA landscapes active during newt limb regeneration. A multi-modal transformer for cell type-agnostic regulatory predictions.
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