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早期胚胎发育中转录爆发与空间模式形成的调控

Regulation of Transcriptional Bursting and Spatial Patterning in Early Embryo Development.

作者信息

Nieto César, Vahdat Zahra, Lim Bomyi, Singh Abhyudai

机构信息

Department of Electrical and Computer Engineering, University of Delaware, Newark, DE, USA.

Dan L. Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA.

出版信息

bioRxiv. 2025 May 8:2025.05.02.651973. doi: 10.1101/2025.05.02.651973.

Abstract

Nascent RNA synthesis often occurs in periods of high transcriptional activity, interspersed with basal or no activity periods. This phenomenon, known as transcriptional bursting, drives high intercellular variability in gene expression levels. How do key patterning genes in early embryos overcome this variability to establish precise spatial patterns for tissue development? To address this question, we study single cell transcriptional activity from MS2-based live imaging data of four transgenic constructs ( shadow, proximal enhancers) and the endogenous gene. We developed an algorithm to infer promoter states in hundreds of cells within the embryo using transcriptional activity data. Results show that while mean transcription levels exhibit spatial gradients, the burst duration and inter-burst timing remain surprisingly invariant across the embryo and different constructs. The time between consecutive bursts was consistent with a memoryless exponential distribution, whereas the burst duration exhibited tighter control with lesser stochastic variations. Our analysis identified two regulatory mechanisms for gene expression gradients: (1) similar burst-timing statistics across genes, with the activity time (the time from the first to the last burst) being modulated to regulate distinct expression levels; (2) for the same gene with different enhancers ( shadow and proximal), we observed changes in the mean burst duration and variability of the inter-burst timing. This study provides a comprehensive approach to analyzing transcriptional bursting kinetics, revealing activity time as a major regulator of spatiotemporal expression patterning in early embryonic development.

摘要

新生RNA合成通常发生在转录活性较高的时期,其间穿插着基础活性或无活性时期。这种现象被称为转录爆发,它导致基因表达水平在细胞间存在高度变异性。早期胚胎中的关键模式形成基因是如何克服这种变异性,为组织发育建立精确的空间模式的呢?为了解决这个问题,我们从基于MS2的四种转基因构建体(影子、近端增强子)和内源基因的实时成像数据中研究单细胞转录活性。我们开发了一种算法,利用转录活性数据推断胚胎内数百个细胞中的启动子状态。结果表明,虽然平均转录水平呈现空间梯度,但爆发持续时间和爆发间隔时间在整个胚胎和不同构建体中却惊人地保持不变。连续两次爆发之间的时间符合无记忆指数分布,而爆发持续时间则受到更严格的控制,随机变化较小。我们的分析确定了基因表达梯度的两种调控机制:(1)不同基因具有相似的爆发时间统计数据,通过调节活性时间(从第一次爆发到最后一次爆发的时间)来调控不同的表达水平;(2)对于具有不同增强子(影子和近端)的同一基因,我们观察到平均爆发持续时间和爆发间隔时间变异性的变化。这项研究提供了一种全面的方法来分析转录爆发动力学,揭示了活性时间是早期胚胎发育中时空表达模式的主要调节因子。

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