通过跟踪多个相似标记的基因位点的粗粒度染色质动力学。

IF 3.2 3区 生物学 Q2 BIOPHYSICS
Biophysical journal Pub Date : 2025-07-01 Epub Date: 2025-05-13 DOI:10.1016/j.bpj.2025.05.008
Alexander Mader, Andrew I Rodriguez, Tianyu Yuan, Ivan Surovtsev, Megan C King, Simon G J Mochrie
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引用次数: 0

摘要

染色质研究的“圣杯”将是随着时间的推移跟踪单个活细胞中的染色质结构。实现这一目标的一种方法是用荧光标记跟踪沿染色质聚合物排列的多个位点的位置。使用可区分标签将在显微镜图像中唯一地定义每个位点,但由于可区分标签数量的实验限制,将限制可以同时观察到的位点数量。对所有基因座使用相同的标签规避了这一限制,但需要一个(目前缺乏的)框架来建立每个观察到的基因座身份,即它对应于哪个基因组位置。在这里,我们从理论上分析,使用模拟劳斯模型聚合物,如何单粒子跟踪多个相同标记的基因座能够确定基因座的身份。我们表明,随着观察到的基因座配置数量的增加,正确分配观察到的基因座到基因组位置的概率呈指数收敛到统一。收敛速度仅弱依赖于标记的基因座的数量,因此即使大量的基因座也可以通过在大约8个独立的染色质构型中跟踪它们来高保真地识别。在沿着染色质聚合物交替的两个不同标记的情况下,我们发现正确分配的概率比相同标记的位点收敛得更快,需要观察较少的独立染色质配置来建立位点身份。最后,对于实现动态环路种群的改进的Rouse模型聚合物,我们发现成功概率也随着观察到的位点配置数量的增加而呈指数收敛于单位,尽管比经典的Rouse模型聚合物稍微慢一些。总之,这些结果建立了多个相同或交替标记的位点随时间的粒子跟踪,作为一种可行的方法来推断单个活细胞中染色质聚合物粗粒度配置的时间动态。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coarse-grained chromatin dynamics by tracking multiple similarly labeled gene loci.

The "holy grail" of chromatin research would be to follow the chromatin configuration in individual live cells over time. One way to achieve this goal would be to track the positions of multiple loci arranged along the chromatin polymer with fluorescent labels. Using distinguishable labels would define each locus uniquely in a microscopic image but would restrict the number of loci that could be observed simultaneously due to experimental limits to the number of distinguishable labels. Using the same label for all loci circumvents this limitation but requires a (currently lacking) framework for how to establish each observed locus identity, i.e., to which genomic position it corresponds. Here, we analyze theoretically, using simulations of Rouse model polymers, how single-particle tracking of multiple identically labeled loci enables the determination of loci identity. We show that the probability of correctly assigning observed loci to genomic positions converges exponentially to unity as the number of observed loci configurations increases. The convergence rate depends only weakly on the number of labeled loci, so that even large numbers of loci can be identified with high fidelity by tracking them across about eight independent chromatin configurations. In the case of two distinct labels that alternate along the chromatin polymer, we find that the probability of the correct assignment converges faster than for same-labeled loci, requiring observation of fewer independent chromatin configurations to establish loci identities. Finally, for a modified Rouse model polymer, which realizes a population of dynamic loops, we find that the success probability also converges to unity exponentially as the number of observed loci configurations increases, albeit slightly more slowly than for a classical Rouse model polymer. Altogether, these results establish particle tracking of multiple identically or alternately labeled loci over time as a feasible way to infer temporal dynamics of the coarse-grained configuration of the chromatin polymer in individual living cells.

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来源期刊
Biophysical journal
Biophysical journal 生物-生物物理
CiteScore
6.10
自引率
5.90%
发文量
3090
审稿时长
2 months
期刊介绍: BJ publishes original articles, letters, and perspectives on important problems in modern biophysics. The papers should be written so as to be of interest to a broad community of biophysicists. BJ welcomes experimental studies that employ quantitative physical approaches for the study of biological systems, including or spanning scales from molecule to whole organism. Experimental studies of a purely descriptive or phenomenological nature, with no theoretical or mechanistic underpinning, are not appropriate for publication in BJ. Theoretical studies should offer new insights into the understanding ofexperimental results or suggest new experimentally testable hypotheses. Articles reporting significant methodological or technological advances, which have potential to open new areas of biophysical investigation, are also suitable for publication in BJ. Papers describing improvements in accuracy or speed of existing methods or extra detail within methods described previously are not suitable for BJ.
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