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利用空间滤波和时空图像相关光谱法对活细胞中叠加的蛋白质流动动力学进行定量分析。

Quantifying superimposed protein flow dynamics in live cells using spatial filtering and spatiotemporal image correlation spectroscopy.

作者信息

Migueles-Ramírez Rodrigo A, Cambi Alessandra, Hayer Arnold, Wiseman Paul W, van den Dries Koen

机构信息

Department of Quantitative Life Sciences, McGill University, Montreal, Quebec, Canada.

Department of Chemistry, McGill University, Montreal, Quebec, Canada.

出版信息

J Microsc. 2025 May;298(2):204-218. doi: 10.1111/jmi.13342. Epub 2024 Jul 4.

DOI:10.1111/jmi.13342
PMID:38963095
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11987581/
Abstract

Flow or collective movement is a frequently observed phenomenon for many cellular components including the cytoskeletal proteins actin and myosin. To study protein flow in living cells, we and others have previously used spatiotemporal image correlation spectroscopy (STICS) analysis on fluorescence microscopy image time series. Yet, in cells, multiple protein flows often occur simultaneously on different scales resulting in superimposed fluorescence intensity fluctuations that are challenging to separate using STICS. Here, we exploited the characteristic that distinct protein flows often occur at different spatial scales present in the image series to disentangle superimposed protein flow dynamics. We employed a newly developed and an established spatial filtering algorithm to alternatively accentuate or attenuate local image intensity heterogeneity across different spatial scales. Subsequently, we analysed the spatially filtered time series with STICS, allowing the quantification of two distinct superimposed flows within the image time series. As a proof of principle of our analysis approach, we used simulated fluorescence intensity fluctuations as well as time series of nonmuscle myosin II in endothelial cells and actin-based podosomes in dendritic cells and revealed simultaneously occurring contiguous and noncontiguous flow dynamics in each of these systems. Altogether, this work extends the application of STICS for the quantification of multiple protein flow dynamics in complex biological systems including the actomyosin cytoskeleton.

摘要

流动或集体运动是包括细胞骨架蛋白肌动蛋白和肌球蛋白在内的许多细胞成分中经常观察到的现象。为了研究活细胞中的蛋白质流动,我们和其他人之前在荧光显微镜图像时间序列上使用了时空图像相关光谱(STICS)分析。然而,在细胞中,多种蛋白质流动通常会在不同尺度上同时发生,导致荧光强度波动叠加,使用STICS分离这些波动具有挑战性。在这里,我们利用图像序列中不同蛋白质流动通常发生在不同空间尺度上的特征来解开叠加的蛋白质流动动力学。我们采用了一种新开发的和一种已建立的空间滤波算法,交替增强或减弱不同空间尺度上的局部图像强度异质性。随后,我们用STICS分析了空间滤波后的时间序列,从而能够量化图像时间序列内两种不同的叠加流动。作为我们分析方法原理的证明,我们使用了模拟荧光强度波动以及内皮细胞中非肌肉肌球蛋白II和树突状细胞中基于肌动蛋白的足体的时间序列,并揭示了这些系统中每个系统同时发生的连续和非连续流动动力学。总之,这项工作扩展了STICS在量化包括肌动球蛋白细胞骨架在内的复杂生物系统中多种蛋白质流动动力学方面的应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bef1/11987581/6dec3edd8aa0/JMI-298-204-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bef1/11987581/2d61f2f9cc01/JMI-298-204-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bef1/11987581/96c68a528c04/JMI-298-204-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bef1/11987581/24b46f7154fc/JMI-298-204-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bef1/11987581/0921951c225b/JMI-298-204-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bef1/11987581/6dec3edd8aa0/JMI-298-204-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bef1/11987581/2d61f2f9cc01/JMI-298-204-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bef1/11987581/96c68a528c04/JMI-298-204-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bef1/11987581/24b46f7154fc/JMI-298-204-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bef1/11987581/0921951c225b/JMI-298-204-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bef1/11987581/6dec3edd8aa0/JMI-298-204-g005.jpg

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本文引用的文献

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Mechanisms and roles of podosomes and invadopodia.足体和侵袭性伪足的机制与作用
Nat Rev Mol Cell Biol. 2023 Feb;24(2):86-106. doi: 10.1038/s41580-022-00530-6. Epub 2022 Sep 14.
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Modular actin nano-architecture enables podosome protrusion and mechanosensing.模块化肌动蛋白纳米结构可实现足突伸出和机械感知。
Nat Commun. 2019 Nov 15;10(1):5171. doi: 10.1038/s41467-019-13123-3.
4
Live-Cell Super-resolution Reveals F-Actin and Plasma Membrane Dynamics at the T Cell Synapse.活细胞超分辨率成像揭示T细胞突触处的F-肌动蛋白和质膜动力学
Biophys J. 2017 Apr 25;112(8):1703-1713. doi: 10.1016/j.bpj.2017.01.038.
5
Actin dynamics and competition for myosin monomer govern the sequential amplification of myosin filaments.肌动蛋白动力学和对肌球蛋白单体的竞争决定了肌球蛋白丝的顺序放大。
Nat Cell Biol. 2017 Feb;19(2):85-93. doi: 10.1038/ncb3463. Epub 2017 Jan 23.
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Long-range self-organization of cytoskeletal myosin II filament stacks.细胞骨架肌球蛋白 II 纤维束的远程自组织。
Nat Cell Biol. 2017 Feb;19(2):133-141. doi: 10.1038/ncb3466. Epub 2017 Jan 23.
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Engulfed cadherin fingers are polarized junctional structures between collectively migrating endothelial cells.被吞噬的钙黏蛋白指状结构是集体迁移的内皮细胞之间的极化连接结构。
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