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异质生物膜通过波动扩散率调节蛋白质分配。

Heterogeneous biological membranes regulate protein partitioning via fluctuating diffusivity.

作者信息

Sakamoto Ken, Akimoto Takuma, Muramatsu Mayu, Sansom Mark S P, Metzler Ralf, Yamamoto Eiji

机构信息

Department of System Design Engineering, Keio University, Yokohama, Kanagawa 223-8522, Japan.

Department of Physics, Tokyo University of Science, Noda, Chiba 278-8510, Japan.

出版信息

PNAS Nexus. 2023 Aug 3;2(8):pgad258. doi: 10.1093/pnasnexus/pgad258. eCollection 2023 Aug.

DOI:10.1093/pnasnexus/pgad258
PMID:37593200
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10427746/
Abstract

Cell membranes phase separate into ordered and disordered domains depending on their compositions. This membrane compartmentalization is heterogeneous and regulates the localization of specific proteins related to cell signaling and trafficking. However, it is unclear how the heterogeneity of the membranes affects the diffusion and localization of proteins in and domains. Here, using Langevin dynamics simulations coupled with the phase-field (LDPF) method, we investigate several tens of milliseconds-scale diffusion and localization of proteins in heterogeneous biological membrane models showing phase separation into and domains. The diffusivity of proteins exhibits temporal fluctuations depending on the field composition. Increases in molecular concentrations and domain preference of the molecule induce subdiffusive behavior due to molecular collisions by crowding and confinement effects, respectively. Moreover, we quantitatively demonstrate that the protein partitioning into the domain is determined by the difference in molecular diffusivity between domains, molecular preference of domain, and molecular concentration. These results pave the way for understanding how biological reactions caused by molecular partitioning may be controlled in heterogeneous media. Moreover, the methodology proposed here is applicable not only to biological membrane systems but also to the study of diffusion and localization phenomena of molecules in various heterogeneous systems.

摘要

细胞膜根据其组成相分离为有序和无序区域。这种膜区室化是异质的,并调节与细胞信号传导和运输相关的特定蛋白质的定位。然而,尚不清楚膜的异质性如何影响蛋白质在有序和无序区域中的扩散和定位。在这里,我们使用结合相场的朗之万动力学模拟(LDPF)方法,研究了在显示相分离为有序和无序区域的异质生物膜模型中蛋白质几十毫秒尺度的扩散和定位。蛋白质的扩散率表现出随场组成的时间波动。分子浓度的增加和分子对区域的偏好分别由于拥挤和限制效应引起的分子碰撞而导致亚扩散行为。此外,我们定量证明蛋白质在有序区域中的分配由区域间分子扩散率的差异、分子对区域的偏好和分子浓度决定。这些结果为理解分子分配引起的生物反应如何在异质介质中得到控制铺平了道路。此外,这里提出的方法不仅适用于生物膜系统,也适用于研究各种异质系统中分子的扩散和定位现象。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/06da858c1555/pgad258f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/e36262ba9a75/pgad258f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/233622b9f32f/pgad258f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/761e3049364c/pgad258f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/3e98711e2ef2/pgad258f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/b48d2423c63e/pgad258f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/06da858c1555/pgad258f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/e36262ba9a75/pgad258f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/233622b9f32f/pgad258f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/761e3049364c/pgad258f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/3e98711e2ef2/pgad258f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/b48d2423c63e/pgad258f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36b/10427746/06da858c1555/pgad258f6.jpg

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Bayesian deep learning for error estimation in the analysis of anomalous diffusion.贝叶斯深度学习在异常扩散分析中的误差估计。
Nat Commun. 2022 Nov 7;13(1):6717. doi: 10.1038/s41467-022-34305-6.
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Regulation of membrane protein structure and function by their lipid nano-environment.膜蛋白结构和功能的脂质纳米环境调节。
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Heterogeneous nanoscopic lipid diffusion in the live cell membrane and its dependency on cholesterol.活细胞膜中异质纳米尺度脂质扩散及其对胆固醇的依赖性。
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Non-Gaussian, transiently anomalous, and ergodic self-diffusion of flexible dumbbells in crowded two-dimensional environments: Coupled translational and rotational motions.柔性哑铃在拥挤二维环境中的非高斯、瞬态反常和遍历性自扩散:平移与旋转运动的耦合
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Objective comparison of methods to decode anomalous diffusion.解码反常扩散方法的客观比较
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Convergence to a Gaussian by Narrowing of Central Peak in Brownian yet Non-Gaussian Diffusion in Disordered Environments.在无序环境中布朗扩散但非高斯扩散时,通过中心峰变窄达到高斯分布。
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