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Measuring the size and growth of single cells. 测量单细胞的大小和生长情况。
Pub Date : 2022-06-30 DOI: 10.52601/bpr.2022.210036
An Gong, Mingwei Min

The size and growth of a cell can be described by three related physical parameters: volume, density and mass. All the three are coupled to numerous biochemical reactions and biophysical properties of a cell. It is therefore not surprising that cell size and growth pattern are tightly regulated across all kingdoms of life. Indeed, deregulation of cell size and growth has been found to be associated with diseases. Yet, how cells regulate their size and how cell size connects to cell function remain poorly understood, partly due to the difficulties to precisely measure the size and growth of single cells. In this review, we summarize methods of measuring cell volume, density, and mass, and discuss how the new technologies may advance our understanding of cell size control.

细胞的大小和生长可以用三个相关的物理参数来描述:体积、密度和质量。这三者都与细胞的许多生化反应和生物物理特性相关联。因此,在所有生命王国中,细胞大小和生长模式都受到严格调节,这并不奇怪。事实上,已经发现细胞大小和生长的失调与疾病有关。然而,细胞如何调节其大小以及细胞大小如何与细胞功能相关联仍然知之甚少,部分原因是难以精确测量单个细胞的大小和生长。在这篇综述中,我们总结了测量细胞体积、密度和质量的方法,并讨论了新技术如何促进我们对细胞大小控制的理解。
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引用次数: 0
Spatial transcriptomics: new dimension of understanding biological complexity. 空间转录组学:理解生物复杂性的新维度。
Pub Date : 2022-06-30 DOI: 10.52601/bpr.2021.210037
Zhuxia Li, Guangdun Peng

Cells and tissues are exquisitely organized in a complex but ordered manner to form organs and bodies so that individuals can function properly. The spatial organization and tissue architecture represent a keynote property underneath all living organisms. Molecular architecture and cellular composition within intact tissues play a vital role in a variety of biological processes, such as forming the complicated tissue functionality, precise regulation of cell transition in all living activities, consolidation of central nervous system, cellular responses to immunological and pathological cues. To explore these biological events at a large scale and fine resolution, a genome-wide understanding of spatial cellular changes is essential. However, previous bulk RNA sequencing and single-cell RNA sequencing technologies could not obtain the important spatial information of tissues and cells, despite their ability to detect high content transcriptional changes. These limitations have prompted the development of numerous spatially resolved technologies which provide a new dimension to interrogate the regional gene expression, cellular microenvironment, anatomical heterogeneity and cell-cell interactions. Since the advent of spatial transcriptomics, related works that use these technologies have increased rapidly, and new methods with higher throughput and resolution have grown quickly, all of which hold great promise to accelerate new discoveries in understanding the biological complexity. In this review, we briefly discussed the historical evolution of spatially resolved transcriptome. We broadly surveyed the representative methods. Furthermore, we summarized the general computational analysis pipeline for the spatial gene expression data. Finally, we proposed perspectives for technological development of spatial multi-omics.

细胞和组织以复杂而有序的方式精心组织,形成器官和身体,使个体能够正常运作。空间组织和组织结构是所有生物的基本属性。完整组织内的分子结构和细胞组成在多种生物过程中起着至关重要的作用,例如形成复杂的组织功能,在所有生命活动中精确调节细胞转变,中枢神经系统的巩固,细胞对免疫和病理信号的反应。为了在大尺度和精细分辨率上探索这些生物事件,对空间细胞变化的全基因组理解是必不可少的。然而,以往的大体积RNA测序和单细胞RNA测序技术虽然能够检测到高含量的转录变化,但却无法获得组织和细胞的重要空间信息。这些限制促使了许多空间分辨率技术的发展,这些技术为研究区域基因表达、细胞微环境、解剖异质性和细胞-细胞相互作用提供了一个新的维度。自空间转录组学出现以来,使用这些技术的相关工作迅速增加,具有更高通量和分辨率的新方法迅速发展,所有这些都为加速理解生物复杂性的新发现提供了巨大的希望。在这篇综述中,我们简要讨论了空间分解转录组的历史演变。我们对有代表性的方法进行了广泛的调查。此外,我们还总结了空间基因表达数据的一般计算分析管道。最后,对空间多组学的技术发展前景进行了展望。
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引用次数: 2
Practical bioinformatics pipelines for single-cell RNA-seq data analysis. 用于单细胞RNA-seq数据分析的实用生物信息学管道。
Pub Date : 2022-06-30 DOI: 10.52601/bpr.2022.210041
Jiangping He, Lihui Lin, Jiekai Chen

Single-cell RNA sequencing (scRNA-seq) is a revolutionary tool to explore cells. With an increasing number of scRNA-seq data analysis tools that have been developed, it is challenging for users to choose and compare their performance. Here, we present an overview of the workflow for computational analysis of scRNA-seq data. We detail the steps of a typical scRNA-seq analysis, including experimental design, pre-processing and quality control, feature selection, dimensionality reduction, cell clustering and annotation, and downstream analysis including batch correction, trajectory inference and cell-cell communication. We provide guidelines according to our best practice. This review will be helpful for the experimentalists interested in analyzing their data, and will aid the users seeking to update their analysis pipelines.

单细胞RNA测序(scRNA-seq)是一种革命性的探索细胞的工具。随着越来越多的scRNA-seq数据分析工具被开发出来,用户选择和比较它们的性能是一个挑战。在这里,我们概述了scRNA-seq数据计算分析的工作流程。我们详细介绍了典型scRNA-seq分析的步骤,包括实验设计、预处理和质量控制、特征选择、降维、细胞聚类和注释,以及下游分析,包括批量校正、轨迹推断和细胞间通信。我们根据最佳实践提供指导方针。这篇综述将有助于对分析数据感兴趣的实验人员,并将帮助用户寻求更新他们的分析管道。
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引用次数: 2
Single-cell multi-omics sequencing and its applications in studying the nervous system. 单细胞多组学测序及其在神经系统研究中的应用。
Pub Date : 2022-06-30 DOI: 10.52601/bpr.2021.210031
Chaoyang Wang, Xiaoying Fan

Single-cell sequencing has become one of the most powerful and popular techniques in dissecting molecular heterogeneity and modeling the cellular architecture of a biological system. During the past twenty years, the throughput of single-cell sequencing has increased from hundreds of cells to over tens of thousands of cells in parallel. Moreover, this technology has been developed from sequencing transcriptome to measure different omics such as DNA methylome, chromatin accessibility, and so on. Currently, multi-omics which can analyze different omics in the same cell is rapidly advancing. This work advances the study of many biosystems, including the nervous system. Here, we review current single-cell multi-omics sequencing techniques and describe how they improve our understanding of the nervous system. Finally, we discuss the open scientific questions in neural research that may be answered through further improvement of single-cell multi-omics sequencing technology.

单细胞测序已成为剖析分子异质性和模拟生物系统细胞结构的最强大和最流行的技术之一。在过去的二十年里,单细胞测序的吞吐量已经从数百个细胞并行增加到数万个细胞。此外,这项技术已经从测序转录组发展到测量不同的组学,如DNA甲基组、染色质可及性等。目前,可以分析同一细胞中不同组学的多组学正在迅速发展。这项工作推进了包括神经系统在内的许多生物系统的研究。在这里,我们回顾了目前的单细胞多组学测序技术,并描述了它们如何提高我们对神经系统的理解。最后,我们讨论了神经研究中悬而未决的科学问题,这些问题可以通过进一步改进单细胞多组学测序技术来回答。
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引用次数: 0
Visualizing carboxyl-terminal domain of RNA polymerase II recruitment by FET fusion protein condensates with DNA curtains. 用FET融合蛋白凝聚体和DNA帷幕观察RNA聚合酶II募集的羧基末端结构域。
Pub Date : 2022-04-30 DOI: 10.52601/bpr.2022.210027
Linyu Zuo, Jiawei Ding, Zhi Qi

Many recent references show that living cells can form some membrane-less organelles by liquid-liquid phase separation (LLPS) of biomolecules, like proteins and nucleic acids. LLPS has been confirmed to link with many important biological functions in living cells, and one of the most important functions of biomolecular condensates is in the field of RNA transcription. Many studies confirm that mammalian RNA polymerase II (Pol II) molecules containing the CTD with different phosphorylation level are purposed to shuttle between initiation condensates and elongation condensates of RNA transcription. Traditional ensemble assays often experience difficulties in quantitively and directly recording the transient recruitment of Pol II CTD. Novel single-molecule approach - DNA curtains can be used to directly visualize biomolecular condensates formation and also recruitment of RNA polymerase II (Pol II) carboxyl-terminal domain (CTD) at the target sites in solution and in real time. This method can offer the potential for new insights into the mechanism of gene transcription. Here, we highlight the detailed protocol of DNA curtains method for studying LLPS.

最近的许多文献表明,活细胞可以通过液-液相分离(LLPS)形成一些无膜细胞器,如蛋白质和核酸。LLPS已被证实与活细胞中许多重要的生物学功能有关,其中生物分子凝聚物最重要的功能之一就是RNA转录。许多研究证实,哺乳动物RNA聚合酶II (Pol II)分子含有不同磷酸化水平的CTD,其目的是在RNA转录的起始凝聚体和延伸凝聚体之间穿梭。传统的系综分析在定量和直接记录Pol II CTD的瞬态招募方面经常遇到困难。新的单分子方法- DNA幕可用于直接可视化生物分子凝聚物的形成和RNA聚合酶II (Pol II)羧基末端结构域(CTD)在溶液中靶点的实时募集。这种方法可以为基因转录的机制提供新的见解。本文重点介绍了DNA帷幕法研究LLPS的详细方案。
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引用次数: 0
Driving force of biomolecular liquid-liquid phase separation probed by nuclear magnetic resonance spectroscopy. 核磁共振波谱法探测生物分子液-液相分离驱动力。
Pub Date : 2022-04-30 DOI: 10.52601/bpr.2022.210034
Hanyu Zhang, Weiwei Fan, Gilbert Nshogoza, Yaqian Liu, Jia Gao, Jihui Wu, Yunyu Shi, Xiaoming Tu, Jiahai Zhang, Ke Ruan

The assembly of biomolecular condensates is driven by liquid-liquid phase separation. To understand the structure and functions of these condensates, it is essential to characterize the underlying driving forces, e.g., protein-protein and protein-RNA interactions. As both structured and low-complexity domains are involved in the phase separation process, NMR is probably the only technique that can be used to depict the binding topology and interaction modes for the structured and nonstructured domains simultaneously. Atomic-resolution analysis for the intramolecular and intermolecular interactions between any pair of components sheds light on the mechanism for phase separation and biomolecular condensate assembly and disassembly. Herein, we describe the procedures used for the most extensively employed NMR techniques to characterize key interactions for biomolecular phase separation.

生物分子凝聚体的组装是由液-液相分离驱动的。为了了解这些凝聚物的结构和功能,有必要描述潜在的驱动力,例如蛋白质-蛋白质和蛋白质- rna相互作用。由于相分离过程涉及结构域和低复杂度域,因此核磁共振可能是唯一可以同时描述结构域和非结构域的结合拓扑和相互作用模式的技术。分子内和分子间相互作用的原子分辨率分析揭示了相分离和生物分子凝聚物组装和拆卸的机制。在这里,我们描述了用于最广泛使用的核磁共振技术来表征生物分子相分离的关键相互作用的程序。
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引用次数: 0
Principles of fluorescence correlation spectroscopy applied to studies of biomolecular liquid-liquid phase separation. 荧光相关光谱原理在生物分子液-液相分离研究中的应用。
Pub Date : 2022-04-30 DOI: 10.52601/bpr.2022.210047
Zhulou Wang, Huizhi Zhang, Lin Jian, Bo Ding, Keying Huang, Wolun Zhang, Qian Xiao, Shaohui Huang

Fluorescence correlation spectroscopy (FCS) investigates the temporal relationship of fluctuating fluorescence signals reflecting underlying molecular processes occurring in a solution sample or a single live cell. This review article introduces the principles of two basic and most used FCS techniques: fluorescence auto-correlation spectroscopy (FACS) and fluorescence cross-correlation spectroscopy (FCCS). Combined, FACS and FCCS techniques can quantitatively analyze multiple properties of molecule or nanoparticle samples, including molar concentration, diffusion coefficient and hydrodynamic radius, homo- or hetero-interaction, fluorescence brightness, etc. Not surprisingly, FCS techniques have long been used to investigate molecular mechanisms of biomolecular phase separation, first in the lipid bilayer and more recently in cell cytosol and nucleoplasm. The latter applications are especially exciting since a whole new class of membraneless cellular organelles have been discovered, which are proposed to be results of biomolecule liquid-liquid phase separation (LLPS). LLPS research can benefit significantly from the multifunctionality and single-molecule sensitivity of a variety of FCS techniques, particularly for live-cell studies. This review illustrates how FACS and FCCS techniques can be used to investigate multiple aspects of the molecular mechanisms of LLPS, and summarizes FCS applications to LLPS research in vivo and in vitro.

荧光相关光谱(FCS)研究反映溶液样品或单个活细胞中发生的潜在分子过程的波动荧光信号的时间关系。本文介绍了荧光自相关光谱(FACS)和荧光互相关光谱(FCCS)这两种最基本和最常用的荧光光谱分析技术的原理。结合FACS和FCCS技术,可以定量分析分子或纳米颗粒样品的多种性质,包括摩尔浓度、扩散系数和流体动力半径、同质或异质相互作用、荧光亮度等。毫不奇怪,FCS技术长期以来一直用于研究生物分子相分离的分子机制,首先是在脂质双分子层中,最近是在细胞质和核质中。后一种应用尤其令人兴奋,因为已经发现了一类全新的无膜细胞器,这些细胞器被认为是生物分子液-液相分离(LLPS)的结果。LLPS研究可以显著受益于各种FCS技术的多功能性和单分子敏感性,特别是在活细胞研究中。本文综述了FACS和FCCS技术如何用于研究LLPS分子机制的多个方面,并总结了FCS在LLPS体内和体外研究中的应用。
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引用次数: 2
Theoretical modelling of liquid-liquid phase separation: from particle-based to field-based simulation. 液-液相分离的理论建模:从基于颗粒的模拟到基于场的模拟。
Pub Date : 2022-04-30 DOI: 10.52601/bpr.2022.210029
Lin-Ge Li, Zhonghuai Hou

Liquid-liquid phase separation (LLPS) has proved to be ubiquitous in living cells, forming membraneless organelles (MLOs) and dynamic condensations essential in physiological processes. However, some underlying mechanisms remain challenging to unravel experimentally, making theoretical modeling an indispensable aspect. Here we present a protocol for understanding LLPS from fundamental physics to detailed modeling procedures. The protocol involves a comprehensive physical picture on selecting suitable theoretical approaches, as well as how and what to interpret and resolve from the results. On the particle-based level, we elaborate on coarse-grained simulation procedures from building up models, identifying crucial interactions to running simulations to obtain phase diagrams and other concerned properties. We also outline field-based theories which give the system's density profile to determine phase diagrams and provide dynamic properties by studying the time evolution of density field, enabling us to characterize LLPS systems with larger time and length scales and to further include other nonequilibrium factors such as chemical reactions.

液-液相分离(LLPS)已被证明在活细胞中普遍存在,形成生理过程中必不可少的无膜细胞器(MLOs)和动态凝聚。然而,一些潜在的机制在实验上仍然具有挑战性,使理论建模成为不可或缺的方面。在这里,我们提出了从基础物理到详细建模过程的理解LLPS的协议。该方案涉及选择合适的理论方法的全面物理图像,以及如何以及如何解释和解决结果。在基于粒子的层面上,我们详细阐述了从建立模型、识别关键交互到运行模拟以获得相图和其他相关属性的粗粒度模拟过程。我们还概述了基于场的理论,该理论给出了系统的密度分布,以确定相图,并通过研究密度场的时间演化提供了动态特性,使我们能够在更大的时间和长度尺度上表征LLPS系统,并进一步包括其他非平衡因素,如化学反应。
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引用次数: 1
Measuring the elasticity of liquid-liquid phase separation droplets with biomembrane force probe. 用生物膜力探针测量液液相分离液滴的弹性。
Pub Date : 2022-04-30 DOI: 10.52601/bpr.2022.210038
Min Sun, Hui Chen, Qinghua Ji, Jianhui Xiao, Yanzhe Hou, Jizhong Lou

Numerous biomacromolecules undergo liquid-liquid phase separation (LLPS) inside living cells and LLPS plays important roles in their functions. The droplets formed by LLPS molecules are complex fluids and their behavior follows fluid mechanics, thus studies on rheological and material properties are required to gain full insight into the biophysical mechanism of these droplets. Biophysical force spectroscopy techniques are particularly useful in this aspect. Indeed, atomic force microscopy and optical tweezers have been used to quantify the elasticity and the viscoelasticity of LLPS droplets. The Biomembrane Force Probe (BFP) is a single-molecule technique designed to investigate liquid-like objects and is more suitable to quantify the material properties of LLPS droplets, but its usage on LLPS droplets is not yet described. Here we present an experimental protocol to measure the Young's modulus of LLPS droplets using BFP, we believe that the application of BFP on phase separation studies can be expanded and will be very helpful in deciphering the underlying principles of LLPS.

许多生物大分子在活细胞内发生液-液相分离(LLPS), LLPS在生物大分子的功能中起着重要作用。LLPS分子形成的液滴是复杂流体,其行为遵循流体力学,因此需要对液滴的流变学和材料性质进行研究,以充分了解这些液滴的生物物理机制。生物物理力谱技术在这方面特别有用。事实上,原子力显微镜和光学镊子已经被用来量化LLPS液滴的弹性和粘弹性。生物膜力探针(Biomembrane Force Probe, BFP)是一种单分子技术,旨在研究类液体物体,更适合量化LLPS液滴的材料特性,但其在LLPS液滴上的应用尚未描述。在这里,我们提出了一种使用BFP测量LLPS液滴杨氏模量的实验方案,我们相信BFP在相分离研究中的应用可以得到扩展,并将有助于解读LLPS的基本原理。
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引用次数: 1
Cellular and animal models to investigate pathogenesis of amyloid aggregation in neurodegenerative diseases. 研究神经退行性疾病中淀粉样蛋白聚集的细胞和动物模型。
Pub Date : 2022-02-28 DOI: 10.52601/bpr.2022.210033
Houfang Long, Shuyi Zeng, Dan Li

Abnormal aggregation of amyloid proteins, e.g. amyloid β (Aβ), Tau and α-synuclein (α-syn), is closely associated with a variety of neurodegenerative diseases such as Alzheimer's disease (AD) and Parkinson's disease (PD). Cellular and animal models are useful to explore the neuropathology of amyloid aggregates in disease initiation and progression. In this protocol, we describe detailed procedures for how to establish neuronal and PD mouse models to evaluate amyloid pathologies including self-propagation, cell-to-cell transmission, neurotoxicity, and impact on mouse motor and cognitive functions. We use α-syn, a key pathogenic protein in PD, as an example to demonstrate the application of the protocol, while it can be used to investigate the pathologies of other amyloid proteins as well. The established disease models are also useful to assess the activities of drug candidates for therapeutics of neurodegenerative diseases.

淀粉样蛋白如β淀粉样蛋白(a β)、Tau蛋白和α-突触核蛋白(α-syn)的异常聚集与阿尔茨海默病(AD)、帕金森病(PD)等多种神经退行性疾病密切相关。细胞和动物模型有助于探索淀粉样蛋白聚集在疾病发生和发展中的神经病理学。在本协议中,我们详细描述了如何建立神经元和PD小鼠模型来评估淀粉样蛋白病理,包括自我繁殖,细胞间传递,神经毒性以及对小鼠运动和认知功能的影响。我们以PD的关键致病蛋白α-syn为例,展示了该方案的应用,同时也可用于研究其他淀粉样蛋白的病理。建立的疾病模型也有助于评估神经退行性疾病治疗候选药物的活性。
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引用次数: 1
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生物物理学报:英文版
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