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Biophysical characterization of high-confidence, small human proteins. 高可信度小型人类蛋白质的生物物理特征。
IF 2.7 Q3 BIOPHYSICS Pub Date : 2024-09-11 Epub Date: 2024-06-22 DOI: 10.1016/j.bpr.2024.100167
A M Whited, Irwin Jungreis, Jeffre Allen, Christina L Cleveland, Jonathan M Mudge, Manolis Kellis, John L Rinn, Loren E Hough

Significant efforts have been made to characterize the biophysical properties of proteins. Small proteins have received less attention because their annotation has historically been less reliable. However, recent improvements in sequencing, proteomics, and bioinformatics techniques have led to the high-confidence annotation of small open reading frames (smORFs) that encode for functional proteins, producing smORF-encoded proteins (SEPs). SEPs have been found to perform critical functions in several species, including humans. While significant efforts have been made to annotate SEPs, less attention has been given to the biophysical properties of these proteins. We characterized the distributions of predicted and curated biophysical properties, including sequence composition, structure, localization, function, and disease association of a conservative list of previously identified human SEPs. We found significant differences between SEPs and both larger proteins and control sets. In addition, we provide an example of how our characterization of biophysical properties can contribute to distinguishing protein-coding smORFs from noncoding ones in otherwise ambiguous cases.

人们为描述蛋白质的生物物理特性做出了巨大努力。小分子蛋白质受到的关注较少,因为它们的注释历来不太可靠。然而,最近在测序、蛋白质组学和生物信息学技术方面取得的进展使得人们能够对编码功能蛋白质的小开放阅读框(smORF)进行高可信度的注释,从而产生了小开放阅读框编码蛋白质(SEPs)。研究发现,SEPs 在包括人类在内的多个物种中发挥着重要功能。虽然人们在注释 SEPs 方面做了大量工作,但对这些蛋白质的生物物理特性却关注较少。我们描述了预测的和策划的生物物理特性的分布情况,包括序列组成、结构、定位、功能和先前确定的人类 SEP 的保守列表中的疾病相关性。我们发现 SEP 与大型蛋白质和对照组之间存在明显差异。此外,我们还提供了一个例子,说明我们对生物物理特性的描述如何有助于在其他情况下将编码蛋白质的 smORF 与非编码的 smORF 区分开来。
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引用次数: 0
Estimation of the mass density of biological matter from refractive index measurements. 通过折射率测量估算生物物质的质量密度。
IF 2.4 Q3 BIOPHYSICS Pub Date : 2024-06-12 Epub Date: 2024-04-24 DOI: 10.1016/j.bpr.2024.100156
Conrad Möckel, Timon Beck, Sara Kaliman, Shada Abuhattum, Kyoohyun Kim, Julia Kolb, Daniel Wehner, Vasily Zaburdaev, Jochen Guck

The quantification of physical properties of biological matter gives rise to novel ways of understanding functional mechanisms. One of the basic biophysical properties is the mass density (MD). It affects the dynamics in sub-cellular compartments and plays a major role in defining the opto-acoustical properties of cells and tissues. As such, the MD can be connected to the refractive index (RI) via the well known Lorentz-Lorenz relation, which takes into account the polarizability of matter. However, computing the MD based on RI measurements poses a challenge, as it requires detailed knowledge of the biochemical composition of the sample. Here we propose a methodology on how to account for assumptions about the biochemical composition of the sample and respective RI measurements. To this aim, we employ the Biot mixing rule of RIs alongside the assumption of volume additivity to find an approximate relation of MD and RI. We use Monte-Carlo simulations and Gaussian propagation of uncertainty to obtain approximate analytical solutions for the respective uncertainties of MD and RI. We validate this approach by applying it to a set of well-characterized complex mixtures given by bovine milk and intralipid emulsion and employ it to estimate the MD of living zebrafish (Danio rerio) larvae trunk tissue. Our results illustrate the importance of implementing this methodology not only for MD estimations but for many other related biophysical problems, such as mechanical measurements using Brillouin microscopy and transient optical coherence elastography.

对生物物质的物理特性进行量化,为了解功能机制提供了新的方法。质量密度(MD)是基本的生物物理特性之一。它影响亚细胞区的动态,在确定细胞和组织的光声特性方面发挥着重要作用。因此,质量密度可以通过众所周知的洛伦兹-洛伦兹关系与折射率(RI)联系起来,该关系考虑了物质的极化性。然而,根据 RI 测量值计算 MD 是一项挑战,因为这需要详细了解样品的生化成分。在此,我们提出了一种方法,说明如何考虑样品的生化成分假设和各自的 RI 测量。为此,我们采用了 RIs 的 Biot 混合规则和体积相加假设,以找到 MD 和 RI 的近似关系。我们使用蒙特卡洛模拟和高斯不确定性传播来获得 MD 和 RI 各自不确定性的近似分析解。我们将这种方法应用于一组由牛乳和内脂质乳液组成的特性良好的复杂混合物,从而验证了这种方法,并将其用于估计活体斑马鱼(Danio rerio)幼体躯干组织的 MD。我们的研究结果表明,采用这种方法不仅对估计 MD 很重要,而且对许多其他相关的生物物理问题也很重要,例如使用布里渊显微镜和瞬态光学相干弹性成像进行机械测量。
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引用次数: 0
Philament: A filament tracking program to quickly and accurately analyze in vitro motility assays. Philament:丝状物跟踪程序,用于快速准确地分析体外运动试验。
IF 2.7 Q3 BIOPHYSICS Pub Date : 2024-01-30 eCollection Date: 2024-03-13 DOI: 10.1016/j.bpr.2024.100147
Ryan M Bowser, Gerrie P Farman, Carol C Gregorio

In vitro motility (IVM) assays allow for the examination of the basic interaction between cytoskeletal filaments with molecular motors and the influence many physiological factors have on this interaction. Examples of factors that can be studied include changes in ADP and pH that emulate fatigue, altered phosphorylation that can occur with disease, and mutations within myofilament proteins that cause disease. While IVM assays can be analyzed manually, the main limitation is the ability to extract accurate data rapidly from videos collected without individual bias. While programs have been created in the past to enable data extraction, many are now out of date or require the use of proprietary software. Here, we report the generation of a Python-based tracking program, Philament, which automatically extracts data on instantaneous and average velocities, and allows for fully automated analysis of IVM recordings. The data generated are presented in an easily accessible spreadsheet-based, comma-separated values file. Philament also contains a novel method of quantifying the smoothness of filament motion. By fitting curves to standard deviations of velocity and average velocities, the influence of different experimental conditions can be compared relative to one another. This comparison provides a qualitative measure of protein interactions where steeper slopes indicate more unstable interactions and shallower slopes indicate more stable interactions within the myofilament. Overall, Philament's automation of IVM analysis provides easier entry into the field of cardiovascular mechanics and enables users to create a truly high-throughput experimental data analysis.

体外运动(IVM)试验可以检验细胞骨架丝与分子马达之间的基本相互作用,以及许多生理因素对这种相互作用的影响。可研究的因素包括模拟疲劳的 ADP 和 pH 变化、疾病可能导致的磷酸化改变以及导致疾病的肌丝蛋白突变。虽然 IVM 检测可进行人工分析,但其主要局限性在于无法从收集到的视频中快速提取准确的数据,而不会产生个人偏见。虽然过去曾开发过一些程序来实现数据提取,但现在许多程序已经过时,或者需要使用专有软件。在此,我们报告了基于 Python 的跟踪程序 Philament 的生成情况,该程序可自动提取瞬时速度和平均速度数据,并可对 IVM 记录进行全自动分析。生成的数据以易于访问的基于电子表格的逗号分隔值文件形式呈现。Philament 还包含一种量化丝状运动平滑度的新方法。通过拟合速度和平均速度的标准偏差曲线,可以比较不同实验条件对彼此的影响。这种比较提供了蛋白质相互作用的定性衡量标准,斜率越陡表示相互作用越不稳定,斜率越浅表示肌丝内的相互作用越稳定。总之,Philament 的 IVM 自动化分析为进入心血管力学领域提供了便利,使用户能够创建真正的高通量实验数据分析。
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引用次数: 0
Thank you to our reviewers. 感谢我们的评论员。
Q3 BIOPHYSICS Pub Date : 2023-12-03 eCollection Date: 2023-12-13 DOI: 10.1016/j.bpr.2023.100136
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引用次数: 0
Phasor Identifier: A Cloud-based Analysis of Phasor-FLIM Data on Python Notebooks 相量标识符:基于云的Python笔记本相量胶片数据分析
Q3 BIOPHYSICS Pub Date : 2023-11-01 DOI: 10.1016/j.bpr.2023.100135
Mario Bernardi, Francesco Cardarelli
This paper introduces an innovative approach utilizing Google Colaboratory (Colab) for the versatile analysis of phasor Fluorescence Lifetime Imaging Microscopy (FLIM) data collected from various samples (e.g., cuvette, cells, tissues) and in various input file formats. In fact, phasor-FLIM widespread adoption has been hampered by complex instrumentation and data analysis requirements. We mean to make advanced FLIM analysis more accessible to researchers through a cloud-based solution that i) harnesses robust computational resources, ii) eliminates hardware limitations, iii) supports both CPU and GPU processing, We envision a paradigm shift in FLIM data accessibility and potential, aligning with the evolving field of AI-driven FLIM analysis. This approach simplifies FLIM data handling and opens doors for diverse applications, from studying cellular metabolism to investigating drug encapsulation, benefiting researchers across multiple domains. The comparative analysis of freely distributed FLIM tools highlights the unique advantages of this approach in terms of adaptability, scalability, and open-source nature.
本文介绍了一种利用谷歌协作实验室(Colab)的创新方法,用于从各种样品(例如,试管,细胞,组织)和各种输入文件格式收集的相量荧光寿命成像显微镜(FLIM)数据的多功能分析。事实上,相位flim的广泛采用受到复杂仪器和数据分析需求的阻碍。我们的目的是通过基于云的解决方案,使研究人员更容易获得先进的FLIM分析,i)利用强大的计算资源,ii)消除硬件限制,iii)支持CPU和GPU处理。我们设想FLIM数据可访问性和潜力的范式转变,与人工智能驱动的FLIM分析领域保持一致。这种方法简化了FLIM数据处理,并为从研究细胞代谢到研究药物封装的各种应用打开了大门,使多个领域的研究人员受益。通过对自由分发的FLIM工具的比较分析,突出了这种方法在适应性、可伸缩性和开源性质方面的独特优势。
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引用次数: 0
Trustworthy in silico Cell Labeling via Ensemble-based Image Translation 可信赖的基于集成的图像翻译的硅细胞标记
Q3 BIOPHYSICS Pub Date : 2023-10-01 DOI: 10.1016/j.bpr.2023.100133
Sara Imboden, Xuanqing Liu, Marie C. Payne, Cho-Jui Hsieh, Neil Y.C. Lin
Artificial Intelligence (AI) image translation has been a valuable tool for processing image data in biological and medical research. To apply such a tool in mission-critical applications including drug screening, toxicity study, and clinical diagnostics, it is essential to ensure that the AI prediction is trustworthy. Here, we demonstrated that an ensemble learning method can quantify the uncertainty of AI image translation. We tested the uncertainty evaluation using experimentally acquired images of mesenchymal stromal cells (MSCs). We found that the ensemble method reports a prediction standard deviation that correlates with the prediction error, estimating the prediction uncertainty. We showed that this uncertainty is in agreement with the prediction error and Pearson correlation coefficient. We further showed that the ensemble method can detect out-of-distribution input images by reporting increased uncertainty. Altogether, these results suggest that the ensemble-estimated uncertainty can be a useful indicator for identifying erroneous AI image translations.
人工智能(AI)图像翻译已成为生物和医学研究中处理图像数据的重要工具。要将这种工具应用于关键任务应用,包括药物筛选、毒性研究和临床诊断,必须确保人工智能预测是值得信赖的。在这里,我们证明了一种集成学习方法可以量化人工智能图像翻译的不确定性。我们使用实验获得的间充质间质细胞(MSCs)图像来测试不确定度评估。我们发现集合方法报告了一个与预测误差相关的预测标准差,估计了预测的不确定性。我们发现这种不确定性与预测误差和Pearson相关系数是一致的。我们进一步表明,通过报告增加的不确定性,集成方法可以检测出超出分布的输入图像。总之,这些结果表明,集合估计的不确定性可以作为识别错误的人工智能图像翻译的有用指标。
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引用次数: 0
Thioflavin T indicates membrane potential in mammalian cells and can affect it in a blue light dependent manner. 硫黄素T指示哺乳动物细胞的膜电位,并以蓝光依赖的方式影响它。
Q3 BIOPHYSICS Pub Date : 2023-10-01 DOI: 10.1016/j.bpr.2023.100134
Emily Skates, Hadrien Delattre, Zoe Schofield, Munehiro Asally, Orkun S. Soyer
The fluorescent benzothiazole dye Thioflavin T (ThT) is widely used as a marker for protein aggregates, most commonly in the context of neurodegenerative disease research and diagnosis. Recently, this same dye was shown to indicate membrane potential in bacteria due to its cationic nature. This finding prompted a question whether ThT fluorescence is linked to the membrane potential in mammalian cells, which would be important for appropriate utilisation of ThT in research and diagnosis. Here, we show that ThT localises into the mitochondria of HeLa cells in a membrane-potential dependent manner. Specifically, ThT colocalised in cells with the mitochondrial membrane-potential indicator Tetramethylrhodamine methyl ester (TMRM) and gave similar temporal responses as TMRM to treatment with a protonophore, carbonyl cyanide-4-(trifluoromethoxy) phenylhydrazone (FCCP). Additionally, we found that presence of ThT together with exposure to blue light (λ = 405 nm), but neither factor alone, caused depolarisation of mitochondrial membrane potential. This additive effect of the concentration and blue light was recapitulated by a mathematical model implementing the potential-dependent distribution of ThT and its effect on mitochondrial membrane potential through photosensitization. These results show that ThT can act as a mitochondrial membrane potential indicator in mammalian cells, when used at low concentrations and with low blue-light exposure. However, it causes dissipation of the mitochondrial membrane potential depending additively on its concentrations and blue light exposure. This conclusion motivates a re-evaluation of ThT’s use at micromolar range in live-cell analyses, and indicates that this dye can enable future studies on the potential connections between membrane potential dynamics and protein aggregation.
荧光苯并噻唑染料Thioflavin T (ThT)被广泛用作蛋白质聚集物的标记物,最常用于神经退行性疾病的研究和诊断。最近,由于其阳离子性质,这种染料被证明可以指示细菌的膜电位。这一发现引发了一个问题,即ThT荧光是否与哺乳动物细胞的膜电位有关,这对于在研究和诊断中适当利用ThT是重要的。在这里,我们发现ThT以膜电位依赖的方式定位到HeLa细胞的线粒体中。具体来说,ThT在线粒体膜电位指示剂四甲基罗丹明甲酯(TMRM)的细胞中共定位,并且对质子载体羰基氰化物-4-(三氟甲氧基)苯腙(FCCP)的处理具有与TMRM相似的时间反应。此外,我们发现ThT的存在和蓝光(λ = 405 nm)的暴露,但这两个因素都不能单独引起线粒体膜电位的去极化。ThT的电位依赖性分布及其通过光敏作用对线粒体膜电位的影响的数学模型概括了ThT浓度和蓝光的叠加效应。这些结果表明,在低浓度和低蓝光照射下,ThT可以在哺乳动物细胞中作为线粒体膜电位指示物。然而,它会引起线粒体膜电位的耗散,这主要取决于它的浓度和蓝光照射。这一结论促使人们重新评估ThT在微摩尔范围内在活细胞分析中的应用,并表明这种染料可以使未来研究膜电位动力学和蛋白质聚集之间的潜在联系成为可能。
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引用次数: 2
Establishing Riboglow-FLIM to visualize noncoding RNAs inside live zebrafish embryos. 建立Riboglow FLIM以可视化活斑马鱼胚胎内的非编码RNA。
Q3 BIOPHYSICS Pub Date : 2023-09-26 eCollection Date: 2023-12-13 DOI: 10.1016/j.bpr.2023.100132
Nadia Sarfraz, Harrison J Lee, Morgan K Rice, Emilia Moscoso, Luke K Shafik, Eric Glasgow, Suman Ranjit, Ben J Lambeck, Esther Braselmann

The central role of RNAs in health and disease calls for robust tools to visualize RNAs in living systems through fluorescence microscopy. Live zebrafish embryos are a popular system to investigate multicellular complexity as disease models. However, RNA visualization approaches in whole organisms are notably underdeveloped. Here, we establish our RNA tagging and imaging platform Riboglow-FLIM for complex cellular imaging applications by systematically evaluating FLIM capabilities. We use adherent mammalian cells as models for RNA visualization. Additional complexity of analyzing RNAs in whole mammalian animals is achieved by injecting these cells into a zebrafish embryo system for cell-by-cell analysis in this model of multicellularity. We first evaluate all variable elements of Riboglow-FLIM quantitatively before assessing optimal use in whole animals. In this way, we demonstrate that a model noncoding RNA can be detected robustly and quantitatively inside live zebrafish embryos using a far-red Cy5-based variant of the Riboglow platform. We can clearly resolve cell-to-cell heterogeneity of different RNA populations by this methodology, promising applicability in diverse fields.

RNA在健康和疾病中的核心作用需要强大的工具来通过荧光显微镜观察生命系统中的RNA。活斑马鱼胚胎是研究多细胞复杂性作为疾病模型的流行系统。然而,在整个生物体中的RNA可视化方法明显不发达。在这里,我们通过系统评估FLIM的能力,为复杂的细胞成像应用建立了我们的RNA标记和成像平台Riboglow FLIM。我们使用粘附的哺乳动物细胞作为RNA可视化的模型。通过将这些细胞注射到斑马鱼胚胎系统中,在这种多细胞模型中进行逐细胞分析,实现了分析整个哺乳动物中RNA的额外复杂性。在评估整个动物的最佳使用之前,我们首先对Riboglow FLIM的所有可变元素进行定量评估。通过这种方式,我们证明了使用基于Cy5的Riboglow平台的远红色变体,可以在活斑马鱼胚胎内稳健和定量地检测到模型非编码RNA。通过这种方法,我们可以清楚地解决不同RNA群体的细胞间异质性,有望在不同领域应用。
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引用次数: 0
Model-based trajectory classification of anchored molecular motor-biopolymer interactions. 锚定分子马达-生物聚合物相互作用的基于模型的轨迹分类。
Q3 BIOPHYSICS Pub Date : 2023-09-14 eCollection Date: 2023-12-13 DOI: 10.1016/j.bpr.2023.100130
John B Linehan, Gerald Alan Edwards, Vincent Boudreau, Amy Shaub Maddox, Paul S Maddox

During zygotic mitosis in many species, forces generated at the cell cortex are required for the separation and migration of paternally provided centrosomes, pronuclear migration, segregation of genetic material, and cell division. Furthermore, in some species, force-generating interactions between spindle microtubules and the cortex position the mitotic spindle asymmetrically within the zygote, an essential step in asymmetric cell division. Understanding the mechanical and molecular mechanisms of microtubule-dependent force generation and therefore asymmetric cell division requires identification of individual cortical force-generating units in vivo. There is no current method for identifying individual force-generating units with high spatiotemporal resolution. Here, we present a method to determine both the location and the relative number of microtubule-dependent cortical force-generating units using single-molecule imaging of fluorescently labeled dynein. Dynein behavior is modeled to classify trajectories of cortically bound dynein according to whether they are interacting with a microtubule. The categorization strategy recapitulates well-known force asymmetries in C. elegans zygote mitosis. To evaluate the robustness of categorization, we used RNAi to deplete the tubulin subunit TBA-2. As predicted, this treatment reduced the number of trajectories categorized as engaged with a microtubule. Our technique will be a valuable tool to define the molecular mechanisms of dynein cortical force generation and its regulation as well as other instances wherein anchored motors interact with biopolymers (e.g., actin, tubulin, DNA).

在许多物种的合子有丝分裂过程中,需要在细胞皮层产生的力来分离和迁移父系提供的中心体、原核迁移、遗传物质的分离和细胞分裂。此外,在一些物种中,纺锤体微管和皮层之间产生力的相互作用使有丝分裂纺锤体在合子内不对称定位,这是不对称细胞分裂的重要步骤。了解微管依赖性力产生的机械和分子机制,从而了解不对称细胞分裂,需要在体内识别单个皮层力产生单元。目前还没有用于识别具有高时空分辨率的单个力产生单元的方法。在这里,我们提出了一种使用荧光标记动力蛋白的单分子成像来确定微管依赖性皮层力产生单元的位置和相对数量的方法。Dynein行为被建模以根据皮层结合的Dynein是否与微管相互作用来对其轨迹进行分类。分类策略概括了秀丽隐杆线虫合子有丝分裂中众所周知的力不对称。为了评估分类的稳健性,我们使用RNAi来耗尽微管蛋白亚基TBA-2。正如预测的那样,这种治疗减少了与微管结合的轨迹数量。我们的技术将是一种有价值的工具,用于定义动力蛋白皮质力产生的分子机制及其调节,以及锚定马达与生物聚合物(如肌动蛋白、微管蛋白、DNA)相互作用的其他情况。
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引用次数: 0
Cytosolic Ca2+ gradients and mitochondrial Ca2+ uptake in resting muscle fibers: A model analysis. 静息肌纤维中细胞质Ca2+梯度和线粒体Ca2+摄取:模型分析。
Q3 BIOPHYSICS Pub Date : 2023-09-13 DOI: 10.1016/j.bpr.2023.100117
Lorenzo Marcucci, Antonio Michelucci, Carlo Reggiani

Calcium ions (Ca2+) enter mitochondria via the mitochondrial Ca2+ uniporter, driven by electrical and concentration gradients. In this regard, transgenic mouse models, such as calsequestrin knockout (CSQ-KO) mice, with higher mitochondrial Ca2+ concentrations ([Ca2+]mito), should display higher cytosolic Ca2+ concentrations ([Ca2+]cyto). However, repeated measurements of [Ca2+]cyto in quiescent CSQ-KO fibers never showed a difference between WT and CSQ-KO. Starting from the consideration that fluorescent Ca2+ probes (Fura-2 and Indo-1) measure averaged global cytosolic concentrations, in this report we explored the role of local Ca2+ concentrations (i.e., Ca2+ microdomains) in regulating mitochondrial Ca2+ in resting cells, using a multicompartmental diffusional Ca2+ model. Progressively including the inward and outward fluxes of sarcoplasmic reticulum (SR), extracellular space, and mitochondria, we explored their contribution to the local Ca2+ distribution within the cell. The model predicts Ca2+ concentration gradients with hot spots or microdomains even at rest, minor but similar to those of evoked Ca2+ release. Due to their specific localization close to Ca2+ release units (CRU), mitochondria could take up Ca2+ directly from high-concentration microdomains, thus sensibly raising [Ca2+]mito, despite minor, possibly undetectable, modifications of the average [Ca2+]cyto.

钙离子(Ca2+)通过线粒体Ca2+单转运体进入线粒体,由电梯度和浓度梯度驱动。在这方面,转基因小鼠模型,如calsequestrin敲除(CSQ-KO)小鼠,具有更高的线粒体Ca2+浓度([Ca2+]mito),应该显示更高的细胞质Ca2+浓度([Ca2+]cyto)。然而,在静止的CSQ-KO纤维中重复测量[Ca2+]细胞从未显示WT和CSQ-KO之间的差异。从考虑到荧光Ca2+探针(Fura-2和Indo-1)测量平均全球细胞质浓度开始,在本报告中,我们探索了局部Ca2+浓度(即Ca2+微域)在调节静息细胞中线粒体Ca2+中的作用,使用多室扩散Ca2+模型。逐步包括肌浆网(SR),细胞外空间和线粒体的内向和外向通量,我们探索了它们对细胞内局部Ca2+分布的贡献。该模型预测Ca2+浓度梯度与热点或微域,即使在休息,轻微但类似于那些诱发Ca2+释放。由于它们在Ca2+释放单元(CRU)附近的特定定位,线粒体可以直接从高浓度微结构域吸收Ca2+,从而显着提高[Ca2+]mito,尽管平均[Ca2+]细胞有轻微的,可能无法检测到的修饰。
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引用次数: 0
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