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1.
Nat Cell Biol ; 25(11): 1590-1599, 2023 Nov.
Article En | MEDLINE | ID: mdl-37857834

A growing body of work suggests that the material properties of biomolecular condensates ensuing from liquid-liquid phase separation change with time. How this aging process is controlled and whether the condensates with distinct material properties can have different biological functions is currently unknown. Using Caenorhabditis elegans as a model, we show that MEC-2/stomatin undergoes a rigidity phase transition from fluid-like to solid-like condensates that facilitate transport and mechanotransduction, respectively. This switch is triggered by the interaction between the SH3 domain of UNC-89 (titin/obscurin) and MEC-2. We suggest that this rigidity phase transition has a physiological role in frequency-dependent force transmission in mechanosensitive neurons during body wall touch. Our data demonstrate a function for the liquid and solid phases of MEC-2/stomatin condensates in facilitating transport or mechanotransduction, and a previously unidentified role for titin homologues in neurons.


Caenorhabditis elegans Proteins , Touch , Animals , Touch/physiology , Caenorhabditis elegans Proteins/genetics , Mechanoreceptors/physiology , Connectin , Mechanotransduction, Cellular/physiology , Caenorhabditis elegans/genetics , Neurons , Membrane Proteins/physiology
2.
J Cell Biol ; 221(12)2022 12 05.
Article En | MEDLINE | ID: mdl-36214847

Centrosomes play a crucial role during immune cell interactions and initiation of the immune response. In proliferating cells, centrosome numbers are tightly controlled and generally limited to one in G1 and two prior to mitosis. Defects in regulating centrosome numbers have been associated with cell transformation and tumorigenesis. Here, we report the emergence of extra centrosomes in leukocytes during immune activation. Upon antigen encounter, dendritic cells pass through incomplete mitosis and arrest in the subsequent G1 phase leading to tetraploid cells with accumulated centrosomes. In addition, cell stimulation increases expression of polo-like kinase 2, resulting in diploid cells with two centrosomes in G1-arrested cells. During cell migration, centrosomes tightly cluster and act as functional microtubule-organizing centers allowing for increased persistent locomotion along gradients of chemotactic cues. Moreover, dendritic cells with extra centrosomes display enhanced secretion of inflammatory cytokines and optimized T cell responses. Together, these results demonstrate a previously unappreciated role of extra centrosomes for regular cell and tissue homeostasis.


Centrosome , Dendritic Cells , Cell Cycle Checkpoints , Cell Movement , Centrosome/metabolism , Chemotaxis , Cytokines/metabolism , Dendritic Cells/metabolism , Humans , Microtubule-Organizing Center , Mitosis , Protein Serine-Threonine Kinases/metabolism , T-Lymphocytes/metabolism
3.
J Craniomaxillofac Surg ; 49(9): 855-866, 2021 Sep.
Article En | MEDLINE | ID: mdl-34120812

The aim of this study was to analyze and compare the accuracy and quality of six 3D printing systems available on the market. Data acquisition was performed with 12 scans of human mandibles using an industrial 3D scanner and saved in STL format. These STL files were printed using six different printing systems. Previously defined distances were measured with a sliding caliper on the 72 printed mandibles. The printed models were then scanned once again. Measurements of volumes and surfaces for the STL files and the printed models were compared. Accuracy and quality were evaluated using industrial software. An analysis of the punctual aberration between the template and the printed model, based on a heat map, was also carried out. Secondary factors, such as costs, production times and expendable materials, were also examined. All printing systems performed well in terms of accuracy and quality for clinical usage. The Formiga P110 and the Form 2 showed the best results for volume, with average aberrations of 0.13 ± 0.23 cm3 and 0.12 ± 0.17 cm3, respectively. Similar results were achieved for the heat map aberration, with values of 0.008 ± 0.11 mm (Formiga P110) and 0.004 ± 0.16 mm (Form 2). Both printers showed no significant difference from the optimal neutral line (Formiga P110, p = 0.15; Form 2, p = 0.60). The cheapest models were produced by the Ultimaker 2+, with an average of 5€ per model, making such desktop printers affordable for rapid prototyping. Meanwhile, advanced printing systems with sterilizable and biocompatible printing materials, such as the Formiga P110 and the Form 2, fulfill the high expectations for maxillofacial surgery.


Mandible , Printing, Three-Dimensional , Humans , Mandible/diagnostic imaging , Software
4.
Nature ; 590(7847): 618-623, 2021 02.
Article En | MEDLINE | ID: mdl-33568811

Errors in early embryogenesis are a cause of sporadic cell death and developmental failure1,2. Phagocytic activity has a central role in scavenging apoptotic cells in differentiated tissues3-6. However, how apoptotic cells are cleared in the blastula embryo in the absence of specialized immune cells remains unknown. Here we show that the surface epithelium of zebrafish and mouse embryos, which is the first tissue formed during vertebrate development, performs efficient phagocytic clearance of apoptotic cells through phosphatidylserine-mediated target recognition. Quantitative four-dimensional in vivo imaging analyses reveal a collective epithelial clearance mechanism that is based on mechanical cooperation by two types of Rac1-dependent basal epithelial protrusions. The first type of protrusion, phagocytic cups, mediates apoptotic target uptake. The second, a previously undescribed type of fast and extended actin-based protrusion that we call 'epithelial arms', promotes the rapid dispersal of apoptotic targets through Arp2/3-dependent mechanical pushing. On the basis of experimental data and modelling, we show that mechanical load-sharing enables the long-range cooperative uptake of apoptotic cells by multiple epithelial cells. This optimizes the efficiency of tissue clearance by extending the limited spatial exploration range and local uptake capacity of non-motile epithelial cells. Our findings show that epithelial tissue clearance facilitates error correction that is relevant to the developmental robustness and survival of the embryo, revealing the presence of an innate immune function in the earliest stages of embryonic development.


Embryo, Mammalian/cytology , Embryo, Mammalian/embryology , Embryonic Development , Epithelial Cells/cytology , Phagocytes/cytology , Phagocytosis , Zebrafish/embryology , Actin-Related Protein 2-3 Complex/metabolism , Actins/metabolism , Animals , Apoptosis , Cell Movement , Cell Shape , Cell Surface Extensions , Immunity, Innate , Mice , Phosphatidylserines/metabolism , rac1 GTP-Binding Protein/metabolism
5.
Cell Rep ; 34(2): 108614, 2021 01 12.
Article En | MEDLINE | ID: mdl-33440158

Nucleosomes form heterogeneous groups in vivo, named clutches. Clutches are smaller and less dense in mouse embryonic stem cells (ESCs) compared to neural progenitor cells (NPCs). Using coarse-grained modeling of the pluripotency Pou5f1 gene, we show that the genome-wide clutch differences between ESCs and NPCs can be reproduced at a single gene locus. Larger clutch formation in NPCs is associated with changes in the compaction and internucleosome contact probability of the Pou5f1 fiber. Using single-molecule tracking (SMT), we further show that the core histone protein H2B is dynamic, and its local mobility relates to the structural features of the chromatin fiber. H2B is less stable and explores larger areas in ESCs compared to NPCs. The amount of linker histone H1 critically affects local H2B dynamics. Our results have important implications for how nucleosome organization and H2B dynamics contribute to regulate gene activity and cell identity.


Chromatin/metabolism , Nucleosomes/metabolism , Stem Cells/metabolism , Animals , Cell Differentiation , Humans , Mice , Models, Molecular
6.
Science ; 370(6514)2020 10 16.
Article En | MEDLINE | ID: mdl-33060331

The physical microenvironment regulates cell behavior during tissue development and homeostasis. How single cells decode information about their geometrical shape under mechanical stress and physical space constraints within tissues remains largely unknown. Here, using a zebrafish model, we show that the nucleus, the biggest cellular organelle, functions as an elastic deformation gauge that enables cells to measure cell shape deformations. Inner nuclear membrane unfolding upon nucleus stretching provides physical information on cellular shape changes and adaptively activates a calcium-dependent mechanotransduction pathway, controlling actomyosin contractility and migration plasticity. Our data support that the nucleus establishes a functional module for cellular proprioception that enables cells to sense shape variations for adapting cellular behavior to their microenvironment.


Cell Shape , Mechanotransduction, Cellular , Nuclear Envelope/physiology , Phospholipases A2, Cytosolic/metabolism , Actomyosin/metabolism , Animals , Cell Movement , Lipase/metabolism , Myosin Type II/metabolism , Zebrafish
7.
Int J Mol Sci ; 21(21)2020 Oct 27.
Article En | MEDLINE | ID: mdl-33120934

Due to the global rise of type 2 diabetes mellitus (T2DM) in combination with insulin resistance, novel compounds to efficiently treat this pandemic disease are needed. Screening for compounds that induce the translocation of glucose transporter 4 (GLUT4) from the intracellular compartments to the plasma membrane in insulin-sensitive tissues is an innovative strategy. Here, we compared the applicability of three fluorescence microscopy-based assays optimized for the quantitation of GLUT4 translocation in simple cell systems. An objective-type scanning total internal reflection fluorescence (TIRF) microscopy approach was shown to have high sensitivity but only moderate throughput. Therefore, we implemented a prism-type TIR reader for the simultaneous analysis of large cell populations grown in adapted microtiter plates. This approach was found to be high throughput and have sufficient sensitivity for the characterization of insulin mimetic compounds in live cells. Finally, we applied confocal microscopy to giant plasma membrane vesicles (GPMVs) formed from GLUT4-expressing cells. While this assay has only limited throughput, it offers the advantage of being less sensitive to insulin mimetic compounds with high autofluorescence. In summary, the combined implementation of different fluorescence microscopy-based approaches enables the quantitation of GLUT4 translocation with high throughput and high content.


Cell Membrane/metabolism , Glucose Transporter Type 4/metabolism , Microscopy, Fluorescence/methods , Animals , CHO Cells , Cricetulus , HeLa Cells , Humans , Protein Transport
8.
Elife ; 92020 04 15.
Article En | MEDLINE | ID: mdl-32293562

The development of a polarized neuron relies on the selective transport of proteins to axons and dendrites. Although it is well known that the microtubule cytoskeleton has a central role in establishing neuronal polarity, how its specific organization is established and maintained is poorly understood. Using the in vivo model system Caenorhabditis elegans, we found that the highly conserved UNC-119 protein provides a link between the membrane-associated Ankyrin (UNC-44) and the microtubule-associated CRMP (UNC-33). Together they form a periodic membrane-associated complex that anchors axonal and dendritic microtubule bundles to the cortex. This anchoring is critical to maintain microtubule organization by opposing kinesin-1 powered microtubule sliding. Disturbing this molecular complex alters neuronal polarity and causes strong developmental defects of the nervous system leading to severely paralyzed animals.


Cell Polarity/physiology , Cytoskeleton/physiology , Microtubules/physiology , Neurons/physiology , Animals , Ankyrins/physiology , Caenorhabditis elegans , Caenorhabditis elegans Proteins/physiology , Cells, Cultured , Cerebral Cortex/physiology , Locomotion , Nerve Growth Factors/physiology , Nerve Tissue Proteins
9.
Sci Adv ; 6(11): eaaz1588, 2020 03.
Article En | MEDLINE | ID: mdl-32201729

Through the asymmetric distribution of messenger RNAs (mRNAs), cells spatially regulate gene expression to create cytoplasmic domains with specialized functions. In neurons, mRNA localization is required for essential processes such as cell polarization, migration, and synaptic plasticity underlying long-term memory formation. The essential components driving cytoplasmic mRNA transport in neurons and mammalian cells are not known. We report the first reconstitution of a mammalian mRNA transport system revealing that the tumor suppressor adenomatous polyposis coli (APC) forms stable complexes with the axonally localized ß-actin and ß2B-tubulin mRNAs, which are linked to a kinesin-2 via the cargo adaptor KAP3. APC activates kinesin-2, and both proteins are sufficient to drive specific transport of defined mRNA packages. Guanine-rich sequences located in 3'UTRs of axonal mRNAs increase transport efficiency and balance the access of different mRNAs to the transport system. Our findings reveal a minimal set of proteins sufficient to transport mammalian mRNAs.


Adenomatous Polyposis Coli/metabolism , Axons/metabolism , Kinesins/metabolism , RNA, Messenger/metabolism , Adaptor Proteins, Signal Transducing/metabolism , Animals , Cytoskeletal Proteins/metabolism , Humans , Models, Biological , Multiprotein Complexes , Protein Binding , Tubulin/genetics
10.
Opt Express ; 27(17): 24578-24590, 2019 Aug 19.
Article En | MEDLINE | ID: mdl-31510345

We present a structured illumination microscopy based point localization estimator (SIMPLE) that achieves a 2-fold increase in single molecule localization precision compared to conventional centroid estimation methods. SIMPLE advances the recently introduced MINFLUX concept by using precisely phase-shifted sinusoidal wave patterns as nanometric rulers for simultaneous particle localization based on photon count variation over a 20 µm field of view. We validate SIMPLE in silico and experimentally on a TIRF-SIM setup using a digital micro-mirror device (DMD) as a spatial light modulator.

11.
Sci Rep ; 9(1): 10492, 2019 07 19.
Article En | MEDLINE | ID: mdl-31324860

An increase in adipose tissue is caused by the increased size and number of adipocytes. Lipids accumulate in intracellular stores, known as lipid droplets (LDs). Recent studies suggest that parameters such as LD size, shape and dynamics are closely related to the development of obesity. Berberine (BBR), a natural plant alkaloid, has been demonstrated to possess anti-obesity effects. However, it remains unknown which cellular processes are affected by this compound or how effective herbal extracts containing BBR and other alkaloids actually are. For this study, we used extracts of Coptis chinensis, Mahonia aquifolium, Berberis vulgaris and Chelidonium majus containing BBR and other alkaloids and studied various processes related to adipocyte functionality. The presence of extracts resulted in reduced adipocyte differentiation, as well as neutral lipid content and rate of lipolysis. We observed that the intracellular fatty acid exchange was reduced in different LD size fractions upon treatment with BBR and Coptis chinensis. In addition, LD motility was decreased upon incubation with BBR, Coptis chinensis and Chelidonium majus extracts. Furthermore, Chelidonium majus was identified as a potent fatty acid uptake inhibitor. This is the first study that demonstrates the selected regulatory effects of herbal extracts on adipocyte function.


Adipocytes/drug effects , Fatty Acids/metabolism , Hypolipidemic Agents/pharmacology , Lipid Droplets/drug effects , Lipolysis/drug effects , Plant Extracts/pharmacology , Adipocytes/chemistry , Berberine/pharmacology , Berberis/chemistry , Cell Differentiation/drug effects , Cell Line , Chelidonium/chemistry , Chromatography, Gas , Chromatography, High Pressure Liquid , Coptis/chemistry , Gas Chromatography-Mass Spectrometry , Humans , Lipids/analysis , Mahonia/chemistry
12.
Exp Cell Res ; 378(1): 104-112, 2019 05 01.
Article En | MEDLINE | ID: mdl-30817929

The sensation of mechanical force underlies many of our daily activities. As the sense of touch determines the quality of life, the subconscious sense of proprioception and visceral mechanosensation is indispensible for survival. Many internal organs change shape, either as an active part of their physiology or passively due to body movements. Importantly, these shape changes need to be sensed and balanced properly to prevent organ failure and dysfunction. Consequently, a failure to properly sense volume changes of internal organs has a huge clinical relevance, manifested by a plethora of congenital and age-related diseases. Here we review novel data on mammalian stretch reception as well as classical studies from insect and nematode proprioceptors with the aim to highlight the missing link between organ-level deformation and mechanosensing on the molecular level.


Mechanoreceptors/physiology , Mechanotransduction, Cellular , Animals , Baroreflex , Humans , Mechanoreceptors/metabolism , Proprioception
13.
Nat Cell Biol ; 18(11): 1253-1259, 2016 Nov.
Article En | MEDLINE | ID: mdl-27775702

Most migrating cells extrude their front by the force of actin polymerization. Polymerization requires an initial nucleation step, which is mediated by factors establishing either parallel filaments in the case of filopodia or branched filaments that form the branched lamellipodial network. Branches are considered essential for regular cell motility and are initiated by the Arp2/3 complex, which in turn is activated by nucleation-promoting factors of the WASP and WAVE families. Here we employed rapid amoeboid crawling leukocytes and found that deletion of the WAVE complex eliminated actin branching and thus lamellipodia formation. The cells were left with parallel filaments at the leading edge, which translated, depending on the differentiation status of the cell, into a unipolar pointed cell shape or cells with multiple filopodia. Remarkably, unipolar cells migrated with increased speed and enormous directional persistence, while they were unable to turn towards chemotactic gradients. Cells with multiple filopodia retained chemotactic activity but their migration was progressively impaired with increasing geometrical complexity of the extracellular environment. These findings establish that diversified leading edge protrusions serve as explorative structures while they slow down actual locomotion.


Actin Cytoskeleton/metabolism , Actin-Related Protein 2-3 Complex/metabolism , Cell Movement/genetics , Dendritic Cells/cytology , Leukocytes/cytology , Actins/metabolism , Animals , Mice , Mice, Knockout , Polymerization , Pseudopodia/metabolism
14.
Cell ; 161(2): 374-86, 2015 Apr 09.
Article En | MEDLINE | ID: mdl-25799384

Cell movement has essential functions in development, immunity, and cancer. Various cell migration patterns have been reported, but no general rule has emerged so far. Here, we show on the basis of experimental data in vitro and in vivo that cell persistence, which quantifies the straightness of trajectories, is robustly coupled to cell migration speed. We suggest that this universal coupling constitutes a generic law of cell migration, which originates in the advection of polarity cues by an actin cytoskeleton undergoing flows at the cellular scale. Our analysis relies on a theoretical model that we validate by measuring the persistence of cells upon modulation of actin flow speeds and upon optogenetic manipulation of the binding of an actin regulator to actin filaments. Beyond the quantitative prediction of the coupling, the model yields a generic phase diagram of cellular trajectories, which recapitulates the full range of observed migration patterns.


Actins/metabolism , Cell Movement , Models, Biological , Animals , Cell Line , Cell Polarity , Cells, Cultured , Cytoskeleton/metabolism , Humans , Mice, Inbred C57BL , Oryzias
15.
Cell ; 160(4): 673-685, 2015 Feb 12.
Article En | MEDLINE | ID: mdl-25679761

3D amoeboid cell migration is central to many developmental and disease-related processes such as cancer metastasis. Here, we identify a unique prototypic amoeboid cell migration mode in early zebrafish embryos, termed stable-bleb migration. Stable-bleb cells display an invariant polarized balloon-like shape with exceptional migration speed and persistence. Progenitor cells can be reversibly transformed into stable-bleb cells irrespective of their primary fate and motile characteristics by increasing myosin II activity through biochemical or mechanical stimuli. Using a combination of theory and experiments, we show that, in stable-bleb cells, cortical contractility fluctuations trigger a stochastic switch into amoeboid motility, and a positive feedback between cortical flows and gradients in contractility maintains stable-bleb cell polarization. We further show that rearward cortical flows drive stable-bleb cell migration in various adhesive and non-adhesive environments, unraveling a highly versatile amoeboid migration phenotype.


Cell Movement , Embryo, Nonmammalian/cytology , Gastrula/cytology , Stem Cells/cytology , Zebrafish/embryology , Animals , Cell Adhesion , Cell Polarity
16.
Curr Protein Pept Sci ; 12(8): 714-24, 2011 Dec.
Article En | MEDLINE | ID: mdl-22044145

Diffusing membrane constituents are constantly exposed to a variety of forces that influence their stochastic path. Single molecule experiments allow for resolving trajectories at extremely high spatial and temporal accuracy, thereby offering insights into en route interactions of the tracer. In this review we discuss approaches to derive information about the underlying processes, based on single molecule tracking experiments. In particular, we focus on a new versatile way to analyze single molecule diffusion in the absence of a full analytical treatment. The method is based on comprehensive comparison of an experimental data set against the hypothetical outcome of multiple experiments performed on the computer. Since Monte Carlo simulations can be easily and rapidly performed even on state-of-the-art PCs, our method provides a simple way for testing various - even complicated - diffusion models. We describe the new method in detail, and show the applicability on two specific examples: firstly, kinetic rate constants can be derived for the transient interaction of mobile membrane proteins; secondly, residence time and corral size can be extracted for confined diffusion.


Diffusion , Membrane Proteins/analysis , Algorithms , Cell Membrane/chemistry , Cell Membrane/metabolism , Kinetics , Membrane Proteins/metabolism , Monte Carlo Method
17.
Biochim Biophys Acta ; 1808(10): 2581-90, 2011 Oct.
Article En | MEDLINE | ID: mdl-21718688

Cationic antimicrobial peptides (CAMPs) selectively target bacterial membranes by electrostatic interactions with negatively charged lipids. It turned out that for inhibition of microbial growth a high CAMP membrane concentration is required, which can be realized by the incorporation of hydrophobic groups within the peptide. Increasing hydrophobicity, however, reduces the CAMP selectivity for bacterial over eukaryotic host membranes, thereby causing the risk of detrimental side-effects. In this study we addressed how cationic amphipathic peptides-in particular a CAMP with Lysine-Leucine-Lysine repeats (termed KLK)-affect the localization and dynamics of molecules in eukaryotic membranes. We found KLK to selectively inhibit the endocytosis of a subgroup of membrane proteins and lipids by electrostatically interacting with negatively charged sialic acid moieties. Ultrastructural characterization revealed the formation of membrane invaginations representing fission or fusion intermediates, in which the sialylated proteins and lipids were immobilized. Experiments on structurally different cationic amphipathic peptides (KLK, 6-MO-LF11-322 and NK14-2) indicated a cooperation of electrostatic and hydrophobic forces that selectively arrest sialylated membrane constituents.


Membrane Lipids/chemistry , Membrane Proteins/chemistry , N-Acetylneuraminic Acid/chemistry , Peptides/chemistry , Amino Acid Sequence , Animals , Cations , Cells, Cultured , Humans , Microscopy, Electron , Microscopy, Fluorescence
18.
Biophys J ; 100(11): 2839-45, 2011 Jun 08.
Article En | MEDLINE | ID: mdl-21641330

Resolving the dynamical interplay of proteins and lipids in the live-cell plasma membrane represents a central goal in current cell biology. Superresolution concepts have introduced a means of capturing spatial heterogeneity at a nanoscopic length scale. Similar concepts for detecting dynamical transitions (superresolution chronoscopy) are still lacking. Here, we show that recently introduced spot-variation fluorescence correlation spectroscopy allows for sensing transient confinement times of membrane constituents at dramatically improved resolution. Using standard diffraction-limited optics, spot-variation fluorescence correlation spectroscopy captures signatures of single retardation events far below the transit time of the tracer through the focal spot. We provide an analytical description of special cases of transient binding of a tracer to pointlike traps, or association of a tracer with nanodomains. The influence of trap mobility and the underlying binding kinetics are quantified. Experimental approaches are suggested that allow for gaining quantitative mechanistic insights into the interaction processes of membrane constituents.


Cell Membrane/metabolism , Spectrometry, Fluorescence/methods , Diffusion , Kinetics , Monte Carlo Method , Stochastic Processes , Time Factors
19.
FEBS J ; 277(17): 3514-25, 2010 Sep.
Article En | MEDLINE | ID: mdl-20653776

Saccharomyces cerevisiae Lpe10p is a homologue of the Mg(2+)-channel-forming protein Mrs2p in the inner mitochondrial membrane. Deletion of MRS2, LPE10 or both results in a petite phenotype, which exhibits a respiratory growth defect on nonfermentable carbon sources. Only coexpression of MRS2 and LPE10 leads to full complementation of the mrs2Delta/lpe10Delta double disruption, indicating that these two proteins cannot substitute for each other. Here, we show that deletion of LPE10 results in a loss of rapid Mg(2+) influx into mitochondria, as has been reported for MRS2 deletion. Additionally, we found a considerable loss of the mitochondrial membrane potential (DeltaPsi) in the absence of Lpe10p, which was not detected in mrs2Delta cells. Addition of the K(+)/H(+)-exchanger nigericin, which artificially increases DeltaPsi, led to restoration of Mg(2+) influx into mitochondria in lpe10Delta cells, but not in mrs2Delta/lpe10Delta cells. Mutational analysis of Lpe10p and domain swaps between Mrs2p and Lpe10p suggested that the maintenance of DeltaPsi and that of Mg(2+) influx are functionally separated. Cross-linking and Blue native PAGE experiments indicated interaction of Lpe10p with the Mrs2p-containing channel complex. Using the patch clamp technique, we showed that Lpe10p was not able to mediate high-capacity Mg(2+) influx into mitochondrial inner membrane vesicles without the presence of Mrs2p. Instead, coexpression of Lpe10p and Mrs2p yielded a unique, reduced conductance in comparison to that of Mrs2p channels. In summary, the data presented show that the interplay of Lpe10p and Mrs2p is of central significance for the transport of Mg(2+) into mitochondria of S. cerevisiae.


Ion Channels/metabolism , Magnesium/metabolism , Membrane Proteins/metabolism , Mitochondria/metabolism , Mitochondrial Proteins/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Mitochondrial Membranes/metabolism
20.
Biophys J ; 95(12): 5988-6001, 2008 Dec 15.
Article En | MEDLINE | ID: mdl-18805933

We propose here an approach for the analysis of single-molecule trajectories which is based on a comprehensive comparison of an experimental data set with multiple Monte Carlo simulations of the diffusion process. It allows quantitative data analysis, particularly whenever analytical treatment of a model is infeasible. Simulations are performed on a discrete parameter space and compared with the experimental results by a nonparametric statistical test. The method provides a matrix of p-values that assess the probability for having observed the experimental data at each setting of the model parameters. We show the testing approach for three typical situations observed in the cellular plasma membrane: i), free Brownian motion of the tracer, ii), hop diffusion of the tracer in a periodic meshwork of squares, and iii), transient binding of the tracer to slowly diffusing structures. By plotting the p-value as a function of the model parameters, one can easily identify the most consistent parameter settings but also recover mutual dependencies and ambiguities which are difficult to determine by standard fitting routines. Finally, we used the test to reanalyze previous data obtained on the diffusion of the glycosylphosphatidylinositol-protein CD59 in the plasma membrane of the human T24 cell line.


CD59 Antigens/analysis , Monte Carlo Method , CD59 Antigens/metabolism , Cell Line , Diffusion , Glycosylphosphatidylinositols/metabolism , Humans , Microcomputers , Movement , Time Factors
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