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1.
Mol Neurodegener ; 18(1): 35, 2023 05 31.
Artículo en Inglés | MEDLINE | ID: mdl-37259156

RESUMEN

Axon degeneration and Neuromuscular Junction (NMJ) disruption are key pathologies in the fatal neurodegenerative disease Amyotrophic Lateral Sclerosis (ALS). Despite accumulating evidence that axons and NMJs are impacted at a very early stage of the disease, current knowledge about the mechanisms leading to their degeneration remains elusive. Cytoplasmic mislocalization and accumulation of the protein TDP-43 are considered key pathological hallmarks of ALS, as they occur in ~ 97% of ALS patients, both sporadic and familial. Recent studies have identified pathological accumulation of TDP-43 in intramuscular nerves of muscle biopsies collected from pre-diagnosed, early symptomatic ALS patients. These findings suggest a gain of function for TDP-43 in axons, which might facilitate early NMJ disruption. In this review, we dissect the process leading to axonal TDP-43 accumulation and phosphorylation, discuss the known and hypothesized roles TDP-43 plays in healthy axons, and review possible mechanisms that connect TDP-43 pathology to the axon and NMJ degeneration in ALS.


Asunto(s)
Esclerosis Amiotrófica Lateral , Proteínas de Unión al ADN , Enfermedades Neurodegenerativas , Humanos , Esclerosis Amiotrófica Lateral/metabolismo , Axones/metabolismo , Proteínas de Unión al ADN/metabolismo , Enfermedades Neurodegenerativas/metabolismo , Unión Neuromuscular
2.
Elife ; 122023 02 24.
Artículo en Inglés | MEDLINE | ID: mdl-36826992

RESUMEN

Brain-derived neurotrophic factor (BDNF) and its receptors tropomyosin kinase receptor B (TrkB) and the p75 neurotrophin receptor (p75) are the primary regulators of dendritic growth in the CNS. After being bound by BDNF, TrkB and p75 are endocytosed into endosomes and continue signaling within the cell soma, dendrites, and axons. We studied the functional role of BDNF axonal signaling in cortical neurons derived from different transgenic mice using compartmentalized cultures in microfluidic devices. We found that axonal BDNF increased dendritic growth from the neuronal cell body in a cAMP response element-binding protein (CREB)-dependent manner. These effects were dependent on axonal TrkB but not p75 activity. Dynein-dependent BDNF-TrkB-containing endosome transport was required for long-distance induction of dendritic growth. Axonal signaling endosomes increased CREB and mTOR kinase activity in the cell body, and this increase in the activity of both proteins was required for general protein translation and the expression of Arc, a plasticity-associated gene, indicating a role for BDNF-TrkB axonal signaling endosomes in coordinating the transcription and translation of genes whose products contribute to learning and memory regulation.


Asunto(s)
Proteína de Unión a Elemento de Respuesta al AMP Cíclico , Receptor trkB , Ratones , Animales , Proteína de Unión a Elemento de Respuesta al AMP Cíclico/metabolismo , Receptor trkB/metabolismo , Factor Neurotrófico Derivado del Encéfalo/metabolismo , Cuerpo Celular , Neuronas/fisiología , Axones/metabolismo , Endosomas/metabolismo , Serina-Treonina Quinasas TOR/metabolismo
3.
Cells ; 12(2)2023 01 06.
Artículo en Inglés | MEDLINE | ID: mdl-36672174

RESUMEN

Rapid responses to changes within subcellular compartments of highly polarized cells, such as neuron axons, depend on local translation and post-transcriptional regulation. The mechanism by which microRNAs (miRNAs) regulate this process is not fully understood. Here, using live cell imaging and RNA sequencing analysis, we demonstrated how miRNAs can differentially control hundreds of transcripts at the subcellular level. We demonstrated that the seed match length of the miRNA target-sequence regulates both mRNA stability and protein translation rates. While longer seed matches have an increased inhibitory effect, transcriptome analysis did not reveal differences in seed match length between axonal and somata mRNAs of motor neurons. However, mRNA variants with longer 3'UTR are enriched in axons and contain multiple repeats of specific miRNA target sequences. Finally, we demonstrated that the long 3'UTR mRNA variant of the motor protein Kif5b is enriched explicitly in motor neuron axons and contains multiple sequence repeats for binding miR-129-5p. This subsequently results in the differential post-transcriptional regulation of kif5b and its synthesis in axons. Thus, we suggest that the number of miRNA binding sites at the 3'UTR of the mRNA, rather than the miRNA seed match length, regulates the axonal transcriptome.


Asunto(s)
MicroARNs , Regiones no Traducidas 3'/genética , MicroARNs/genética , MicroARNs/metabolismo , Axones/metabolismo , Sitios de Unión , Proteínas Portadoras/metabolismo , ARN Mensajero/genética , ARN Mensajero/metabolismo
4.
iScience ; 25(11): 105295, 2022 Nov 18.
Artículo en Inglés | MEDLINE | ID: mdl-36325071

RESUMEN

When digging in the ground during egg laying the female locust extends her abdomen to 2-3 times of its original length. How the abdominal nervous system accommodates such extreme elongation remains unknown. We characterized and quantified the system's biomechanical response using controlled ex vivo elongation and force measurements. The microstructure of the nerves was studied using histology and high-resolution confocal microscopy. Although the nervous system of sexually mature females demonstrated fully reversible hyper-extensibility of up to 275%, the elongation observed in premature females and males was much more limited. The unique extension dynamics of the different groups were captured by their very different force-displacement curves. Confocal microscopy suggested that elongation is not owing to undulations of the nervous system structure. Thus, the exceptional resistance to deformation and rupture presents the female locust abdominal nervous system as a valuable model for understanding the functionality and pathology related to nerve extension and reversible elongation.

5.
Cancer Res ; 82(22): 4164-4178, 2022 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-36084256

RESUMEN

Exercise prevents cancer incidence and recurrence, yet the underlying mechanism behind this relationship remains mostly unknown. Here we report that exercise induces the metabolic reprogramming of internal organs that increases nutrient demand and protects against metastatic colonization by limiting nutrient availability to the tumor, generating an exercise-induced metabolic shield. Proteomic and ex vivo metabolic capacity analyses of murine internal organs revealed that exercise induces catabolic processes, glucose uptake, mitochondrial activity, and GLUT expression. Proteomic analysis of routinely active human subject plasma demonstrated increased carbohydrate utilization following exercise. Epidemiologic data from a 20-year prospective study of a large human cohort of initially cancer-free participants revealed that exercise prior to cancer initiation had a modest impact on cancer incidence in low metastatic stages but significantly reduced the likelihood of highly metastatic cancer. In three models of melanoma in mice, exercise prior to cancer injection significantly protected against metastases in distant organs. The protective effects of exercise were dependent on mTOR activity, and inhibition of the mTOR pathway with rapamycin treatment ex vivo reversed the exercise-induced metabolic shield. Under limited glucose conditions, active stroma consumed significantly more glucose at the expense of the tumor. Collectively, these data suggest a clash between the metabolic plasticity of cancer and exercise-induced metabolic reprogramming of the stroma, raising an opportunity to block metastasis by challenging the metabolic needs of the tumor. SIGNIFICANCE: Exercise protects against cancer progression and metastasis by inducing a high nutrient demand in internal organs, indicating that reducing nutrient availability to tumor cells represents a potential strategy to prevent metastasis. See related commentary by Zerhouni and Piskounova, p. 4124.


Asunto(s)
Ejercicio Físico , Melanoma , Nutrientes , Proteómica , Animales , Humanos , Ratones , Glucosa/metabolismo , Melanoma/genética , Melanoma/metabolismo , Melanoma/patología , Estudios Prospectivos , Serina-Treonina Quinasas TOR/genética , Serina-Treonina Quinasas TOR/metabolismo , Ejercicio Físico/fisiología , Nutrientes/genética , Nutrientes/metabolismo
6.
JCI Insight ; 7(17)2022 09 08.
Artículo en Inglés | MEDLINE | ID: mdl-35980743

RESUMEN

Development of resistance to chemo- and immunotherapies often occurs following treatment of melanoma brain metastasis (MBM). The brain microenvironment (BME), particularly astrocytes, cooperate toward MBM progression by upregulating secreted factors, among which we found that monocyte chemoattractant protein-1 (MCP-1) and its receptors, CCR2 and CCR4, were overexpressed in MBM compared with primary lesions. Among other sources of MCP-1 in the brain, we show that melanoma cells altered astrocyte secretome and evoked MCP-1 expression and secretion, which in turn induced CCR2 expression in melanoma cells, enhancing in vitro tumorigenic properties, such as proliferation, migration, and invasion of melanoma cells. In vivo pharmacological blockade of MCP-1 or molecular knockout of CCR2/CCR4 increased the infiltration of cytotoxic CD8+ T cells and attenuated the immunosuppressive phenotype of the BME as shown by decreased infiltration of Tregs and tumor-associated macrophages/microglia in several models of intracranially injected MBM. These in vivo strategies led to decreased MBM outgrowth and prolonged the overall survival of the mice. Our findings highlight the therapeutic potential of inhibiting interactions between BME and melanoma cells for the treatment of this disease.


Asunto(s)
Neoplasias Encefálicas , Melanoma , Animales , Encéfalo/metabolismo , Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias Encefálicas/secundario , Quimiocina CCL2/metabolismo , Melanoma/tratamiento farmacológico , Melanoma/patología , Ratones , Receptores CCR2/metabolismo , Microambiente Tumoral
7.
J Cell Sci ; 135(16)2022 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-35833493

RESUMEN

Nuclear-encoded mitochondrial protein mRNAs have been found to be localized and locally translated within neuronal processes. However, the mechanism of transport for those mRNAs to distal locations is not fully understood. Here, we describe axonal co-transport of Cox7c with mitochondria. Fractionation analysis and single-molecule fluorescence in situ hybridization (smFISH) assay revealed that endogenous mRNA encoding Cox7c was preferentially associated with mitochondria in a mouse neuronal cell line and within mouse primary motor neuron axons, whereas other mRNAs that do not encode mitochondrial protein were much less associated. Live-cell imaging of MS2-tagged Cox7c mRNA further confirmed the preferential colocalization and co-transport of Cox7c mRNA with mitochondria in motor neuron axons. Intriguingly, the coding region, rather than the 3' untranslated region (UTR), was the key domain for the co-transport. Our results reveal that Cox7c mRNA can be transported with mitochondria along significant distances and that its coding region is a major recognition feature. This is consistent with the idea that mitochondria can play a vital role in spatial regulation of the axonal transcriptome at distant neuronal sites.


Asunto(s)
Axones , Complejo IV de Transporte de Electrones/metabolismo , Mitocondrias , Regiones no Traducidas 3'/genética , Animales , Axones/metabolismo , Hibridación Fluorescente in Situ , Ratones , Mitocondrias/metabolismo , Proteínas Mitocondriales/metabolismo , ARN Mensajero/genética , ARN Mensajero/metabolismo
8.
Methods Mol Biol ; 2431: 145-161, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35412275

RESUMEN

The molecular communication mechanisms within the Motor Neurons (MN) distant axon and its soma, as well as between MN and their neighboring cells and extracellular environment are of keen interest for our understanding of neurodevelopment and neurodegenerative diseases. One tool that has significantly improved our ability to study such processes with high spatiotemporal resolution is microfluidic devices. Here we describe a step-by-step guide to the neuromuscular co-culturing procedure and demonstrate how to track trophic factors transmission from muscle-to-neuron and their transport along the axons.


Asunto(s)
Transporte Axonal , Microfluídica , Axones/metabolismo , Técnicas de Cocultivo , Microfluídica/métodos , Músculos/metabolismo
9.
Front Mol Neurosci ; 14: 757264, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34776865

RESUMEN

Mechanical events and alterations in neuronal morphology that accompany neuronal activity have been observed for decades. However, no clear neurophysiological role, nor an agreed molecular mechanism relating these events to the electrochemical process, has been found. Here we hypothesized that intense, yet physiological, electrical activity in neurons triggers cytoskeletal depolymerization. We excited the sciatic nerve of anesthetized mice with repetitive electric pulses (5, 10, and 100 Hz) for 1 and 2 min and immediately fixed the excised nerves. We then scanned the excised nerves with high-resolution transmission electron microscopy, and quantified cytoskeletal changes in the resulting micrographs. We demonstrate that excitation with a stimulation frequency that is within the physiological regime is accompanied by a significant reduction in the density of cytoskeletal proteins relative to the baseline values recorded in control nerves. After 10 Hz stimulation with durations of 1 and 2 min, neurofilaments density dropped to 55.8 and 51.1% of the baseline median values, respectively. In the same experiments, microtubules density dropped to 23.7 and 38.5% of the baseline median values, respectively. These changes were also accompanied by a reduction in the cytoskeleton-to-cytoplasm contrast that we attribute to the presence of depolymerized electron-dense molecules in the lumen. Thus, we demonstrate with an in vivo model a link between electrical activity and immediate cytoskeleton rearrangement at the nano-scale. We suggest that this cytoskeletal plasticity reduces cellular stiffness and allows cellular homeostasis, maintenance of neuronal morphology and that it facilitates in later stages growth of the neuronal projections.

10.
Nat Commun ; 12(1): 6914, 2021 11 25.
Artículo en Inglés | MEDLINE | ID: mdl-34824257

RESUMEN

Mislocalization of the predominantly nuclear RNA/DNA binding protein, TDP-43, occurs in motor neurons of ~95% of amyotrophic lateral sclerosis (ALS) patients, but the contribution of axonal TDP-43 to this neurodegenerative disease is unclear. Here, we show TDP-43 accumulation in intra-muscular nerves from ALS patients and in axons of human iPSC-derived motor neurons of ALS patient, as well as in motor neurons and neuromuscular junctions (NMJs) of a TDP-43 mislocalization mouse model. In axons, TDP-43 is hyper-phosphorylated and promotes G3BP1-positive ribonucleoprotein (RNP) condensate assembly, consequently inhibiting local protein synthesis in distal axons and NMJs. Specifically, the axonal and synaptic levels of nuclear-encoded mitochondrial proteins are reduced. Clearance of axonal TDP-43 or dissociation of G3BP1 condensates restored local translation and resolved TDP-43-derived toxicity in both axons and NMJs. These findings support an axonal gain of function of TDP-43 in ALS, which can be targeted for therapeutic development.


Asunto(s)
Axones/metabolismo , Proteínas de Unión al ADN/química , Proteínas de Unión al ADN/metabolismo , Inhibición Psicológica , Proteínas Mitocondriales/metabolismo , Unión Neuromuscular/metabolismo , Esclerosis Amiotrófica Lateral/tratamiento farmacológico , Animales , Proteína C9orf72/genética , ADN Helicasas , Proteínas de Unión al ADN/genética , Proteínas de Unión al ADN/farmacología , Modelos Animales de Enfermedad , Femenino , Humanos , Células Madre Pluripotentes Inducidas , Ratones , Ratones Endogámicos C57BL , Mitocondrias/efectos de los fármacos , Proteínas Mitocondriales/química , Proteínas Mitocondriales/genética , Neuronas Motoras , Enfermedades Neurodegenerativas/tratamiento farmacológico , Unión Neuromuscular/efectos de los fármacos , Neuronas/efectos de los fármacos , Neuronas/metabolismo , Neuronas Eferentes , Fosforilación , Proteínas de Unión a Poli-ADP-Ribosa , ARN Helicasas , Proteínas con Motivos de Reconocimiento de ARN
11.
EMBO J ; 40(17): e107586, 2021 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-34190355

RESUMEN

Amyotrophic lateral sclerosis (ALS) is a fatal non-cell-autonomous neurodegenerative disease characterized by the loss of motor neurons (MNs). Mutations in CRMP4 are associated with ALS in patients, and elevated levels of CRMP4 are suggested to affect MN health in the SOD1G93A -ALS mouse model. However, the mechanism by which CRMP4 mediates toxicity in ALS MNs is poorly understood. Here, by using tissue from human patients with sporadic ALS, MNs derived from C9orf72-mutant patients, and the SOD1G93A -ALS mouse model, we demonstrate that subcellular changes in CRMP4 levels promote MN loss in ALS. First, we show that while expression of CRMP4 protein is increased in cell bodies of ALS-affected MN, CRMP4 levels are decreased in the distal axons. Cellular mislocalization of CRMP4 is caused by increased interaction with the retrograde motor protein, dynein, which mediates CRMP4 transport from distal axons to the soma and thereby promotes MN loss. Blocking the CRMP4-dynein interaction reduces MN loss in human-derived MNs (C9orf72) and in ALS model mice. Thus, we demonstrate a novel CRMP4-dependent retrograde death signal that underlies MN loss in ALS.


Asunto(s)
Esclerosis Amiotrófica Lateral/metabolismo , Transporte Axonal , Proteínas del Tejido Nervioso/metabolismo , Esclerosis Amiotrófica Lateral/genética , Animales , Axones/metabolismo , Muerte Celular , Línea Celular , Células Cultivadas , Dineínas/metabolismo , Ratones , Ratones Endogámicos C57BL , Neuronas Motoras/metabolismo , Neuronas Motoras/patología , Proteínas del Tejido Nervioso/genética , Transducción de Señal , Superóxido Dismutasa-1/genética
12.
J Cell Biol ; 220(6)2021 06 07.
Artículo en Inglés | MEDLINE | ID: mdl-33852719

RESUMEN

COPII and COPI mediate the formation of membrane vesicles translocating in opposite directions within the secretory pathway. Live-cell and electron microscopy revealed a novel mode of function for COPII during cargo export from the ER. COPII is recruited to membranes defining the boundary between the ER and ER exit sites, facilitating selective cargo concentration. Using direct observation of living cells, we monitored cargo selection processes, accumulation, and fission of COPII-free ERES membranes. CRISPR/Cas12a tagging, the RUSH system, and pharmaceutical and genetic perturbations of ER-Golgi transport demonstrated that the COPII coat remains bound to the ER-ERES boundary during protein export. Manipulation of the cargo-binding domain in COPII Sec24B prohibits cargo accumulation in ERES. These findings suggest a role for COPII in selecting and concentrating exported cargo rather than coating Golgi-bound carriers. These findings transform our understanding of coat proteins' role in ER-to-Golgi transport.


Asunto(s)
Vesículas Cubiertas por Proteínas de Revestimiento/metabolismo , Retículo Endoplásmico/metabolismo , Aparato de Golgi/metabolismo , Proteínas de Transporte Vesicular/metabolismo , Células HeLa , Humanos , Transporte de Proteínas
14.
Biophys Rep (N Y) ; 1(1): 100013, 2021 Sep 08.
Artículo en Inglés | MEDLINE | ID: mdl-36425313

RESUMEN

Color is a fundamental contrast mechanism in fluorescence microscopy, providing the basis for numerous imaging and spectroscopy techniques. Building on spectral imaging schemes that encode color into a fixed spatial intensity distribution, here, we introduce continuously controlled spectral-resolution (CoCoS) microscopy, which allows the spectral resolution of the system to be adjusted in real-time. By optimizing the spectral resolution for each experiment, we achieve maximal sensitivity and throughput, allowing for single-frame acquisition of multiple color channels with single-molecule sensitivity and 140-fold larger fields of view compared with previous super-resolution spectral imaging techniques. Here, we demonstrate the utility of CoCoS in three experimental formats, single-molecule spectroscopy, single-molecule Förster resonance energy transfer, and multicolor single-particle tracking in live neurons, using a range of samples and 12 distinct fluorescent markers. A simple add-on allows CoCoS to be integrated into existing fluorescence microscopes, rendering spectral imaging accessible to the wider scientific community.

15.
J Vis Exp ; (159)2020 05 05.
Artículo en Inglés | MEDLINE | ID: mdl-32449725

RESUMEN

Motor neurons (MNs) are highly polarized cells with very long axons. Axonal transport is a crucial mechanism for MN health, contributing to neuronal growth, development, and survival. We describe a detailed method for the use of microfluidic chambers (MFCs) for tracking axonal transport of fluorescently labeled organelles in MN axons. This method is rapid, relatively inexpensive, and allows for the monitoring of intracellular cues in space and time. We describe a step by step protocol for: 1) Fabrication of polydimethylsiloxane (PDMS) MFCs; 2) Plating of ventral spinal cord explants and MN dissociated culture in MFCs; 3) Labeling of mitochondria and acidic compartments followed by live confocal imagining; 4) Manual and semiautomated axonal transport analysis. Lastly, we demonstrate a difference in the transport of mitochondria and acidic compartments of HB9::GFP ventral spinal cord explant axons as a proof of the system validity. Altogether, this protocol provides an efficient tool for studying the axonal transport of various axonal components, as well as a simplified manual for MFC usage to help discover spatial experimental possibilities.


Asunto(s)
Transporte Axonal , Técnicas de Cultivo de Célula/instrumentación , Dispositivos Laboratorio en un Chip , Neuronas Motoras/citología , Orgánulos/metabolismo , Animales , Dimetilpolisiloxanos , Mitocondrias/metabolismo , Médula Espinal/citología
16.
EMBO Rep ; 21(3): e48512, 2020 03 04.
Artículo en Inglés | MEDLINE | ID: mdl-31919978

RESUMEN

Regulation of axon guidance and pruning of inappropriate synapses by class 3 semaphorins are key to the development of neural circuits. Collapsin response mediator protein 2 (CRMP2) has been shown to regulate axon guidance by mediating semaphorin 3A (Sema3A) signaling; however, nothing is known about its role in synapse pruning. Here, using newly generated crmp2-/- mice we demonstrate that CRMP2 has a moderate effect on Sema3A-dependent axon guidance in vivo, and its deficiency leads to a mild defect in axon guidance in peripheral nerves and the corpus callosum. Surprisingly, crmp2-/- mice display prominent defects in stereotyped axon pruning in hippocampus and visual cortex and altered dendritic spine remodeling, which is consistent with impaired Sema3F signaling and with models of autism spectrum disorder (ASD). We demonstrate that CRMP2 mediates Sema3F signaling in primary neurons and that crmp2-/- mice display ASD-related social behavior changes in the early postnatal period as well as in adults. Together, we demonstrate that CRMP2 mediates Sema3F-dependent synapse pruning and its dysfunction shares histological and behavioral features of ASD.


Asunto(s)
Trastorno del Espectro Autista , Péptidos y Proteínas de Señalización Intercelular/genética , Proteínas de la Membrana/fisiología , Proteínas del Tejido Nervioso/genética , Proteínas del Tejido Nervioso/fisiología , Semaforinas , Animales , Espinas Dendríticas , Ratones , Ratones Noqueados , Plasticidad Neuronal , Neuronas , Transducción de Señal
17.
J Cell Sci ; 132(23)2019 12 02.
Artículo en Inglés | MEDLINE | ID: mdl-31722980

RESUMEN

The neuromuscular junction (NMJ) is the largest, most-complex synapse in the human body. Motor neuron (MN) diseases, such as amyotrophic lateral sclerosis (ALS), specifically target MNs and the NMJs. However, little is known about the reasons for MN-selective neuronal and synaptic vulnerability in MN diseases. Here, utilizing a compartmental microfluidic in vitro co-culture system, we provide a possible explanation for why the NMJ, other than its unusual dimensions, differs from other synapses. By using live-imaging techniques, we discovered that cultured MNs display higher axonal and synaptic mitochondrial immobility compared with sympathetic neurons (SNs), leading to a profound enrichment of mitochondria only in the MN NMJ. Furthermore, by employing a synaptic ATP sensor, we show that mitochondrial respiration is the key contributor to ATP production in MN NMJs but not in SN synapses. Taken together, our data suggest that mitochondrial localization underlies the unique and specific qualities of MN NMJs. Our findings shed light on the role of mitochondria in MN and NMJ maintenance, and possibly indicate how mitochondria may serve as a source for selective MN vulnerability in neurodegenerative diseases.This article has an associated First Person interview with the first author of the paper.


Asunto(s)
Adenosina Trifosfato/metabolismo , Esclerosis Amiotrófica Lateral/metabolismo , Unión Neuromuscular/metabolismo , Animales , Axones/metabolismo , Técnicas de Cocultivo , Femenino , Técnica del Anticuerpo Fluorescente , Humanos , Masculino , Ratones , Microscopía Fluorescente , Mitocondrias/metabolismo , Neuronas Motoras/metabolismo , Músculo Esquelético/metabolismo , Miocitos Cardíacos/metabolismo , Plásmidos/genética
18.
Biophys J ; 117(5): 810-816, 2019 09 03.
Artículo en Inglés | MEDLINE | ID: mdl-31326106

RESUMEN

The arrangement of receptors in the plasma membrane strongly affects the ability of a cell to sense its environment both in terms of sensitivity and in terms of spatial resolution. The spatial and temporal arrangement of the receptors is affected in turn by the mechanical properties and the structure of the cell membrane. Here, we focus on characterizing the flow of the membrane in response to the motion of a protein embedded in it. We do so by measuring the correlated diffusion of extracellularly tagged transmembrane neurotrophin receptors TrkB and p75 on transfected neuronal cells. In accord with previous reports, we find that the motion of single receptors exhibits transient confinement to submicron domains. We confirm predictions based on hydrodynamics of fluid membranes, finding long-range correlations in the motion of the receptors in the plasma membrane. However, we discover that these correlations do not persist for long ranges, as predicted, but decay exponentially, with a typical decay length on the scale of the average confining domain size.


Asunto(s)
Membrana Celular/fisiología , Reología , Animales , Difusión , Colorantes Fluorescentes/metabolismo , Células HEK293 , Humanos , Proteínas de la Membrana/metabolismo , Modelos Biológicos , Neuronas/metabolismo , Receptores de Factor de Crecimiento Nervioso/metabolismo
19.
Biophys J ; 117(2): 185-192, 2019 07 23.
Artículo en Inglés | MEDLINE | ID: mdl-31280841

RESUMEN

Diffusion plays a crucial role in many biological processes including signaling, cellular organization, transport mechanisms, and more. Direct observation of molecular movement by single-particle-tracking experiments has contributed to a growing body of evidence that many cellular systems do not exhibit classical Brownian motion but rather anomalous diffusion. Despite this evidence, characterization of the physical process underlying anomalous diffusion remains a challenging problem for several reasons. First, different physical processes can exist simultaneously in a system. Second, commonly used tools for distinguishing between these processes are based on asymptotic behavior, which is experimentally inaccessible in most cases. Finally, an accurate analysis of the diffusion model requires the calculation of many observables because different transport modes can result in the same diffusion power-law α, which is typically obtained from the mean-square displacements (MSDs). The outstanding challenge in the field is to develop a method to extract an accurate assessment of the diffusion process using many short trajectories with a simple scheme that is applicable at the nonexpert level. Here, we use deep learning to infer the underlying process resulting in anomalous diffusion. We implement a neural network to classify single-particle trajectories by diffusion type: Brownian motion, fractional Brownian motion and continuous time random walk. Further, we demonstrate the applicability of our network architecture for estimating the Hurst exponent for fractional Brownian motion and the diffusion coefficient for Brownian motion on both simulated and experimental data. These networks achieve greater accuracy than time-averaged MSD analysis on simulated trajectories while only requiring as few as 25 steps. When tested on experimental data, both net and ensemble MSD analysis converge to similar values; however, the net needs only half the number of trajectories required for ensemble MSD to achieve the same confidence interval. Finally, we extract diffusion parameters from multiple extremely short trajectories (10 steps) using our approach.


Asunto(s)
Aprendizaje Profundo , Imagen Individual de Molécula , Simulación por Computador , Difusión , Modelos Biológicos
20.
Neuromuscul Disord ; 29(7): 533-542, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-31230871

RESUMEN

Acetylcholine receptor (AChR) clustering on the surface of muscle cells is a hallmark of postsynaptic differentiation at the vertebrate neuromuscular junction (NMJ). Even though the assembly of complex postsynaptic apparatuses is known to rely on both, pre- and postsynaptic signals, the identity of muscle-derived proteins modulating postsynaptic assembly and maintenance is still to be fully elucidated. Efficient gene transfer into muscle cells represents a powerful tool to analyze the contribution of muscle proteins on postsynaptic assembly and maintenance. Here, we describe a protocol that combines efficient electroporation of primary muscle satellite cells with the formation of aneural complex postsynaptic structures on the surface of myotubes. In vitro formed postsynaptic structures share various similarities with in vivo postsynaptic NMJ domains. While primary myotubes express increasing amounts of the ε AChR subunit, associated with NMJ maturation, surface AChR aggregates lack this AChR subunit. Our results also validate the functional expression of a luciferase reporter gene, as well as the response of complex postsynaptic structures to pharmacological treatment. Together, these methods in primary muscle cells are a valuable tool to perform a detailed and accurate analysis of the potential role of muscle-derived proteins on the maintenance of complex postsynaptic structures and to identify nerve-derived signals regulating functional NMJ maturation.


Asunto(s)
Potenciales Postsinápticos Excitadores/fisiología , Técnicas de Transferencia de Gen , Fibras Musculares Esqueléticas/fisiología , Músculo Esquelético/inervación , Músculo Esquelético/fisiología , Animales , Diferenciación Celular/genética , Supervivencia Celular , ADN/genética , Electroporación , Mioblastos , Unión Neuromuscular/fisiología , Unión Neuromuscular/ultraestructura , Cultivo Primario de Células , Ratas , Receptores Colinérgicos/metabolismo , Células Satélite del Músculo Esquelético
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