ABSTRACT
The Si elegans platform targets the complete virtualization of the nematode Caenorhabditis elegans, and its environment. This paper presents a suite of unified web-based Graphical User Interfaces (GUIs) as the main user interaction point, and discusses their underlying technologies and methods. The user-friendly features of this tool suite enable users to graphically create neuron and network models, and behavioral experiments, without requiring knowledge of domain-specific computer-science tools. The framework furthermore allows the graphical visualization of all simulation results using a worm locomotion and neural activity viewer. Models, experiment definitions and results can be exported in a machine-readable format, thereby facilitating reproducible and cross-platform execution of in silico C. elegans experiments in other simulation environments. This is made possible by a novel XML-based behavioral experiment definition encoding format, a NeuroML XML-based model generation and network configuration description language, and their associated GUIs. User survey data confirms the platform usability and functionality, and provides insights into future directions for web-based simulation GUIs of C. elegans and other living organisms. The tool suite is available online to the scientific community and its source code has been made available.
ABSTRACT
Due to their small dimensions, electrophysiology on thin and intricate axonal branches in support of understanding their role in normal and diseased brain function poses experimental challenges. To reduce experimental complexity, we coupled microelectrode arrays (MEAs) to bi-level microchannel devices for the long-term in vitro tracking of axonal morphology and activity with high spatiotemporal resolution. Our model allowed the long-term multisite recording from pure axonal branches in a microscopy-compatible environment. Compartmentalizing the network structure into interconnected subpopulations simplified access to the locations of interest. Electrophysiological data over 95 days in vitro (DIV) showed an age-dependent increase of axonal conduction velocity, which was positively correlated with, but independent of evolving burst activity over time. Conduction velocity remained constant at chemically increased network activity levels. In contrast, low frequency (1 Hz, 180 repetitions) electrical stimulation of axons or network subpopulations evoked amplitude-dependent direct (5-35 ms peri-stimulus) and polysynaptic (35-1,000 ms peri-stimulus) activity with temporarily (<35 ms) elevated propagation velocities along the perisomatic branches. Furthermore, effective stimulation amplitudes were found to be significantly lower (>250 mV) in microchannels when compared with those reported for unconfined cultures (>800 mV). The experimental paradigm may lead to new insights into stimulation-induced axonal plasticity.
Subject(s)
Action Potentials/physiology , Axons/physiology , Microelectrodes , Neural Conduction/physiology , Algorithms , Animals , Cells, Cultured , Cerebral Cortex/cytology , Electric Stimulation , Electrophysiology/instrumentation , Electrophysiology/methods , Models, NeurologicalABSTRACT
OBJECTIVE: In light of recent progress in mapping neural function to behavior, we briefly and selectively review past and present endeavors to reveal and reconstruct nervous system function in Caenorhabditis elegans through simulation. APPROACH: Rather than presenting an all-encompassing review on the mathematical modeling of C. elegans, this contribution collects snapshots of pathfinding key works and emerging technologies that recent single- and multi-center simulation initiatives are building on. We thereby point out a few general limitations and problems that these undertakings are faced with and discuss how these may be addressed and overcome. MAIN RESULTS: Lessons learned from past and current computational approaches to deciphering and reconstructing information flow in the C. elegans nervous system corroborate the need of refining neural response models and linking them to intra- and extra-environmental interactions to better reflect and understand the actual biological, biochemical and biophysical events that lead to behavior. Together with single-center research efforts, the Si elegans and OpenWorm projects aim at providing the required, in some cases complementary tools for different hardware architectures to support advancement into this direction. SIGNIFICANCE: Despite its seeming simplicity, the nervous system of the hermaphroditic nematode C. elegans with just 302 neurons gives rise to a rich behavioral repertoire. Besides controlling vital functions (feeding, defecation, reproduction), it encodes different stimuli-induced as well as autonomous locomotion modalities (crawling, swimming and jumping). For this dichotomy between system simplicity and behavioral complexity, C. elegans has challenged neurobiologists and computational scientists alike. Understanding the underlying mechanisms that lead to a context-modulated functionality of individual neurons would not only advance our knowledge on nervous system function and its failure in pathological states, but have directly exploitable benefits for robotics and the engineering of brain-mimetic computational architectures that are orthogonal to current von-Neumann-type machines.
Subject(s)
Behavior, Animal/physiology , Brain-Computer Interfaces , Caenorhabditis elegans/physiology , Neural Networks, Computer , Neurobiology/methods , Animals , Locomotion/physiology , Prosthesis DesignABSTRACT
Phospholipids in the brain cell membranes contain different polyunsaturated fatty acids (PUFAs), which are critical to nervous system function and structure. In particular, brain function critically depends on the uptake of the so-called "essential" fatty acids such as omega-3 (n-3) and omega-6 (n-6) PUFAs that cannot be readily synthesized by the human body. We extracted natural lecithin rich in various PUFAs from a marine source and transformed it into nanoliposomes. These nanoliposomes increased neurite outgrowth, network complexity and neural activity of cortical rat neurons in vitro. We also observed an upregulation of synapsin I (SYN1), which supports the positive role of lecithin in synaptogenesis, synaptic development and maturation. These findings suggest that lecithin nanoliposomes enhance neuronal development, which may have an impact on devising new lecithin delivery strategies for therapeutic applications.
Subject(s)
Lecithins/pharmacology , Nerve Net/physiology , Animals , Liposomes , Microelectrodes , Mitochondria/drug effects , Mitochondria/metabolism , Nanoparticles/chemistry , Nanoparticles/ultrastructure , Nerve Net/drug effects , Neurons/drug effects , Neurons/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Rats , Synapsins/genetics , Synapsins/metabolismABSTRACT
Most in vitro electrophysiology studies extract information and draw conclusions from representative, temporally limited snapshot experiments. This approach bears the risk of missing decisive moments that may make a difference in our understanding of physiological events. This feasibility study presents a simple benchtop cell-culture perfusion system adapted to commercial microelectrode arrays (MEAs), multichannel electrophysiology equipment and common inverted microscopy stages for simultaneous and uninterrupted extracellular electrophysiology and time-lapse imaging at ambient CO2 levels. The concept relies on a transparent, replica-casted polydimethylsiloxane perfusion cap, gravity- or syringe-pump-driven perfusion and preconditioning of pH-buffered serum-free cell-culture medium to ambient CO2 levels at physiological temperatures. The low-cost microfluidic in vitro enabling platform, which allows us to image cultures immediately after cell plating, is easy to reproduce and is adaptable to the geometries of different cell-culture containers. It permits the continuous and simultaneous multimodal long-term acquisition or manipulation of optical and electrophysiological parameter sets, thereby considerably widening the range of experimental possibilities. Two exemplary proof-of-concept long-term MEA studies on hippocampal networks illustrate system performance. Continuous extracellular recordings over a period of up to 70 days revealed details on both sudden and gradual neural activity changes in maturing cell ensembles with large intra-day fluctuations. Correlated time-lapse imaging unveiled rather static macroscopic network architectures with previously unreported local morphological oscillations on the timescale of minutes.
ABSTRACT
We designed a miniaturized and thin polydimethylsiloxane (PDMS) microchannel device compatible with commercial microelectrode array (MEA) chips. It was optimized for selective axonal ablation by laser microdissection (LMD) to investigate the electrophysiological and morphological responses to a focal injury in distinct network compartments over 45 days in vitro (45 DIV). Low-density cortical or hippocampal networks (<3500 neurons per device) were cultured in quasi-closed somal chambers. Their axons were selectively filtered through neurite cavities and guided into the PDMS microchannels aligned over the recording electrodes. The device geometries amplified extracellularly recorded signals in the somal reservoir and the axonal microchannels to detectable levels. Locally extended areas along the microchannel, so-called working stations, forced axonal bundles to branch out and thereby allowed for their repeatable and controllable local, partial or complete dissections. Proximal and distal changes in the activity and morphology of the dissected axons were monitored and compared to those of their parent networks and of intact axons in the control microchannels. Microscopy images confirmed progressive anterograde degeneration of distal axonal segments over four weeks after surgery. Dissection on cortical and hippocampal axons revealed different cell type- and age-dependent network responses. At 17 DIV, network activity increased in both the somal and proximal microchannel compartments of the dissected hippocampal or cortical axons. At later days (24 DIV), the hippocampal networks were more susceptible to axonal injury. While their activity decreased, that in the cortical cultures actually increased. Subsequent partial dissections of the same axonal bundles led to a stepwise activity reduction in the distal hippocampal or cortical axonal fragments. We anticipate that the MEA-PDMS microchannel device for the combined morphological and electrophysiological study of axonal de- and regeneration can be easily merged with other experimental paradigms like molecular or pharmacological screening studies.
Subject(s)
Axons/physiology , Lab-On-A-Chip Devices , Nerve Regeneration , Animals , Axons/ultrastructure , Axotomy/instrumentation , Cells, Cultured , Cerebral Cortex/cytology , Cerebral Cortex/physiology , Electrophysiological Phenomena , Equipment Design , Hippocampus/cytology , Hippocampus/physiology , Laser Capture Microdissection/instrumentation , Microelectrodes , Nerve Net/cytology , Nerve Net/physiology , Rats , Tissue Array Analysis/instrumentationABSTRACT
Regeneration of functional connectivity within a neural network after different degrees of lesion is of utmost clinical importance. To test pharmacological approaches aimed at recovering from a total or partial damage of neuronal connections within a circuit, it is necessary to develop a precise method for controlled ablation of neuronal processes. We combined a UV laser microdissector to ablate neural processes in vitro at single neuron and neural network level with infrared holographic optical tweezers to carry out force spectroscopy measurements. Simultaneous force spectroscopy, down to the sub-pico-Newton range, was performed during laser dissection to quantify the tension release in a partially ablated neurite. Therefore, we could control and measure the damage inflicted to an individual neuronal process. To characterize the effect of the inflicted injury on network level, changes in activity of neural subpopulations were monitored with subcellular resolution and overall network activity with high temporal resolution by concurrent calcium imaging and microelectrode array recording. Neuronal connections have been sequentially ablated and the correlated changes in network activity traced and mapped. With this unique combination of electrophysiological and optical tools, neural activity can be studied and quantified in response to controlled injury at the subcellular, cellular, and network level.
Subject(s)
Dissection/instrumentation , Laser Therapy/instrumentation , Microsurgery/instrumentation , Nerve Net/surgery , Optical Tweezers , Robotics/instrumentation , Animals , Cells, Cultured , Equipment Design , Equipment Failure Analysis , Nerve Net/cytology , Neurites/ultrastructure , Rats , Rats, Sprague-Dawley , Systems IntegrationABSTRACT
Microelectrode electrophysiology has become a widespread technique for the extracellular recording of bioelectrical signals. To date, electrodes are made of metals or inorganic semiconductors, or hybrids thereof. We demonstrate that these traditional conductors can be completely substituted by highly flexible electroconductive polymers. Pursuing a two-level replica-forming strategy, conductive areas for electrodes, leads and contact pads are defined as microchannels in poly(dimethylsiloxane) (PDMS) as a plastic carrier and track insulation material. These channels are coated by films of organic conductors such as polystyrenesulfonate-doped poly(3,4-ethylenedioxy-thiophene) (PEDOT:PSS) or filled with a graphite-PDMS (gPDMS) composite, either alone or in combination. The bendable, somewhat stretchable, non-cytotoxic and biostable all-polymer microelectrode arrays (polyMEAs) with a thickness below 500 µm and up to 60 electrodes reliably capture action potentials (APs) and local field potentials (LFPs) from acute preparations of heart muscle cells and retinal whole mounts, in vivo epicortical and epidural recordings as well as during long-term in vitro recordings from cortico-hippocampal co-cultures.
Subject(s)
Electrophysiology/methods , Microelectrodes , Polymers/chemistry , Action Potentials/physiology , Animals , In Vitro Techniques , Mice , Mice, Inbred C57BL , Myocytes, Cardiac/physiology , Neurons/physiology , Retina/physiologyABSTRACT
During development, axons of neurons in the mammalian central nervous system lose their ability to regenerate. To study the regeneration process, axons of mouse hippocampal neurons were partially damaged by an UVA laser dissector system. The possibility to deliver very low average power to the sample reduced the collateral thermal damage and allowed studying axonal regeneration of mouse neurons during early days in vitro. Force spectroscopy measurements were performed during and after axon ablation with a bead attached to the axonal membrane and held in an optical trap. With this approach, we quantified the adhesion of the axon to the substrate and the viscoelastic properties of the membrane during regeneration. The reorganization and regeneration of the axon was documented by long-term live imaging. Here we demonstrate that BDNF regulates neuronal adhesion and favors the formation of actin waves during regeneration after axonal lesion.
Subject(s)
Actins/metabolism , Axons/pathology , Brain-Derived Neurotrophic Factor/metabolism , Gene Expression Regulation , Animals , Axons/metabolism , Central Nervous System/pathology , Cytoskeleton/metabolism , Extracellular Matrix/metabolism , Hippocampus/metabolism , Interferometry/methods , Lasers , Mice , Mice, Inbred C57BL , Neurons/metabolism , Optical Tweezers , Optics and Photonics/methods , Regeneration , Ultraviolet RaysABSTRACT
Holographic microscopy is increasingly recognized as a promising tool for the study of the central nervous system. Here we present a "holographic module", a simple optical path that can be combined with commercial scanheads for simultaneous imaging and uncaging with structured two-photon light. The present microscope is coupled to two independently tunable lasers and has two principal configurations: holographic imaging combined with galvo-steered uncaging and holographic uncaging combined with conventional scanning imaging. We applied this flexible system for simultaneous two-photon imaging and photostimulation of neuronal cells with complex light patterns, opening new perspectives for the study of brain function in situ and in vivo.
Subject(s)
Brain/pathology , Diagnostic Imaging/methods , Microscopy, Fluorescence/methods , Neurons/pathology , Animals , Equipment Design , Light , Mice , Mice, Inbred C57BL , Optics and Photonics , Photons , Polylysine/chemistry , Silicon/chemistry , SoftwareABSTRACT
The microenvironment of cells in vivo is defined by spatiotemporal patterns of chemical and biophysical cues. Therefore, one important goal of tissue engineering is the generation of scaffolds with defined biofunctionalization in order to control processes like cell adhesion and differentiation. Mimicking extrinsic factors like integrin ligands presented by the extracellular matrix is one of the key elements to study cellular adhesion on biocompatible scaffolds. By using special thermoformable polymer films with anchored biomolecules micro structured scaffolds, e.g. curved and micro-patterned substrates, can be fabricated. Here, we present a novel strategy for the fabrication of micro-patterned scaffolds based on the "Substrate Modification and Replication by Thermoforming" (SMART) technology: The surface of a poly lactic acid membrane, having a low forming temperature of 60 degrees C and being initially very cell attractive, was coated with a photopatterned layer of poly(L-lysine) (PLL) and hyaluronic acid (VAHyal) to gain spatial control over cell adhesion. Subsequently, this modified polymer membrane was thermoformed to create an array of spherical microcavities with diameters of 300 microm for 3D cell culture. Human hepatoma cells (HepG2) and mouse fibroblasts (L929) were used to demonstrate guided cell adhesion. HepG2 cells adhered and aggregated exclusively within these cavities without attaching to the passivated surfaces between the cavities. Also L929 cells adhering very strongly on the pristine substrate polymer were effectively patterned by the cell repellent properties of the hyaluronic acid based hydrogel. This is the first time cell adhesion was controlled by patterned functionalization of a polymeric substrate with UV curable PLL-VAHyal in thermoformed 3D microstructures.
Subject(s)
Microtechnology/methods , Tissue Scaffolds/chemistry , Animals , Biocompatible Materials/chemistry , Cell Adhesion , Cell Culture Techniques , Cell Line, Tumor , Humans , Hyaluronic Acid/chemistry , Mechanical Phenomena , Membranes, Artificial , Mice , Polylysine/chemistry , Surface Properties , TemperatureABSTRACT
An imbalance in medium osmolarity is a determinant that affects cell culture longevity. Even in humidified incubators, evaporation of water leads to a gradual increase in osmolarity over time. We present a simple replica-moulding strategy for producing self-sealing lids adaptable to standard, small-size cell-culture vessels. They are made of polydimethylsiloxane (PDMS), a flexible, transparent and biocompatible material, which is gas-permeable but largely impermeable to water. Keeping cell cultures in a humidified 5% CO2 incubator at 37 degrees C, medium osmolarity increased by +6.86 mosmol/kg/day in standard 35 mm Petri dishes, while PDMS lids attenuated its rise by a factor of four to changes of +1.72 mosmol/kg/ day. Depending on the lid membrane thickness,pH drifts at ambient CO2 levels were attenuated by a factor of 4 to 9. Comparative evaporation studies at temperatures below 60 degrees C yielded a 10-fold reduced water vapour flux of 1.75 g/day/ dm 2 through PDMS lids as compared with 18.69 g/day/dm 2 with conventional Petri dishes. Using such PDMS lids,about 2/3 of the cell cultures grew longer than 30 days in vitro. Among these,the average survival time was 69 days with the longest survival being 284 days under otherwise conventional cell culture conditions.
Subject(s)
Cell Culture Techniques/instrumentation , Dimethylpolysiloxanes , Animals , Carbon Dioxide , Cell Survival , Chickens , Equipment Design , Hydrogen-Ion Concentration , Osmolar Concentration , Rats , Rats, Sprague-Dawley , Temperature , Time FactorsABSTRACT
Intrinsically photosensitive retinal ganglion cells (ipRGCs) play important roles in non-image forming photoreception and participate in the regulation of the circadian rhythm and the pupillary light reflex. The aim of the present work was to characterize the light response of ipRGCs at two developmental stages of the embryonic chick. The electrophysiological study was based on comparative multielectrode array recordings from acute retinal slices. To ensure that light was the only source of excitation, intercellular activity modulation by gap junctions and chemical synapses was inhibited by carbenoxolone and bafilomycin A1, respectively. Action potentials evoked by blue light were detected as early as day 13 of embryonic development, which is notably earlier than the completion of the maturation process of functional rods and cones. Three different response types were distinguished by their response latency and sensitivity to different illumination intensities. At this point it is not clear whether these types just represent different maturation stages or have different morphologies and functions with respect to the non-image forming visual system and circadian entrainment.
Subject(s)
Action Potentials/physiology , Light , Retinal Ganglion Cells/physiology , Action Potentials/radiation effects , Age Factors , Animals , Chick Embryo , Dose-Response Relationship, Radiation , Electrodes , In Vitro Techniques , Light Signal Transduction , Photic Stimulation/methods , Reaction Time/radiation effects , Retina/cytology , Retinal Ganglion Cells/cytologyABSTRACT
Peptide design for unassisted passive water-lipid translocation remains a challenge, notwithstanding its importance for drug delivery. We introduce a design paradigm based on conformational switches operating as passive translocation vehicles. The interfacial behavior of the molecular prototype, probed in single-molecule AFM experiments, reveals a near-barrierless translocation. The associated free-energy agrees with mesoscopic measurements, and the in vitro behavior is quantitatively reproduced in cellular assays. The prototypes herald the advent of novel nanobiomaterials for passive translocation.
Subject(s)
Lipids/chemistry , Peptides/chemistry , Peptides/metabolism , Water/chemistry , Animals , Cell Line , Circular Dichroism , Mice , Protein Transport , SolventsABSTRACT
The brain is perhaps the most advanced and robust computation system known. We are creating a method to study how information is processed and encoded in living cultured neuronal networks by interfacing them to a computer-generated animal, the Neurally-Controlled Animat, within a virtual world. Cortical neurons from rats are dissociated and cultured on a surface containing a grid of electrodes (multi-electrode arrays, or MEAs) capable of both recording and stimulating neural activity. Distributed patterns of neural activity are used to control the behavior of the Animat in a simulated environment. The computer acts as its sensory system providing electrical feedback to the network about the Animat's movement within its environment. Changes in the Animat's behavior due to interaction with its surroundings are studied in concert with the biological processes (e.g., neural plasticity) that produced those changes, to understand how information is processed and encoded within a living neural network. Thus, we have created a hybrid real-time processing engine and control system that consists of living, electronic, and simulated components. Eventually this approach may be applied to controlling robotic devices, or lead to better real-time silicon-based information processing and control algorithms that are fault tolerant and can repair themselves.