Neuromuscular Modulation in Aplysia. I. Dynamic Model

2003 ◽  
Vol 90 (4) ◽  
pp. 2592-2612 ◽  
Author(s):  
Vladimir Brezina ◽  
Irina V. Orekhova ◽  
Klaudiusz R. Weiss
Keyword(s):  
Mathematical Modeling ◽  
Steady State ◽  
Motor Neuron ◽  
Dynamic Model ◽  
Motor Neurons ◽  
Neuromuscular System ◽  
Feeding Behaviors ◽  
Cellular Effects ◽  
Dynamical Time ◽  
Physiological Systems

Many physiological systems are regulated by complex networks of modulatory actions. Here we use mathematical modeling and complementary experiments to study the dynamic behavior of such a network in the accessory radula closer (ARC) neuromuscular system of Aplysia. The ARC muscle participates in several types of rhythmic consummatory feeding behavior. The muscle's motor neurons release acetylcholine to produce basal contractions, but also modulatory peptide cotransmitters that, through multiple cellular effects, shape the contractions to meet behavioral demands. We construct a dynamic model of the modulatory network and examine its operation as the motor neurons fire in realistic patterns that change gradually over an hour-long meal and abruptly with switches between the different feeding behaviors. The modulatory effects have very disparate dynamical time scales. Some react to the motor neuron firing only over many cycles of the behavior, but one key effect is fast enough to respond to each individual cycle. Switches between the behaviors are therefore followed by rapid relaxations along some modulatory dimensions but not others. The trajectory of the modulatory state is a transient throughout the meal, ranging widely over regions of the modulatory space not accessible in the steady state. There is a pronounced history-dependency: the modulatory state associated with a cycle of a particular behavior depends on when that cycle occurs and what behaviors preceded it. On average, nevertheless, each behavior is associated with a different modulatory state. In the following companion study, we add a model of the neuromuscular transform to reconstruct and evaluate the actual modulated contraction shapes.

Tight or Loose Coupling Between Components of the Feeding Neuromusculature of Aplysia?

2005 ◽  
Vol 94 (1) ◽  
pp. 531-549 ◽  
Author(s):  
Yuriy Zhurov ◽  
Klaudiusz R. Weiss ◽  
Vladimir Brezina
Keyword(s):  
Motor Neuron ◽  
Motor Neurons ◽  
Neuromuscular System ◽  
Loose Coupling ◽  
Tight Coupling ◽  
Feeding Behaviors ◽  
Motor Programs ◽  
Firing Patterns ◽  
Functional Behavior ◽  
Tightly Coupled

Like other complex behaviors, the cyclical, rhythmic consummatory feeding behaviors of Aplysia—biting, swallowing, and rejection of unsuitable food—are produced by a complex neuromuscular system: the animal's buccal mass, with numerous pairs of antagonistic muscles, controlled by the firing of numerous motor neurons, all driven by the motor programs of a central pattern generator (CPG) in the buccal ganglia. In such a complex neuromuscular system, it has always been assumed that the activities of the various components must necessarily be tightly coupled and coordinated if successful functional behavior is to be produced. However, we have recently found that the CPG generates extremely variable motor programs from one cycle to the next, and so very variable motor neuron firing patterns and contractions of individual muscles. Here we show that this variability extends even to higher-level parameters of the operation of the neuromuscular system such as the coordination between entire antagonistic subsystems within the buccal neuromusculature. In motor programs elicited by stimulation of the esophageal nerve, we have studied the relationship between the contractions of the accessory radula closer (ARC) muscle, and the firing patterns of its motor neurons B15 and B16, with those of its antagonist, the radula opener (I7) muscle, and its motor neuron B48. There are two separate B15/B16-ARC subsystems, one on each side of the animal, and these are indeed very tightly coupled. Tight coupling can, therefore, be achieved in this neuromuscular system where required. Yet there is essentially no coupling at all between the contractions of the ARC muscles and those of the antagonistic radula opener muscle. We interpret this result in terms of a hypothesis that ascribes a higher-order benefit to such loose coupling in the neuromusculature. The variability, emerging in the successive feeding movements made by the animal, diversifies the range of movements and thereby implements a trial-and-error search through the space of movements that might be successful, an optimal strategy for the animal in an unknown, rapidly changing feeding environment.

Modeling Neuromuscular Modulation in Aplysia. III. Interaction of Central Motor Commands and Peripheral Modulatory State for Optimal Behavior

2005 ◽  
Vol 93 (3) ◽  
pp. 1523-1556 ◽  
Author(s):  
Vladimir Brezina ◽  
Charles C. Horn ◽  
Klaudiusz R. Weiss
Keyword(s):  
Nervous System ◽  
Motor Neuron ◽  
Motor Neurons ◽  
Functional Performance ◽  
Feeding Strategy ◽  
Neuromuscular System ◽  
Robust Performance ◽  
Neuron Firing ◽  
Variable Environment ◽  
Firing Patterns

Recent work in computational neuroethology has emphasized that “the brain has a body”: successful adaptive behavior is not simply commanded by the nervous system, but emerges from interactions of nervous system, body, and environment. Here we continue our study of these issues in the accessory radula closer (ARC) neuromuscular system of Aplysia. The ARC muscle participates in the animal's feeding behaviors, a set of cyclical, rhythmic behaviors driven by a central pattern generator (CPG). Patterned firing of the ARC muscle's two motor neurons, B15 and B16, releases not only ACh to elicit the muscle's contractions but also peptide neuromodulators that then shape the contractions through a complex network of actions on the muscle. These actions are dynamically complex: some are fast, but some are slow, so that they are temporally uncoupled from the motor neuron firing pattern in the current cycle. Under these circumstances, how can the nervous system, through just the narrow channel of the firing patterns of the motor neurons, control the contractions, movements, and behavior in the periphery? In two earlier papers, we developed a realistic mathematical model of the B15/B16-ARC neuromuscular system and its modulation. Here we use this model to study the functional performance of the system in a realistic behavioral task. We run the model with two kinds of inputs: a simple set of regular motor neuron firing patterns that allows us to examine the entire space of patterns, and the real firing patterns of B15 and B16 previously recorded in a 21/2-h-long meal of 749 cycles in an intact feeding animal. These real patterns are extremely irregular. Our main conclusions are the following. 1) The modulation in the periphery is necessary for superior functional performance. 2) The components of the modulatory network interact in nonlinear, context- and task-dependent combinations for best performance overall, although not necessarily in any particular cycle. 3) Both the fast and the slow dynamics of the modulatory state make important contributions. 4) The nervous system controls different components of the periphery to different degrees. To some extent the periphery operates semiautonomously. However, the structure of the peripheral modulatory network ensures robust performance under all circumstances, even with the irregular motor neuron firing patterns and even when the parameters of the functional task are randomly varied from cycle to cycle to simulate a variable feeding environment. In the variable environment, regular firing patterns, which are fine-tuned to one particular task, fail to provide robust performance. We propose that the CPG generates the irregular firing patterns, which nevertheless are guaranteed to give robust performance overall through the actions of the peripheral modulatory network, as part of a trial-and-error feeding strategy in a variable, uncertain environment.

scholarly journals Transsynaptic interactions between IgSF proteins DIP-α and Dpr10 are required for motor neuron targeting specificity

eLife ◽  
2019 ◽  
Vol 8 ◽  
Author(s):  
James Ashley ◽  
Violet Sorrentino ◽  
Meike Lobb-Rabe ◽  
Sonal Nagarkar-Jaiswal ◽  
Liming Tan ◽  
...  
Keyword(s):  
Motor Neuron ◽  
Motor Neurons ◽  
Surface Proteins ◽  
Partner Choice ◽  
Neuromuscular System ◽  
Synaptic Specificity ◽  
Binding Partner ◽  
Spatial Expression Pattern ◽  
Muscle Innervation ◽  
Temporal And Spatial

The Drosophila larval neuromuscular system provides an ideal context in which to study synaptic partner choice, because it contains a small number of pre- and postsynaptic cells connected in an invariant pattern. The discovery of interactions between two subfamilies of IgSF cell surface proteins, the Dprs and the DIPs, provided new candidates for cellular labels controlling synaptic specificity. Here we show that DIP-α is expressed by two identified motor neurons, while its binding partner Dpr10 is expressed by postsynaptic muscle targets. Removal of either DIP-α or Dpr10 results in loss of specific axonal branches and NMJs formed by one motor neuron, MNISN-1s, while other branches of the MNISN-1s axon develop normally. The temporal and spatial expression pattern of dpr10 correlates with muscle innervation by MNISN-1s during embryonic development. We propose a model whereby DIP-α and Dpr10 on opposing synaptic partners interact with each other to generate proper motor neuron connectivity.

scholarly journals Transsynaptic interactions between IgSF proteins DIP-α and Dpr10 are required for motor neuron targeting specificity in Drosophila

2018 ◽  
Author(s):  
James Ashley ◽  
Violet Sorrentino ◽  
Sonal Nagarkar-Jaiswal ◽  
Liming Tan ◽  
Shuwa Xu ◽  
...  
Keyword(s):  
Motor Neuron ◽  
Motor Neurons ◽  
Surface Proteins ◽  
Partner Choice ◽  
Neuromuscular System ◽  
Synaptic Specificity ◽  
Binding Partner ◽  
Spatial Expression Pattern ◽  
Muscle Innervation ◽  
Temporal And Spatial

ABSTRACTThe Drosophila larval neuromuscular system provides an ideal context in which to study synaptic partner choice, because it contains a small number of pre- and postsynaptic cells connected in an invariant pattern. The discovery of interactions between two subfamilies of IgSF cell surface proteins, the Dprs and the DIPs, provided new candidates for cellular labels controlling synaptic specificity. Here we show that DIP-α is expressed by two identified motor neurons, while its binding partner Dpr10 is expressed by postsynaptic muscle targets. Removal of either DIP-α or Dpr10 results in loss of specific axonal branches and NMJs formed by one motor neuron, MNISN-1s, while other branches of the MNISN-1s axon develop normally. The temporal and spatial expression pattern of dpr10 correlates with muscle innervation by MNISN-1s during embryonic development. We propose a model whereby DIP-α and Dpr10 on opposing synaptic partners interact with each other to generate proper motor neuron connectivity.

scholarly journals Global transcriptome profile of the developmental principles of in vitro iPSC-to-motor neuron differentiation

2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Emilia Solomon ◽  
Katie Davis-Anderson ◽  
Blake Hovde ◽  
Sofiya Micheva-Viteva ◽  
Jennifer Foster Harris ◽  
...  
Keyword(s):  
Stem Cells ◽  
Neural Stem Cells ◽  
Motor Neuron ◽  
Motor Neurons ◽  
Acetylcholine Receptors ◽  
Gene Networks ◽  
Spinal Cord Injuries ◽  
Regulatory Gene ◽  
Transcriptome Profile

Abstract Background Human induced pluripotent stem cells (iPSC) have opened new avenues for regenerative medicine. Consequently, iPSC-derived motor neurons have emerged as potentially viable therapies for spinal cord injuries and neurodegenerative disorders including Amyotrophic Lateral Sclerosis. However, direct clinical application of iPSC bears in itself the risk of tumorigenesis and other unforeseeable genetic or epigenetic abnormalities. Results Employing RNA-seq technology, we identified and characterized gene regulatory networks triggered by in vitro chemical reprogramming of iPSC into cells with the molecular features of motor neurons (MNs) whose function in vivo is to innervate effector organs. We present meta-transcriptome signatures of 5 cell types: iPSCs, neural stem cells, motor neuron progenitors, early motor neurons, and mature motor neurons. In strict response to the chemical stimuli, along the MN differentiation axis we observed temporal downregulation of tumor growth factor-β signaling pathway and consistent activation of sonic hedgehog, Wnt/β-catenin, and Notch signaling. Together with gene networks defining neuronal differentiation (neurogenin 2, microtubule-associated protein 2, Pax6, and neuropilin-1), we observed steady accumulation of motor neuron-specific regulatory genes, including Islet-1 and homeobox protein HB9. Interestingly, transcriptome profiling of the differentiation process showed that Ca2+ signaling through cAMP and LPC was downregulated during the conversion of the iPSC to neural stem cells and key regulatory gene activity of the pathway remained inhibited until later stages of motor neuron formation. Pathways shaping the neuronal development and function were well-represented in the early motor neuron cells including, neuroactive ligand-receptor interactions, axon guidance, and the cholinergic synapse formation. A notable hallmark of our in vitro motor neuron maturation in monoculture was the activation of genes encoding G-coupled muscarinic acetylcholine receptors and downregulation of the ionotropic nicotinic acetylcholine receptors expression. We observed the formation of functional neuronal networks as spontaneous oscillations in the extracellular action potentials recorded on multi-electrode array chip after 20 days of differentiation. Conclusions Detailed transcriptome profile of each developmental step from iPSC to motor neuron driven by chemical induction provides the guidelines to novel therapeutic approaches in the re-construction efforts of muscle innervation.

scholarly journals Lipidomics study of plasma from patients suggest that ALS and PLS are part of a continuum of motor neuron disorders

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Estela Area-Gomez ◽  
D. Larrea ◽  
T. Yun ◽  
Y. Xu ◽  
J. Hupf ◽  
...  
Keyword(s):  
Motor Neuron ◽  
Motor Neurons ◽  
Cell Structure ◽  
Disease Onset ◽  
Point Of View ◽  
Motor Dysfunction ◽  
Cellular Processes ◽  
Progressive Muscle Weakness ◽  
Human Pathology ◽  
Lateral Sclerosis

AbstractMotor neuron disorders (MND) include a group of pathologies that affect upper and/or lower motor neurons. Among them, amyotrophic lateral sclerosis (ALS) is characterized by progressive muscle weakness, with fatal outcomes only in a few years after diagnosis. On the other hand, primary lateral sclerosis (PLS), a more benign form of MND that only affects upper motor neurons, results in life-long progressive motor dysfunction. Although the outcomes are quite different, ALS and PLS present with similar symptoms at disease onset, to the degree that both disorders could be considered part of a continuum. These similarities and the lack of reliable biomarkers often result in delays in accurate diagnosis and/or treatment. In the nervous system, lipids exert a wide variety of functions, including roles in cell structure, synaptic transmission, and multiple metabolic processes. Thus, the study of the absolute and relative concentrations of a subset of lipids in human pathology can shed light into these cellular processes and unravel alterations in one or more pathways. In here, we report the lipid composition of longitudinal plasma samples from ALS and PLS patients initially, and after 2 years following enrollment in a clinical study. Our analysis revealed common aspects of these pathologies suggesting that, from the lipidomics point of view, PLS and ALS behave as part of a continuum of motor neuron disorders.

scholarly journals Poor Corticospinal Motor Neuron Health Is Associated with Increased Symptom Severity in the Acute Phase Following Repetitive Mild TBI and Predicts Early ALS Onset in Genetically Predisposed Rodents

2021 ◽  
Vol 11 (2) ◽  
pp. 160
Author(s):  
Mor R. Alkaslasi ◽  
Noell E. Cho ◽  
Navpreet K. Dhillon ◽  
Oksana Shelest ◽  
Patricia S. Haro-Lopez ◽  
...  
Keyword(s):  
Risk Factor ◽  
Motor Neuron ◽  
Motor Neurons ◽  
Disease Onset ◽  
Poor Health ◽  
Disease Symptoms ◽  
Established Risk Factor ◽  
Early Injury ◽  
Corticospinal Motor Neurons ◽  
Lateral Sclerosis

Traumatic brain injury (TBI) is a well-established risk factor for several neurodegenerative disorders including Alzheimer’s disease and Parkinson’s disease, however, a link between TBI and amyotrophic lateral sclerosis (ALS) has not been clearly elucidated. Using the SOD1G93A rat model known to recapitulate the human ALS condition, we found that exposure to mild, repetitive TBI lead ALS rats to experience earlier disease onset and shortened survival relative to their sham counterparts. Importantly, increased severity of early injury symptoms prior to the onset of ALS disease symptoms was linked to poor health of corticospinal motor neurons and predicted worsened outcome later in life. Whereas ALS rats with only mild behavioral injury deficits exhibited no observable changes in corticospinal motor neuron health and did not present with early onset or shortened survival, those with more severe injury-related deficits exhibited alterations in corticospinal motor neuron health and presented with significantly earlier onset and shortened lifespan. While these studies do not imply that TBI causes ALS, we provide experimental evidence that head injury is a risk factor for earlier disease onset in a genetically predisposed ALS population and is associated with poor health of corticospinal motor neurons.

scholarly journals Sensory and motor neuron-derived factor. A novel heregulin variant highly expressed in sensory and motor neurons.

1995 ◽  
Vol 270 (44) ◽  
pp. 26722
Author(s):  
Wei-Hsien Ho ◽  
Mark P. Armanini ◽  
Andrew Nuijens ◽  
Heidi S. Phillips ◽  
Phyllis L. Osheroff
Keyword(s):  
Motor Neuron ◽  
Motor Neurons

scholarly journals ALS-Like Disorder in Three HIV-Positive Patients: Case Series

2021 ◽  
pp. 59-64
Author(s):  
Zachary Aaron Satin ◽  
Elham Bayat
Keyword(s):  
Antiretroviral Therapy ◽  
Motor Neuron ◽  
Motor Neuron Disease ◽  
Motor Neurons ◽  
Case Series ◽  
Retrospective Chart Review ◽  
Effective Control ◽  
Hiv Positive ◽  
Disease Course ◽  
Retroviral Infection

There appears to be a relationship between retroviruses such as HIV and the development of an ALS-like syndrome. Few cases have been reported; however, there exists evidence of a higher frequency of motor neuron disease in HIV-infected patients, as well as potential slowing and reversibility of disease course with combination antiretroviral therapy. We conducted a retrospective chart review of patients presenting to the George Washington University ALS Clinic from September 2006 to June 2018 to identify patients with HIV receiving HAART who were subsequently diagnosed with ALS or an ALS-like disorder. Our goals were to describe our patients’ disease course and compare them to general characteristics of ALS. We report three cases of HIV-positive individuals, all male, who were subsequently diagnosed with ALS. Each presented with symptoms of limb onset ALS with involvement of upper and lower motor neurons and whose disease originated at the cervical level. All three had been diagnosed with HIV prior to presentation and were presumably compliant with antiretroviral therapy throughout. Our patients demonstrated effective control of their HIV infection. Each experienced relatively slow progression of motor impairment compared to general ALS characteristics. Our study offers a distinct profile of HIV-positive patients compliant with HAART subsequently diagnosed with an ALS-like disorder. Further study should aim to uncover pathophysiological similarities between motor neuron disease both in the presence and absence of retroviral infection and to develop effective medical therapy for each.

scholarly journals Mutant VAPB: Culprit or Innocent Bystander of Amyotrophic Lateral Sclerosis?

Contact ◽  
2021 ◽  
Vol 4 ◽  
pp. 251525642110225
Author(s):  
Nica Borgese ◽  
Francesca Navone ◽  
Nobuyuki Nukina ◽  
Tomoyuki Yamanaka
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Motor Neuron ◽  
Motor Neurons ◽  
Dominant Negative ◽  
Negative Effects ◽  
Membrane Contact Sites ◽  
Familial Form ◽  
Main Driver ◽  
Mechanistic Basis ◽  
Lateral Sclerosis

Nearly twenty years ago a mutation in the VAPB gene, resulting in a proline to serine substitution (p.P56S), was identified as the cause of a rare, slowly progressing, familial form of the motor neuron degenerative disease Amyotrophic Lateral Sclerosis (ALS). Since then, progress in unravelling the mechanistic basis of this mutation has proceeded in parallel with research on the VAP proteins and on their role in establishing membrane contact sites between the ER and other organelles. Analysis of the literature on cellular and animal models reviewed here supports the conclusion that P56S-VAPB, which is aggregation-prone, non-functional and unstable, is expressed at levels that are insufficient to support toxic gain-of-function or dominant negative effects within motor neurons. Instead, insufficient levels of the product of the single wild-type allele appear to be required for pathological effects, and may be the main driver of the disease. In light of the multiple interactions of the VAP proteins, we address the consequences of specific VAPB depletion and highlight various affected processes that could contribute to motor neuron degeneration. In the future, distinction of specific roles of each of the two VAP paralogues should help to further elucidate the basis of p.P56S familial ALS, as well as of other more common forms of the disease.

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