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A neuromechanical model for Drosophila larval crawling based on physical measurements
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Abstract
Background
Animal locomotion requires dynamic interactions between neural circuits, the body (typically muscles), and surrounding environments. While the neural circuitry of movement has been intensively studied, how these outputs are integrated with body mechanics (neuromechanics) is less clear, in part due to the lack of understanding of the biomechanical properties of animal bodies. Here, we propose an integrated neuromechanical model of movement based on physical measurements by taking
Drosophila
larvae as a model of soft-bodied animals.
Results
We first characterized the kinematics of forward crawling in
Drosophila
larvae at a segmental and whole-body level. We then characterized the biomechanical parameters of fly larvae, namely the contraction forces generated by neural activity, and passive elastic and viscosity of the larval body using a stress-relaxation test. We established a mathematical neuromechanical model based on the physical measurements described above, obtaining seven kinematic values characterizing crawling locomotion. By optimizing the parameters in the neural circuit, our neuromechanical model succeeded in quantitatively reproducing the kinematics of larval locomotion that were obtained experimentally. This model could reproduce the observation of optogenetic studies reported previously. The model predicted that peristaltic locomotion could be exhibited in a low-friction condition. Analysis of floating larvae provided results consistent with this prediction. Furthermore, the model predicted a significant contribution of intersegmental connections in the central nervous system, which contrasts with a previous study. This hypothesis allowed us to make a testable prediction for the variability in intersegmental connection in sister species of the genus
Drosophila
.
Conclusions
We generated a neurochemical model based on physical measurement to provide a new foundation to study locomotion in soft-bodied animals and soft robot engineering.
Springer Science and Business Media LLC
Title: A neuromechanical model for Drosophila larval crawling based on physical measurements
Description:
Abstract
Background
Animal locomotion requires dynamic interactions between neural circuits, the body (typically muscles), and surrounding environments.
While the neural circuitry of movement has been intensively studied, how these outputs are integrated with body mechanics (neuromechanics) is less clear, in part due to the lack of understanding of the biomechanical properties of animal bodies.
Here, we propose an integrated neuromechanical model of movement based on physical measurements by taking
Drosophila
larvae as a model of soft-bodied animals.
Results
We first characterized the kinematics of forward crawling in
Drosophila
larvae at a segmental and whole-body level.
We then characterized the biomechanical parameters of fly larvae, namely the contraction forces generated by neural activity, and passive elastic and viscosity of the larval body using a stress-relaxation test.
We established a mathematical neuromechanical model based on the physical measurements described above, obtaining seven kinematic values characterizing crawling locomotion.
By optimizing the parameters in the neural circuit, our neuromechanical model succeeded in quantitatively reproducing the kinematics of larval locomotion that were obtained experimentally.
This model could reproduce the observation of optogenetic studies reported previously.
The model predicted that peristaltic locomotion could be exhibited in a low-friction condition.
Analysis of floating larvae provided results consistent with this prediction.
Furthermore, the model predicted a significant contribution of intersegmental connections in the central nervous system, which contrasts with a previous study.
This hypothesis allowed us to make a testable prediction for the variability in intersegmental connection in sister species of the genus
Drosophila
.
Conclusions
We generated a neurochemical model based on physical measurement to provide a new foundation to study locomotion in soft-bodied animals and soft robot engineering.
Related Results
A neuromechanical model for
Drosophila
larval crawling based on physical measurements
A neuromechanical model for
Drosophila
larval crawling based on physical measurements
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