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Prusty AD, Sane SP. The motor apparatus of head movements in the Oleander hawkmoth (Daphnis nerii, Lepidoptera). J Comp Neurol 2024; 532:e25577. [PMID: 38289189 DOI: 10.1002/cne.25577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 11/29/2023] [Accepted: 12/17/2023] [Indexed: 02/01/2024]
Abstract
Head movements of insects play a vital role in diverse locomotory behaviors including flying and walking. Because insect eyes move minimally within their sockets, their head movements are essential to reduce visual blur and maintain a stable gaze. As in most vertebrates, gaze stabilization behavior in insects requires the integration of both visual and mechanosensory feedback by the neck motor neurons. Although visual feedback is derived from the optic flow over the retina of their compound eyes, mechanosensory feedback is derived from their organs of balance, similar to the vestibular system in vertebrates. In Diptera, vestibular feedback is derived from the halteres-modified hindwings that evolved into mechanosensory organs-and is integrated with visual feedback to actuate compensatory head movements. However, non-Dipteran insects, including Lepidoptera, lack halteres. In these insects, vestibular feedback is obtained from the antennal Johnston's organs but it is not well-understood how it integrates with visual feedback during head movements. Indeed, although head movements are well-studied in flies, the underlying motor apparatus in non-Dipteran taxa has received relatively less attention. As a first step toward understanding compensatory head movements in the Oleander hawkmoth Daphnis nerii, we image the anatomy and architecture of their neck joint sclerites and muscles using X-ray microtomography, and the associated motor neurons using fluorescent dye fills and confocal microscopy. Based on these morphological data, we propose testable hypotheses about the putative function of specific neck muscles during head movements, which can shed light on their role in neck movements and gaze stabilization.
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Affiliation(s)
- Agnish D Prusty
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
| | - Sanjay P Sane
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
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2
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Clifton G, Stark AY, Li C, Gravish N. The bumpy road ahead: the role of substrate roughness on animal walking and a proposed comparative metric. J Exp Biol 2023; 226:307149. [PMID: 37083141 DOI: 10.1242/jeb.245261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/22/2023]
Abstract
Outside laboratory conditions and human-made structures, animals rarely encounter flat surfaces. Instead, natural substrates are uneven surfaces with height variation that ranges from the microscopic scale to the macroscopic scale. For walking animals (which we define as encompassing any form of legged movement across the ground, such as walking, running, galloping, etc.), such substrate 'roughness' influences locomotion in a multitude of ways across scales, from roughness that influences how each toe or foot contacts the ground, to larger obstacles that animals must move over or navigate around. Historically, the unpredictability and variability of natural environments has limited the ability to collect data on animal walking biomechanics. However, recent technical advances, such as more sensitive and portable cameras, biologgers, laboratory tools to fabricate rough terrain, as well as the ability to efficiently store and analyze large variable datasets, have expanded the opportunity to study how animals move under naturalistic conditions. As more researchers endeavor to assess walking over rough terrain, we lack a consistent approach to quantifying roughness and contextualizing these findings. This Review summarizes existing literature that examines non-human animals walking on rough terrain and presents a metric for characterizing the relative substrate roughness compared with animal size. This framework can be applied across terrain and body scales, facilitating direct comparisons of walking over rough surfaces in animals ranging in size from ants to elephants.
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Affiliation(s)
| | | | - Chen Li
- Department of Mechanical Engineering, Johns Hopkins University, MD, USA
| | - Nicholas Gravish
- Department of Mechanical and Aerospace Engineering, University of California San Diego, San Diego, CA, USA
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3
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Verbe A, Martinez D, Viollet S. Sensory fusion in the hoverfly righting reflex. Sci Rep 2023; 13:6138. [PMID: 37061548 PMCID: PMC10105705 DOI: 10.1038/s41598-023-33302-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 04/11/2023] [Indexed: 04/17/2023] Open
Abstract
We study how falling hoverflies use sensory cues to trigger appropriate roll righting behavior. Before being released in a free fall, flies were placed upside-down with their legs contacting the substrate. The prior leg proprioceptive information about their initial orientation sufficed for the flies to right themselves properly. However, flies also use visual and antennal cues to recover faster and disambiguate sensory conflicts. Surprisingly, in one of the experimental conditions tested, hoverflies flew upside-down while still actively flapping their wings. In all the other conditions, flies were able to right themselves using two roll dynamics: fast ([Formula: see text]50ms) and slow ([Formula: see text]110ms) in the presence of consistent and conflicting cues, respectively. These findings suggest that a nonlinear sensory integration of the three types of sensory cues occurred. A ring attractor model was developed and discussed to account for this cue integration process.
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Affiliation(s)
- Anna Verbe
- Aix-Marseille Université, CNRS, ISM, 13009, Marseille, France
- PNI, Princeton University, Washington Road, Princeton, NJ, 08540, USA
| | - Dominique Martinez
- Aix-Marseille Université, CNRS, ISM, 13009, Marseille, France
- Université de Lorraine, CNRS, LORIA, 54000, Nancy, France
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4
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Accommodating unobservability to control flight attitude with optic flow. Nature 2022; 610:485-490. [PMID: 36261554 PMCID: PMC9581779 DOI: 10.1038/s41586-022-05182-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 08/02/2022] [Indexed: 11/08/2022]
Abstract
Attitude control is an essential flight capability. Whereas flying robots commonly rely on accelerometers1 for estimating attitude, flying insects lack an unambiguous sense of gravity2,3. Despite the established role of several sense organs in attitude stabilization3-5, the dependence of flying insects on an internal gravity direction estimate remains unclear. Here we show how attitude can be extracted from optic flow when combined with a motion model that relates attitude to acceleration direction. Although there are conditions such as hover in which the attitude is unobservable, we prove that the ensuing control system is still stable, continuously moving into and out of these conditions. Flying robot experiments confirm that accommodating unobservability in this manner leads to stable, but slightly oscillatory, attitude control. Moreover, experiments with a bio-inspired flapping-wing robot show that residual, high-frequency attitude oscillations from flapping motion improve observability. The presented approach holds a promise for robotics, with accelerometer-less autopilots paving the road for insect-scale autonomous flying robots6. Finally, it forms a hypothesis on insect attitude estimation and control, with the potential to provide further insight into known biological phenomena5,7,8 and to generate new predictions such as reduced head and body attitude variance at higher flight speeds9.
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5
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Impact of walking speed and motion adaptation on optokinetic nystagmus-like head movements in the blowfly Calliphora. Sci Rep 2022; 12:11540. [PMID: 35799051 PMCID: PMC9262929 DOI: 10.1038/s41598-022-15740-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 04/25/2022] [Indexed: 11/30/2022] Open
Abstract
The optokinetic nystagmus is a gaze-stabilizing mechanism reducing motion blur by rapid eye rotations against the direction of visual motion, followed by slower syndirectional eye movements minimizing retinal slip speed. Flies control their gaze through head turns controlled by neck motor neurons receiving input directly, or via descending neurons, from well-characterized directional-selective interneurons sensitive to visual wide-field motion. Locomotion increases the gain and speed sensitivity of these interneurons, while visual motion adaptation in walking animals has the opposite effects. To find out whether flies perform an optokinetic nystagmus, and how it may be affected by locomotion and visual motion adaptation, we recorded head movements of blowflies on a trackball stimulated by progressive and rotational visual motion. Flies flexibly responded to rotational stimuli with optokinetic nystagmus-like head movements, independent of their locomotor state. The temporal frequency tuning of these movements, though matching that of the upstream directional-selective interneurons, was only mildly modulated by walking speed or visual motion adaptation. Our results suggest flies flexibly control their gaze to compensate for rotational wide-field motion by a mechanism similar to an optokinetic nystagmus. Surprisingly, the mechanism is less state-dependent than the response properties of directional-selective interneurons providing input to the neck motor system.
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6
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Schiebel PE, Shum J, Cerbone H, Wood RJ. An insect-scale robot reveals the effects of different body dynamics regimes during open-loop running in feature-laden terrain. BIOINSPIRATION & BIOMIMETICS 2022; 17:026006. [PMID: 34874292 DOI: 10.1088/1748-3190/ac3f7d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 12/02/2021] [Indexed: 06/13/2023]
Abstract
The transition from the lab to natural environments is an archetypal challenge in robotics. While larger robots can manage complex limb-ground interactions using sensing and control, such strategies are difficult to implement on small platforms where space and power are limited. The Harvard Ambulatory Microrobot (HAMR) is an insect-scale quadruped capable of effective open-loop running on featureless, hard substrates. Inspired by the predominantly feedforward strategy of rapidly-running cockroaches on uneven terrain (Sponberg, 2007), we used HAMR to explore open-loop running on two 3D printed heterogeneous terrains generated using fractional Brownian motion. The 'pocked' terrain had foot-scale features throughout while the 'jagged' terrain features increased in height in the direction of travel. We measured the performance of trot and pronk gaits while varying limb amplitude and stride frequency. The frequencies tested encompassed different dynamics regimes: body resonance (10-25 Hz) and kinematic running (30-40 Hz), with dynamics typical of biological running and walking, respectively, and limb-transmission resonance (45-60 Hz). On the featureless and pocked terrains, low mechanical cost-of-transport (mCoT) kinematic running combinations performed best without systematic differences between trot and pronk; indicating that if terrain features are not too tall, a robot can transition from homo-to heterogeneous environments in open-loop. Pronk bypassed taller features than trot on the jagged terrain, and higher mCoT, lower frequency running was more often effective. While increasing input power to the robot improved performance in general, lower frequency pronking on jagged terrain allowed the robot to bypass taller features compared with the same input power at higher frequencies. This was correlated with the increased variation in center-of-mass orientation occurring at frequencies near body resonance. This study established that appropriate choice of robot dynamics, as mediated by gait, frequency, and limb amplitude, can expand the terrains accessible to microrobots without the addition of sensing or closed-loop control.
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Affiliation(s)
- Perrin E Schiebel
- School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, United States of America
| | - Jennifer Shum
- School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, United States of America
| | - Henry Cerbone
- School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, United States of America
| | - Robert J Wood
- School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, United States of America
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7
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Cruz TL, Pérez SM, Chiappe ME. Fast tuning of posture control by visual feedback underlies gaze stabilization in walking Drosophila. Curr Biol 2021; 31:4596-4607.e5. [PMID: 34499851 PMCID: PMC8556163 DOI: 10.1016/j.cub.2021.08.041] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 07/01/2021] [Accepted: 08/13/2021] [Indexed: 02/08/2023]
Abstract
Locomotion requires a balance between mechanical stability and movement flexibility to achieve behavioral goals despite noisy neuromuscular systems, but rarely is it considered how this balance is orchestrated. We combined virtual reality tools with quantitative analysis of behavior to examine how Drosophila uses self-generated visual information (reafferent visual feedback) to control gaze during exploratory walking. We found that flies execute distinct motor programs coordinated across the body to maximize gaze stability. However, the presence of inherent variability in leg placement relative to the body jeopardizes fine control of gaze due to posture-stabilizing adjustments that lead to unintended changes in course direction. Surprisingly, whereas visual feedback is dispensable for head-body coordination, we found that self-generated visual signals tune postural reflexes to rapidly prevent turns rather than to promote compensatory rotations, a long-standing idea for visually guided course control. Together, these findings support a model in which visual feedback orchestrates the interplay between posture and gaze stability in a manner that is both goal dependent and motor-context specific.
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Affiliation(s)
- Tomás L Cruz
- Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal
| | | | - M Eugenia Chiappe
- Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal.
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8
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Clifton GT, Holway D, Gravish N. Vision does not impact walking performance in Argentine ants. ACTA ACUST UNITED AC 2020; 223:223/20/jeb228460. [PMID: 33067354 DOI: 10.1242/jeb.228460] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 08/10/2020] [Indexed: 11/20/2022]
Abstract
Many walking insects use vision for long-distance navigation, but the influence of vision on rapid walking performance that requires close-range obstacle detection and directing the limbs towards stable footholds remains largely untested. We compared Argentine ant (Linepithema humile) workers in light versus darkness while traversing flat and uneven terrain. In darkness, ants reduced flat-ground walking speeds by only 5%. Similarly, the approach speed and time to cross a step obstacle were not significantly affected by lack of lighting. To determine whether tactile sensing might compensate for vision loss, we tracked antennal motion and observed shifts in spatiotemporal activity as a result of terrain structure but not illumination. Together, these findings suggest that vision does not impact walking performance in Argentine ant workers. Our results help contextualize eye variation across ants, including subterranean, nocturnal and eyeless species that walk in complete darkness. More broadly, our findings highlight the importance of integrating vision, proprioception and tactile sensing for robust locomotion in unstructured environments.
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Affiliation(s)
- Glenna T Clifton
- Department of Mechanical and Aerospace Engineering, University of California, San Diego, La Jolla, CA 92093, USA .,Department of Biology, University of Portland, Portland, OR 97203, USA
| | - David Holway
- Division of Biological Science, Section of Ecology, Behavior and Evolution, University of California, San Diego , La Jolla, CA 92093, USA
| | - Nicholas Gravish
- Department of Mechanical and Aerospace Engineering, University of California, San Diego, La Jolla, CA 92093, USA
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9
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Verbe A, Varennes LP, Vercher JL, Viollet S. How do hoverflies use their righting reflex? J Exp Biol 2020; 223:jeb215327. [PMID: 32527962 DOI: 10.1242/jeb.215327] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Accepted: 05/28/2020] [Indexed: 11/20/2022]
Abstract
When taking off from a sloping surface, flies have to reorient themselves dorsoventrally and stabilize their body by actively controlling their flapping wings. We have observed that righting is achieved solely by performing a rolling manoeuvre. How flies manage to do this has not yet been elucidated. It was observed here for the first time that hoverfly reorientation is entirely achieved within 6 wingbeats (48.8 ms) at angular roll velocities of up to 10×103 deg s-1 and that the onset of their head rotation consistently follows that of their body rotation after a time lag of 16 ms. The insects' body roll was found to be triggered by the asymmetric wing stroke amplitude, as expected. The righting process starts immediately with the first wingbeat and seems unlikely to depend on visual feedback. A dynamic model for the fly's righting reflex is presented, which accounts for the head/body movements and the time lag recorded in these experiments. This model consists of a closed-loop control of the body roll, combined with a feedforward control of the head/body angle. During the righting manoeuvre, a strong coupling seems to exist between the activation of the halteres (which measure the body's angular speed) and the gaze stabilization reflex. These findings again confirm the fundamental role played by the halteres in both body and head stabilization processes.
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Affiliation(s)
- Anna Verbe
- Institute of Movement Sciences Biorobotics Department, Aix-Marseille Université, CNRS, ISM, Marseille cedex 09, France
| | - Léandre P Varennes
- Institute of Movement Sciences Biorobotics Department, Aix-Marseille Université, CNRS, ISM, Marseille cedex 09, France
| | - Jean-Louis Vercher
- Institute of Movement Sciences Biorobotics Department, Aix-Marseille Université, CNRS, ISM, Marseille cedex 09, France
| | - Stéphane Viollet
- Institute of Movement Sciences Biorobotics Department, Aix-Marseille Université, CNRS, ISM, Marseille cedex 09, France
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10
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Corthals K, Moore S, Geurten BR. Strategies of locomotion composition. CURRENT OPINION IN INSECT SCIENCE 2019; 36:140-148. [PMID: 31622810 DOI: 10.1016/j.cois.2019.09.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2019] [Revised: 09/10/2019] [Accepted: 09/24/2019] [Indexed: 06/10/2023]
Abstract
This review aims to highlight the importance of saccades during locomotion as a strategy to reduce sensory information loss while the subject is moving. Acquiring sensory data from the environment during movement results in a temporal flow of information, as the sensory precept changes with the position of the observer. Accordingly, the movement pattern shapes the sensory flow. Therefore, the requirements of locomotion and sensation have to be balanced in the behaviour of the organism. Insect vision provides deep insight into the interplay between action and perception. Insects can shape their optic flow by reducing their rotational movements to fast and short saccades. This generates prolonged phases of translations which provide depth information. Extensive behavioural and physiological studies on insects show how shaping the optic flow facilitates the coding of motion vision. Indeed the saccadic strategy provides an elegant solution to optimise sensory flow. Complementary studies in other taxa reported similar locomotion strategies emphasising the crucial influence of sensory flow on locomotion.
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Affiliation(s)
- Kristina Corthals
- Lund University, Functional Zoology, Sölvegatan 35, 223 62 Lund, Sweden
| | - Sharlen Moore
- Instituto de Fisiologıa Celular - Neurociencias, Universidad Nacional Autónoma de México, Av. Universidad 3000, Coyoacán, 04510 Mexico City, Mexico; Max Planck Institute of Experimental Medicine, Department of Neurogenetics, Hermann-Rein-Str. 3, 37075 Göttingen, Germany
| | - Bart Rh Geurten
- Georg-August-University Göttingen, Department of Cellular Neuroscience, Julia-Lermontowa-Weg 3, 37077 Göttingen, Germany.
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11
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Goulard R, Verbe A, Vercher JL, Viollet S. Role of the light source position in freely falling hoverflies' stabilization performances. Biol Lett 2019; 14:rsbl.2018.0051. [PMID: 29794004 DOI: 10.1098/rsbl.2018.0051] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Accepted: 04/30/2018] [Indexed: 11/12/2022] Open
Abstract
The stabilization of plummeting hoverflies was filmed and analysed in terms of their wingbeat initiation times as well as the crash and stabilization rates. The flies experienced near-weightlessness for a period of time that depended on their ability to counteract the free fall by triggering their wingbeats. In this paradigm, hoverflies' flight stabilization strategies were investigated here for the first time under two different positions of the light source (overhead and bottom lighting). The crash rates were higher in bottom lighting conditions than with top lighting. In addition, adding a texture to the walls reduced the crash rates only in the overhead lighting condition. The position of the lighting also significantly affected both the stabilization rates and the time taken by the flies to stabilize, which decreased and increased under bottom lighting conditions, respectively, whereas textured walls increased the stabilization rates under both lighting conditions. These results support the idea that flies may mainly base their flight control strategy on visual cues and particularly that the light distribution in the visual field may provide reliable, efficient cues for estimating their orientation with respect to an allocentric reference frame. In addition, the finding that the hoverflies' optic flow-based motion detection ability is affected by the position of the light source in their visual field suggests the occurrence of interactions between movement perception and this visual vertical perception process.
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Affiliation(s)
- Roman Goulard
- Aix-Marseille Université, CNRS, ISM UMR 7287, Marseille 13009, France
| | - Anna Verbe
- Aix-Marseille Université, CNRS, ISM UMR 7287, Marseille 13009, France
| | | | - Stéphane Viollet
- Aix-Marseille Université, CNRS, ISM UMR 7287, Marseille 13009, France
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12
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Daltorio KA, Fox JL. Haltere removal alters responses to gravity in standing flies. ACTA ACUST UNITED AC 2018; 221:jeb.181719. [PMID: 29853546 DOI: 10.1242/jeb.181719] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Accepted: 05/28/2018] [Indexed: 01/28/2023]
Abstract
Animals detect the force of gravity with multiple sensory organs, from subcutaneous receptors at body joints to specialized sensors like the vertebrate inner ear. The halteres of flies, specialized mechanoreceptive organs derived from hindwings, are known to detect body rotations during flight, and some groups of flies also oscillate their halteres while walking. The dynamics of halteres are such that they could act as gravity detectors for flies standing on substrates, but their utility during non-flight behaviors is not known. We observed the behaviors of intact and haltere-ablated flies during walking and during perturbations in which the acceleration due to gravity suddenly changed. We found that intact halteres are necessary for flies to maintain normal walking speeds on vertical surfaces and to respond to sudden changes in gravity. Our results suggest that halteres can serve multiple sensory purposes during different behaviors, expanding their role beyond their canonical use in flight.
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Affiliation(s)
- Kathryn A Daltorio
- Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Jessica L Fox
- Department of Biology, Case Western Reserve University, Cleveland, OH 44106, USA
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13
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Abstract
The world has a complex, three-dimensional (3-D) spatial structure, but until recently the neural representation of space was studied primarily in planar horizontal environments. Here we review the emerging literature on allocentric spatial representations in 3-D and discuss the relations between 3-D spatial perception and the underlying neural codes. We suggest that the statistics of movements through space determine the topology and the dimensionality of the neural representation, across species and different behavioral modes. We argue that hippocampal place-cell maps are metric in all three dimensions, and might be composed of 2-D and 3-D fragments that are stitched together into a global 3-D metric representation via the 3-D head-direction cells. Finally, we propose that the hippocampal formation might implement a neural analogue of a Kalman filter, a standard engineering algorithm used for 3-D navigation.
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Affiliation(s)
- Arseny Finkelstein
- Department of Neurobiology, Weizmann Institute of Science, Rehovot 76100, Israel;
| | - Liora Las
- Department of Neurobiology, Weizmann Institute of Science, Rehovot 76100, Israel;
| | - Nachum Ulanovsky
- Department of Neurobiology, Weizmann Institute of Science, Rehovot 76100, Israel;
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14
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Stowers JR, Hofbauer M, Bastien R, Griessner J, Higgins P, Farooqui S, Fischer RM, Nowikovsky K, Haubensak W, Couzin ID, Tessmar-Raible K, Straw AD. Virtual reality for freely moving animals. Nat Methods 2017; 14:995-1002. [PMID: 28825703 PMCID: PMC6485657 DOI: 10.1038/nmeth.4399] [Citation(s) in RCA: 133] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Accepted: 07/06/2017] [Indexed: 12/29/2022]
Abstract
Standard animal behavior paradigms incompletely mimic nature and thus limit our understanding of behavior and brain function. Virtual reality (VR) can help, but it poses challenges. Typical VR systems require movement restrictions but disrupt sensorimotor experience, causing neuronal and behavioral alterations. We report the development of FreemoVR, a VR system for freely moving animals. We validate immersive VR for mice, flies, and zebrafish. FreemoVR allows instant, disruption-free environmental reconfigurations and interactions between real organisms and computer-controlled agents. Using the FreemoVR platform, we established a height-aversion assay in mice and studied visuomotor effects in Drosophila and zebrafish. Furthermore, by photorealistically mimicking zebrafish we discovered that effective social influence depends on a prospective leader balancing its internally preferred directional choice with social interaction. FreemoVR technology facilitates detailed investigations into neural function and behavior through the precise manipulation of sensorimotor feedback loops in unrestrained animals.
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Affiliation(s)
- John R. Stowers
- Research Institute of Molecular Pathology, Vienna Biocenter, Vienna, Austria
- loopbio gmbh, Kritzendorf, Austria
| | - Maximilian Hofbauer
- Research Institute of Molecular Pathology, Vienna Biocenter, Vienna, Austria
- loopbio gmbh, Kritzendorf, Austria
- Max F. Perutz Laboratories, University of Vienna, Vienna, Austria
- Research Platform “Rhythms of Life”, University of Vienna, Vienna, Austria
| | - Renaud Bastien
- Department of Collective Behaviour, Max Planck Institute for Ornithology, 78457 Konstanz, Germany
- Chair of Biodiversity and Collective Behaviour, Department of Biology, University of Konstanz 78457, Konstanz, Germany
| | - Johannes Griessner
- Research Institute of Molecular Pathology, Vienna Biocenter, Vienna, Austria
| | - Peter Higgins
- Research Institute of Molecular Pathology, Vienna Biocenter, Vienna, Austria
| | - Sarfarazhussain Farooqui
- Max F. Perutz Laboratories, University of Vienna, Vienna, Austria
- Research Platform “Rhythms of Life”, University of Vienna, Vienna, Austria
- Medizinische Universität Wien, Dept. for Internal Medicine I, 1090 Wien, Austria
| | - Ruth M. Fischer
- Max F. Perutz Laboratories, University of Vienna, Vienna, Austria
| | - Karin Nowikovsky
- Medizinische Universität Wien, Dept. for Internal Medicine I, 1090 Wien, Austria
| | - Wulf Haubensak
- Research Institute of Molecular Pathology, Vienna Biocenter, Vienna, Austria
| | - Iain D. Couzin
- Department of Collective Behaviour, Max Planck Institute for Ornithology, 78457 Konstanz, Germany
- Chair of Biodiversity and Collective Behaviour, Department of Biology, University of Konstanz 78457, Konstanz, Germany
| | - Kristin Tessmar-Raible
- Max F. Perutz Laboratories, University of Vienna, Vienna, Austria
- Research Platform “Rhythms of Life”, University of Vienna, Vienna, Austria
| | - Andrew D. Straw
- Research Institute of Molecular Pathology, Vienna Biocenter, Vienna, Austria
- Institute of Biology I and Bernstein Center Freiburg, Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany
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15
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Geurten BRH, Niesterok B, Dehnhardt G, Hanke FD. Saccadic movement strategy in a semiaquatic species - the harbour seal ( Phoca vitulina). ACTA ACUST UNITED AC 2017; 220:1503-1508. [PMID: 28167803 DOI: 10.1242/jeb.150763] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Accepted: 01/31/2017] [Indexed: 11/20/2022]
Abstract
Moving animals can estimate the distance of visual objects from image shift on their retina (optic flow) created during translational, but not rotational movements. To facilitate this distance estimation, many terrestrial and flying animals perform saccadic movements, thereby temporally separating translational and rotational movements, keeping rotation times short. In this study, we analysed whether a semiaquatic mammal, the harbour seal, also adopts a saccadic movement strategy. We recorded the seals' normal swimming pattern with video cameras and analysed head and body movements. The swimming seals indeed minimized rotation times by saccadic head and body turns, with top rotation speeds exceeding 350 deg s-1 which leads to an increase of translational movements. Saccades occurred during both types of locomotion of the seals' intermittent swimming mode: active propulsion and gliding. In conclusion, harbour seals share the saccadic movement strategy of terrestrial animals. Whether this movement strategy is adopted to facilitate distance estimation from optic flow or serves a different function will be a topic of future research.
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Affiliation(s)
- Bart R H Geurten
- Georg-August-University of Göttingen, Department of Cellular Neurobiology, Schwann-Schleiden Research Center, Julia-Lermontowa-Weg 3, Göttingen 37007, Germany
| | - Benedikt Niesterok
- University of Rostock, Institute for Biosciences, Sensory and Cognitive Ecology, Albert-Einstein-Str. 3, Rostock 18059, Germany
| | - Guido Dehnhardt
- University of Rostock, Institute for Biosciences, Sensory and Cognitive Ecology, Albert-Einstein-Str. 3, Rostock 18059, Germany
| | - Frederike D Hanke
- University of Rostock, Institute for Biosciences, Sensory and Cognitive Ecology, Albert-Einstein-Str. 3, Rostock 18059, Germany
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16
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Helmer D, Geurten BRH, Dehnhardt G, Hanke FD. Saccadic Movement Strategy in Common Cuttlefish (Sepia officinalis). Front Physiol 2017; 7:660. [PMID: 28105017 PMCID: PMC5214429 DOI: 10.3389/fphys.2016.00660] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2016] [Accepted: 12/15/2016] [Indexed: 12/18/2022] Open
Abstract
Most moving animals segregate their locomotion trajectories in short burst like rotations and prolonged translations, to enhance distance information from optic flow, as only translational, but not rotational optic flow holds distance information. Underwater, optic flow is a valuable source of information as it is in the terrestrial habitat, however, so far, it has gained only little attention. To extend the knowledge on underwater optic flow perception and use, we filmed the movement pattern of six common cuttlefish (Sepia officinalis) with a high speed camera in this study. In the subsequent analysis, the center of mass of the cuttlefish body was manually traced to gain thrust, slip, and yaw of the cuttlefish movements over time. Cuttlefish indeed performed short rotations, saccades, with rotational velocities up to 343°/s. They clearly separated rotations from translations in line with the saccadic movement strategy documented for animals inhabiting the terrestrial habitat as well as for the semiaquatic harbor seals before. However, this separation only occurred during fin motion. In contrast, during jet propelled swimming, the separation between rotational and translational movements and thus probably distance estimation on the basis of the optic flow field is abolished in favor of high movement velocities. In conclusion, this study provides first evidence that an aquatic invertebrate, the cuttlefish, adopts a saccadic movement strategy depending on the behavioral context that could enhance the information gained from optic flow.
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Affiliation(s)
- Desiree Helmer
- Sensory and Cognitive Ecology, Institute for Biosciences, University of Rostock Rostock, Germany
| | - Bart R H Geurten
- Department of Cellular Neurobiology, Schwann-Schleiden Research Center, Georg-August-University of Göttingen Göttingen, Germany
| | - Guido Dehnhardt
- Sensory and Cognitive Ecology, Institute for Biosciences, University of Rostock Rostock, Germany
| | - Frederike D Hanke
- Sensory and Cognitive Ecology, Institute for Biosciences, University of Rostock Rostock, Germany
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17
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Reber T, Dacke M, Warrant E, Baird E. Bumblebees Perform Well-Controlled Landings in Dim Light. Front Behav Neurosci 2016; 10:174. [PMID: 27683546 PMCID: PMC5021987 DOI: 10.3389/fnbeh.2016.00174] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Accepted: 08/30/2016] [Indexed: 11/13/2022] Open
Abstract
To make a smooth touchdown when landing, an insect must be able to reliably control its approach speed as well as its body and leg position—behaviors that are thought to be regulated primarily by visual information. Bumblebees forage and land under a broad range of light intensities and while their behavior during the final moments of landing has been described in detail in bright light, little is known about how this is affected by decreasing light intensity. Here, we investigate this by characterizing the performance of bumblebees, B. terrestris, landing on a flat platform at two different orientations (horizontal and vertical) and at four different light intensities (ranging from 600 lx down to 19 lx). As light intensity decreased, the bees modified their body position and the distance at which they extended their legs, suggesting that the control of landing in these insects is visually mediated. Nevertheless, the effect of light intensity was small and the landings were still well controlled, even in the dimmest light. We suggest that the changes in landing behavior that occurred in dim light might represent adaptations that allow the bees to perform smooth landings across the broad range of light intensities at which they are active.
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Affiliation(s)
| | - Marie Dacke
- Department of Biology, Lund University Lund, Sweden
| | - Eric Warrant
- Department of Biology, Lund University Lund, Sweden
| | - Emily Baird
- Department of Biology, Lund University Lund, Sweden
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18
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Goulard R, Vercher JL, Viollet S. To crash or not to crash: how do hoverflies cope with free-fall situations and weightlessness? J Exp Biol 2016; 219:2497-503. [DOI: 10.1242/jeb.141150] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 06/06/2016] [Indexed: 01/27/2023]
Abstract
ABSTRACT
Insects’ aptitude to perform hovering, automatic landing and tracking tasks involves accurately controlling their head and body roll and pitch movements, but how this attitude control depends on an internal estimation of gravity orientation is still an open question. Gravity perception in flying insects has mainly been studied in terms of grounded animals' tactile orientation responses, but it has not yet been established whether hoverflies use gravity perception cues to detect a nearly weightless state at an early stage. Ground-based microgravity simulators provide biologists with useful tools for studying the effects of changes in gravity. However, in view of the cost and the complexity of these set-ups, an alternative Earth-based free-fall procedure was developed with which flying insects can be briefly exposed to microgravity under various visual conditions. Hoverflies frequently initiated wingbeats in response to an imposed free fall in all the conditions tested, but managed to avoid crashing only in variably structured visual environments, and only episodically in darkness. Our results reveal that the crash-avoidance performance of these insects in various visual environments suggests the existence of a multisensory control system based mainly on vision rather than gravity perception.
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Affiliation(s)
- Roman Goulard
- Aix-Marseille Université, CNRS, Institute of Movement Science, UMR 7287, Marseille 13288, France
| | - Jean-Louis Vercher
- Aix-Marseille Université, CNRS, Institute of Movement Science, UMR 7287, Marseille 13288, France
| | - Stéphane Viollet
- Aix-Marseille Université, CNRS, Institute of Movement Science, UMR 7287, Marseille 13288, France
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19
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20
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Raderschall CA, Narendra A, Zeil J. Head roll stabilisation in the nocturnal bull ant Myrmecia pyriformis: implications for visual navigation. ACTA ACUST UNITED AC 2016; 219:1449-57. [PMID: 26994172 DOI: 10.1242/jeb.134049] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2015] [Accepted: 02/24/2016] [Indexed: 10/22/2022]
Abstract
Ant foragers are known to memorise visual scenes that allow them to repeatedly travel along idiosyncratic routes and to return to specific places. Guidance is provided by a comparison between visual memories and current views, which critically depends on how well the attitude of the visual system is controlled. Here we show that nocturnal bull ants stabilise their head to varying degrees against locomotion-induced body roll movements, and this ability decreases as light levels fall. There are always un-compensated head roll oscillations that match the frequency of the stride cycle. Head roll stabilisation involves both visual and non-visual cues as ants compensate for body roll in complete darkness and also respond with head roll movements when confronted with visual pattern oscillations. We show that imperfect head roll control degrades navigation-relevant visual information and discuss ways in which navigating ants may deal with this problem.
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Affiliation(s)
- Chloé A Raderschall
- Research School of Biology, The Australian National University, 46 Sullivans Creek Road, Canberra, Australian Capital Territory 2601, Australia
| | - Ajay Narendra
- Research School of Biology, The Australian National University, 46 Sullivans Creek Road, Canberra, Australian Capital Territory 2601, Australia Department of Biological Sciences, Macquarie University, W19F, 205 Culloden Road, Sydney, New South Wales 2109, Australia
| | - Jochen Zeil
- Research School of Biology, The Australian National University, 46 Sullivans Creek Road, Canberra, Australian Capital Territory 2601, Australia
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21
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Harischandra N, Krause AF, Dürr V. Stable phase-shift despite quasi-rhythmic movements: a CPG-driven dynamic model of active tactile exploration in an insect. Front Comput Neurosci 2015; 9:107. [PMID: 26347644 PMCID: PMC4543877 DOI: 10.3389/fncom.2015.00107] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Accepted: 08/06/2015] [Indexed: 01/07/2023] Open
Abstract
An essential component of autonomous and flexible behavior in animals is active exploration of the environment, allowing for perception-guided planning and control of actions. An important sensory system involved is active touch. Here, we introduce a general modeling framework of Central Pattern Generators (CPGs) for movement generation in active tactile exploration behavior. The CPG consists of two network levels: (i) phase-coupled Hopf oscillators for rhythm generation, and (ii) pattern formation networks for capturing the frequency and phase characteristics of individual joint oscillations. The model captured the natural, quasi-rhythmic joint kinematics as observed in coordinated antennal movements of walking stick insects. Moreover, it successfully produced tactile exploration behavior on a three-dimensional skeletal model of the insect antennal system with physically realistic parameters. The effect of proprioceptor ablations could be simulated by changing the amplitude and offset parameters of the joint oscillators, only. As in the animal, the movement of both antennal joints was coupled with a stable phase difference, despite the quasi-rhythmicity of the joint angle time courses. We found that the phase-lead of the distal scape-pedicel (SP) joint relative to the proximal head-scape (HS) joint was essential for producing the natural tactile exploration behavior and, thus, for tactile efficiency. For realistic movement patterns, the phase-lead could vary within a limited range of 10–30° only. Tests with artificial movement patterns strongly suggest that this phase sensitivity is not a matter of the frequency composition of the natural movement pattern. Based on our modeling results, we propose that a constant phase difference is coded into the CPG of the antennal motor system and that proprioceptors are acting locally to regulate the joint movement amplitude.
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Affiliation(s)
- Nalin Harischandra
- Department of Biological Cybernetics, Faculty of Biology, Bielefeld University Bielefeld, Germany ; Cognitive Interaction Technology Center of Excellence (CITEC), Bielefeld University Bielefeld, Germany
| | - André F Krause
- Cognitive Interaction Technology Center of Excellence (CITEC), Bielefeld University Bielefeld, Germany
| | - Volker Dürr
- Department of Biological Cybernetics, Faculty of Biology, Bielefeld University Bielefeld, Germany ; Cognitive Interaction Technology Center of Excellence (CITEC), Bielefeld University Bielefeld, Germany
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22
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Kress D, van Bokhorst E, Lentink D. How Lovebirds Maneuver Rapidly Using Super-Fast Head Saccades and Image Feature Stabilization. PLoS One 2015; 10:e0129287. [PMID: 26107413 PMCID: PMC4481315 DOI: 10.1371/journal.pone.0129287] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2014] [Accepted: 05/06/2015] [Indexed: 11/18/2022] Open
Abstract
Diurnal flying animals such as birds depend primarily on vision to coordinate their flight path during goal-directed flight tasks. To extract the spatial structure of the surrounding environment, birds are thought to use retinal image motion (optical flow) that is primarily induced by motion of their head. It is unclear what gaze behaviors birds perform to support visuomotor control during rapid maneuvering flight in which they continuously switch between flight modes. To analyze this, we measured the gaze behavior of rapidly turning lovebirds in a goal-directed task: take-off and fly away from a perch, turn on a dime, and fly back and land on the same perch. High-speed flight recordings revealed that rapidly turning lovebirds perform a remarkable stereotypical gaze behavior with peak saccadic head turns up to 2700 degrees per second, as fast as insects, enabled by fast neck muscles. In between saccades, gaze orientation is held constant. By comparing saccade and wingbeat phase, we find that these super-fast saccades are coordinated with the downstroke when the lateral visual field is occluded by the wings. Lovebirds thus maximize visual perception by overlying behaviors that impair vision, which helps coordinate maneuvers. Before the turn, lovebirds keep a high contrast edge in their visual midline. Similarly, before landing, the lovebirds stabilize the center of the perch in their visual midline. The perch on which the birds land swings, like a branch in the wind, and we find that retinal size of the perch is the most parsimonious visual cue to initiate landing. Our observations show that rapidly maneuvering birds use precisely timed stereotypic gaze behaviors consisting of rapid head turns and frontal feature stabilization, which facilitates optical flow based flight control. Similar gaze behaviors have been reported for visually navigating humans. This finding can inspire more effective vision-based autopilots for drones.
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Affiliation(s)
- Daniel Kress
- Department of Mechanical Engineering, Stanford University, Stanford, California, United States of America
| | - Evelien van Bokhorst
- Department of Mechanical Engineering, Stanford University, Stanford, California, United States of America; Department of Mechanical Engineering and Aeronautics, City University London, London, United Kingdom
| | - David Lentink
- Department of Mechanical Engineering, Stanford University, Stanford, California, United States of America; Experimental Zoology Group, Wageningen University, Wageningen, The Netherlands
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23
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Geurten BRH, Jähde P, Corthals K, Göpfert MC. Saccadic body turns in walking Drosophila. Front Behav Neurosci 2014; 8:365. [PMID: 25386124 PMCID: PMC4205811 DOI: 10.3389/fnbeh.2014.00365] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2014] [Accepted: 10/02/2014] [Indexed: 02/01/2023] Open
Abstract
Drosophila melanogaster structures its optic flow during flight by interspersing translational movements with abrupt body rotations. Whether these “body saccades” are accompanied by steering movements of the head is a matter of debate. By tracking single flies moving freely in an arena, we now discovered that walking Drosophila also perform saccades. Movement analysis revealed that the flies separate rotational from translational movements by quickly turning their bodies by 15 degrees within a tenth of a second. Although walking flies moved their heads by up to 20 degrees about their bodies, their heads moved with the bodies during saccadic turns. This saccadic strategy contrasts with the head saccades reported for e.g., blowflies and honeybees, presumably reflecting optical constraints: modeling revealed that head saccades as described for these latter insects would hardly affect the retinal input in Drosophila because of the lower acuity of its compound eye. The absence of head saccades in Drosophila was associated with the absence of haltere oscillations, which seem to guide head movements in other flies. In addition to adding new twists to Drosophila walking behavior, our analysis shows that Drosophila does not turn its head relative to its body when turning during walking.
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Affiliation(s)
- Bart R H Geurten
- Department of Cellular Neurobiology, Georg-August University of Göttingen Göttingen, Germany
| | - Philipp Jähde
- Department of Cellular Neurobiology, Georg-August University of Göttingen Göttingen, Germany
| | - Kristina Corthals
- Department of Cellular Neurobiology, Georg-August University of Göttingen Göttingen, Germany
| | - Martin C Göpfert
- Department of Cellular Neurobiology, Georg-August University of Göttingen Göttingen, Germany
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24
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Kress D, Egelhaaf M. Impact of stride-coupled gaze shifts of walking blowflies on the neuronal representation of visual targets. Front Behav Neurosci 2014; 8:307. [PMID: 25309362 PMCID: PMC4164030 DOI: 10.3389/fnbeh.2014.00307] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2014] [Accepted: 08/23/2014] [Indexed: 02/04/2023] Open
Abstract
During locomotion animals rely heavily on visual cues gained from the environment to guide their behavior. Examples are basic behaviors like collision avoidance or the approach to a goal. The saccadic gaze strategy of flying flies, which separates translational from rotational phases of locomotion, has been suggested to facilitate the extraction of environmental information, because only image flow evoked by translational self-motion contains relevant distance information about the surrounding world. In contrast to the translational phases of flight during which gaze direction is kept largely constant, walking flies experience continuous rotational image flow that is coupled to their stride-cycle. The consequences of these self-produced image shifts for the extraction of environmental information are still unclear. To assess the impact of stride-coupled image shifts on visual information processing, we performed electrophysiological recordings from the HSE cell, a motion sensitive wide-field neuron in the blowfly visual system. This cell has been concluded to play a key role in mediating optomotor behavior, self-motion estimation and spatial information processing. We used visual stimuli that were based on the visual input experienced by walking blowflies while approaching a black vertical bar. The response of HSE to these stimuli was dominated by periodic membrane potential fluctuations evoked by stride-coupled image shifts. Nevertheless, during the approach the cell's response contained information about the bar and its background. The response components evoked by the bar were larger than the responses to its background, especially during the last phase of the approach. However, as revealed by targeted modifications of the visual input during walking, the extraction of distance information on the basis of HSE responses is much impaired by stride-coupled retinal image shifts. Possible mechanisms that may cope with these stride-coupled responses are discussed.
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Affiliation(s)
- Daniel Kress
- Department of Neurobiology, Bielefeld UniversityBielefeld, Germany
- CITEC Center of Excellence Cognitive Interaction Technology, Bielefeld UniversityBielefeld, Germany
| | - Martin Egelhaaf
- Department of Neurobiology, Bielefeld UniversityBielefeld, Germany
- CITEC Center of Excellence Cognitive Interaction Technology, Bielefeld UniversityBielefeld, Germany
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25
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Kress D, Egelhaaf M. Gaze characteristics of freely walking blowflies Calliphora vicina in a goal-directed task. ACTA ACUST UNITED AC 2014; 217:3209-20. [PMID: 25013104 DOI: 10.1242/jeb.097436] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
In contrast to flying flies, walking flies experience relatively strong rotational gaze shifts, even during overall straight phases of locomotion. These gaze shifts are caused by the walking apparatus and modulated by the stride frequency. Accordingly, even during straight walking phases, the retinal image flow is composed of both translational and rotational optic flow, which might affect spatial vision, as well as fixation behavior. We addressed this issue for an orientation task where walking blowflies approached a black vertical bar. The visual stimulus was stationary, or either the bar or the background moved horizontally. The stride-coupled gaze shifts of flies walking toward the bar had similar amplitudes under all visual conditions tested. This finding indicates that these shifts are an inherent feature of walking, which are not even compensated during a visual goal fixation task. By contrast, approaching flies showed a frequent stop-and-go behavior that was affected by the stimulus conditions. As sustained image rotations may impair distance estimation during walking, we propose a hypothesis that explains how rotation-independent translatory image flow containing distance information can be determined. The algorithm proposed works without requiring differentiation at the behavioral level of the rotational and translational flow components. By contrast, disentangling both has been proposed to be necessary during flight. By comparing the retinal velocities of the edges of the goal, its rotational image motion component can be removed. Consequently, the expansion velocity of the goal and, thus, its proximity can be extracted, irrespective of distance-independent stride-coupled rotational image shifts.
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Affiliation(s)
- Daniel Kress
- Department of Neurobiology and CITEC Center of Excellence Cognitive Interaction Technology, Bielefeld University, Universitätsstraße 25, 33615 Bielefeld, Germany
| | - Martin Egelhaaf
- Department of Neurobiology and CITEC Center of Excellence Cognitive Interaction Technology, Bielefeld University, Universitätsstraße 25, 33615 Bielefeld, Germany
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