Abstract.
How does neural control reflect changes in mechanical advantage and muscle function? In the Aplysia feeding system a protractor muscle’s mechanical advantage decreases as it moves the structure that grasps food (the radula/odontophore) in an anterior direction. In contrast, as the radula/odontophore is moved forward, the jaw musculature’s mechanical advantage shifts so that it may act to assist forward movement of the radula/odontophore instead of pushing it posteriorly. To test whether the jaw musculature’s context-dependent function can compensate for the falling mechanical advantage of the protractor muscle, we created a kinetic model of Aplysia’s feeding apparatus. During biting, the model predicts that the reduction of the force in the protractor muscle I2 will prevent it from overcoming passive forces that resist the large anterior radula/odontophore displacements observed during biting. To produce protractions of the magnitude observed during biting behaviors, the nervous system could increase I2’s contractile strength by neuromodulating I2, or it could recruit the I1/I3 jaw muscle complex. Driving the kinetic model with in vivo EMG and ENG predicts that, during biting, early activation of the context-dependent jaw muscle I1/I3 may assist in moving the radula/odontophore anteriorly during the final phase of protraction. In contrast, during swallowing, later activation of I1/I3 causes it to act purely as a retractor. Shifting the timing of onset of I1/I3 activation allows the nervous system to use a mechanical equilibrium point that allows I1/I3 to act as a protractor rather than an equilibrium point that allows I1/I3 to act as a retractor. This use of equilibrium points may be similar to that proposed for vertebrate control of movement.
Similar content being viewed by others
References
Abbott BC, Baskin RJ (1962) Volume changes in frog muscle during contraction. J Physiol 161:379–391
Alfaro ME, Herrel A (2001) Introduction: major issues of feeding motor control in vertebrates. Am Zool 41:1243–1247
Belanger JH, Orchard I (1993) The locust ovipositor opener muscle: properties of the neuromuscular system. J Exp Biol 174:321–342
Bizzi E, Hogan N, Mussa-Ivaldi FA, Giszter S (1992) Does the nervous system use equilibrium-point control to guide single and multiple joint movements? Behav Brain Sci 15(4):603– 613
Brezina V, Orekhova IV, Weiss KR (2000a) The neuromuscular transform: the dynamic, nonlinear link between motor neuron firing patterns and muscle contraction in rhythmic behaviors. J Neurophysiol 83:207–231
Brezina V, Orekhova IV, Weiss KR (2000b) Optimization of rhythmic behaviors by modulation of the neuromuscular transform. J Neurophysiol 83:260–279
Buneo CA, Soechting JF, Flanders M (1997) Postural dependence of muscle actions: implications for neural control. J Neurosci 17(6):2128–2142
Chiel HJ, Crago PE, Mansour JM, Hathi K (1992) Biomechanics of a muscular hydrostat: a model of lapping by a reptilian tongue. Biol Cybern 67:403–415
Chiel HJ, Neustadter DM, Herman RL, Sutton GP, Drushel RF (2003) Kinematics of biting in Aplysia suggest that jaw muscle function may be context dependent. Soc Neurosci Abstr 606.12
Church PJ, Cohen KP, Scott ML, Kirk MD (1991) Peptidergic motoneurons in the buccal ganglia of Aplysia californica-immunocytochemical, morphological, and physiological characterizations. J Comp Physiol A 168(3)3:323–336
Church PJ, Whim MD, Lloyd PE (1993) Modulation of neuromuscular transmission by conventional and peptide transmitters released from excitatory and inhibitory motor neurons in Aplysia. J Neurosci 13(7):2790–2800
Church PJ, Lloyd PE (1994) Activity of multiple identified motor neurons recorded intracellularly during evoked feedinglike motor programs in Aplysia. J Neurophysiol 72(4):1794– 1809
Drushel RF, Neustadter DM, Shallenberger LL, Crago PE, Chiel HJ (1997) The kinematics of swallowing in the buccal mass of Aplysia californica. J Exp Biol 200:735–752
Drushel RF, Neustadter DM, Hurwitz I, Crago PE, Chiel HJ (1998) Kinematic models of the buccal mass of Aplysia californica. J Exp Biol 201:1563–1583
Evans CG, Rosen SC, Kupfermann I, Weiss KR, Cropper EC (1996) Characterization of a radula opener neuromuscular system in Aplysia. J Neurophysiol 76(2):1267–1281
Evans CG, Cropper EC (1998) Proprioceptive input to feeding motor programs in Aplysia. J Neurosci 18(19):8016–8031
Flash T, Sejnowski TJ (2001) Computational approaches to motor control. Curr Opin Neurobiol 11:655–662
Fox LE, Lloyd PE (1997) Serotonin and the small cardioactive peptides differentially modulate two motor neurons that innervate the same muscle fibers in Aplysia. J Neurosci 17(16):6064–6074
Howells HH (1942) The structure and function of the alimentary canal of Aplysia punctata. Q J Microscop Sci 83:357–397
Hoy MG, Zajac FE, Gordon ME (1990) A musculoskeletal model of the human lower extremity: the effect of muscle, tendon and moment arm on the moment-angle relationship of musculotendon actuators at the hip, knee, and ankle. J Biomech 23:157–169
Hurwitz I, Neustadter DM, Morton DW, Chiel HJ, Susswein AJ (1996) Activity patterns of the B31/B32 pattern initiators innervating the I2 muscle of the buccal mass during normal feeding movements in Aplysia californica. J Neurophysiol 75(4):1309–1326
Hurwitz I, Kupfermann I, Susswein AJ (1997) Different roles of neurons B63 and B34 that are active during the protraction phase of buccal motor programs in Aplysia californica. J Neurophysiol 78(3):1305–1319
Hurwitz I, Cropper EC, Vilim FS, Alexeeva V, Susswein AJ, Kupfermann I, Weiss KR (2000) Serotonergic and peptidergic modulation of the buccal mass protractor muscle (I2) in Aplysia. J Neurophysiol 84:2810–2820
Ijspeert AJ (2001) A connectionist central pattern generator for the aquatic and terrestrial gaits of a simulated salamander. Biol Cybern 84:331–348
Jing J, Weiss KR (2001) Neural mechanisms of motor program switching in Aplysia. J Neurosci 21(18):7349–7362
Jing J, Weiss KR (2002) Interneuronal basis of the generation of related but distinct motor programs in Aplysia: implications for current neuronal models of vertebrate intralimb coordination. J Neurosci 22(14):6228–6238
Jing J, Vilim FS, Wu JS, Park JH, Weiss KR (2003) Concerted GABAergic actions of Aplysia feeding interneurons in motor program specification. J Neurosci 23(12):5283–5294
Kupfermann I (1974) Feeding behavior in Aplysia: a simple system for the study of motivation. Behav Biol 10:1–26
Kargo WJ, Rome LC (2002) Functional morphology of proximal hindlimb muscles in the frog Rana pipiens. J Exp Biol 205:1987–2004
Kaske A, Winberg G, Coster J (2003) Traveling-wave pattern generator controls movement and organization of sensory feedback in a spinal cord model. Biol Cybern 88:11–19
Koike Y, Kawato M (1995) Estimation of dynamic joint torque and trajectory formation from surface electromyograph signal using a neural network model. Biol Cybern 73:291–300
Lotshaw DP, Lloyd PE (1990) Peptidergic and serotonergic facilitation of a neuromuscular synapse in Aplysia. Brain Res 526:81–94
Miller MW, Rosen SC, Schissel SL, Cropper EC, Kupfermann I, Weiss KR (1994) A population of SCP-containing neurons in the buccal ganglion of Aplysia are radula mechanoafferents and receive excitation of central origin. J Neurosci 14(11):7008–7023
Morton DW, Chiel HJ (1993a) The timing of activity in motorneurons that produce radula movements distinguishes ingestion from rejection in Aplysia. J Comp Physiol A 173(5):519–536
Morton DW, Chiel HJ (1993b) In vivo buccal nerve activity that distinguishes ingestion from rejection can be used to predict behavioral transitions in Aplysia. J Comp Physiol A 172(1):17–32
Neustadter DM, Drushel RF, Chiel HJ (2002) Kinematics of the buccal mass during swallowing based on magnetic resonance imaging in intact, behaving Aplysia californica. J Exp Biol 205:939–958
Rosen SC, Weiss KR, Cohen JL, Kupfermann I (1982) Inter-ganglionic cerebral-buccal mechanoafferents of Aplysia-receptive fields and synaptic connections to different classes of neurons involved in feeding behavior. J Neurophysiol 48(1):271–288
Rosen SC, Kupfermann I, Goldstein RS, Weiss KR (1983) Lesion of a serotonergic modulatory neuron in Aplysia produces a specific defect in feeding behavior. Brain Res 260:151–155
Rosen SC, Weiss KR, Goldstein RS, Kupfermann I (1989) The role of modulatory neuron in feeding and satiation in Aplysia: effects of lesioning of the serotonergic metacerebral cells. J Neurosci 9(5):1562–1578
Rosen SC, Miller MW, Cropper EC, Kupfermann I (2000a) Outputs of radula mechanoafferent neurons in Aplysia are modulated by motor neurons, interneurons, and sensory neurons. J Neurophysiol 83(3):1621–1636
Rosen SC, Miller MW, Evans CG, Cropper EC, Kupfermann I (2000b) Diverse synaptic connections between peptidergic radula mechanoafferent neurons and neurons in the feeding system of Aplysia. J Neurophysiol 83(3):1605–1620
Susswein AJ, Kupfermann I, Weiss KR (1976) The stimulus control of biting in Aplysia. J Comp Physiol 108:75–96
Sutton GP, Macknin JB, Gartman SS, Sunny GP, Beer RD, Crago PE, Chiel HJ (2004) Passive properties within the feeding apparatus of Aplysia aid retraction in biting but not in swallowing. J Comp Physiol A 190:501–514
Taga G (1995) A model of the neuro-musculo-skeletal system for human locomotion. I. Emergence of basic gait. Biol Cybern 73: 97–111
Van Leeuwen JL, Kier WM (1997) Functional design of tentacles in squid: linking sarcomere ultrastructure to gross morphological dynamics. Philos Trans R Soc Lond B 352:551–571
Van Leeuwen JL, De Groot JH, Kier WM (2000) Evolutionary mechanics of protrusible tentacles and tongues. Neth J Zool 50(2):113–139
Weiss KR, Cohen JL, Kupfermann I (1978) Modulatory control of buccal musculature by a serotonergic neuron (metacerebral cell) in Aplysia. J Neurosci 41(1):181–203
Yoshida N, Domen K, Koike Y, Kawato M (2002) A method for estimating torque-vector directions of shoulder muscles using surface EMGs. Biol Cybern 86:167–177
Yu SN, Crago PE, Chiel HJ (1999) Biomechanical properties and a kinetic simulation model of the smooth muscle I2 in the buccal mass of Aplysia. Biol Cybern 81:505–513
Zajac FE (1993) Muscle coordination of movement: a perspective. J Biomech 26:109–124
Zajac FE, Neptune RR, Kautz SA (2002) Biomechanics and muscle coordination of human walking, Part I: introduction to concepts, power transfer, dynamics and simulations. Gait Posture 16: 215–232
Author information
Authors and Affiliations
Corresponding author
Additional information
Acknowledgements. The authors would like to thank Dr. Joseph Mansour for his help with data analysis and his comments on an earlier draft of the manuscript. We would also like to thank Dr. Richard Drushel for his anatomical illustrations of the buccal mass (Fig.1). This work was supported by NSF Grants IBN9974394 and IBN0218386, NSF IGERT Grant 345-1898, and HHMI Grant 71199600606.
Rights and permissions
About this article
Cite this article
Sutton, G., Mangan, E., Neustadter, D. et al. Neural control exploits changing mechanical advantage and context dependence to generate different feeding responses in Aplysia. Biol. Cybern. 91, 333–345 (2004). https://doi.org/10.1007/s00422-004-0517-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00422-004-0517-z