Artificial Synaptic Rewiring Demonstrates that Distinct Neural Circuit Configurations Underlie Homologous Behaviors

Behavioral homology is often assumed to involve similarity in underlying neuronal mechanisms. Here, we provide a counterexample where homologous behaviors are produced by neurons with different synaptic connectivity. The nudibranch molluscs Melibe leonina and Dendronotus iris exhibit homologous swimming behaviors, consisting of alternating left and right body flexions. The swim central pattern generators (CPGs) in both species are composed of bilaterally symmetric interneurons, which are individually identified and reciprocally inhibit their contralateral counterparts, contributing to left-right burst alternation in the swim motor patterns. In Melibe, the swim CPG contains two parts that interact to produce stable rhythmic bursting; one part is the primary half-center kernel, and the other part, which consists of a bilateral pair of neurons called Si3, regulates period length. The Dendronotus swim CPG is simpler, with Si3 being part of the primary half-center oscillator. Application of curare (d-tubocurarine) selectively blocked the Si3 synapses in both species. In Melibe, curare application caused the burst duration of the swim motor pattern to lengthen, whereas in Dendronotus, curare halted bursting altogether. In both species, replacing the curare-blocked Si3 synapses with artificial synapses using dynamic clamp restored the original rhythmic bursting, thereby affirming the roles of those synapses. The curare-impaired bursting in Dendronotus was also restored by rewiring the homologous neurons into a Melibe-like primary half-center oscillator configuration, indicating that the connectivity itself could account for species differences in circuit responses to curare. The results suggest that synaptic connectivity diverged during evolution while behavior was conserved.

[1]  P. A. Getting,et al.  Dynamic neuromodulation of synaptic strength intrinsic to a central pattern generator circuit , 1994, Nature.

[2]  E. Marder Variability, compensation, and modulation in neurons and circuits , 2011, Proceedings of the National Academy of Sciences.

[3]  S. Grillner The motor infrastructure: from ion channels to neuronal networks , 2003, Nature Reviews Neuroscience.

[4]  P. Katz,et al.  Hidden synaptic differences in a neural circuit underlie differential behavioral susceptibility to a neural injury , 2014, eLife.

[5]  Paul S. Katz,et al.  Different Roles for Homologous Interneurons in Species Exhibiting Similar Rhythmic Behaviors , 2011, Current Biology.

[6]  J. Swann,et al.  Effect of curare on responses to different putative neurotransmitters in Aplysia neurons. , 1977, Journal of neurobiology.

[7]  D. Amaral,et al.  Intrinsic connections of the macaque monkey hippocampal formation: II. CA3 connections , 2009, The Journal of comparative neurology.

[8]  Thomas Nowotny,et al.  Dynamic clamp with StdpC software , 2011, Nature Protocols.

[9]  W. Kristan,et al.  Species-specific behavioral patterns correlate with differences in synaptic connections between homologous mechanosensory neurons , 2010, Journal of Comparative Physiology A.

[10]  E. Marder,et al.  The effect of electrical coupling on the frequency of model neuronal oscillators. , 1990, Science.

[11]  W. O. Friesen,et al.  Reciprocal inhibition: A mechanism underlying oscillatory animal movements , 1994, Neuroscience & Biobehavioral Reviews.

[12]  Eve Marder,et al.  Functional consequences of animal-to-animal variation in circuit parameters , 2009, Nature Neuroscience.

[13]  M. P. Nusbaum,et al.  Convergent Motor Patterns from Divergent Circuits , 2007, The Journal of Neuroscience.

[14]  Ronald L Calabrese,et al.  Animal-to-animal variability of connection strength in the leech heartbeat central pattern generator. , 2012, Journal of neurophysiology.

[15]  R. Sommer,et al.  System-wide Rewiring Underlies Behavioral Differences in Predatory and Bacterial-Feeding Nematodes , 2013, Cell.

[16]  S. Wright,et al.  Classification of the factors of evolution. , 1955, Cold Spring Harbor symposia on quantitative biology.

[17]  D. Bertrand,et al.  Identification and Functional Expression of a Family of Nicotinic Acetylcholine Receptor Subunits in the Central Nervous System of the Mollusc Lymnaea stagnalis* , 2006, Journal of Biological Chemistry.

[18]  E. Marder,et al.  Artificial electrical synapses in oscillatory networks. , 1992, Journal of neurophysiology.

[19]  E. Kandel,et al.  Contribution of individual mechanoreceptor sensory neurons to defensive gill-withdrawal reflex in Aplysia. , 1978, Journal of neurophysiology.

[20]  W. Cowan,et al.  An autoradiographic study of the organization of intrahippocampal association pathways in the rat , 1978, The Journal of comparative neurology.

[21]  J. Kehoe Three acetylcholine receptors in Aplysia neurones , 1972, The Journal of physiology.

[22]  Alan Roberts,et al.  Origin of excitatory drive to a spinal locomotor network , 2008, Brain Research Reviews.

[23]  Jessica A. Goodheart,et al.  Relationships within Cladobranchia (Gastropoda: Nudibranchia) based on RNA-Seq data: an initial investigation , 2015, Royal Society Open Science.

[24]  G. Striedter,et al.  Biological hierarchies and the concept of homology. , 1991, Brain, behavior and evolution.

[25]  O. Kiehn Decoding the organization of spinal circuits that control locomotion , 2016, Nature Reviews Neuroscience.

[26]  Sten Grillner,et al.  The intrinsic operation of the networks that make us locomote , 2015, Current Opinion in Neurobiology.

[27]  P. Katz,et al.  The central pattern generator underlying swimming in Dendronotus iris: a simple half-center network oscillator with a twist. , 2016, Journal of neurophysiology.

[28]  W. O. Friesen,et al.  Generation of a locomotory rhythm by a neural network with recurrent cyclic inhibition , 1977, Biological Cybernetics.

[29]  P. Katz,et al.  Spike Timing-Dependent Serotonergic Neuromodulation of Synaptic Strength Intrinsic to a Central Pattern Generator Circuit , 2003, The Journal of Neuroscience.

[30]  A. Roberts,et al.  Central Circuits Controlling Locomotion in Young Frog Tadpoles , 1998, Annals of the New York Academy of Sciences.

[31]  Paul S. Katz,et al.  Homology and homoplasy of swimming behaviors and neural circuits in the Nudipleura (Mollusca, Gastropoda, Opisthobranchia) , 2012, Proceedings of the National Academy of Sciences.

[32]  R. Sommer,et al.  Homology and the hierarchy of biological systems. , 2008, BioEssays : news and reviews in molecular, cellular and developmental biology.

[33]  I A Meinertzhagen,et al.  Evolutionary progression at synaptic connections made by identified homologous neurones. , 1986, Proceedings of the National Academy of Sciences of the United States of America.

[34]  O. Kiehn,et al.  Activation of groups of excitatory neurons in the mammalian spinal cord or hindbrain evokes locomotion , 2010, Nature Neuroscience.

[35]  Paul S. Katz,et al.  Homologues of serotonergic central pattern generator neurons in related nudibranch molluscs with divergent behaviors , 2007, Journal of Comparative Physiology A.

[36]  B. Connors,et al.  A network of electrically coupled interneurons drives synchronized inhibition in neocortex , 2000, Nature Neuroscience.

[37]  D. Bertrand,et al.  Identification of Molluscan Nicotinic Acetylcholine Receptor (nAChR) Subunits Involved in Formation of Cation- and Anion-Selective nAChRs , 2005, The Journal of Neuroscience.

[38]  E. Marder,et al.  Electrically coupled pacemaker neurons respond differently to same physiological inputs and neurotransmitters. , 1984, Journal of neurophysiology.

[39]  W. Watson,et al.  Swimming Behavior of the Nudibranch Melibe leonina , 2002, The Biological Bulletin.

[40]  B. Ermentrout,et al.  Chemical and electrical synapses perform complementary roles in the synchronization of interneuronal networks. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[41]  E. Walters,et al.  The use of elevated divalent cation solutions to isolate monosynaptic components of sensorimotor connections in Aplysia , 2002, Journal of Neuroscience Methods.

[42]  W M Cowan,et al.  The commissural connections of the monkey hippocampal formation , 1984, The Journal of comparative neurology.

[43]  P. Katz Evolution of central pattern generators and rhythmic behaviours , 2016, Philosophical Transactions of the Royal Society B: Biological Sciences.

[44]  Terrence J. Sejnowski,et al.  An Efficient Method for Computing Synaptic Conductances Based on a Kinetic Model of Receptor Binding , 1994, Neural Computation.

[45]  E. Marder,et al.  Mechanisms of oscillation in dynamic clamp constructed two-cell half-center circuits. , 1996, Journal of neurophysiology.

[46]  G. N. Orlovsky,et al.  Control of locomotion in marine mollusc Clione limacina II. Rhythmic neurons of pedal ganglia , 2004, Experimental Brain Research.

[47]  Ronald L Calabrese,et al.  Constancy and Variability in the Output of a Central Pattern Generator , 2011, The Journal of Neuroscience.

[48]  Ángel A. Valdés,et al.  Phylogenetic analysis of Dendronotus nudibranchs with emphasis on northeastern Pacific species , 2010 .

[49]  M. Hale,et al.  Evolution of the Mauthner Axon Cap , 2009, Brain, Behavior and Evolution.

[50]  E. Marder,et al.  Similar network activity from disparate circuit parameters , 2004, Nature Neuroscience.

[51]  M. Bennett,et al.  Electrical Coupling and Neuronal Synchronization in the Mammalian Brain , 2004, Neuron.

[52]  E. Marder,et al.  Neurons that form multiple pattern generators: identification and multiple activity patterns of gastric/pyloric neurons in the crab stomatogastric system. , 1991, Journal of neurophysiology.

[53]  Charuni A. Gunaratne,et al.  Neurochemical and Neuroanatomical Identification of Central Pattern Generator Neuron Homologues in Nudipleura Molluscs , 2012, PloS one.

[54]  Akira Sakurai,et al.  Two interconnected kernels of reciprocally inhibitory interneurons underlie alternating left-right swim motor pattern generation in the mollusk Melibe leonina. , 2014, Journal of neurophysiology.

[55]  Sten Grillner,et al.  Biological Pattern Generation: The Cellular and Computational Logic of Networks in Motion , 2006, Neuron.

[56]  Cholinergic interneurons in the feeding system of the pond snail Lymnaea stagnalis. I. Cholinergic receptors on feeding neurons. , 1992, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[57]  Michael P Nusbaum,et al.  Convergent Rhythm Generation from Divergent Cellular Mechanisms , 2013, The Journal of Neuroscience.

[58]  G. Lauder 4 – HOMOLOGY, FORM, AND FUNCTION , 1994 .

[59]  F. Nadim,et al.  The role of electrical coupling in generating and modulating oscillations in a neuronal network. , 2016, Mathematical biosciences.

[60]  Alon Poleg-Polsky,et al.  Species-specific wiring for direction selectivity in the mammalian retina , 2016, Nature.

[61]  Roger P. Croll,et al.  Identified Neurons and Cellular Homologies , 1987 .

[62]  M. Tresch,et al.  Gap junctions and motor behavior , 2002, Trends in Neurosciences.

[63]  Eve Marder,et al.  The dynamic clamp: artificial conductances in biological neurons , 1993, Trends in Neurosciences.

[64]  E. Marder,et al.  Dynamic clamp: computer-generated conductances in real neurons. , 1993, Journal of neurophysiology.