Functional and Anatomical Specificity in a Higher Olfactory Centre

Most sensory systems are organized into parallel neuronal pathways that process distinct aspects of incoming stimuli. For example, second order olfactory neurons make divergent projections onto functionally distinct brain areas relevant to different behaviors. In insects, one area, the mushroom body has been intensively studied for its role in olfactory learning while the lateral horn is proposed to mediate innate olfactory behavior. Some lateral horn neurons (LHNs) show selective responses to sex pheromones but its functional principles remain poorly understood. We have carried out a comprehensive anatomical analysis of the Drosophila lateral horn and identified genetic driver lines targeting many LHNs. We find that the lateral horn contains >1300 neurons and by combining genetic, anatomical and functional criteria, we identify >150 cell types. In particular we show that genetically labeled LHNs show stereotyped odor responses from one animal to the next. Although LHN tuning can be ultra-sparse (1/40 odors tested), as a population they respond to three times more odors than their inputs; this coding change can be rationalized by our observation that LHNs are better odor categorizers. Our results reveal some of the principles by which a higher sensory processing area can extract innate behavioral significance from sensory stimuli.

[1]  Ryohei Kanzaki,et al.  Pheromone processing center in the protocerebrum of Bombyx mori revealed by nitric oxide‐induced anti‐cGMP immunocytochemistry , 2005, The Journal of comparative neurology.

[2]  Matthias Landgraf,et al.  Metamorphosis of an identified serotonergic neuron in the Drosophila olfactory system , 2007, Neural Development.

[3]  G. Rubin,et al.  Communication from Learned to Innate Olfactory Processing Centers Is Required for Memory Retrieval in Drosophila , 2018, Neuron.

[4]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[5]  Torsten Rohlfing,et al.  Combining genome-scale Drosophila 3 D neuroanatomical data by bridging template brains , 2014 .

[6]  Guan-Yu Chen,et al.  Three-Dimensional Reconstruction of Brain-wide Wiring Networks in Drosophila at Single-Cell Resolution , 2011, Current Biology.

[7]  Hokto Kazama,et al.  Decoding of Context-Dependent Olfactory Behavior in Drosophila , 2016, Neuron.

[8]  Liqun Luo,et al.  Mosaic Analysis with a Repressible Cell Marker for Studies of Gene Function in Neuronal Morphogenesis , 1999, Neuron.

[9]  Haojiang Luan,et al.  Refined Spatial Manipulation of Neuronal Function by Combinatorial Restriction of Transgene Expression , 2006, Neuron.

[10]  Dan D. Stettler,et al.  Representations of Odor in the Piriform Cortex , 2009, Neuron.

[11]  L. Abbott,et al.  Generating sparse and selective third-order responses in the olfactory system of the fly , 2010, Proceedings of the National Academy of Sciences.

[12]  G. Miesenböck,et al.  Excitatory Local Circuits and Their Implications for Olfactory Processing in the Fly Antennal Lobe , 2007, Cell.

[13]  G. Jefferis,et al.  Clonal analysis of olfaction in Drosophila: image registration. , 2013, Cold Spring Harbor protocols.

[14]  L. Luo,et al.  Representation of the Glomerular Olfactory Map in the Drosophila Brain , 2002, Cell.

[15]  Kristin Scott,et al.  Long-range projection neurons in the taste circuit of Drosophila , 2017, eLife.

[16]  Richard Axel,et al.  A dimorphic pheromone circuit in Drosophila from sensory input to descending output , 2010, Nature.

[17]  J. Douglas Armstrong,et al.  Bioinformatics Applications Note Systems Biology Simple Neurite Tracer: Open Source Software for Reconstruction, Visualization and Analysis of Neuronal Processes , 2022 .

[18]  Haim Sompolinsky,et al.  Optimal Degrees of Synaptic Connectivity , 2017, Neuron.

[19]  Torsten Rohlfing,et al.  Nonrigid image registration in shared-memory multiprocessor environments with application to brains, breasts, and bees , 2003, IEEE Transactions on Information Technology in Biomedicine.

[20]  Ann-Shyn Chiang,et al.  Blockade of Neurotransmission in Drosophila Mushroom Bodies Impairs Odor Attraction, but Not Repulsion , 2003, Current Biology.

[21]  Kei Ito,et al.  Integration of Chemosensory Pathways in the Drosophila Second-Order Olfactory Centers , 2004, Current Biology.

[22]  Vikas Bhandawat,et al.  Excitatory Interactions between Olfactory Processing Channels in the Drosophila Antennal Lobe , 2007, Neuron.

[23]  Michael D. Ehlers,et al.  Neural Circuit Mechanisms for Pattern Detection and Feature Combination in Olfactory Cortex , 2011, Neuron.

[24]  Hongkui Zeng,et al.  Neuronal cell-type classification: challenges, opportunities and the path forward , 2017, Nature Reviews Neuroscience.

[25]  James D. Manton,et al.  The natverse: a versatile computational toolbox to combine and analyse neuroanatomical data , 2014, bioRxiv.

[26]  Sercan Sayin,et al.  Internal State Dependent Odor Processing and Perception—The Role of Neuromodulation in the Fly Olfactory System , 2018, Front. Cell. Neurosci..

[27]  Karel Svoboda,et al.  Stereotyped Odor-Evoked Activity in the Mushroom Body of Drosophila Revealed by Green Fluorescent Protein-Based Ca2+ Imaging , 2004, The Journal of Neuroscience.

[28]  Allan R. Jones,et al.  Shared and distinct transcriptomic cell types across neocortical areas , 2018, Nature.

[29]  Jai Y. Yu,et al.  Sexual Dimorphism in the Fly Brain , 2010, Current Biology.

[30]  P. Hiesinger,et al.  Three‐dimensional reconstruction of the antennal lobe in Drosophila melanogaster , 1999, The Journal of comparative neurology.

[31]  Chung-Chuan Lo,et al.  SPIN: A Method of Skeleton-Based Polarity Identification for Neurons , 2014, Neuroinformatics.

[32]  Markus Knaden,et al.  Decoding odor quality and intensity in the Drosophila brain , 2014, eLife.

[33]  L. Luo,et al.  Development of neuronal connectivity in Drosophila antennal lobes and mushroom bodies , 2002, Current Opinion in Neurobiology.

[34]  Evan Z. Macosko,et al.  Comprehensive Classification of Retinal Bipolar Neurons by Single-Cell Transcriptomics , 2016, Cell.

[35]  Kei Ito,et al.  Organization of antennal lobe‐associated neurons in adult Drosophila melanogaster brain , 2012, The Journal of comparative neurology.

[36]  R. Stocker,et al.  A central neural circuit for experience-independent olfactory and courtship behavior in Drosophila melanogaster , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[37]  M. Knaden,et al.  Mapping odor valence in the brain of flies and mice , 2014, Current Opinion in Neurobiology.

[38]  Matthias Bethge,et al.  The functional diversity of retinal ganglion cells in the mouse , 2015, Nature.

[39]  Glenn C. Turner,et al.  Olfactory representations by Drosophila mushroom body neurons. , 2008, Journal of neurophysiology.

[40]  Ian R. Wickersham,et al.  Cortical representations of olfactory input by trans-synaptic tracing , 2011, Nature.

[41]  M. Stopfer,et al.  Functional Analysis of a Higher Olfactory Center, the Lateral Horn , 2012, The Journal of Neuroscience.

[42]  Eric T. Trautman,et al.  A Complete Electron Microscopy Volume of the Brain of Adult Drosophila melanogaster , 2017, Cell.

[43]  Kei Ito,et al.  Systematic Analysis of Neural Projections Reveals Clonal Composition of the Drosophila Brain , 2013, Current Biology.

[44]  Shawn R. Olsen,et al.  Sensory processing in the Drosophila antennal lobe increases reliability and separability of ensemble odor representations , 2007, Nature Neuroscience.

[45]  Martin Heisenberg,et al.  Neural reorganization during metamorphosis of the corpora pedunculata in Drosophila melanogaster , 1982, Nature.

[46]  Ann-Shyn Chiang,et al.  High-throughput Computer Method for 3D Neuronal Structure Reconstruction from the Image Stack of the Drosophila Brain and Its Applications , 2012, PLoS Comput. Biol..

[47]  G. Rubin,et al.  Genetic Reagents for Making Split-GAL4 Lines in Drosophila , 2017, Genetics.

[48]  Gregory S.X.E. Jefferis,et al.  A Bidirectional Circuit Switch Reroutes Pheromone Signals in Male and Female Brains , 2013, Cell.

[49]  Julie H. Simpson,et al.  A Systematic Nomenclature for the Insect Brain , 2014, Neuron.

[50]  Paola Patella,et al.  Functional Maps of Mechanosensory Features in the Drosophila Brain , 2018, Current Biology.

[51]  Richard Axel,et al.  Spatial Representation of the Glomerular Map in the Drosophila Protocerebrum , 2002, Cell.

[52]  R. Masland Neuronal diversity in the retina , 2001, Current Opinion in Neurobiology.

[53]  L. Luo,et al.  Comprehensive Maps of Drosophila Higher Olfactory Centers: Spatially Segregated Fruit and Pheromone Representation , 2007, Cell.

[54]  S. R. Datta,et al.  Distinct representations of olfactory information in different cortical centres , 2011, Nature.

[55]  Gregory S.X.E. Jefferis,et al.  Automatic Segmentation of Drosophila Neural Compartments Using GAL4 Expression Data Reveals Novel Visual Pathways , 2015, Current Biology.

[56]  D. Hubel,et al.  Early Exploration of the Visual Cortex , 1998, Neuron.

[57]  Nicholas Burton,et al.  The Virtual Fly Brain browser and query interface , 2012, Bioinform..

[58]  G. Laurent,et al.  Role of GABAergic Inhibition in Shaping Odor-Evoked Spatiotemporal Patterns in the Drosophila Antennal Lobe , 2005, The Journal of Neuroscience.

[59]  Rava Azeredo da Silveira,et al.  Cell Types, Circuits, Computation , 2011, Current Opinion in Neurobiology.

[60]  Ann-Shyn Chiang,et al.  A Map of Olfactory Representation in the Drosophila Mushroom Body , 2007, Cell.

[61]  Glenn C. Turner,et al.  Integration of the olfactory code across dendritic claws of single mushroom body neurons , 2013, Nature Neuroscience.

[62]  Gregory S.X.E. Jefferis,et al.  NBLAST: Rapid, Sensitive Comparison of Neuronal Structure and Construction of Neuron Family Databases , 2016, Neuron.

[63]  G. Rubin,et al.  Mushroom body output neurons encode valence and guide memory-based action selection in Drosophila , 2014, eLife.

[64]  Nicolas Y. Masse,et al.  Olfactory Information Processing in Drosophila , 2009, Current Biology.

[65]  Julie H. Simpson,et al.  A GAL4-driver line resource for Drosophila neurobiology. , 2012, Cell reports.

[66]  L. Abbott,et al.  Random Convergence of Olfactory Inputs in the Drosophila Mushroom Body , 2013, Nature.

[67]  Gregory S.X.E. Jefferis,et al.  Memory retrieval recruits both innate and learned olfactory processing centres in Drosophila , 2017, bioRxiv.

[68]  Julie H. Simpson,et al.  Genetic Manipulation of Genes and Cells in the Nervous System of the Fruit Fly , 2011, Neuron.

[69]  Gilles Laurent,et al.  Transformation of Olfactory Representations in the Drosophila Antennal Lobe , 2004, Science.

[70]  Sandeep Robert Datta,et al.  Population Coding in an Innately Relevant Olfactory Area , 2017, Neuron.

[71]  Yoshinori Aso,et al.  The Mushroom Body of Adult Drosophila Characterized by GAL4 Drivers , 2009, Journal of neurogenetics.

[72]  Peter Sterling,et al.  Principles of Neural Design , 2015 .

[73]  C Giovanni Galizia,et al.  Olfactory coding in the insect brain: data and conjectures , 2014, The European journal of neuroscience.

[74]  J F Evers,et al.  Progress in functional neuroanatomy: precise automatic geometric reconstruction of neuronal morphology from confocal image stacks. , 2005, Journal of neurophysiology.

[75]  Aravinthan D. T. Samuel,et al.  The wiring diagram of a glomerular olfactory system , 2016, bioRxiv.

[76]  Lindsey J. Macpherson,et al.  Temperature representation in the Drosophila brain , 2015, Nature.

[77]  Glenn C. Turner,et al.  Oscillations and Sparsening of Odor Representations in the Mushroom Body , 2002, Science.

[78]  Dan D. Stettler,et al.  Driving Opposing Behaviors with Ensembles of Piriform Neurons , 2011, Cell.

[79]  David J. Anderson,et al.  Distinct sensory representations of wind and near-field sound in the Drosophila brain , 2009, Nature.

[80]  Yoshinori Aso,et al.  Essential Role of the Mushroom Body in Context-Dependent CO2 Avoidance in Drosophila , 2013, Current Biology.

[81]  Z. Mainen,et al.  Early events in olfactory processing. , 2006, Annual review of neuroscience.

[82]  Barry J. Dickson,et al.  The VT GAL4, LexA, and split-GAL4 driver line collections for targeted expression in the Drosophila nervous system , 2017, bioRxiv.

[83]  John R. Carlson,et al.  Coding of Odors by a Receptor Repertoire , 2006, Cell.

[84]  Rachel I. Wilson,et al.  Stereotyped connectivity and computations in higher-order olfactory neurons , 2013, Nature Neuroscience.

[85]  M. Stopfer,et al.  Dye fills reveal additional olfactory tracts in the protocerebrum of wild‐type Drosophila , 2012, The Journal of comparative neurology.

[86]  Gilles Laurent,et al.  Testing Odor Response Stereotypy in the Drosophila Mushroom Body , 2008, Neuron.

[87]  Kei Ito,et al.  Cautionary observations on preparing and interpreting brain images using molecular biology‐based staining techniques , 2003, Microscopy research and technique.

[88]  Christof Koch,et al.  Adult Mouse Cortical Cell Taxonomy by Single Cell Transcriptomics , 2016, Nature Neuroscience.

[89]  Kei Ito,et al.  Neuronal assemblies of the Drosophila mushroom body , 2008, The Journal of comparative neurology.

[90]  C Giovanni Galizia,et al.  DoOR 2.0 - Comprehensive Mapping of Drosophila melanogaster Odorant Responses , 2015, Scientific Reports.

[91]  Kei Ito,et al.  Gamma‐aminobutyric acid (GABA)‐mediated neural connections in the Drosophila antennal lobe , 2009, The Journal of comparative neurology.

[92]  P. Shen,et al.  Neuropeptide-gated perception of appetitive olfactory inputs in Drosophila larvae. , 2013, Cell reports.

[93]  Markus Knaden,et al.  A Conserved Dedicated Olfactory Circuit for Detecting Harmful Microbes in Drosophila , 2012, Cell.

[94]  Hanchuan Peng,et al.  Virtual finger boosts three-dimensional imaging and microsurgery as well as terabyte volume image visualization and analysis , 2014, Nature Communications.

[95]  James M. Jeanne,et al.  Convergence, Divergence, and Reconvergence in a Feedforward Network Improves Neural Speed and Accuracy , 2015, Neuron.

[96]  R. Hen,et al.  The participation of cortical amygdala in innate, odor-driven behavior , 2014, Nature.

[97]  Kei Ito,et al.  A map of octopaminergic neurons in the Drosophila brain , 2009, The Journal of comparative neurology.

[98]  Hanchuan Peng,et al.  Clonal Development and Organization of the Adult Drosophila Central Brain , 2013, Current Biology.

[99]  Gregory S.X.E. Jefferis,et al.  Neurogenetic dissection of the Drosophila innate olfactory processing center , 2018, bioRxiv.

[100]  G. Rubin,et al.  The neuronal architecture of the mushroom body provides a logic for associative learning , 2014, eLife.

[101]  G. Laurent,et al.  Normalization for Sparse Encoding of Odors by a Wide-Field Interneuron , 2011, Science.

[102]  Nicholas J. Priebe,et al.  Mechanisms of Neuronal Computation in Mammalian Visual Cortex , 2012, Neuron.

[103]  James M. Jeanne,et al.  The Organization of Projections from Olfactory Glomeruli onto Higher-Order Neurons , 2018, Neuron.

[104]  Maks Ovsjanikov,et al.  Functional maps , 2012, ACM Trans. Graph..

[105]  Philipp Schlegel,et al.  Learning from connectomics on the fly. , 2017, Current opinion in insect science.

[106]  Marcus C. Stensmyr,et al.  Early Integration of Temperature and Humidity Stimuli in the Drosophila Brain , 2017, Current Biology.