Relationship between brain plasticity, learning and foraging performance in honey bees

Brain structure and learning capacities both vary with experience, but the mechanistic link between them is unclear. Here, we investigated whether experience-dependent variability in learning performance can be explained by neuroplasticity in foraging honey bees. The mushroom bodies (MBs) are a brain center necessary for ambiguous olfactory learning tasks such as reversal learning. Using radio frequency identification technology, we assessed the effects of natural variation in foraging activity, and the age when first foraging, on both performance in reversal learning and on synaptic connectivity in the MBs. We found that reversal learning performance improved at foraging onset and could decline with greater foraging experience. If bees started foraging before the normal age, as a result of a stress applied to the colony, the decline in learning performance with foraging experience was more severe. Analyses of brain structure in the same bees showed that the total number of synaptic boutons at the MB input decreased when bees started foraging, and then increased with greater foraging intensity. At foraging onset MB structure is therefore optimized for bees to update learned information, but optimization of MB connectivity deteriorates with foraging effort. In a computational model of the MBs sparser coding of information at the MB input improved reversal learning performance. We propose, therefore, a plausible mechanistic relationship between experience, neuroplasticity, and cognitive performance in a natural and ecological context.

[1]  Claudia Clopath,et al.  Sparse synaptic connectivity is required for decorrelation and pattern separation in feedforward networks , 2017, Nature Communications.

[2]  Clint J. Perry,et al.  A possible structural correlate of learning performance on a colour discrimination task in the brain of the bumblebee , 2017, Proceedings of the Royal Society B: Biological Sciences.

[3]  G. Marrs,et al.  Volume and density of microglomeruli in the honey bee mushroom bodies do not predict performance on a foraging task , 2017, Developmental neurobiology.

[4]  Sophie Denève,et al.  The Brain as an Efficient and Robust Adaptive Learner , 2017, Neuron.

[5]  A. Barron,et al.  Why Bees Are So Vulnerable to Environmental Stressors. , 2017, Trends in ecology & evolution.

[6]  J. Howland,et al.  Effects of stress on behavioral flexibility in rodents , 2017, Neuroscience.

[7]  Lars Chittka,et al.  A Simple Computational Model of the Bee Mushroom Body Can Explain Seemingly Complex Forms of Olfactory Learning and Memory , 2017, Current Biology.

[8]  Clint J. Perry,et al.  Accelerated behavioural development changes fine-scale search behaviour and spatial memory in honey bees (Apis mellifera L.) , 2016, Journal of Experimental Biology.

[9]  M. Giurfa,et al.  Neural substrate for higher-order learning in an insect: Mushroom bodies are necessary for configural discriminations , 2015, Proceedings of the National Academy of Sciences.

[10]  Dheeraj S. Roy,et al.  Memory engram storage and retrieval , 2015, Current Opinion in Neurobiology.

[11]  M. Giurfa,et al.  GABAergic feedback signaling into the calyces of the mushroom bodies enables olfactory reversal learning in honey bees , 2015, Front. Behav. Neurosci..

[12]  J. Bains,et al.  Stress-related synaptic plasticity in the hypothalamus , 2015, Nature Reviews Neuroscience.

[13]  W. Rössler,et al.  Neuronal plasticity in the mushroom body calyx during adult maturation in the honeybee and possible pheromonal influences , 2015, Developmental neurobiology.

[14]  Effects of the juvenile hormone analogue methoprene on rate of behavioural development, foraging performance and navigation in honey bees (Apis mellifera) , 2015, The Journal of Experimental Biology.

[15]  Jared W. Young,et al.  Early Adolescent Emergence of Reversal Learning Impairments in Isolation-Reared Rats , 2015, Developmental Neuroscience.

[16]  F. Roces,et al.  Long-term avoidance memory formation is associated with a transient increase in mushroom body synaptic complexes in leaf-cutting ants , 2015, Front. Behav. Neurosci..

[17]  Clint J. Perry,et al.  Negative impact of manganese on honeybee foraging , 2015, Biology Letters.

[18]  Clint J. Perry,et al.  Rapid behavioral maturation accelerates failure of stressed honey bee colonies , 2015, Proceedings of the National Academy of Sciences.

[19]  G. Amdam,et al.  Light exposure leads to reorganization of microglomeruli in the mushroom bodies and influences juvenile hormone levels in the honeybee , 2014, Developmental neurobiology.

[20]  Jair E. Garcia,et al.  Bee reverse-learning behavior and intra-colony differences: Simulations based on behavioral experiments reveal benefits of diversity , 2014 .

[21]  R. Menzel The insect mushroom body, an experience-dependent recoding device , 2014, Journal of Physiology-Paris.

[22]  J. Mpodozis,et al.  Cognitive Ecology in Hummingbirds: The Role of Sexual Dimorphism and Its Anatomical Correlates on Memory , 2014, PloS one.

[23]  Andrew C. Lin,et al.  Sparse, Decorrelated Odor Coding in the Mushroom Body Enhances Learned Odor Discrimination , 2014, Nature Neuroscience.

[24]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[25]  R. Menzel,et al.  Effect of GABAergic inhibition on odorant concentration coding in mushroom body intrinsic neurons of the honeybee , 2014, Journal of Comparative Physiology A.

[26]  Y. Pan,et al.  Scatter hoarding and hippocampal cell proliferation in Siberian chipmunks , 2013, Neuroscience.

[27]  G. Amdam,et al.  Aging and its modulation in a long-lived worker caste of the honey bee , 2013, Journal of Experimental Biology.

[28]  R. Huerta,et al.  A Computational Framework for Understanding Decision Making through Integration of Basic Learning Rules , 2013, The Journal of Neuroscience.

[29]  Günther Palm,et al.  Neural associative memories and sparse coding , 2013, Neural Networks.

[30]  Zhiyuan Lu,et al.  Age‐related plasticity in the synaptic ultrastructure of neurons in the mushroom body calyx of the adult honeybee Apis mellifera , 2012, The Journal of comparative neurology.

[31]  A. Guo,et al.  The GABAergic anterior paired lateral neurons facilitate olfactory reversal learning in Drosophila. , 2012, Learning & memory.

[32]  A. Guo,et al.  A GABAergic Inhibitory Neural Circuit Regulates Visual Reversal Learning in Drosophila , 2012, The Journal of Neuroscience.

[33]  P. Caroni,et al.  Structural plasticity upon learning: regulation and functions , 2012, Nature Reviews Neuroscience.

[34]  Ju Lu,et al.  REPETITIVE MOTOR LEARNING INDUCES COORDINATED FORMATION OF CLUSTERED DENDRITIC SPINES IN VIVO , 2012, Nature.

[35]  G. Robinson,et al.  Muscarinic regulation of Kenyon cell dendritic arborizations in adult worker honey bees. , 2011, Arthropod structure & development.

[36]  G. Rees,et al.  The structural basis of inter-individual differences in human behaviour and cognition , 2011, Nature Reviews Neuroscience.

[37]  P. Caroni,et al.  β-Adducin Is Required for Stable Assembly of New Synapses and Improved Memory upon Environmental Enrichment , 2011, Neuron.

[38]  A. Irintchev,et al.  Improved reversal learning and working memory and enhanced reactivity to novelty in mice with enhanced GABAergic innervation in the dentate gyrus. , 2010, Cerebral cortex.

[39]  G. Amdam,et al.  In the Laboratory and during Free-Flight: Old Honey Bees Reveal Learning and Extinction Deficits that Mirror Mammalian Functional Decline , 2010, PloS one.

[40]  J. Devaud,et al.  Long-Term Memory Leads to Synaptic Reorganization in the Mushroom Bodies: A Memory Trace in the Insect Brain? , 2010, The Journal of Neuroscience.

[41]  R. Wehner,et al.  Visual experience and age affect synaptic organization in the mushroom bodies of the desert ant Cataglyphis fortis , 2010, Developmental neurobiology.

[42]  Richard Mooney,et al.  Rapid spine stabilization and synaptic enhancement at the onset of behavioural learning , 2010, Nature.

[43]  G. Amdam,et al.  Impaired tactile learning is related to social role in honeybees , 2009, Journal of Experimental Biology.

[44]  M. Giurfa,et al.  Using local anaesthetics to block neuronal activity and map specific learning tasks to the mushroom bodies of an insect brain , 2007, The European journal of neuroscience.

[45]  G. Amdam,et al.  Cognitive aging is linked to social role in honey bees (Apis mellifera) , 2007, Experimental Gerontology.

[46]  M. Shapira,et al.  Changes in neuronal acetylcholinesterase gene expression and division of labor in honey bee colonies , 2001, Journal of Molecular Neuroscience.

[47]  Aryeh Routtenberg,et al.  Spatial learning induces presynaptic structural remodeling in the hippocampal mossy fiber system of two rat strains , 2006, Hippocampus.

[48]  G. Robinson,et al.  Stimulation of muscarinic receptors mimics experience-dependent plasticity in the honey bee brain. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[49]  R. Menzel,et al.  Sparsening and temporal sharpening of olfactory representations in the honeybee mushroom bodies. , 2005, Journal of neurophysiology.

[50]  M. Heisenberg,et al.  An engram found? Evaluating the evidence from fruit flies , 2004, Current Opinion in Neurobiology.

[51]  R. Menzel,et al.  Cognitive Architecture of a Mini-Brain , 2003 .

[52]  Gene E. Robinson,et al.  Experience- and Age-Related Outgrowth of Intrinsic Neurons in the Mushroom Bodies of the Adult Worker Honeybee , 2001, The Journal of Neuroscience.

[53]  W. Gronenberg Subdivisions of hymenopteran mushroom body calyces by their afferent supply , 2001, The Journal of comparative neurology.

[54]  R. Menzel,et al.  Cognitive architecture of a mini-brain: the honeybee , 2001, Trends in Cognitive Sciences.

[55]  Richard S. J. Frackowiak,et al.  Navigation-related structural change in the hippocampi of taxi drivers. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[56]  A. S. Edwards,et al.  Ontogeny of orientation flight in the honeybee revealed by harmonic radar , 2000, Nature.

[57]  Isaac Meilijson,et al.  Neuronal Regulation: A Mechanism for Synaptic Pruning During Brain Maturation , 1999, Neural Computation.

[58]  Lars Chittka,et al.  Foraging dynamics of bumble bees: correlates of movements within and between plant species , 1997 .

[59]  G. Robinson,et al.  Regulation of honey bee division of labor by colony age demography , 1996, Behavioral Ecology and Sociobiology.

[60]  M Heisenberg,et al.  Structural plasticity in the Drosophila brain , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[61]  G. Robinson,et al.  Selective neuroanatomical plasticity and division of labour in the honeybee , 1993, Nature.

[62]  G. Robinson Regulation of division of labor in insect societies. , 1992, Annual review of entomology.

[63]  T. Seeley,et al.  Honeybee Ecology: A Study of Adaptation in Social Life , 1985 .

[64]  G. H. Lunney,et al.  USING ANALYSIS OF VARIANCE WITH A DICHOTOMOUS DEPENDENT VARIABLE: AN EMPIRICAL STUDY , 1970 .

[65]  O. Trujillo-Cenóz,et al.  Electron microscope observations on the calyces of the insect brain. , 1962, Journal of ultrastructure research.

[66]  J. Knott The organization of behavior: A neuropsychological theory , 1951 .