Asymmetric Overlap in Neuronal Sensation Constraints Rational Choice in C. elegans

Rational choice theory in economics assumes optimality indecision-making. One of the basic axioms of economic rationality is "Independence of Irrelevant Alternatives" (IIA), according to which a preference ratio between two options should be unaffected by introducing additional alternatives to the choice set. Violations of IIA have been demonstrated in both humans and in various animals, and could therefore stem from common neuronal constraints. We used the nematode Caenorhabditis elegans, an animal with only 302 neurons and a fully mapped connectome, to examine when and why economic rationality and violations of rationality occur. We developed tests for IIA violations by characterizing the choices that C. elegans make in olfactory chemotaxis assays. In each assay, we exposed the worm to different odors that activate only specific neurons, thus involving in the choice process only defined neuronal networks, and tested whether particular neuronal architectures are prone to producing irrational choices. We found that C. elegans are capable of maintaining robust binary olfactory preferences irrespectively of the presence of a third attractive odor. However, in very specific olfactory contexts, which we term asymmetric overlaps, the preference ratio between the two odors was altered due to the addition of a third inferior odor, in a manner that violates IIA, and in certain cases can be considered "irrational" based on the economic definition of rationality. Our results suggest that different network configurations vary in their propensity to give rise to inconsistent decision making. Thus, non-optimal choices, assumed to be an outcome of high-order cognitive and mental processes, could result from much more basic attributes of neuronal activity and constrained computational mechanisms.

[1]  Cori Bargmann Chemosensation in C. elegans. , 2006, WormBook : the online review of C. elegans biology.

[2]  S. Shafir Intransitivity of preferences in honey bees: support for 'comparative' evaluation of foraging options , 1994, Animal Behaviour.

[3]  J. Emlen The Role of Time and Energy in Food Preference , 1966, The American Naturalist.

[4]  Cornelia I. Bargmann,et al.  The Claudin Superfamily Protein NSY-4 Biases Lateral Signaling to Generate Left-Right Asymmetry in C. elegans Olfactory Neurons , 2006, Neuron.

[5]  Steven W. Flavell,et al.  A Circuit for Gradient Climbing in C. elegans Chemotaxis. , 2015, Cell reports.

[6]  S. Laughlin A Simple Coding Procedure Enhances a Neuron's Information Capacity , 1981, Zeitschrift fur Naturforschung. Section C, Biosciences.

[7]  Erik M. Jorgensen,et al.  The Sensory Circuitry for Sexual Attraction in C. elegans Males , 2007, Current Biology.

[8]  Antonio Rangel,et al.  Neural computations associated with goal-directed choice , 2010, Current Opinion in Neurobiology.

[9]  Ryuzo Shingai,et al.  Neurons regulating the duration of forward locomotion in Caenorhabditis elegans , 2004, Neuroscience Research.

[10]  Aravinthan D. T. Samuel,et al.  Identification of Thermosensory and Olfactory Neuron-Specific Genes via Expression Profiling of Single Neuron Types , 2004, Current Biology.

[11]  Cori Bargmann,et al.  A circuit for navigation in Caenorhabditis elegans , 2005 .

[12]  Oliver Hobert,et al.  Early Embryonic Programming of Neuronal Left/Right Asymmetry in C. elegans , 2006, Current Biology.

[13]  Richard Axel,et al.  Scents and sensibility: a molecular logic of olfactory perception (Nobel lecture). , 2005, Angewandte Chemie.

[14]  R. Luce,et al.  Individual Choice Behavior: A Theoretical Analysis. , 1960 .

[15]  Eero P. Simoncelli,et al.  Natural image statistics and neural representation. , 2001, Annual review of neuroscience.

[16]  Cori Bargmann,et al.  Alternative olfactory neuron fates are specified by the LIM homeobox gene lim-4. , 1999, Genes & development.

[17]  T. Andrew Hurly,et al.  Context-dependent, risk-sensitive foraging preferences in wild rufous hummingbirds , 1999, Animal Behaviour.

[18]  A. R. Palmer,et al.  From symmetry to asymmetry: phylogenetic patterns of asymmetry variation in animals and their evolutionary significance. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[19]  S. Shafir,et al.  Context-dependent violations of rational choice in honeybees (Apis mellifera) and gray jays (Perisoreus canadensis) , 2001, Behavioral Ecology and Sociobiology.

[20]  Joseph W. Kable,et al.  The valuation system: A coordinate-based meta-analysis of BOLD fMRI experiments examining neural correlates of subjective value , 2013, NeuroImage.

[21]  L. Avery,et al.  Guanylyl cyclase expression in specific sensory neurons: a new family of chemosensory receptors. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[22]  Tobias Brosch,et al.  Measuring wanting and liking from animals to humans: A systematic review , 2016, Neuroscience & Biobehavioral Reviews.

[23]  K. Doya Modulators of decision making , 2008, Nature Neuroscience.

[24]  Oliver Hobert,et al.  Two distinct types of neuronal asymmetries are controlled by the Caenorhabditis elegans zinc finger transcription factor die-1 , 2014, Genes & development.

[25]  R. Rogers The Roles of Dopamine and Serotonin in Decision Making: Evidence from Pharmacological Experiments in Humans , 2011, Neuropsychopharmacology.

[26]  P. Phillips,et al.  Quantifying male and female pheromone-based mate choice in Caenorhabditis nematodes using a novel microfluidic technique , 2017, bioRxiv.

[27]  S. Ward Chemotaxis by the nematode Caenorhabditis elegans: identification of attractants and analysis of the response by use of mutants. , 1973, Proceedings of the National Academy of Sciences of the United States of America.

[28]  M. Fee,et al.  A hypothesis for basal ganglia-dependent reinforcement learning in the songbird , 2011, Neuroscience.

[29]  D. Bernoulli Exposition of a New Theory on the Measurement of Risk , 1954 .

[30]  J E Paciga,et al.  Phosphatidylinositol-3-OH Kinase (PI3K)/AKT2, activated in breast cancer, regulates and is induced by estrogen receptor alpha (ERalpha) via interaction between ERalpha and PI3K. , 2001, Cancer research.

[31]  Elizabeth E Glater,et al.  Identification of Odor Blend Used by Caenorhabditis elegans for Pathogen Recognition , 2018, Chemical senses.

[32]  M. Lepper,et al.  When choice is demotivating: Can one desire too much of a good thing? , 2000 .

[33]  P. Samuelson A Note on Measurement of Utility , 1937 .

[34]  Mel W. Khaw,et al.  Normalization is a general neural mechanism for context-dependent decision making , 2013, Proceedings of the National Academy of Sciences.

[35]  A. Tversky,et al.  Prospect theory: analysis of decision under risk , 1979 .

[36]  Paul W Sternberg,et al.  Communication between oocytes and somatic cells regulates volatile pheromone production in Caenorhabditis elegans , 2014, Proceedings of the National Academy of Sciences.

[37]  A. Tversky,et al.  Rational choice and the framing of decisions , 1990 .

[38]  Paul Glimcher,et al.  Physiological utility theory and the neuroeconomics of choice , 2005, Games Econ. Behav..

[39]  P. Glimcher,et al.  Annals of the New York Academy of Sciences Efficient Coding and the Neural Representation of Value , 2022 .

[40]  Thomas M. Morse,et al.  The Fundamental Role of Pirouettes in Caenorhabditis elegans Chemotaxis , 1999, The Journal of Neuroscience.

[41]  A. Tversky,et al.  Context-dependent preferences , 1993 .

[42]  Zeynep F. Altun,et al.  Identification of a nematode chemosensory gene family. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[43]  H. Simon,et al.  Rational choice and the structure of the environment. , 1956, Psychological review.

[44]  W. Schultz Neural coding of basic reward terms of animal learning theory, game theory, microeconomics and behavioural ecology , 2004, Current Opinion in Neurobiology.

[45]  R. Axel,et al.  A novel multigene family may encode odorant receptors: A molecular basis for odor recognition , 1991, Cell.

[46]  M. Félix,et al.  The Natural Biotic Environment of Caenorhabditis elegans , 2017, Genetics.

[47]  Cori Bargmann,et al.  C. elegans odour discrimination requires asymmetric diversity in olfactory neurons , 2001, Nature.

[48]  P. Glimcher,et al.  Reward Value-Based Gain Control: Divisive Normalization in Parietal Cortex , 2011, The Journal of Neuroscience.

[49]  A. Tversky,et al.  Prospect Theory : An Analysis of Decision under Risk Author ( s ) : , 2007 .

[50]  R. Macarthur,et al.  On Optimal Use of a Patchy Environment , 1966, The American Naturalist.

[51]  I. Simon,et al.  Allelic inactivation regulates olfactory receptor gene expression , 1994, Cell.

[52]  J. Neumann,et al.  Theory of games and economic behavior , 1945, 100 Years of Math Milestones.

[53]  Travis A. Jarrell,et al.  The Connectome of a Decision-Making Neural Network , 2012, Science.

[54]  E. Charnov Optimal foraging, the marginal value theorem. , 1976, Theoretical population biology.

[55]  M. Walton,et al.  Calculating utility: preclinical evidence for cost–benefit analysis by mesolimbic dopamine , 2007, Psychopharmacology.

[56]  Cornelia I. Bargmann,et al.  A natural variant and an engineered mutation in a GPCR promote DEET resistance in C. elegans , 2017, bioRxiv.

[57]  Hiroshi Yamada,et al.  Thirst-dependent risk preferences in monkeys identify a primitive form of wealth , 2013, Proceedings of the National Academy of Sciences.

[58]  N. Metcalfe,et al.  Context-dependent mate choice in relation to social composition in green swordtails Xiphophorus helleri , 2008 .

[59]  Oliver Hobert,et al.  A transcriptional regulatory cascade that controls left/right asymmetry in chemosensory neurons of C. elegans. , 2003, Genes & development.

[60]  Jae Im Choi,et al.  Odor-dependent temporal dynamics in Caenorhabitis elegans adaptation and aversive learning behavior , 2018, PeerJ.

[61]  Christopher P. Puto,et al.  Adding Asymmetrically Dominated Alternatives: Violations of Regularity & the Similarity Hypothesis. , 1981 .

[62]  A. Barrios,et al.  Exploratory decisions of the Caenorhabditis elegans male: a conflict of two drives. , 2014, Seminars in cell & developmental biology.

[63]  A. R. Palmer Symmetry Breaking and the Evolution of Development , 2004, Science.

[64]  P. Glimcher,et al.  Rationalizing Context-Dependent Preferences: Divisive Normalization and Neurobiological Constraints on Choice , 2016 .

[65]  I. Simonson,et al.  Choice Based on Reasons: The Case of Attraction and Compromise Effects , 1989 .

[66]  P. Dayan,et al.  A framework for mesencephalic dopamine systems based on predictive Hebbian learning , 1996, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[67]  Cornelia I. Bargmann,et al.  Pathogenic bacteria induce aversive olfactory learning in Caenorhabditis elegans , 2005, Nature.

[68]  H. Simon,et al.  A Behavioral Model of Rational Choice , 1955 .

[69]  Gerd Gigerenzer,et al.  Heuristic decision making. , 2011, Annual review of psychology.

[70]  Cori Bargmann,et al.  Odorant-selective genes and neurons mediate olfaction in C. elegans , 1993, Cell.

[71]  David J Heeger,et al.  Theory of cortical function , 2017, Proceedings of the National Academy of Sciences.

[72]  S. Brenner,et al.  The structure of the nervous system of the nematode Caenorhabditis elegans. , 1986, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[73]  P. Dayan,et al.  Space and time in visual context , 2007, Nature Reviews Neuroscience.

[74]  T. A. Hurly,et al.  Context–dependent foraging decisions in rufous hummingbirds , 2003, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[75]  C. Chuang,et al.  Stochastic left–right neuronal asymmetry in Caenorhabditis elegans , 2016, Philosophical Transactions of the Royal Society B: Biological Sciences.

[76]  Cornelia I. Bargmann,et al.  Identification of Transcriptional Regulatory Elements in Chemosensory Receptor Genes by Probabilistic Segmentation , 2005, Current Biology.

[77]  J. Hodgkin What does a worm want with 20,000 genes? , 2001, Genome Biology.

[78]  Bret J. Pearson,et al.  erratum: The homeobox gene lim-6 is required for distinct chemosensory representations in C. elegans , 2001, Nature.

[79]  Cori Bargmann,et al.  Chemotaxis and Thermotaxis , 1997 .

[80]  W. T. Nickell,et al.  Single Ionic Channels of Two Caenorhabditis elegans Chemosensory Neurons in Native Membrane , 2002, The Journal of Membrane Biology.

[81]  O. Hobert,et al.  Embryonic Priming of a miRNA Locus Predetermines Postmitotic Neuronal Left/Right Asymmetry in C. elegans , 2012, Cell.

[82]  Cori Bargmann,et al.  Divergent seven transmembrane receptors are candidate chemosensory receptors in C. elegans , 1995, Cell.