Abstract

When flies explore their environment, they encounter odors in complex, highly intermittent plumes. To navigate a plume and, for example, find food, they must solve several challenges, including reliably identifying mixtures of odorants and their intensities, and discriminating odorant mixtures emanating from a single source from odorants emitted from separate sources and just mixing in the air. Lateral inhibition in the antennal lobe is commonly understood to help solving these challenges. With a computational model of the Drosophila olfactory system, we analyze the utility of an alternative mechanism for solving them: Non-synaptic ("ephaptic") interactions (NSIs) between olfactory receptor neurons that are stereotypically co-housed in the same sensilla. We find that NSIs improve mixture ratio detection and plume structure sensing and do so more efficiently than the traditionally considered mechanism of lateral inhibition in the antennal lobe. The best performance is achieved when both mechanisms work in synergy. However, we also found that NSIs decrease the dynamic range of co-housed ORNs, especially when they have similar sensitivity to an odorant. These results shed light, from a functional perspective, on the role of NSIs, which are normally avoided between neurons, for instance by myelination.

Highlights

  • Flies, as most other insects, rely primarily on olfaction to find food, mates, and oviposition sites

  • We simulated pairs of olfactory receptor neurons (ORNs) expressing different olfactory receptor (OR) types, as they are co-housed in sensilla

  • The second stage of olfactory processing occurs in the antennal lobe (AL), in which PNs receive input from ORNs and form local circuits through lateral neurons (LNs)

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Summary

Introduction

As most other insects, rely primarily on olfaction to find food, mates, and oviposition sites. During these search behaviors, they encounter complex plumes with highly intermittent odor signals: Odor whiffs are infrequent and odor concentration varies largely between whiffs [1,2,3]. Sensory processing is understood to play an important role for solving these challenges [4,5,6]. Lateral inhibition in the antennal lobe is commonly understood to be useful for decorrelating odor signals from co-activated receptor types. We investigate the hypothesis that the early interactions between ORNs in the sensilla are if not more, useful for decoding information in odor plumes

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