Serotonin promotes exploitation in complex environments by accelerating decision-making

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Abstract

Background: Fast responses can provide a competitive advantage when resources are inhomogeneously distributed. The nematode Caenorhabditis elegans was shown to modulate locomotion on a lawn of bacterial food in serotonin (5-HT)-dependent manners. However, potential roles for serotonergic signaling in responding to food discovery are poorly understood. Results: We found that 5-HT signaling in C. elegans facilitates efficient exploitation in complex environments by mediating a rapid response upon encountering food. Genetic or cellular manipulations leading to deficient serotonergic signaling resulted in gradual responses and defective exploitation of a patchy foraging landscape. Physiological imaging revealed that the NSM serotonergic neurons responded acutely upon encounter with newly discovered food and were key to rapid responses. In contrast, the onset of responses of ADF serotonergic neurons preceded the physical encounter with the food. The serotonin-gated chloride channel MOD-1 and the ortholog of mammalian 5-HT1 metabotropic serotonin receptors SER-4 acted in synergy to accelerate decision-making. The relevance of responding rapidly was demonstrated in patchy environments, where the absence of 5-HT signaling was detrimental to exploitation. Conclusions: Our results implicate 5-HT in a novel form of decision-making, demonstrate its fitness consequences, suggest that NSM and ADF act in concert to modulate locomotion in complex environments, and identify the synergistic action of a channel and a metabotropic receptor in accelerating C. elegans decision-making.

Figures

  • Fig. 1 The slowdown of C. elegans upon encountering novel food is abrupt. a Typical trajectories of multiple tracked animals approaching a large bacterial lawn (light grey area). b The center of mass speed of tracked animals aligned to the time of encountering the edge of the bacterial lawn, t = 0 (mean ± standard error of mean; SEM, N = 288 animals). The mean deceleration during the 30-sec period that immediately preceded the encounter was 0.66 ± 0.04 μm/sec2 (double asterisks denote that it was significantly different from zero as determined by a t-test, P <0.01) with the edge of the bacterial lawn. Inset: the center of mass speed on food during intermediate and long times post-encounter. The mean speed at t = 1,100–1,200 sec was significantly higher than at t = 100–200 sec in agreement with previous reports (as determined by a t-test, asterisk denotes P <0.05)
  • Fig. 2 Serotonergic signaling accelerates slowdown upon re-feeding. a The mean speeds of wild-type 5-HT-deficient strains around the time of encounter with the edge of a large bacterial lawn (shown without standard errors as a guide to the eye; see summary statistics in next panel). b The speeds of the strains shown in panel (a) shortly after the encounter and 20 min later. Twenty minutes after the encounter, wild-type and tph-1 center of mass speeds were similar. Bars depict mean ± SEM and the number of animals assayed for each strain is noted in parentheses. Mean velocities were compared to wild-type using an ANOVA test and corrected post hoc for multiple comparisons using Tukey’s honest significant difference (HSD) test. Double asterisks denote a significant difference from wild-type (P <0.01). For Ptph-1::TeTx and Ptph-1::tph-1, three independent transgenic lines were assayed and one representative dataset is shown
  • Fig. 3 Serotonergic signaling promotes exploitation in a complex environment. Wild-type animals and tph-1 mutants were assayed on a square lattice arrangement of 49 micro-patches (see also Additional file 5: Figure S4B). a Frames in which the nose of the animal was on a patch were labeled “encountered”. Frames were labeled “exploited” once, in addition, sub-threshold speed was measured (see Methods). Top, a tph-1 mutant encountering a patch; bottom, a wild-type animal exploiting a patch. b The mean number of micro-patches encountered and exploited during the first 2 hours or the entire duration of each assay. c The mean fraction of time spent on encounters or exploitation during the first 2 hours or the entire duration of each assay. When animals were not encountering or exploiting they were moving (predominantly roaming) off food between the patches. In panels (b, c), the number of animals assayed for each strain is noted in parentheses, error bars depict SEM, means were compared using an ANOVA test corrected post hoc for multiple comparisons using Tukey’s HSD test, and double asterisks denote a significant difference (P <0.01). By both measures, tph-1 mutants were deficient as compared with wild-type. d The percentage of the area exploited during the assay was calculated for each micro-patch that was encountered at least once. (i) A histogram of exploited percentages for all encountered patches. (ii) A histogram of exploited percentages for all exploited patches (excluding patches that were only encountered). (iii) A histogram of exploited percentages for single continuous periods of exploitation (termed “events”). (iv) A histogram of the durations between consecutive encounters. The mutants encountered as many patches as wild-type and did not exploit a smaller area of the patch during a single event. However, once they veer off the patch or fully consume it, tph-1 mutants are deficient in initiating the next exploitation event and thus exhibit lower cumulative exploitation. The distributions were compared to wild-type using the k-sample Anderson–Darling test and double asterisks denote a significant difference (P <0.01)
  • Fig. 4 The serotonergic neurons ADF and NSM respond physiologically during re-feeding. a Left: traces of fluorescence from NSM::GCaMP (grey) and ADF::GCaMP (black) transgenics re-feeding on a large bacterial lawn. The time of encountering the edge of the lawn was defined as t = 0 . Plots depict mean ± SEM and the number of animals assayed for each strain is noted in parentheses. Inset: NSM was not activated when the animals abruptly paused due to gently colliding with an obstacle. The yellow shading denotes the time following the encounter (t >0 ). Right: a zoomed view of the calcium transients shortly prior to the encounter. Fluorescence in ADF but not NSM neurons was significantly higher than baseline during the 5 sec preceding the encounter (mean intensities were compared to their respective baselines using a t-test, P <0.01). (b, c) GCaMP fluorescence in ADF and NSM in osm-6 mutant backgrounds and their respective wild-type background control groups using an improved imaging system (see Methods). The velocity of the tracked ADF neurons was reduced prior to the encounter in the control group but not in osm-6 mutants (panel (b), bottom, t-test, P <0.01). NSM activity was not abolished by the mutation
  • Fig. 5 Both ADF and NSM serotonergic neuron types affect the dynamics of slowdown. a The mean speeds of transgenics in which NSM or ADF have been genetically silenced. The time of encounter with a large bacterial lawn was defined as t = 0 . Traces are shown without standard errors as a guide to the eye; see summary statistics in next panel. b The speeds of the strains shown in panel (a) shortly after the encounter and their baseline speeds on food 20 min later. Bars depict mean ± SEM and the number of animals assayed for each strain is noted in parentheses. Double asterisks denote a significant difference from wild-type, P <0.01. Data from wild-type and Ptph-1::TeTx strains was reproduced from Fig. 2 and shown as dashed lines and empty bars for comparison. (c, d) Same as panels (a, b), except that the genetic silencing was performed on a mod-5 mutant background. (e, f) Same as panels (a, b) for transgenics in which the intact tph-1 gene was rescued in NSM, in ADF, or in both. Combined, genetic silencing and rescue assays implicate both neuronal types in mediating the observed behavior. (g, h) Same as panels (a, b) for Cre-mediated deletions of the tph-1 genes (see [20]). In all bar plots, mean velocities were compared to wild-type using an ANOVA test and corrected post hoc for multiple comparisons using Tukey’s HSD test. Single and double asterisks denote a significant difference from wild-type (P <0.05 and P <0.01, respectively). Three independent transgenic lines were assayed in the cases of NSM::TeTx, ADF::TeTx, NSM::tph-1, and ADF::tph-1. One of each of the TeTx lines (Ptph-1::TeTx, NSM::TeTx, and ADF::TeTx) was crossed to a mod-5(n3314) mutant background and similarly assayed. One line was assayed for each floxed tph-1 deletion strain [20]
  • Fig. 6 Optogenetic activation of serotonergic neurons induces a rapid slowdown off food. The temporal dynamics of motion were assayed using the frame difference method (i.e. the number of pixels that changed their value between consecutive frames of a movie of a single animal; see Methods). Three independent lines (two lite-1 backgrounds and one lite-1; mod-5 background) expressing ChR2 in both NSM and ADF serotonergic neurons (Ptph-1::ChR2) were assayed. Control animals (lite-1) lacked ChR2 or TPH-1. The shaded area depicts the period in which the blue light was on. Inset: single exponential fits to each dataset (see Methods). Plots depict mean ± SEM, the number of stimuli assayed is noted in parentheses for each condition, the recovery timescale of lite-1; mod-5 double mutants was compared to that of lite-1 mutants using an ANOVA test corrected post hoc for multiple comparisons using Tukey’s HSD test, and double asterisks denote significant differences (P <0.01)
  • Fig. 7 The MOD-1 5-HT-gated chloride channel is the primary mediator of abrupt slowdown upon encountering food. (a) The mean speeds of 5-HT receptor mutants deficient in 5-HT signaling encountering the edge of a bacterial lawn. Wild-type and tph-1 same day controls are shown for comparison. (b) Same as panel (a) for 5-HT receptor mutants that did not negatively affect the abrupt slowdown upon encounter. (c) The number of patches encountered and exploited during 2.5 hours of foraging on a 5 × 5 hexagonal lattice of food patches. Mutants lacking all five serotonin receptors (quintuple) and mod-1; ser-4 double mutants exhibited a strong defect that resembled tph-1 mutants. Single receptor mutants exhibited a mild (mod-1) or no (ser-4) defect. (d) The overall fraction of time spent exploiting food resources in the experiments described in panel (c). Likewise, this criterion suggests that tph-1, the quintuple mutant, and mod-1; ser-4 are mutants similarly deficient, while mod-1 and ser-4 mutants are similar to wild-type. Thick and thin lines or bars and error bars depict mean ± SEM, respectively. In panels (a, b), the number of animals assayed is noted in parentheses for each strain, mean velocities at t = 3–5 sec were compared to wild-type using an ANOVA test corrected post hoc for multiple comparisons using Tukey’s HSD test, and double asterisks denote a significant difference (P <0.01). Pairwise comparisons in panel (c) were performed using t-tests and the means in panel (d) were compared to wild-type using an ANOVA test corrected post hoc for multiple comparisons using Tukey’s HSD test. Single and double asterisks denote significant differences (P <0.05 and P <0.01, respectively). N (wild-type) = 19, N (tph-1) = 9, N (quintuple) = 7, N (mod-1; ser-4) = 8, N (mod-1) = 8, and N (ser-4) = 8

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Iwanir, S., Brown, A. S., Nagy, S., Najjar, D., Kazakov, A., Lee, K. S., … Biron, D. (2016). Serotonin promotes exploitation in complex environments by accelerating decision-making. BMC Biology, 14(1). https://doi.org/10.1186/s12915-016-0232-y

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