Reverse-correlation analysis of navigation dynamics in Drosophila larva using optogenetics

  1. Luis Hernandez-Nunez
  2. Jonas Belina
  3. Mason Klein
  4. Guangwei Si
  5. Lindsey Claus
  6. John R Carlson
  7. Aravinthan DT Samuel  Is a corresponding author
  1. Harvard University, United States
  2. Yale University, United States
5 figures

Figures

Figure 1 with 1 supplement
Experimental method for reverse-correlation analysis using optogenetics.

(A) Larvae navigate by alternating between two basic motor states: runs and turns. The navigation strategy of the animal can be characterized by finding the mathematical functions, fr → t and ft → r

https://doi.org/10.7554/eLife.06225.003
Figure 1—figure supplement 1
Optogenetic activation of OK6-Gal4 motor neurons.

To test if our experimental setup robustly activates CsChrimson, we expressed it in motor neurons using the OK6-Gal4 driver (Sanyal, 2009). Effective activation would result in most muscles of the …

https://doi.org/10.7554/eLife.06225.004
ORNs evoked navigation strategy.

(A) Event-triggered stimulus histories for run-to-turn (left panel) and turn-to-run (right panel) transitions exhibited by Or42a>CsChrimson larvae subjected to random optogenetic stimulation as …

https://doi.org/10.7554/eLife.06225.005
Figure 3 with 2 supplements
Linear-nonlinear (LN) models of behavior.

(A) Estimating the static nonlinear function for run-to-turn and turn-to-run transitions exhibited by Or45a>CsChrimson larvae. Linear prediction using the event-triggered stimulus histories from Figu…

https://doi.org/10.7554/eLife.06225.006
Figure 3—figure supplement 1
LN models of Gr21a and Gr10a.

(A) Estimating the static nonlinear function for run-to-turn and turn-to-run transitions exhibited by Gr21a>CsChrimson larvae (left panels). Linear prediction using the event-triggered stimulus …

https://doi.org/10.7554/eLife.06225.007
Figure 3—figure supplement 2
LN models of Or42a and Gr2a.

(A) Estimating the static nonlinear function for run-to-turn and turn-to-run transitions exhibited by Or42a>CsChrimson larvae (left panels). Linear prediction using the event-triggered stimulus …

https://doi.org/10.7554/eLife.06225.008
Figure 4 with 1 supplement
Distinct navigation dynamics.

(A) Event-triggered stimulus histories exhibited by Gr21a>CsChrimson larvae. Linear filters of Gr21a neurons. Consistent with a repulsive response, the likelihood of optogenetic activation increases …

https://doi.org/10.7554/eLife.06225.009
Figure 4—figure supplement 1
Statistical analysis of behavioral dynamics.

Each dot shown in Figure 4B, D is a probability but is also the mean of the distribution of larvae undergoing a run-to-turn transition if we consider each larvae undergoing this transition as 1 and …

https://doi.org/10.7554/eLife.06225.010
Figure 5 with 2 supplements
Reverse-correlation analysis of bitter-sensing gustatory receptor neurons (GRNs).

Event-triggered stimulus histories exhibited by GrX>CsChrimson larvae using a set of GAL4 drivers that express in different subsets of GRNs. The cellular identities describing each expression …

https://doi.org/10.7554/eLife.06225.011
Figure 5—figure supplement 1
Statistical analysis of Gr9a and Gr94a triggered average.

The triggered averages of Gr9a and Gr94a showed very weak response. Because of this, we tested whether their observed behavior is significantly different than the control. Each point of the …

https://doi.org/10.7554/eLife.06225.012
Figure 5—figure supplement 2
Normalized speed of Gr lines.

The normalized speed of each Gr line is shown. Normalized speed is computed using standard score. In all cases, the slowdown initiation happens 1 s prior to the transition (t-test p < 0.01). Red …

https://doi.org/10.7554/eLife.06225.013

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