Abstract
Orientation and navigation in a complex environment requires path planning and recall to exert goal-driven behavior. Walking Drosophila flies possess a visual orientation memory for attractive targets which is localized in the central complex of the adult brain. Here we show that this type of working memory requires the cGMP-dependent protein kinase encoded by the foraging gene in just one type of ellipsoid-body ring neurons. Moreover, genetic and epistatic interaction studies provide evidence that Foraging functions upstream of the Ignorant Ribosomal-S6 Kinase 2, thus revealing a novel neuronal signaling pathway necessary for this type of memory in Drosophila.
To analyze a visual orientation memory, we have developed the so-called detour paradigm in which flies walk on a circular, water-surrounded platform within a computerized cylindrical LED screen (Fig. 1; Neuser et al. 2008). In this assay, flies that are confronted with two opposing, inaccessible, and vertical dark stripes on the brightly illuminated cylinder will walk back and forth between the stripes for a considerable amount of time. When the fly is heading toward one stripe (Fig. 1A), thereby crossing the virtual midline of the platform, the stripes disappear and simultaneously a distracting stripe shows up laterally to the fly. The new target lures the fly out of its original pathway and it tries to approach the distracter (Fig. 1B). When the distracting stripe also disappears, the fly remembers the position of the original stripe and resumes walking into the direction of its original target (Fig. 1C).
Figure 1.
foraging mutants are defective in orientation memory as assessed by the detour paradigm. (A–C) Schematic drawing of the detour paradigm. (A) A fly is heading for a vertical dark stripe at the opposite side of the arena. (B) When the fly crosses the virtual midline, the stripe disappears and simultaneously a distracting stripe appears laterally to the fly. The fly usually changes its path toward the distractor, which also disappears 1 sec after the turnaround. (C) Left without a target, most wild-type flies turn back toward the position of the previous stripe. Such an orientation change is counted as a positive choice. (Method adapted from Neuser et al. 2008.) (D) Homozygous flies with the dominant forR allele behave like wild-type Canton-Special, whereas homozygous fors and transheterozygous flies for the two hypomorphic alleles fors/for189Y show no or a reduced memory performance, respectively. Combining the recessive for189Y allele with the Df(2L)ED243 deficiency deleting most of the for locus provided similar results, whereas heterozygous forR/for189Y are wild-type-like (n = 24 for all genotypes). Horizontal lines in the boxes represent the median frequencies of decisions for the old target, which are also indicated by numbers. The boxes denote the 25% and 75% quartiles, whiskers express 10% and 90% quantiles. The random decision level of 58% is marked by a dashed line (after a fly has turned to its right, there is a higher possibility for the following turn to be to the left side; t-test or Sign Test). (n.s.) Not significant; (*) P < 0.05; (**) P < 0.01; (***) P < 0.001. Kruskal-Wallis Test for multiple comparisons; see Supplemental Table S1 for detailed statistical analyses.
Throughout this study 3- to 5-d-old flies, with their wings clipped under cold anesthesia 1 d prior to testing, were tested in the detour paradigm as described in Neuser et al. (2008). Ten approaches per fly were recorded and the percentage of choices toward the initial target was calculated for each fly (% positive choices). Wild-type Canton-S (CS) flies recall the position of the initial target with a median frequency of 80% (Fig. 1D). Normality was tested with the Shapiro-Wilk Test. We used the Kruskal–Wallis Analysis of Variance Test for multiple comparisons and the Wilcoxon Matched Pairs Test for dependent samples in a one-by-one analysis. The nonparametric comparison against the random value was carried out with the one-sample Sign Test. The suitable test for a parametric comparison was the single t-test. Statistical analyses were performed with Statistica 7.0 and SPSS 20. See Supplemental Table S1 for all statistical calculations and numbers of flies tested.
Previous experiments with mutant flies that show structural defects in the brain revealed that an intact ellipsoid body, a part of the fly’s central complex, is necessary for a functional orientation memory (Neuser et al. 2008). The central complex of Drosophila is a higher control center of locomotion and orientation behavior and consists of four characteristic structures: the ellipsoid body (consisting of the typical ring neurons and radial elements connecting it to all other central complex neuropils), the fan-shaped body, the protocerebral bridge, and the paired noduli (Strauss and Heisenberg 1993; Strauss 2002). On the other hand, flies of the learning mutant ignorant (ign58/1) turned out to be defective in spatial orientation memory (Neuser et al. 2008). The ign gene encodes a protein kinase orthologous to the human Ribosomal-S6 Kinase 2 (RSK2) (Wassarman et al. 1994; Pereira et al. 2010), and mutants in this gene show deficits in associative and operant learning paradigms (Putz et al. 2004). ign58/1 is a null-allele and cell-type-specific cDNA rescue experiments have revealed that IGN is required in one or two specific subsets of ellipsoid-body ring neurons, R3 and/or R4d (after Renn et al. 1999), for a wild-type orientation memory (Neuser et al. 2008). So far IGN was the only protein known to be required for this type of working memory in flies. To get further insight into the signaling pathways required for the orientation memory, we aimed to identify other candidates and focused on one of the two cGMP-dependent protein kinases (PKG) known in Drosophila that are encoded by the foraging (for) gene (Kalderon and Rubin 1989). FOR was chosen because it is expressed in ellipsoid-body ring neurons (Belay et al. 2007) and for mutant larvae and flies have deficits in associative olfactory learning (Kaun et al. 2007; Mery et al. 2007). Two natural variants of the gene, the dominant allele called Rover (forR) and the recessive sitter allele (fors), are found in a relation of 70%–30% in natural populations. As the name implies, Rover larvae cover a significantly greater distance on a yeast plate when searching for food than sitter larvae (Sokolowski 1980). The two morphs differ by 10% in overall PKG activity as assessed in adult head extracts (Osborne et al. 1997; Fitzpatrick et al. 2007) and most likely will differ even more in FOR activity. Elevated levels of FOR are found in ring neurons and recently for has also been shown to be required in the central complex for visual pattern memory formation in flies (Wang et al. 2008). Together these findings prompted us to assess a possible function of for in orientation memory.
To investigate the role of FOR in visual orientation memory, we used the dominant forR allele, the recessive hypomorph fors, and another recessive allele (for189Y) that was isolated in a P{GAL4} enhancer trap screen (Osborne et al. 1997; Wang et al. 2008). Homozygous Rover flies (forR/forR) possess a wild-type orientation memory when compared to Canton-S controls (CS) (Fig. 1D). In contrast, homozygous sitter flies (fors/fors) display no memory for the initial target, because their positive choices were not different from chance level. The chance level differs from 50% because a fly that has turned to the right is more prone to make a following left turn. Therefore, a preference index of 58% represents random behavior, i.e., loss of orientation memory (Neuser et al. 2008). The analysis of sitter mutants transheterozygous for the hypomorphic fors and for189Y alleles revealed a considerable reduction of the orientation memory in the detour paradigm when compared to forR/forR flies (Fig. 1D). However, transheterozygous fors/for189Y flies still possess a residual memory because their positive reactions for the initial target were significantly different from the 58% chance level. A similar result was obtained with flies transheterozygous for for189Y and a deficiency (Df(2L)ED243) (Tweedie et al. 2009) that specifically deletes a large part of the for gene locus. Moreover, heterozygous forR/for189Y flies displayed wild-type behavior, corroborating the recessive nature of this for allele (Fig. 1D). Loss of orientation memory was also observed by inducing RNA interference against the for transcription unit specifically in the ellipsoid-body ring neurons, further supporting the finding that FOR is required for visual orientation memory (see Supplemental Fig. S2).
Next we asked whether FOR function is needed in the same subtypes of ring neurons of the ellipsoid body as IGN. To address this, we performed tissue-specific cDNA rescue experiments in a fors/fors mutant background using the UAS/GAL4-expression system (Brand and Perrimon 1993). Expression of FOR using the GAL4 driver line c232, which is specific for ring neuron types R3 and R4d (Renn et al. 1999), also restored the for mutant deficits to wild-type levels (Fig. 2A,D); this GAL4 line has been shown to rescue the orientation memory loss of the ign mutant (Neuser et al. 2008). To differentiate between the two sets of ring neurons targeted by the c232-GAL4 line, we made use of the 189Y-GAL4 line that expresses only in R3 ring neurons (Fig. 2C,D; Renn et al. 1999). Although this driver line represents a hypomorphic allele of the for gene (Fig. 1D; Osborne et al. 1997; Wang et al. 2008), the GAL4 expression pattern seems to only partially reflect the endogenous FOR pattern (Belay et al. 2007; Supplemental Fig. S1). A recent analysis of the transposon insertion site has shown that a P-element integrated into the lilli gene locus (Wang et al. 2008) at position 23C, whereas for localizes to 24A. Therefore, the GAL4 expression pattern might reflect the expression pattern of lilli. Nevertheless, 189Y-driven GAL4 and endogenous FOR are expressed in a similar pattern, including the ring neurons of the ellipsoid body and the α, β, and γ lobes of the mushroom bodies (Belay et al. 2007; Mery et al. 2007). In addition, 189Y induces expression of GAL4 in neurosecretory cells in the pars intercerebralis and in GABAergic interneurons of the antennal lobes (Lebestky et al. 2009; for a larger image of the section presented in Fig. 2C and a detailed expression analysis of the adult brain, see Supplemental Fig. S1). Indeed, expression of FOR using 189Y-GAL4 rescued the memory deficits of fors/for189Y heterozygous mutants to wild-type levels, thus establishing that FOR is only necessary in the R3 neurons to restore visual orientation memory. As a control we used driver line 201Y-GAL4, which induces FOR in the same compartments (a-/b-/γ-lobes) (Aso et al. 2009) of the mushroom body as 189Y-GAL4. This did not restore visual orientation memory, verifying that expression in the mushroom body did not play a role in the rescue with 189Y-GAL4. Next we asked whether the other types of ring neurons are also able to restore the for mutant orientation memory phenotype. However, using three additional driver lines to cover all other ring neurons (Renn et al. 1999) did not rescue the for phenotype (Fig. 2A). Therefore, FOR is only necessary and required in R3 neurons for the visual orientation memory.
Figure 2.
FOR is required in the R3 ring neurons of the adult ellipsoid body. (A) Expressing a for cDNA (UAS-forT1) (Kaun et al. 2007) using the driver c232-GAL4 in ring neurons R3/R4d or using 189Y-GAL4 just in R3 can rescue the orientation memory deficit of for mutants. In contrast, control flies carrying just the UAS-forT1 (w/Y; fors/fors; UAS-forT1/III) and flies expressing FOR in the mushroom bodies (w/Y; fors/fors 201Y; UAS-forT1/III) did not show amelioration of the for phenotype. Driver lines expressing in different types of ring neurons: c105-GAL4 (R1) (Renn et al. 1999), c42-GAL4 (R2/R4m) (Renn et al. 1999), and ftz-ng-GAL4 (R4) named ft2 in Pereanu et al. 2011) were also not able to restore the orientation memory. Male flies were tested (n = 20–24; Kruskal-Wallis test for multiple comparisons; fors/for189Y data identical with those presented in Fig. 1D). (B) fors/for189Y Tub>GAL80ts; UAS-forT1/III rescue flies were reared at the restrictive temperature (18°C to prevent GAL4 activity) and tested in the detour paradigm. The same flies were retested on the next day after FOR expression was induced at 30°C overnight (n = 18; Wilcoxon Matched Pairs Test and Sign Tests against 58% chance level; Supplemental Table S1). (C) The ellipsoid-body (EB) ring neurons type 3 (R3) are visualized via the membrane bound mCD8::GFP. Expression analysis of the 189Y-GAL4 driver line was done on 7-µm paraffin sections as described in Poeck et al. (2008) with a polyclonal anti-GFP rabbit serum (1:200 dilution; A11112 Invitrogen). Lines point to the lateral triangles, the dendritic field of the ring neurons (Renn et al. 1999), and their terminal field in the ellipsoid body. Scale bar, 50 µm. (D) Schematic drawing of a sagittal section through the midline of the ellipsoid body with the ring canal and the location of the four ring systems indicated anterior (a), dorsal (d), posterior (p), ventral (v), ellipsoid-body canal (EBC). Location data adapted from Young and Armstrong (2010).
The for gene is also expressed during development (Belay et al. 2007) and lethal alleles have been reported (Tweedie et al. 2009). To exclude the possibility that the reduced FOR function during development of the adult nervous system is negatively influencing adult orientation memory in fors mutant flies, we used an inducible expression system to confine FOR expression to the adult stage. The combination of the UAS-GAL4 system with the ubiquitously expressed, temperature-sensitive GAL4 repressor GAL80ts (Tub>GAL80ts) (McGuire et al. 2003) provides temporal control of FOR expression that can be induced by elevating the temperature. We therefore reared 189Y-GAL4-driven rescue flies at the restricted temperature (18°C) and tested them for their orientation memory and, as expected, these flies show the memory defect (Fig. 2B). The flies were then shifted to 30°C overnight to induce additional FOR expression, tested again, and compared by a paired statistical analysis (Supplemental Table S1). This treatment rescued the memory deficits in for mutants, showing that additional expression of FOR in the adult ring neurons is sufficient to restore visual orientation memory (Fig. 2B).
As mentioned above, like FOR, the IGN kinase is also required in the ring neurons of the adult brain for orientation memory (Neuser et al. 2008). To ascertain whether both genes act in the same genetic pathway, we conducted a genetic interaction study by reducing the gene copy number of ign in a hypomorphic for mutant background. Although transheterozygous fors flies over a deficiency, and homozygous fors/fors display no orientation memory (Figs. 1D, 2A), transheterozygous fors/for189Y animals have an intermediate phenotype that is, however, still significantly different from wild-type and random levels (Fig. 1D). We therefore used this combination for genetic interaction studies because it allows us to detect suppressing as well as enhancing effects. Comparing fors/for189Y flies with flies that have in addition only one copy of the ign gene (ign58/1/+; fors/for189Y) (Fig. 3A) revealed a stronger memory deficit that was reduced to random levels. In contrast, removing one wild-type copy of the ign gene in forR/for189Y heterozygous animals had no effect on the orientation memory (Fig. 3A). The genetic interaction of ign with the recessive for alleles suggests that both kinases act in the same signaling pathway and that both promote memory formation.
Figure 3.
The FOR and IGN protein kinases share the same signaling pathway. (A) Double heterozygous females for the two genes (ign58/1/X; forR/for189Y) have a wild-type-like orientation memory, whereas X/X; fors/for189Y females displayed a reduced memory like males of the same genotype (cf. Fig. 1D). Reducing one copy of the ign gene enhanced this memory defect to chance levels (ign58/1/X; fors/for189Y; n = 27 for all genotypes). (B) Transheterozygous fors/for189Y and homozygous fors/fors males carrying one UAS-ign transgene show reduced or no orientation memory, respectively. However, transheterozygous fors/for189Y-GAL4; UAS-ign/III can be rescued to wild-type levels. (n = 24 for all genotypes). (C) ign58/1/Y;; UAS-forT1/III (n = 21) were analyzed in parallel with males that carried in addition either the for189Y-GAL4 or c232-GAL4 driver line (n = 24) and compared to wild-type controls (n = 24). Overexpression of the FOR kinase in R3 only or in R3 and R4d neurons was not able to rescue the reduced orientation memory of ign58/1 mutants. Kruskal-Wallis Tests for multiple comparisons and t-tests or Sign Tests against chance level (Supplemental Table S1).
Having established a connection between the FOR and IGN kinases, we then aimed to elucidate the hierarchy of these two interacting proteins. We therefore investigated whether overexpression of IGN in the R3 ring neurons of the ellipsoid body could rescue the for phenotype. Indeed, 189Y-GAL4 driven overexpression of IGN rescued the memory deficits of transheterozygous for mutants completely (Fig. 3B). This result suggests that IGN functions downstream from FOR in R3 ring neurons. To confirm this finding, we performed the reverse experiment by overexpressing FOR in an ign58/1 mutant background. Indeed, neither c232-GAL4 nor 189Y-GAL4 driven FOR overexpression was able to mitigate or rescue the memory deficits in ign58/1 mutants, thus further supporting our hypothesis that FOR acts upstream of IGN (Fig. 3C). Interestingly, this interaction pathway does not seem to play a role in another type of short-term memory that is required for orientation in the so-called heatbox paradigm. A gain-of-function allele of the ign gene negatively affects the conditional place preference in the heatbox (Putz et al. 2004), whereas Rover and sitter flies do not differ in their memory performance (Gioia and Zars 2009).
FOR signaling has previously been implicated in different types of memories; however, in contrast to the working memory in the detour paradigm, these memories require a longer time frame to be established (e.g., Hofmann et al. 2006). In mammals, nitric oxide, the initiating molecule of the cGMP/PKG-pathway, is thought to act as a retrograde messenger during the induction of long-term potentiation (LTP) (Hawkins et al. 1998; Taqatqeh et al. 2009). Zhuo et al. (1994) reported a LTP enhancement after adding PKG activators and a long-term depression after the addition of PKG inhibitors. Mice carrying a knock-out for the PKG gene show reduced ability of motor learning due to a loss of synaptic plasticity in the cerebellum (Feil et al. 2003). Furthermore, mice lacking PKG in the amygdala exhibit an impairment in fear conditioning (Paul et al. 2008) and cGMP/PKG signaling in the hippocampus is required for novel object recognition (Feil et al. 2009). In insects, FOR is involved in different types of food searching behavior and associative memories in which establishing the learning traces takes at least seconds (Reaume and Sokolowski 2009). In contrast, the orientation memory observed in the detour paradigm represents a form of working memory which has to be updated continuously in fractions of seconds. Whereas the phosphorylation and activation of FOR and IGN might be the mechanism by which these kinases affect longer-lasting memories, we think it is unlikely that this mechanism is involved in the constantly and rapidly changing orientation memory. Both kinases would have to be activated or inactivated in an online fashion during every turn of the fly. On the other hand, RSK2 has been implicated in multiple cellular processes and transcriptional control (Romeo et al. 2012). We therefore like to speculate that the biochemical pathway both kinases work in is necessary to endow the ring neurons with the capacity to efficiently change signaling rapidly to encode orientation. For instance, ring neurons might need a higher density of synaptic release sites and/or dendritic neurotransmitter receptors to exert their specific function.
Acknowledgments
The GAL4 driver lines c42, c105, 189Y, c232, and 201Y were kindly provided by D. Armstrong, and ftz-ng by J. Simpson. Wild-type Canton-Special, Df(2L)ED243, Tub-GAL80ts, and UAS–mCD8:: GFP stocks were obtained from the Bloomington Stock Center. The UAS-forRNAi line was obtained from the VDRC (GD 38320) (Dietzl et al. 2007). We thank D. Kretzschmar for critical comments on the manuscript. This work was supported by the research fellowship Studienaufenthalte für Abschlussarbeiten of the German Academic Exchange Service (DAAD), by a Diploma and PhD scholarship of the Studienstiftung Rheinland-Pfalz, and by a grant from the Natural Sciences and Engineering Council of Canada.
Footnotes
[Supplemental material is available for this article.]
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