Abstract
Small molecules that increase the presynaptic function of aminergic cells may provide neuroprotection in Parkinson’s disease as well as treatments for attention deficit hyperactivity disorder (ADHD) and depression. Model genetic organisms such as Drosophila melanogaster may enhance the detection of new drugs via modifier or “enhancer/suppressor” screens, but this technique has not been applied to processes relevant to psychiatry. To identify new aminergic drugs in vivo, we used a mutation in the Drosophila vesicular monoamine transporter (dVMAT) as a sensitized genetic background, and performed a suppressor screen. We fed dVMAT mutant larvae ~1000 known drugs and quantitated rescue (suppression) of an amine-dependent locomotor deficit in the larva. To determine which drugs might specifically potentiate neurotransmitter release, we performed an additional secondary screen for drugs that require presynaptic amine storage to rescue larval locomotion. Using additional larval locomotion and adult fertility assays, we validated that at least one compound previously used clinically as an antineoplastic agent potentiates the presynaptic function of aminergic circuits. We suggest that structurally similar agents might be used to development treatments for Parkinson’s disease, depression and ADHD and that modifier screens in Drosophila provide a new strategy to screen for neuropsychiatric drugs. More generally, our findings demonstrate the power of physiologically based screens for identifying bioactive agents for select neurotransmitter systems.
Keywords: VMAT, Antidepressant, Parkinson’s disease, Neurotransmitter transporter, ADHD
Introduction
Most antidepressants and treatments of ADHD target the same proteins, mandating the development of novel screening strategies. Current treatments for Parkinson’s disease (PD) are also limited and do not slow the underlying neurodegenerative process. The presynaptic proteins required for the exocytotic release of monoamines may serve as novel therapeutic targets for both of these illnesses. These include the release machinery itself, the vesicular monoamine transporter (VMAT), required for transport of all amines into synaptic vesicles, and other proteins that regulate these activities (1). Multiple studies support the potential clinical relevance of these targets. VMAT regulates cytosolic concentrations of dopamine (DA), and the cytosolic pool of DA is neurotoxic (2, 3). Loss of VMAT2 increases DA cell death (4) whereas over-expression of VMAT is neuroprotective (5, 6). Inhibition of VMAT causes a state resembling depression (7, 8), and overexpression of VMAT mimics the effects of psychostimulants (9). To date, drugs that increase the activity or expression of VMAT are not known. More generally, with the exception of the DA precursor L-DOPA, which increases DA storage via increased synthesis, current psychotropic drugs are not able to increase the exocytotic release of biogenic amines via other mechanisms. Amphetamines, by contrast, use alternative mechanisms to release biogenic amines, including efflux through the plasma membrane dopamine transporter, and may be neurotoxic (10).
“Enhancer/suppressor”, or “modifier” screens in Drosophila melanogaster are a powerful method to identify novel genes or drugs in biological pathways of interest (11). To our knowledge, this strategy has not yet been used to identify drugs relevant to psychiatry, and relatively few screens have been reported for models of PD or other neurological diseases. Here we have used the dVMAT larval phenotype as a sensitized genetic background to screen for aminergic drugs and performed additional genetic tests to narrow potential mechanisms. We suggest that this strategy represents a new way to screen for psychotropic drugs in an intact organism without bias toward known drug targets and demonstrate its use to identify a possible new class of aminergic drugs.
Materials and Methods
Drosophila strains and maintenance
All mutations and transgenes have been described previously, including the null dVMAT loss of function mutant dVMATP1 (12), the UAS-DVMAT-A transgene (9) and the tyramine β-hydroxylase (TβH) mutant (13). All lines were outcrossed for five generations into either the wild-type strain Canton S (CS), or w1118 CS10 (w1118 outcrossed 10 times to CS) and maintained at 25°C on standard cornmeal molasses agar media in a 12 hr light dark cycle.
Drug exposure
Initial screens were performed using a library of 1039 drugs (10 mM) solubilized in dimethylsulfoxide (DMS0) (US Drug collection from Microsource Discovery systems, Gaylordsville, CT) and additional chemicals were used for validation assays as indicated (Sigma-Aldrich, St. Louis, MO). All drugs were added with vigorous mixing to molten cornmeal molasses agar media to a final concentration of ≤ 1% DMSO with food coloring (1% v/v, Kroger, Cincinnati, OH) to confirm feeding. Larva homozygous for dVMATP1 (+/−UAS-DVMAT, see text) were use for all assays and differentiated from dVMATP1/CyO siblings based on the observed rate of locomotion.
Larval locomotion assay
Two to three larvae were placed on the food/drug mixture for 30 sec to acclimate and locomotion was scored as the number of 0.4 cm grids crossed over a 2 min period (time 0). After additional incubation on the drug/food mixture for 2 hrs and 24 hrs (23°C) assays were repeated.
Fertility Assay
Three virgin females (0–3 day old) were mated with six CS males (0–3 days old) for three days on standard food then transferred to fresh food containing the indicated drug plus 1% food coloring (Kroger Foods, Cincinatti, OH). Eggs laid over the ensuing 24 hr period were counted.
Results
Weak expression of ‘leaky’ DVMAT generates a functional hypomorph
Octopamine (OA) is required for the initiation and regulation of baseline motor behavior in Drosophila larva (14). OA is thought to play a role in invertebrates similar to that of mammalian noradrenalin but is synthesized via a different enzymatic pathway and contains one rather than two ring oxygens (15). In addition to OA, dopaminergic circuits can influence locomotion under conditions of low OA and are responsible for the effects of several psychostimulants (16). Locomotor rates of wild type larvae are relatively high at baseline making it difficult to detect the effects of exogenously applied amines (Fig. 1a) or known aminergic drugs (data not shown). In contrast, dVMATP1 null larvae show severely reduced baseline larval locomotion (12), and dVMATP1 larvae fed OA show a robust and easily quantified increase in baseline locomotion (Fig. 1b). We reasoned that the dVMAT mutant might also be used as a sensitized genetic background to screen for novel aminergic drugs.
To allow the identification of drugs that require might act presynaptically, we developed a sensitized background that retained some degree of presynaptic function. We crossed into the dVMATP1null background a leaky UAS-DVMAT transgene that expresses low levels of DVMAT in the absence of an additional exogenous Gal4 driver (6). We designate this line (dVMATP1; UAS-DVMAT) the dVMAT “weak expressor”. Locomotion rates of the “weak expressor” are low relative to wt but significantly higher than the dVMAT null (Fig. 1c). To confirm that the dVMAT weak expressor would respond to drugs that act presynaptically, we used amphetamine, which promotes the presynaptic release of monoamines in both mammals (10) and flies (16). Amphetamine feeding caused a dose-dependent increase in locomotion in the dVMAT weak expressor, but not the dVMAT null (Fig. 1d).
Locomotion based primary screen
In our primary screen (Fig. 1e) we tested whether any of 1039 drugs (Table S1) would increase locomotion in the dVMAT weak expressor, using two concentrations of each drug (10 and 100 uM). Locomotion was assayed before ingestion (0 hrs) and after 2 and 24 hrs of incubation on food containing each drug. A photo of an assay plate (Fig. 1f) and a representative sample of data from the primary screen is shown (Fig. 1g, See Table S1 for names of all 1039 tested drugs and Fig. S1 for primary screen data). Averaging across all drugs and vehicle controls, the mean+/−SD grid lines traveled over 2 min at 0, 2 and 24 hrs was 1.18+/−0.86, 1.33+/−1.09 and 1.13+/−1.2 respectively (n=2193). We identified 40 “strong hits” as drugs that increased locomotion at either 2 or 24 hr and either 10 or 100 uM >3.5 SD (>4.2 grid lines) above the mean at time 0 (Fig. 2a–d). An additional 76 drugs were scored as “weak hits”: locomotion >2 but < 3.5 SD above the mean (>2.9 and < 4.2 gridlines per 2 min, Table S2).
Secondary screen
The drugs identified in our primary screen could act at several distinct sites in the locomotion circuit, but can be distinguished by their requirement for amine storage and release (Fig. 2e). Those acting presynaptically in aminergic cells or other upstream sites in the CNS will require DVMAT to allow amine storage. These “DVMAT dependent” drugs will stimulate movement in the dVMAT weak expressor but not the null. Conversely “DVMAT independent” drugs that act post-synaptically at the aminergic synapse(s) that stimulate larval locomotion (14, 16) or downstream sites will not require DVMAT for amine storage and release and will stimulate movement in both the DVMAT weak expressor and the null.
Of 40 strong hits from the primary screen, 15 were unable to stimulate movement in the dVMAT null mutant in the secondary screen (Table S3). These drugs were tentatively designated as DVMAT-dependent. In contrast, 11 drugs that strongly stimulated locomotion in the primary screen also strongly stimulated locomotion in the dVMAT null in the secondary screen and were tentatively designated as DVMAT independent (Table S3). A third group of 14 drugs weakly stimulated movement in the dVMAT null in the secondary screen and thus did not clearly fall into either the DVMAT dependent or independent category (Table S3). To facilitate further analysis, we focused on those that were either DVMAT dependent or independent rather than these more ambiguous candidates.
Validation of candidates from primary and secondary screens
To validate the results of our primary and secondary screens, we obtained from commercial sources 13 of 15 DVMAT dependent drugs (Table S4 lists other drugs that were not available). Six of these were validated to stimulate locomotion in the weak expressor (Fig. 3a, top panel) but not the null (Fig. 3a, bottom panel). An additional class of 2 drugs (Fig. 3c) paradoxically showed increased locomotion in the dVMAT null but not the weak expressor and were not pursued. Four of the drugs tentatively identified as DVMAT independent (and commercially available) were validated as able to stimulate locomotion in both the dVMAT null and the weak expressor (Fig. 3d). In addition, 2 drugs tentatively identified as DVMAT dependent were reclassified as DVMAT independent (Fig. 3e) bringing the total to 6 (Table 1). Retesting a subset of five weak hits from our primary screen (Fig. 3g) identified only one additional DVMAT dependent drug for a total of 7 (Table 1). Since our yield was relatively low, we did not attempt to validate any additional “weak” hits.
Table 1.
Drug | Known Use | Class | |
---|---|---|---|
1 | Desipramine | Antidepressant | VMAT independent |
2 | Pergolide | Dopamine receptor agonist | ” |
3 | Carbachol | Cholinergic | ” |
4 | Carbamazepine | Mood Stabilizer, Antiseizure | ” |
5 | *Hydrastinine | Antihemorrhagic | ” |
6 | *Bethanechol | Cholinergic | ” |
1 | Imipramine | Antidepressant | VMAT dependent |
2 | Brucine | Cholinergic | ” |
3 | Hyoscyamine | Anticholinergic | ” |
4 | Isopropamide iodide | Anticholinergic | ” |
5 | Dacarbazine | Chemotherapeutic | ” |
6 | Norgesterol | Contraceptive | ” |
7 | Pindolol | Beta blocker | ” |
Asterisk indicates drugs reclassified as DVMAT independent during validation.
Several hits identified in our original screen could not be replicated during validation and, as noted above, three others were reclassified. There are several possible reasons why the results of our validation assays were not completely consistent with our initial screens. These include: 1) experimental error resulting from the manual collection of data by different individuals; 2) differences between the formulation, purity and degree of degradation between the drugs used in our initial screens which were from a commercial library, versus those used in the validation assays which were purchased from a separate source. Future screening efforts will employ an automated data collection system (not shown) reducing at least one potential source of varialbility.
Validated hits (Table 1) included several cholinergic compounds, consistent with the known role of acetylcholine in Drosophila locomotion and the cholinergic input to larval motoneurons (17, 18) (See Fig. 2e). Others appeared to represent a range of drugs with varied known uses (Table 1). The mode of action of these drugs in our assay may or may not be similar to the activity for which they are currently used. To address this issue and provide preliminary mechanistic information, we selected for further analysis one of the 7 validated DVMAT dependent drugs and one of the 6 DVMAT independent drugs. We focused on drugs able to give a robust signal at the 2 hr time point during the validation phase rather than those than only stimulated locomotion after 24 hrs since the former would be more likely to act via relatively direct mechanisms as opposed to long-term changes in transcription. Of the DVMAT independent drugs, we focused on pergolide, a known amine receptor agonist in mammals (see below). Of the DVMAT dependent drugs, we focused on dacarbazine, previously used only as an anticancer drug (19) rather than a psychotropic.
Further tests of pergolide and dacarbazine
Additional dose response experiments show that both dacarbazine (Fig. 4a) and pergolide (Fig. 4b) increase locomotion at concentrations up to 0.5–1mM in the weak expressor. To determine whether pergolide and dacarbazine were generally active as aminergic agents in the fly, we tested their affects on another amine-dependent behavior: egg-laying in the adult. This behavior is controlled predominantly by OA (13, 20–23) although oocyte development may be regulated in part by DA (24). Consistent with its assignment as a DVMAT independent drug in larval locomotion assays, pergolide at 1mM partially rescued egg laying in both the dVMAT null and weak expressors (Fig. 4c). By contrast, 1mM dacarbazine rescued egg-laying in the dVMAT weak expressor but had no effect in the null mutant (Fig. 4d), thus demonstrating that it acts in a DVMAT dependent fashion in at least two independent circuits in larvae and adults.
Since the sensitized background used in out primary screen employs a “leaky” UAS-DVMAT transgene that is expressed at low levels in the absence of a cell-specific Gal4 driver, it should allow low levels of amine storage and release from all types of aminergic neurons including those that synthesize DA, 5-HT and OA. However, since baseline larval locomotion and egg-laying are primarily regulated by OA (13, 14, 20, 21) we focused further mechanistic experiments on OA circuits. We first tested the effects of the OA receptor antagonists mianserin and epinastine (25, 26). (Both decrease the locomotion of CS larvae, Fig. S2). dVMAT null larvae were fed 1uM pergolide for 2h, followed by mianserin, epinastine or vehicle alone. Pergolide continued to stimulate locomotion after transfer to food containing vehicle alone (Fig. 4e, f). In contrast, although neither drug completely abolished the effect of pergolide, transfer to food containing mianserin or epinastine reduced the locomotor effects of pergolide by 60% (****p<0.0001 two-way ANOVA; ***p<0.001, Bonferroni post test) and 33% (***p<0.0001, two-way ANOVA; *p<0.05, Bonferroni post test) respectively (Fig. 4e, f, compare first black bars to second black bars). In support of the specificity of mianserin and epinastine for OA circuits, we tested these drugs on tyramine beta hydroxylase (TbH) mutants and found no effect (not shown). The simplest explanation of our results is that pergolide can act in part as an OA receptor agonist in Drosophila, in addition to its activity as a D2 receptor agonist in mammals (27) and that activation of OA receptors by pergolide stimulates larval locomotion.
To determine whether OA synthesis is required for dacarbazine or pergolide to stimulate locomotion, we used the tyramine beta hydroxylase (TbH) mutant, which is unable to convert the precursor tyramine to OA (13). Homozygous TbH mutants show defects in larval locomotor behavior consistent with a requirement for OA (14, 28). Dacarbazine had no effect on locomotion behavior in the TbH null (Fig. 4h) as compared to the dVMAT weak expressor control. In contrast, pergolide (Fig. 4i) increased larval locomotion in both the TbH null and the dVMAT weak expressor. These results further suggest that dacarbazine may act within the OA cell itself to stimulate the amine storage and release, or at a site in the nervous system upstream of the OA cell that regulates baseline locomotion.
A structural analog of dacarbazine increases locomotion in the dVMAT weak expressor but not in the dVMAT null
Dacarbazine is currently used as an antineoplastic agent (29). Toxic effects would limit its use as a psychotropic in mammals, and high doses are toxic to fly larvae (Fig. S3). In mammals, dacarbazine is metabolized to methyldiazonium, which mediates DNA alkylation, plus the non-toxic 5-amino-4-imidazole-carboxamide (AICA) backbone (29) (see Fig. 4j). Unlike dacarbazine, AICA does not show toxicity in the fly at high concentrations (Fig. S3). However, similar to dacarbazine, AICA increases locomotion in a dose-dependent fashion after either 2 hr (Fig. 4k) or 4 hr exposure (Fig. S4) in the dVMAT weak expressor but not the dVMAT null (Figs. S4). One available derivative of AICA is 5-aminoimidazole-4-carboxamide 1-β-D-ribofuranoside (AICAR, Fig. 4j) a potential antihyperglycemic agent thought to act in part via stimulation of AMP kinase (30). In contrast to AICA, AICAR did not increase locomotion in the dVMAT weak expressor at 2 hrs or 4 hrs in either the weak expressor or the null (Fig. 4l and S4).
Discussion
We describe here the use of a “modifier” or “enhancer/suppressor” screen for psychotropic drugs in Drosophila melanogaster. Screening for a change in functional output in an intact animal selects for targets that are physiologically relevant, and selects for drugs that are able penetrate a glial barrier to enter the CNS (31). The use of a sensitized background (here the dVMAT mutant) focused our screen on a specific biological process (aminergic signaling) without limiting the range of protein targets. The sensitized genetic background also allowed the detection of pharmacologic activities that are difficult to observe in the wild type. We are not aware of any previous studies using this method to screen for aminergic drugs or any other small molecules relevant to the treatment of psychiatric illness.
Importantly, we have identified drugs that give a desirable functional effect without selecting for a specific protein target. We recognize that additional experiments will be needed to determine the mechanism of action of any drugs identified in this manner. However, we emphasize that because of the unbiased nature of our screen, the potential mechanisms will not be restricted to known drug targets. We therefore propose that this approach will complement other existing methods of drug discovery in which specific protein targets are preselected, and may allow the detection of drugs that act on novel targets unrelated to those already used for the treatments for depression, ADHD and PD.
In preliminary transport experiments, we have not been able to detect a direct effect of dacarbazine on VMAT transport activity (data not shown). Indeed, we are not aware of any psychotropic drugs that can directly increase the physiological activity of a neurotransmitter transporter. Rather we suggest that the drugs we identify are more likely to increase VMAT activity in an indirect fashion. We suggest that the strength of our system, and the use of an in situ aminergic circuit, is that it will allow the detection of drugs that act on a variety of novel targets that act upstream of VMAT, or may otherwise increase amine release via other indirect mechanisms. We further suggest that such targets may not be present in less complex screening platforms, and because they indirectly stimulate neurotransmission, may not be obvious “aminergic” targets for drug development.
Although we used an octopaminergic circuit in our screen, some of the drugs we have identified may be generally active at other types of aminergic nerve terminals, similar to DVMAT and mammalian VMAT2, which are expressed broadly in most if not all aminergic neurons in the CNS (1, 32). Since the molecular mechanisms of monoamine release are conserved across many species, it is also possible that some drugs will be active in mammalian systems. Indeed, assays of peripheral blood in rodents and patients treated with dacarbazine demonstrate an increase in peripheral 5HT metabolites, due to release of 5HT from enterochromaffin cells (33, 34). These observations support the notion that at least some of the drugs we have identified may be active across multiple types of aminergic neurons and have similar effects in mammals.
Since dacarbazine is used as a chemotherapeutic to kill dividing cells (29) it is unlikely to be directly useful as a psychotropic or neuroprotective agent. We find that 5-Aminoimidazole-4-carboxamide (AICA), which lacks an alkylating moiety but is otherwise identical to dacarbazine, mimics its activity in the fly. Another derivative, 5-Aminoimidazole-4-carboxamide 1-β-D-ribofuranoside (AICAR), which is undergoing trials as an antihyperglycemic agent (30, 35) did not stimulate locomotion. It is likely that additional derivatives will need to be developed if this class of molecules is to be investigated for its potential effects in mammals.
In conclusion, our data support the use of modifier screens in the fly to identify novel aminergic agents. If any of the drugs we have identified or structurally related derivatives are found to increase amine release in mammals they might be used to treat depression or ADHD. Increasing amine storage in vesicles also has the potential to sequester cytotoxic DA metabolites away from their site of action (36). Thus, some identified drugs might provide novel neuroprotective strategies for PD (5, 6, 37). In support of this possibility, preliminary data suggest that a subset of DVMAT-dependent drugs can increase the survival of mammalian dopaminergic neurons in culture (data not shown). More generally, we suggest that modifier screens in Drosophila provide a new way to screen for psychotropic drugs without bias toward previously identified protein targets. Similar screens also might be used to identify novel GABAergic or glutamatergic agents.
Supplementary Material
Acknowledgments
This work was supported by grants from the National Institute of Mental Health [MH076900], the National Institute of Environmental Health and Safety [ES015747] and NARSAD “The Brain and Behavior Research Foundation” (to D.E.K.), additional funding from an National Institute of Environmental Health and Safety program project grant [ES016732, M.F. Chesselet, PI) and training fellowships from the National Institute of Environmental Health and Safety (to H.O.L. and A.T.). The authors thank Drs. Lori Altshuler and Roland Bainton for helpful suggestions on the manuscript.
Footnotes
Conflict of Interest
The authors declare there are no competing financial interests in relation to the work described.
Supplementary information is available at Molecular Psychiatry’s website.
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