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(A) Establishment of a Repetition Index (RI) uncovers quantifiable Tetrahydrocannabinol (THC)-induced behavioral stereotypy in adult zebrafish that differs from swimming patterns in the low concentration ethanol vehicle (B). (C) A schematic trajectory with inner and outer zones and formula to calculate the RI. (D) Repetitive patterns are extracted as cycle sets from the raw tracking and summed to give a RI value. (E) THC (1 μM) elicited a significantly greater RI than the control condition with EtOH (0.0015%) (****p < 0.0001), calculated as a mean ± SEM, (F) and caused a significant reduction in velocity during exposure (**p = 0.0077). Controls EtOH (n = 38), 40 nM THC (n = 6), 1 μM THC (n = 23) and 2 μM THC (n = 12). Time point t and the whole recording time interval T. Values without a letter in common are statistically different to the control condition (p < 0.05, Kruskal–Wallis and Dunn's multiple comparisons test).

(A) Establishment of a Repetition Index (RI) uncovers quantifiable Tetrahydrocannabinol (THC)-induced behavioral stereotypy in adult zebrafish that differs from swimming patterns in the low concentration ethanol vehicle (B). (C) A schematic trajectory with inner and outer zones and formula to calculate the RI. (D) Repetitive patterns are extracted as cycle sets from the raw tracking and summed to give a RI value. (E) THC (1 μM) elicited a significantly greater RI than the control condition with EtOH (0.0015%) (****p < 0.0001), calculated as a mean ± SEM, (F) and caused a significant reduction in velocity during exposure (**p = 0.0077). Controls EtOH (n = 38), 40 nM THC (n = 6), 1 μM THC (n = 23) and 2 μM THC (n = 12). Time point t and the whole recording time interval T. Values without a letter in common are statistically different to the control condition (p < 0.05, Kruskal–Wallis and Dunn's multiple comparisons test).

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High doses of the Cannabis constituent Δ9-tetrahydrocannabinol (THC) increase the risk of psychosis in humans. Highly accessible animal models are needed to address underlying mechanisms. Using zebrafish with a conserved endocannabinoid system, this study investigates the acute effects of THC on adult zebrafish behavior and the mechanisms involved....

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... adult zebrafish. To determine the behavioral effects of THC, adult EK-WT zebrafish were individually immersed in 40 nM, 1 μM or 2 μM THC for 20 min and compared to control zebrafish exposed to the ethanol vehicle (0.00006%, 0.0015%, 0.003%) ( Fig. 2A). No significant difference was found between the ethanol control concentrations (Supplementary Fig. S1) and therefore they were grouped together in Fig. 1E,F. However, in THC-treated individuals, we noted an abnormal behavioral pattern that had the characteristic of repetitive circling (Fig. ...
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... of THC, adult EK-WT zebrafish were individually immersed in 40 nM, 1 μM or 2 μM THC for 20 min and compared to control zebrafish exposed to the ethanol vehicle (0.00006%, 0.0015%, 0.003%) ( Fig. 2A). No significant difference was found between the ethanol control concentrations (Supplementary Fig. S1) and therefore they were grouped together in Fig. 1E,F. However, in THC-treated individuals, we noted an abnormal behavioral pattern that had the characteristic of repetitive circling (Fig. ...
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... to the ethanol vehicle (0.00006%, 0.0015%, 0.003%) ( Fig. 2A). No significant difference was found between the ethanol control concentrations (Supplementary Fig. S1) and therefore they were grouped together in Fig. 1E,F. However, in THC-treated individuals, we noted an abnormal behavioral pattern that had the characteristic of repetitive circling (Fig. ...
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... order to measure this behavioral abnormality, we developed a computational method to quantify the repetition index (RI) (Fig. 1C and see "Methods"). The mean RI, the standard error of the mean (SEM) and the range for the control condition and the THC conditions were plotted in Fig. 1E. No difference was observed between males and females. THC evoked prominent circling behavior in 69.6% (n = 23) of fish at 1 μM, with a RI significantly higher than the ethanol ...
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... order to measure this behavioral abnormality, we developed a computational method to quantify the repetition index (RI) (Fig. 1C and see "Methods"). The mean RI, the standard error of the mean (SEM) and the range for the control condition and the THC conditions were plotted in Fig. 1E. No difference was observed between males and females. THC evoked prominent circling behavior in 69.6% (n = 23) of fish at 1 μM, with a RI significantly higher than the ethanol controls (****p < 0.0001, Kruskal-Wallis; ****p < 0.0001, Dunn's multiple comparisons test) (Fig. 1E). The tracks of one fish at 40 nM THC were categorized as ...
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... range for the control condition and the THC conditions were plotted in Fig. 1E. No difference was observed between males and females. THC evoked prominent circling behavior in 69.6% (n = 23) of fish at 1 μM, with a RI significantly higher than the ethanol controls (****p < 0.0001, Kruskal-Wallis; ****p < 0.0001, Dunn's multiple comparisons test) (Fig. 1E). The tracks of one fish at 40 nM THC were categorized as circular swimming but the mean RI was not significantly different from the controls (ns p > 0.9999, Dunn's multiple comparisons test). 2 μM THC elicited strong circling in 25% (n = 12) of the fish, but this was not sufficient to cause a significantly higher mean RI compared to ...
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... was no significant difference in mean velocity before or during exposure in the ethanol control, 40 nM THC or 2 μM THC conditions. At the concentration with the highest mean RI, 1 μM THC, velocity was significantly reduced during drug immersion (**p = 0.0019, Kruskal-Wallis; **p = 0.0077, Dunn's multiple comparisons test) (Fig. 1F). Taken together, 1 μM THC evoked the strongest circling behavior while simultaneously dampening overall velocity. Such dampening of velocity may be related to or independent of the circling behavior. The results from 1 μM THC administration in EK-WT fish (n = 23) and corresponding ethanol (0.0015%) controls (n = 19) were used in the ...
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... (NMDA) attenuates THC-induced behavioral stereotypy. Based on the results from the THC dosage tests (Fig. 1E,F), 1 μM THC was selected for the following experiments to examine if agonism of the NMDAR by NMDA could attenuate the THC behavioral stereotypy. 1 μM THC was coadministered with 20 μM, 30 μM, 40 μM, and 100 μM NMDA and compared to controls with ethanol (0.0015%) or NMDA at 20 μM, 30 μM, 40 μM or 100 μM. The mean RI, the SEM and the ...
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... RI was significantly higher than the controls (DMSO) (*p = 0.0380, One-way ANOVA; *p = 0.0279, Dunnett's multiple comparisons test) and 58.3% (n = 12) of the fish exhibited stereotyped circling (Fig. 4A). 1.8 μM AM251 alone also elicited repetitive behavior detected by the algorithm but this was not visually analogous to the clear THC-circling (Fig. 1A). Neither the vehicle DMSO (1%), nor co-treatment with 1.8 μM AM251 significantly altered velocity (ns p = 0.5969, Kruskal-Wallis) (Fig. 4B). Data from 7 fish was excluded due to failed tracking, leaving data from 47 ...
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... a new analytical method that we have developed, this study demonstrated that 1 μM THC administration in adult zebrafish triggered a shift from typical navigational locomotor patterns to a repetitive circling behavior, which was ameliorated by the antipsychotic sulpiride ( Figs. 1 and 6). This behavioral phenotype appears analogous to THC's effect in rats 24 and the effect of NMDAR antagonists in zebrafish models of psychosis 16,17,38 . ...
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... raw x and y co-ordinates from the inner zone (Fig. 1C) of the Ethovision tracking were used to calculate an unbiased Repetition Index (RI) using the following algorithm in Python and ...
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... the temporal and spatial threshold values as follows: www.nature.com/scientificreports/ Optimization: To detect and extract repetitions in the movement trajectory M (Fig. 1), the algorithm was optimized with a sliding window size of 500 time points (θ time-window ) (2:45 min), a minimum repetitive behavior threshold of standard deviation = 0.01 (<θ std-change ), and a repetitive interval threshold of 700 time points (θ repetition-time ) (3:51 min). The thresholds were determined by trialing different ...
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... of 500 time points (θ time-window ) (2:45 min), a minimum repetitive behavior threshold of standard deviation = 0.01 (<θ std-change ), and a repetitive interval threshold of 700 time points (θ repetition-time ) (3:51 min). The thresholds were determined by trialing different values and a) visually comparing how well the extracted cycle sets (e.g, Fig. 1D) captured the repetitive movements and b) how well the RI value reflected the repetitive behavior (i.e., a higher value for strong circling and a lower value for random swimming trajectories). Anonymized tracking images (e.g., Fig. 1A,B) were independently sorted into high and low repetitive behavior by two researchers. If ...
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... were determined by trialing different values and a) visually comparing how well the extracted cycle sets (e.g, Fig. 1D) captured the repetitive movements and b) how well the RI value reflected the repetitive behavior (i.e., a higher value for strong circling and a lower value for random swimming trajectories). Anonymized tracking images (e.g., Fig. 1A,B) were independently sorted into high and low repetitive behavior by two researchers. If discrepancies between the manual sorting and the corresponding RI values occurred, the algorithm's threshold values were ...
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... 10% of the total distance across the x and y axes, near the edges of the tank, were designated as thigmotaxis margins (Fig. 1C). Detected movement in this region was removed. (2) The standard deviation between the x and y co-ordinates within the specified window was calculated (3) and if below 0.01 (<θ std-change ), the trajectory was considered repetitive and set to 1, i.e. the fish returns to the same co-ordinates during the time frame. If the standard ...
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... was considered repetitive and set to 1, i.e. the fish returns to the same co-ordinates during the time frame. If the standard deviation was above the threshold, the trajectory was considered arbitrary and set to 0. (4) Next, if the event set to 1 had a duration longer than 700 time points (>θ repetition-time ), it was extracted as a cycle set (Fig. 1D), (5) while shorter events < θ repetition-time , were excluded ( Supplementary Fig. S5). Thus, the standard deviation between the x and y co-ordinates within the specified window had to be close to 0 and the minimum duration of the behavior 3:51 min in order for the algorithm to extract the behavior. (6) The durations of all cycle sets ...
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... the behavior 3:51 min in order for the algorithm to extract the behavior. (6) The durations of all cycle sets were summed, divided by the total time interval T and normalized into RI values ranging between 0 to 1. Higher RI values signify intensified and prolonged repetitions in swimming trajectory, such as the circling or eight-shaped patterns (Fig. 1A), whereas values nearer 0 indicate more random movement (Fig. ...
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... behavior. (6) The durations of all cycle sets were summed, divided by the total time interval T and normalized into RI values ranging between 0 to 1. Higher RI values signify intensified and prolonged repetitions in swimming trajectory, such as the circling or eight-shaped patterns (Fig. 1A), whereas values nearer 0 indicate more random movement (Fig. ...
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... each experiment the tracking images, such as Fig. 1A,B, were anonymized and randomized to allow for manual selection of prominent circling behavior. This observational data is given as a percentage of fish with distinguished circling within the experimental ...

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