1. Effect of adolescent morphine exposure on 5-CSRTT training sessions
Figure 1A illustrates the timeline of morphine exposure in adolescent mice as well as the training and testing of 5-CSRTT in their adulthood. 5-CSRTT offers a valuable tool for efficiently assessing different dimensions of cognitive modalities. Accuracy and omission are an integrated measure of attention. Interestingly, as shown in Fig. 1B, Mor mice showed significantly decreased response accuracy (F 1, 221 = 6.699, P < 0.05) and increased omission (F 1, 224 = 5.775, P < 0.05) during session 9, demonstrating decreased learning efficiency in attention-related parameters during the initial training session. However, Sal and Mor mice showed similar response accuracy and omission during the later training sessions (session 10–18). Correct response latency represents a measure of processing speed. Mor mice showed significantly higher correct response latency (Fig. 1C; F 1, 224 = 6.631, P < 0.05) during session 9, but in subsequent training sessions, there was no difference compared to the Sal group. Perseverative responses and time-out responses are considered indicators of compulsivity and reflect cognitive inflexibility. During session 9, Mor mice had more perseverative responses (Fig. 1D; F 1, 216 = 15.63, P < 0.0001) and time-out responses (F 1, 195 = 23.32, P < 0.0001) compared to Sal mice. Particularly, this difference in perseverative response continued to exist in subsequent training stages (Fig. 1D; F 1, 432 = 9.822, P < 0.01). Premature response reflects loss of impulse control and disinhibition of inappropriate responding and is recognized as an indicator of impulsivity. There was no difference in premature response between Mor mice and Sal mice throughout the training sessions (Fig. 1E). In 5-CSRTT, the motivation of operant behaviors is sensitively indexed by the latency to collect rewards and completed numbers of trails. During session 9, Mor mice had less completed trials than Sal mice (Fig. 1F; F 1, 224 = 5.283, P < 0.05). However, in the later training sessions, there were no significant differences in these two parameters between the two groups. These results revealed that Mor mice exhibited abnormalities in the early stages of 5-CSRTT learning, specifically manifested in decreased attention, processing speed, motivation in operant behavior, and increased compulsivity. However, these differences gradually diminished in subsequent training sessions.
2. Effect of adolescent morphine exposure on 5-CSRTT baseline performance
After mice achieved stable 5-CSRTT performance with 80% accuracy and 20% omission on two consecutive days, the stimulation duration (SD) was fixed at 0.8 seconds, marking the beginning of the baseline period (session 19). Apart from the RM two-way ANOVA with morphine and time as factors, the unpaired t-test was conducted separately using the results of the last 3 days of the baseline to identify stable differences in cognitive behavior during the baseline session. As shown in Fig. 2A, there was no significance in response accuracy between the two groups. The omission rate in the Mor group was significantly higher than in the Sal group throughout the entire baseline testing period (F 1, 216 = 14.63, P < 0.0001), and this indicator showed statistical differences in the last 3 days (t 86 = 2.040, P < 0.05). Although the RM two-way ANOVA did not reveal any differences, the t-test analysis of the last 3 days’ result for correct response latency showed significant increases in the Mor group (Fig. 2B; t 88 = 2.493, P < 0.05). Furthermore, significant increases in perseverative response (Fig. 2C; F 1, 199 = 16.21, P < 0.0001), time-out response (F 1, 217 = 7.566, P < 0.01), and premature response (Fig. 2D; F 1, 224 = 15.69, P < 0.0001) could be observed throughout the entire baseline testing period, as well as during the last 3 days (perseverative: t 88 = 2.662, P < 0.01; time-out: t 88 = 2.696, P < 0.01; premature: t 88 = 2.999, P < 0.01). There was no significance in trials completed and reward collect latency between the two groups (Fig. 2E), suggesting unchanged motivation in operant behavior. These results indicated that morphine exposure during adolescence significantly affected compulsive and impulsive behaviors in mice. In addition, attention and processing speed were also partly affected.
3. Effect of adolescent morphine exposure on 5-CSRTT variable testing
In order to further probe any cognitive alterations in mice, we manipulated the execution difficulty of 5-CSRTT by varying ITI and SD to achieve a higher perceptual load. The main parameters of the variable tests are depicted in Fig. 3A. The performance of the mice under the variable conditions was analyzed with an unpaired t-test. Mor mice showed a decrease in response accuracy in the RSD (Fig. 3B; t 22 = 2.373, P < 0.05) and 10s ITI tests (t 22 = 2.366, P < 0.05), while their omission rates were significantly higher than Sal mice in the RSD (t 22 = 3.331, P < 0.01), SITI (t 22 = 2.268, P < 0.05) and LITI test (t 22 = 3.535, P < 0.01), clearly suggesting an impairment in attention especially under reduced stimulus duration. The correct response latency of the Mor mice increased in the RSD (Fig. 3C; t 22 = 3.71, P < 0.01), suggesting a reduction of processing speed under a heavy perceptual load. Compared to Sal mice, Mor mice had more perseverative responses in RSD (Fig. 3D; t 22 = 2.51, P < 0.05), LITI (t 22 = 2.185, P < 0.05), and 10s ITI (t 22 = 2.682, P < 0.05) and more time-out responses in 10s ITI (t 22 = 2.309, P < 0.05). Premature responses were significantly higher in the Mor group in the RSD (Fig. 3E; t 22 = 3.02, P < 0.01), LITI (t 22 = 2.583, P < 0.05) and 10s ITI test (t 22 = 2.996, P < 0.01). The number of completed trials decreased in the LITI (Fig. 3F; t 22 = 3.24, P < 0.01) and the 10s ITI (t 22 = 2.215, P < 0.05), while the reward collect latency increased in the 10s ITI (t 22 = 2.128, P < 0.05). Since a consistent increase in perseverative, time-out, and premature response was found in baseline and variable tests, it suggested that the cognitive flexibility of mice is venerable to morphine exposure during adolescence.
4. 5-CSRTT baseline and variable test after an extended period in adulthood
To investigate the persistence of cognitive changes in adult mice, baseline and variable 5-CSRTT tests were performed again after an extended period. The experiment timeline is illustrated in Fig. 4A. After undergoing the last 5-CSRTT variable tests, mice were placed in their home cage for 60 days (PND 107 to 167). Subsequently, we conducted 5-CSRTT baseline tests (session 19) in mice for 16 consecutive days and analyzed behavioral differences between the Mor and Sal groups using RM two-way ANOVA. We noticed that during the 16-day baseline testing period, the mice exhibited an obvious trend of adaptation. Therefore, we analyzed the data from the first 8 days and the last 8 days separately to better reflect the behavioral differences during the baseline testing period. In addition, the behavioral data of the mice in the last 3 days were pooled and analyzed using the unpaired Student’s t-test. The response accuracy of the Mor group decreased significantly in the first 8 days (Fig. 4B; F 1, 223 = 7.783, P < 0.01). However, no differences were found in the last 8 days of baseline test. In comparison, the omission rate of the Mor group increased significantly in the first 8 days (F 1, 223 = 25.81, P < 0.0001) and in the last 8 days (F 1, 216 = 37.4, P < 0.0001), indicating the persistence of the impairment in attention. The reward collection latency in the Mor group increased significantly during the entire baseline testing period compared to the Sal groups (Fig. 4C; first 8 days: F 1, 223 = 20.77, P < 0.0001; last 8 days: F 1, 216 = 17.61, P < 0.0001). The Mor mice had significantly more perseverative responses than Sal mice throughout the baseline testing period (Fig. 4D; first 8 days: F 1, 183 = 6.077, P < 0.05; last 8 days: F 1, 176 = 7.053, P < 0.01). The time-out response in the Mor group increased significantly only in the first 8 days (F 1, 184 = 10.13, P < 0.01), while no difference was found in the last 8 days of baseline test. Interestingly, we found that premature responses in the Mor group increased significantly in the last 8 days (Fig. 4E; F 1, 208 = 12.03, P < 0.01), suggesting a persistence of impulsivity in adult Mor mice. No difference was found in total number of trials and reward collect latency, indicating unchanged motivation in the baseline test. In summary, these results suggest that adult Mor mice exhibited sustained attentional impairments and increased compulsivity and impulsivity under 5-CSRTT baseline test.
The 5-CSRTT variable tests were carried out after the baseline tests. The performance of the mice under the variable conditions was analyzed with an unpaired t-test. The Mor group showed a decreased response accuracy in the RSD (Fig. 5A; t 22 = 2.933, P < 0.01) and 10s ITI test (t 22 = 2.265, P < 0.05), as well as an increased omission rate in the RSD (t 22 = 2.533, P < 0.05) and SITI test (t 22 = 2.646, P < 0.05). The correct response latency was increased in the RSD and 10s ITI test (Fig. 5B; t 22 = 2.912, P < 0.01; t 22 = 2.307, P < 0.05, respectively), indicating decreased processing speed in the Mor mice. Furthermore, perseverative responses increased in the LITI test and 10s ITI test (Fig. 5C; t 22 = 2.726, P < 0.05; t 22 = 2.215, P < 0.05, respectively), while premature responses increased in RSD and 10s ITI (Fig. 5D; t 22 = 2.764, P < 0.05; t 22 = 2.863, P < 0.01, respectively), suggesting increased cognitive inflexibility in Mor mice. The number of completed trials decreased in the LITI test (Fig. 5E; t 22 = 2.213, P < 0.05), suggesting partially decreased operant motivation in Mor mice. Together, these results of the variable tests further confirmed that exposure to morphine in adolescence induced a long-lasting impairment in attention in adult mice, while highlighting deficits in compulsivity and impulsivity as a conserved cognitive characteristic of 5-CSRTT at both the training and testing stages.
5. c-Fos expression and synaptic abnormalities in mPFC in adult mice
Following the last 5-CSRTT variable test, we performed c-Fos immunofluorescence staining to investigate whether mPFC neurons were differentially activated in mice with adolescent morphine exposure[28]. Representative images of c-Fos expression in the mPFC region are presented in Fig. 6A. We found a significant increase in the total number of c-Fos positive neurons per mm2 in the mPFC region of Mor mice (Fig. 6B, t 42 = 14.72, P < 0.0001), indicating that mPFC were substantially activated in these mice. Furthermore, the expression of c-Fos increased in the three mPFC subregions of Mor mice, and this difference was most significant in the PrL subregion (t 42 = 18.38, P < 0.0001). Golgi staining was performed to examine the density of the dendritic spine and the branching of mPFC neurons. Representative images of the dendritic spins of mPFC neurons are shown in Fig. 6C. We found that the dendrites of the Mor group protrude a significantly lower density of spines than the Sal groups (Fig. 6D; t 24 = 3.107, P < 0.01). Furthermore, we analyzed the complexity of dendritic branching patterns by Sholl analysis. A Sholl profile was manually obtained by plotting the number of dendrite intersections against the radial distance from the center of the soma at a distance of 10 to 110 µm (Fig. 6E). Based on these radial images, we found that Mor mice had sparser dendrites of mPFC neurons (Fig. 6E; F 1, 220 = 48.46, P < 0.0001), significant from 20 to 50 µm distal from the cell body compared to Sal controls. This result suggested that the branch complexities of dendrites of mPFC neurons were reduced in the Mor group. Next, we analyzed the changes in synaptic ultrastructure of mPFC neurons by electron microscopy. Representative images of the ultrastructure of excitatory and inhibitory synapses are shown in Fig. 6F. The total number of excitatory synapses, as well as the thickness of the postsynaptic density (PSD), decreased in Mor mice (Fig. 6G; t 130 = 5.843, P < 0.0001; t 400 = 12.73, P < 0.0001, respectively). Similarly, the total number of inhibitory synapses was significantly decreased in Mor mice (Fig. 6H; t 62 = 1.898, P < 0.05). These results indicated that adolescent morphine exposure induced significant and persistent morphological changes and synaptic abnormalities in mPFC neurons in adult mice, which may be responsible for the long-lasting cognitive impairments in 5-CSRTT.
6. Effects of adolescent morphine exposure on learning and memory in adult mice
The training and testing of 5-CSRTT rely on the conditional learning and memories of the animals. Furthermore, there is still controversy over the effects of chronic opioid exposure on different types of memory ability in animals[29–31]. Therefore, we investigated the effects of adolescent morphine exposure on the learning and memory abilities of mice in adulthood. The experimental timeline is shown in Fig. 7A. A separate cohort of mice was subjected to adolescent morphine exposure and was tested for locomotion, spatial working memory, and object recognition memory in adulthood (PND 60–66 and PND 126–130). Learning and retrieval of spatial reference memory was tested from PND 140–145 with the Barnes maze.
In the early adulthood stage of the mice (PND 60–66, Fig. 7B), there were no significant changes in OFT center time, while Mor mice showed lower total distances compared to the Sal group (t 28 = 2.198, P < 0.05), suggesting decreased locomotor activities in early adulthood. The spontaneous alternation in the Y-maze test is a reliable measure of spatial working memory. No change in spontaneous alternation was found in Mor mice. We used NOR test to assess spatial object recognition memory. There was no difference in the discrimination index for the novel object between the Mor and Sal groups in the 3 h interval, while a significantly decreased discrimination index was found in the Mor group in the 24 h interval (t 28 = 2.134, P < 0.05). Furthermore, after PND 126, no differences were found in the OFT, Y-maze, and NOR tests between the Mor and Sal groups in adulthood (Fig. 7C). These results indicate that the locomotor activity and recognition memory of Mor mice are temporarily impaired in early adulthood. The mice then underwent a 5-day Barnes maze training session to assess learning of spatial reference memory (Fig. 7D). Compared to Sal mice, Mor mice had increased escape latency and path length, and decreased correct nosepoke and target quadrant time % during training sessions, indicating lower efficiency in spatial reference memory formation in Mor mice. We then conducted a probe test to assess retrieval of spatial reference memory in these mice. Representative heat maps and track plots are shown in Fig. 7E. In the probe test, Mor mice showed significantly higher escape latency (Fig. 7F; t 15 = 2.647, P < 0.05), longer path length (t 15 = 2.258, P < 0.05), fewer correct nosepoke (t 14 = 2.199, P < 0.05), and less time spend in target quadrant (t 14 = 2.619, P < 0.05) compared to the Sal group. These results demonstrated that the retrieval of spatial reference memory and learning strategy were impaired in the Mor group.