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Official websites use. Share sensitive information only on official, secure websites. Specialty section: This article was submitted to Motivation and Reward, a section of the journal Frontiers in Behavioral Neuroscience. The use, distribution or reproduction in other forums is permitted, provided the original author s and the copyright owner s are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. The relationship between stress and drug use is well demonstrated. Stress-induced by repeated social defeat RSD enhances the conditioned place preference CPP induced by cocaine in mice. The phenomenon of resilience understood as the ability of subjects to overcome the negative effects of stress is the focus of increasing interest. Our aim is to characterize the behavior of resilient animals with respect to the effects of RSD on the CPP induced by cocaine. It also reduced social interaction, immobility in the tail suspension test TST and grooming in the splash test. RSD exposure also increased the sensitivity of the mice to the rewarding effects of cocaine, since only defeated animals acquired CPP. Mice that showed less submission during defeat episodes, a lower percentage of time in the open arms of the EPM, low novelty-seeking, high social interaction, greater immobility in the TST and a higher frequency of grooming were those that were resilient to the long-term effects of social defeat on cocaine reward since they behaved like controls and did not develop CPP. These results suggest that the behavioral profile of resilient defeated mice is characterized by an active coping response during episodes of defeat, a greater concern for potential dangers, less reactivity in a situation of inevitable moderate stress and fewer depressive-like symptoms after stress. Determining the neurobehavioral substrates of resilience is the first step towards developing behavioral or pharmacological interventions that increase resilience in individuals at a high risk of suffering from stress. Keywords: resilience, social defeat stress, cocaine, mice, conditioned place preference, reward, vulnerability. According to the World Health Organization, the global prevalence of cocaine use was estimated at roughly 0. Individual and environmental variables act as risk factors, facilitating the initiation and maintenance of drug use, the transition to addiction, and relapse after detoxification Dellu et al. Among the environmental factors affecting vulnerability to drug addiction, exposure to stress plays a primary role. Traumatic life events during critical periods of development have a profound influence on the development of personality Kim et al. Chronic social stress, including problems with social interaction family or friend relationships, work-place stress, bullying, etc. In preclinical studies with rodents, chronic social stress is modeled by the repeated social defeat RSD paradigm. Brief episodes of aggression from a more aggressive conspecific, together with social subordination, induce anxiety- and depression-like symptoms Bartolomucci et al. Exposure to RSD has also been shown to increase the rewarding effects of drugs of abuse Ellenbroek et al. Moreover, several studies performed in our laboratory using the conditioned place preference CPP paradigm have demonstrated that mice exposed to RSD during late adolescence exhibit an enhanced sensitivity to the rewarding effects of low doses of cocaine in adulthood Montagud-Romero et al. In spite of the close relationship between life adversity and psychopathology, not all individuals exposed to stress develop a mental disorder. In fact, most are resilient and display an adaptive response to stress that ensures a relatively normal physical and psychological function Southwick and Charney, The RSD paradigm has proven to be a useful model for studying the mechanisms involved in susceptibility or resilience to the negative consequences of social stress Nestler and Hyman, As in humans, individual differences exist in the development of psychopathology after RSD exposure. Only the subgroup of mice characterized as susceptible to the effects of RSD on social interaction with a conspecific social avoidance exhibit a wide variety of deleterious consequences, including anhedonia- and anxiety-like symptoms, elevated reactivity of the hypothalamic-pituitary-adrenal HPA axis and other behavioral and physiological alterations Berton et al. Resilience could also explain why not all individuals who undergo stressful experiences become addicted to drugs of abuse. Using the RSD model, Krishnan et al. Similarly, animals vulnerable to the effects of RSD on social interaction were shown to increase alcohol self-administration in comparison to non-stressed controls or resilient animals that did not develop social avoidance after RSD Nelson et al. Both studies suggest that resilient mice that do not display a deficit of social interaction after stress are also resilient to the rewarding effects of drugs of abuse. These are the only studies to have identified animals that were susceptible or resilient to the influence of RSD on the rewarding effects of drugs of abuse. Identifying predictive behavioral patterns of resilience is the first step towards developing early, individualized preventive strategies that enhance resilience and promote a resilient personality in individuals at risk who are exposed to significative levels of stress. Thus, the aim of this work was to determine the existence of individual differences in response to RSD and to characterize the behavioral profile of animals that are resilient to the long-term effects of social defeat on cocaine-induced CPP. For this purpose, a group of late adolescent mice were exposed to RSD four episodes separated by intervals of 72 h , while another group did not undergo stress. The short-term effects of RSD were evaluated to compare the behavior of defeated mice to that of control mice in the elevated plus-maze and the hole board and in social interaction, tail suspension and splash tests, 24—48 h after the last episode of defeat. According to the behavior of the defeated mice in these behavioral tests, they were segregated into two subgroups: one affected by RSD vulnerable mice , and the other behaving like the control group resilient mice. Three weeks after the last episode of defeat, acquisition of CPP after conditioning with a low dose of cocaine was evaluated in all the mice in order to identify the behavioral traits that confer resilience to the long-term effects of RSD on the CPP induced by cocaine. A lack of CPP was used to define the animals that were resilient to the effects of RSD on cocaine reward since non-stressed mice did not develop CPP with the dose of cocaine employed. They arrived in the laboratory on a postnatal day PND 21 and were housed for 26 days before initiation of the experimental procedures. To reduce their stress levels in response to experimental manipulations, grouped mice were handled for 5 min per day on each of the 3 days prior to initiation of the experimental procedures. All mice were housed under the following conditions: constant temperature; a reversed light schedule white lights on — ; and food and water available ad libitum , except during behavioral tests. The physiological saline was also used to dissolve the cocaine. On PND 57—58, all mice underwent different behavioral tests: elevated plus maze EPM , hole board, social interaction, tail suspension, and splash tests. Afterward, all mice were housed in the vivarium for 3 weeks, after which they underwent the CPP procedure see Figure 1. All experiments took place during the dark period 8. In order to facilitate adaptation, mice were transported to the dimly illuminated experimental room 1 h prior to testing. Experimental design. Two groups of mice were used. On postnatal day PND 47, 50, 53 and 56, experimental mice were introduced into the cage of an aggressive opponent. The physical contact between them was allowed for only 5 min when the experimental mouse experienced social defeat SD. On PND 58, all mice performed the splash test. After an interval of 3 weeks, all mice underwent the conditioned place preference CPP paradigm. The RSD procedure consisted of four encounters separated by intervals of 72 h, PND 47, 50, 53 and 56 with a conspecific isolated mouse OF1 , which resulted in the defeat of the experimental animal. Each encounter lasted for 25 min and consisted of three phases, which began by introducing the experimental animal intruder into the home cage of the aggressive opponent resident for 10 min. During this initial phase, the intruder was protected from attack by a wire mesh wall, which allowed social interaction and threats from the aggressive male resident. The wire mesh was then removed from the cage and the confrontation between the two mice began and lasted for 5 min. In the third phase, the wire mesh was returned to the cage to separate the two animals once again for another 10 min to allow for social threats by the resident. Intruder mice were exposed to a different aggressor mouse during each episode of social defeat. The criterion used to define an animal as defeated was the adoption of a specific posture signifying defeat, characterized by an upright submissive position, limp forepaws, upwardly angled head, and retracted ears Miczek et al. All experimental mice displayed defeat, given that they all faced resident mice with high levels of aggression. The first and fourth agonistic encounters were videotaped and evaluated by an observer who was blind to the treatment Brain et al. This test is based on the natural aversion of mice to open elevated areas, as well as on the natural spontaneous exploratory behavior they exhibit in novel environments; therefore, it measures the extent to which rodents avoid high open spaces. The floor of the maze was made of black Plexiglas and the walls of the enclosed arms were made of clear Plexiglas. The open arms had a small edge 0. The entire apparatus was elevated 45 cm above floor level. The total time spent in the open and closed arms, the number of entries into the open and closed arms, and the percentage of time and entries into the open arms are commonly considered indicators of open space-induced anxiety in mice. Thus, anxiety levels are considered to be lower when the measurements in the open arms are higher and the measurements in the closed arms are lower, and vice versa Rodgers and Johnson, ; Rodgers and Dalvi, Moreover, the total entries into the closed arms are regarded as locomotor activity scores Campos et al. At the beginning of each trial, subjects were placed on the central platform facing an open arm and were allowed to explore for 5 min. The behavior of the mice was video recorded and later analyzed by an investigator blind to the experimental conditions, using a computerized method Raton Time 1. The measures recorded during the test period were frequency of entries and time spent in each section of the apparatus open arms, closed arms and central platform. An arm was considered to have been visited when the animal placed all four paws on it. The novelty-seeking of mice was evaluated in the hole board test 24 h after the last defeat or exploration PND Photocells below the surface of the holes detected the number of times that mice performed a head-dip. At the beginning of the test, mice were placed in the same corner of the box and were allowed to freely explore the apparatus for 10 min. The latency to the first dip and the frequency of dips were automatically recorded by the apparatus. After habituation to the room, each animal was placed in the center of the open field and was allowed to explore it twice, under two different experimental conditions. The first time object phase , the perforated plexiglass cage was empty. After 10 min of exploration, the experimental mouse was returned to its home cage for 2 min. Next, a mouse of the OF1 strain was confined to the perforated cage to safeguard the experimental mouse from attack and the experimental mouse was reintroduced in the open field for 10 min social phase. The OF1 mouse was unfamiliar to the experimental mouse i. In both phases, the time spent in the 8 cm area surrounding the perforated cage—the interaction zone—was registered and automatically sent to a computer using the Ethovision 2. The ISI is commonly used as the social preference-avoidance index Krishnan et al. The tail suspension test TST measures the behavioral variable of immobility, which is considered to represent despair Pollak et al. It is based on the observation that rodents, after initial escape-oriented movements, develop an immobile posture when placed in an inescapable, stressful situation. In the case of the TST, the stressful situation involves the hemodynamic stress of being hung in an uncontrollable fashion by their tail Cryan et al. This has been used as a measure of behavioral depression because, when antidepressant treatments are given prior to the test, the subjects engage in escape-directed behaviors for longer periods of time than after treatment with a vehicle Pollak et al. Twenty-four hours after the last defeat or exploration PND 57 , we investigated whether our procedure of social defeat modified the length of time spent in immobile positions in the TST. Following the protocol described by Vaugeois et al. The behavior displayed by the mice was video recorded and later analyzed by an observer blind to the treatment received by the animal, using a computerized method Raton Time 1. The parameters considered for the statistical analyses were the total time spent immobile and the latency to show immobility. The behavior of the mice was videotaped for 5 min and later analyzed by an observer blind to the treatment received by the animal using a computerized method Raton Time 1. The latency to the first grooming, the time spent engaged in this behavior and its frequency were recorded. Three weeks after the last episode of social defeat, the animals carried out the CPP procedure. For place conditioning, we employed eight identical Plexiglas boxes with two equal-sized compartments The compartments had different colored walls black vs. Four infrared light beams in each compartment of the box and six in the central area allowed the recording of the position of the animals and their crossings from one compartment to the other. The CPP consisted of three phases and took place during the dark cycle following an unbiased procedure in terms of initial spontaneous preference for detailed explanations of the procedure, see Maldonado et al. In brief, during pre-conditioning Pre-C , the time spent by the animal in each compartment during a min period was recorded. Animals showing a strong unconditioned aversion or a preference for a given compartment were excluded from the study. During the third phase, or post-conditioning Post-C , the time spent by the untreated mice in each compartment was recorded during a min period. The effects of RSD on the different behavioral measures with the exception of CPP were evaluated by means of unpaired Student t -tests, comparing the non-stressed control group to the defeated group control vs. Post hoc comparisons were performed with Bonferroni tests, which allow multiple hypotheses to be tested simultaneously, limiting the type I error rate without increasing the probability of a type II error occurring. With the data obtained in the defeat episodes and in the behavioral tests performed 24 or 48 h afterward EPM, hole board, social interaction, tail suspension and splash tests , the group of defeated mice was separated into two subgroups according to the median of the whole group. Mice with scores higher than the median were assigned to the High Score group and those with lower scores to the Low Score group. For example, defeated mice were defined as high or low novelty-seeking NS according to their head-dip scores below or above the defeated group median in the hole board test. We have previously used this median-split analysis to study the effects of NS on the behavioral effects of different drugs of abuse Arenas et al. The post hoc comparison was performed with the Tukey test. Post hoc comparisons were performed with Bonferroni tests. In order to determine whether there was a relationship among the performances of mice in the different procedures, Pearson correlation tests were used. All statistical analyses were performed with the SPSS program. The behavioral profile of mice during the defeat episodes is related to their subsequent resilience or vulnerability to developing cocaine-induced CPP. After defeat, mice were conditioned with cocaine. Pre-C test. In addition, they received lower levels of threat but were attacked faster. Behavioral profile during episodes of the defeat of mice that were resilient to the long-term effects of RSD on a cocaine-induced CPP. As can be seen in Figure 2 ; defeated mice that did not acquire cocaine-induced CPP were defined as resilient mice light gray bars , while defeated mice that developed cocaine-induced CPP were defined as vulnerable mice dark gray bars. The behavior of mice in the EPM was evaluated. In order to evaluate resilience to the effects of RSD in the EPM, defeated mice were divided into two subgroups according to their scores of Percentage of time in the open arms below or above the median of the defeated group, Thus, there was a group of mice that were resilient to the effects of RSD on the EPM and did not show a decrease in the percentage of time spent in the open arms. Behavior in the elevated plus-maze and cocaine reward. Besides the percentage of time in the open arms, there were other differences in the open arm measures between mice that were resilient and vulnerable to the long-term effects of RSD on cocaine-induced CPP. It appeared that mice that were resilient to the long-term effects of RSD on cocaine-induced CPP engaged less in the exploration of the open arms see Supplementary Figure S2. Behavior in the hole board test and cocaine reward. A Short-term effects of RSD on novelty-seeking behavior in the hole board. The behavior of mice in the hole board test was evaluated. In order to evaluate resilience to the effects of RSD in the hole board test, defeated mice were divided into two subgroups according to their dip scores below or above the median of the defeated group, 26 dips , Low novelty-seeking Low NS or High NS. Thus, this group of mice was resilient to the effects of RSD on the hole board test and did not show a decrease in the number of dips. However, this reduction was not observed in all the defeated mice. According to their ISI score below or above the median of the defeated group, 0. Thus, there was a group of defeated mice that was resilient to the impairing effects of RSD on social interaction and that did not engage in less social interaction. Behavior in the social interaction test and cocaine reward. A Short-term effects of RSD on the social interaction test. The behavior of mice in the social interaction test was evaluated. Behavior in the TST and cocaine reward. The behavior of mice in the TST was evaluated. In order to evaluate resilience to the effects of RSD in the TST, defeated mice were divided into two subgroups according to their scores of Time spent immobile below or above the median of the defeated group, s, Low TI or High TI. Thus, there was a group of mice that was resilient to the effects of RSD on the TST and that did not show a decrease in immobility. Effects of RSD on grooming behavior in the splash test. The grooming behavior of mice in the splash test was evaluated. In order to evaluate resilience to the effects of RSD in the splash test, defeated mice were divided into two subgroups according to their scores of Frequency of grooming below or above the median of the defeated group, Thus, this group of mice was resilient to the effects of RSD on the splash test and did not show a decrease in grooming. Behavior in the splash test and cocaine reward. A Resilience to the short-term effects of RSD on grooming behavior in the splash test. When defeated mice were divided into two subgroups according to their scores in Time spent grooming below or above the median of the defeated group, However, no influence of this behavioral trait on the CPP induced by cocaine was observed. A limited number of significant correlations were observed among the performances of mice in the different behavioral procedures see Supplementary Table S1. The results of the present work reveal individual differences in the response of mice to RSD exposure during late adolescence. In the short term, RSD induced anxiety-like symptoms in the EPM, social avoidance in the social interaction test, hyperreactivity in the TST and depressive-like symptoms in the splash test. In the long term, RSD increased the sensitivity of mice to the rewarding effects of a low dose of cocaine in the CPP paradigm. However, only one subgroup of mice showed anxiety- or depression-like symptomatology, a reduction of novelty-seeking, deficits of social interaction, increased reactivity to stress, and greater vulnerability to cocaine-induced CPP vulnerable mice , while another subgroup remained resilient to the effects of RSD. More importantly, the behavioral profile of the mice in the short-term response to RSD was predictive of subsequent resilience to the long-term influence of RSD on cocaine reward. After the behavioral analysis of the defeat episodes, defeated mice could be segregated into two subpopulations. The coping response of experimental animals exposed to stress has been used in other studies to distinguish between resilient and vulnerable individuals. For example, male rats were classified as having an active or passive coping strategy according to their latency of submission Wood et al. Since an active coping strategy has been related with resilience to the negative consequences of stress Feder et al. As expected, RSD exposure during late adolescence increased the sensitivity of mice to the rewarding effects of cocaine in adulthood, since only defeated mice developed CPP after conditioning with a dose that was ineffective in non-stressed control mice. These results are in line with and extend our previous findings in OF1 strain mice Montagud-Romero et al. However, this is the first study to demonstrate that certain mice are resilient to the long-term RSD-induced potentiation of cocaine reward. In a previous study, Krishnan et al. Whether the effect of defeat on cocaine reward continued to be present long after RSD was not evaluated since both resilient and vulnerable mice performed the CPP procedure 24 h after the last session of defeat Krishnan et al. Our results indicate that the behavioral profile of late adolescent mice during episodes of defeat is an early predictor of their subsequent susceptibility or resilience to the effects of RSD on cocaine-induced CPP in adulthood. Vulnerable defeated mice with higher levels of submission developed CPP. Conversely, defeated mice that developed a more active coping strategy during defeat episodes were resilient, as they behaved like control mice and did not acquire CPP. These results are in accordance with those observed by Yanovich et al. A specific coping strategy is considered to be adaptive i. In comparison to non-stressed controls, defeated mice spent less time and a lower percentage of time in the open arms of the EPM, performed fewer entries and percentage of entries into these arms, and displayed longer latency to visit an open arm for the first time. Nevertheless, not all defeated mice showed an aversion for the open arms. Subpopulations could be segregated into those that are susceptible and resilient to the short-term effects of RSD on the EPM. Resilient mice spent a similar percentage of time in the open arms to the control group, which was not exposed to RSD. In contrast, vulnerable mice spent a clearly lower percentage of time in the open arms in comparison to controls and to the other group of defeated mice. Kaufmann and Brennan also identified a subgroup of defeated mice that spent less time in the open arms which were also vulnerable to the social avoidance induced by RSD and another subgroup that was resilient to both deficits. Other studies have also affirmed the existence of animals that are resilient to the effects of several types of social stress on the EPM. For example, using the predator odor stress model, rats were segregated as susceptible or resilient based on EPM behavior and context avoidance Brodnik et al. In this way, it would seem that some animals are resilient to the anxiety-like behavior induced by social stress. Due to the close association between anxiety and cocaine use disorders Vorspan et al. However, our results do not support this theory. Unexpectedly, the defeated mice that did not develop cocaine CPP were those that spent a lower percentage of time in the open arms. In contrast, the defeated mice spending a higher percentage of time in the open arms which were, thus, resilient to the short-term effects of social defeat showed an enhanced vulnerability to cocaine and developed CPP. No previous studies have evaluated whether the behavioral profile in the EPM after exposure to RSD is related to subsequent vulnerability or resilience to developing cocaine-induced CPP. Krishnan et al. In the study in question, vulnerable mice which displayed social avoidance and cocaine-induced CPP and resilient mice that did not show these effects exhibited an increase in the time spent in the closed arms in the EPM Krishnan et al. Conversely, in a more recent study, rats that were vulnerable to the stress induced by exposure to the odor of a predator were more sensitive to the effects of cocaine Brodnik et al. In comparison to resilient rats, the hyperactivity induced by cocaine and the reinforcing effect of this drug in the self-administration paradigm were enhanced in susceptible rats Brodnik et al. These divergent results may be due to differences in the methodology species, type of stress, the time elapsed between stress exposure and behavioral testing, etc. However, from our point of view, the most important factor is the criterion used to discriminate resilient animals from vulnerable animals. In the study by Brodnik et al. Conversely, in the present study, mice that spent a lower percentage of time in the open arms of the EPM were resilient to the long-term effects of RSD and did not develop cocaine-induced CPP. It is not logical to assume that the mice with higher anxiety levels were less vulnerable to cocaine; thus, we propose other interpretations of the results obtained. The EPM test not only reveals an anxious state but might also suggest behavioral disinhibition. In this sense, the longer time spent in the open arms by vulnerable mice that developed CPP might indicate a pre-existing impulsive phenotype Gass et al. Furthermore, it is important to consider that the EPM entails a conflict between two natural tendencies: the motivation to stay in the protected closed arms, naturally associated with safety, and the motivation to explore the non-protected open arms, which may be associated with a potential danger or a threat Ennaceur and Chazot, There is no objective evidence as to the real significance of a reduction in the open arms measures: i. From our point of view, the mice that were resilient to the long-term effects of RSD on cocaine reward were those that, after experiencing an attack from an opponent, actively avoided the open arms to stay safe from other potential threats. A very limited number of studies have evaluated the influence of stress exposure on novelty-seeking behavior, and the few data reported are controversial. In male rats, RSD did not modify their behavior in the hole board test 24 h after the last defeat Albonetti and Farabollini, , but chronic RSD reduced directed exploration in mice Erhardt et al. Conversely, rats chronically exposed to predator odor before and during puberty showed increased novelty-seeking during late adolescence Toledo-Rodriguez and Sandi, Such discrepant results are probably due to the different developmental periods in which the animals were exposed to stress. From our point of view, the lower number of dips in the hole board test in the subgroup of defeated mice could have been due to the fact that RSD induced an emotional arousing state that motivated a reduced exploration of a novel, potentially dangerous environment. The influence that the novelty-seeking trait exerts on vulnerability to stress and drug use has been repeatedly demonstrated Kabbaj et al. In particular, novelty-seeking behavior is one of the personality factors that may explain individual differences in vulnerability to drug abuse Dellu et al. Higher novelty-seeking has been identified as a risk factor for the initiation of drug use and transition to abuse Kelley et al. In line with this idea, we observed that the subgroup of mice showing greater novelty-seeking after RSD was more vulnerable to the rewarding effects of cocaine. Conversely, mice performing a significantly lower number of dips that is, mice that responded to RSD with emotionality or avoidance of a novel environment remained resilient to the long-term effects of RSD on cocaine reward and did not develop CPP. These results, together with those observed in the EPM, lead us to assume that defeated mice that avoid potential risk are protected from the subsequent consequences of social stress on the rewarding effects of cocaine. Exposure to RSD produced a short-term deficit of social interaction. This reduction of the ISI in defeated mice has been associated with the social avoidance that characterizes affective disorders Golden et al. Furthermore, the ISI is the most used measure to distinguish between mice that are resilient or vulnerable to the effects of different models of social defeat Krishnan et al. In this line, we have also observed a subgroup of resilient mice with similar ISI to that of control mice and another subgroup of vulnerable mice that displayed social avoidance. It must be taken into account that the type of opponent used in the social interaction test has an influence on the results observed. In the present study, the use of the OF1 strain instead of the strain employed as experimental animals probably induced a more pronounced social avoidance in defeated mice. Notwithstanding, even when the opponent was of the same strain, the social interaction was significantly higher in resilient than in susceptible mice Han et al. Defeated mice resilient to social avoidance were also resilient to the long-term effects of RSD on cocaine reward. Only the subgroup of defeated mice with a deficit of social interaction developed CPP after conditioning with a low dose of cocaine that was ineffective in non-stressed control mice and in resilient defeated mice. Similar results have been observed by Krishnan et al. Similarly, vulnerable mice with lower levels of social interaction showed reduced alcohol self-administration in comparison to control mice not exposed to stress and to resilient animals without a social interaction deficit Nelson et al. Exposure to RSD reduced the amount of time spent immobile in the TST, an unexpected result taking into account that immobility in this test has been considered to be depression-like behavior Katz, ; Cryan et al. However, other studies have shown that stressed mice spent less time being immobile than control mice in the tail suspension Brockhurst et al. In contrast, other researchers have reported that RSD did not affect immobility 24 h after the last episode of defeat Kinsey et al. As Commons et al. In the present study, the decrease in immobility in defeated mice could be attributed to inoculation against stress; however, we suspect that such an effect is related to an enhanced reactivity of defeated mice to the situation of moderate inescapable stress that the TST represents. In contraposition to the conventional interpretation of immobility in the forced swim and TSTs as behavioral despair Katz, , it has been understood by some to represent enhanced anxiety van Dijken et al. In support of this idea, a subgroup of defeated mice exhibiting less immobility in the TST reduced their consumption of sucrose, a behavior associated with the lack of interest in pleasurable activities that characterizes depression Bowens et al. In the same line, we observed that RSD decreased the frequency of grooming in the splash test, an effect interpreted as depressive-like symptomatology see the following section. Considered together, these results suggest that the decreased immobility of defeated mice in the TST should be interpreted as an enhanced reactivity to this stressful situation, rather than a reduction of depressive-like behavior. In addition, our results indicate that vulnerable mice that are more immobile in the TST are more sensitive to the rewarding effects of cocaine and CPP acquired with a low dose of this drug. Conversely, resilient mice with immobility values similar to controls and not exposed to stress did not develop CPP. Thus, mice that were resilient to RSD-induced hyperreactivity were also resilient to the long-term effects of RSD on cocaine reward. Exposure to RSD decreased the duration and frequency of grooming in the splash test, considered a relevant measure of the motivational state of animals Butelman et al. A reduction of grooming behavior has been observed after exposure to different stressors Jolles et al. In addition, we have observed that some defeated mice remained resilient to the depressive-like behavior induced by RSD. Although there are no studies with the splash test, Krishnan et al. Conversely, a recent study that segregated mice into resilient and vulnerable subjects according to their immobility values in the TST showed that vulnerable mice with higher immobility spent more time engaged in grooming and exhibited this behavior more frequently in an unfamiliar cage Reis-Silva et al. A possible explanation for these divergent results is the different type of stressor used RSD vs. In the present study, the resilience to the short-term effects of RSD on the frequency of grooming predicted subsequent resilience to cocaine reward; only vulnerable mice with reduced grooming behavior acquired cocaine-induced CPP 3 weeks after RSD. Similar results were reported by Krishnan et al. As discussed in previous sections, the segregation of experimental animals into vulnerable or resilient subpopulations with respect to the effects of stress on cocaine reward has been the subject of only two studies. Brodnik et al. Previously, Krishnan et al. They also observed that the resilient phenotype regarding social interaction but not regarding depressive-like behavior persisted 4 weeks after defeat; however, the potential long-term enhanced vulnerability to the rewarding effects of cocaine was not evaluated Krishnan et al. The results of the present work are in accordance with and extend those obtained in the aforementioned studies. Our main contribution is to demonstrate that some behavioral profiles of the short-term response to social stress predict the subsequent resilience of defeated mice to the rewarding effects of cocaine. Resilient mice that did not develop cocaine CPP were less submissive during defeat episodes, a behavioral profile associated with an active coping with stress Finnell et al. Mice resilient to developing cocaine CPP were also resilient to social avoidance in the social interaction test, hyperreactivity in the TST and depressive-like behavior in the splash test. Furthermore, the contribution of each individual variable to cocaine resilience was determined by correlating these variables with the CPP score. There was a correlation between the time spent in submission and the ISI: the mice that showed less submission during the defeat episodes were resilient to developing a deficit of social interaction. The percentage of time in the open arms of the EPM correlated with the time spent immobile in the TST; thus, the behavior in both tests seemed to be associated in some way. In light of these results, we hypothesize that mice that are less reactive to stress i. With respect to the CPP scores, only two correlations were statistically significant. First, the correlation between CPP score and the number of dips indicated that the novelty-seeking profile was a strong predictor of resilience or vulnerability to the rewarding effects of cocaine. Second, the correlation between CPP score and ISI indicated that social avoidance induced by RSD was associated with enhanced vulnerability to the rewarding effects of cocaine. These correlations suggest that resilience to the effects of social defeat on cocaine reward may be a result of particular behavioral traits or the combination of several behavioral traits. An important fact is that most of the behavioral tests used in the present study measure unrelated behaviors. However, even in the absence of a correlation with the CPP score, the response of defeated mice in each one of these behavioral tests was predictive of its subsequent resilience or vulnerability to cocaine reward. The main relevance of these results is that they show that cocaine use disorders should be considered from a multi-dimensional perspective. Such disorders result from the interaction of biological and behavioral processes that are altered by environmental factors, such as stress exposure. Some individual behavioral traits, such as the level of novelty-seeking or the degree of social interaction, may confer, by themselves, an enhanced or reduced responsivity to cocaine reward. However, more frequently, a complex neurobehavioral profile resulting from the combination of two or more behavioral traits contributes in a cumulative way to resilience or vulnerability to developing a drug addiction. In the present study, we demonstrate that resilience to the long-term potentiation of the rewarding effects of cocaine-induced RSD is associated with different behavioral profiles. Resilient mice are characterized by less submission during defeat episodes, less interest in the open arms in the EPM, lower novelty-seeking, less reactivity in the TST, and an absence of RSD-induced deficits such as social avoidance and anhedonia see Table 1. A limitation of the present work is the use of the median to discriminate between vulnerable and resilient mice in the behavioral procedures. With this approach, we defined as resilient any mouse below or above the median depending on the test and variable used. In future studies, we will employ larger samples of defeated mice and quartiles rather than the median to divide them into resilient and non-resilient subjects, in order to give a more substantiality to the notion of resilience. Defeated resilient mice behaved as controls in the social interaction, tail suspension and splash test. From a translational point of view, our results support the real-world observation that not all individuals exposed to social stress during late adolescence subsequently suffer from mental disorders. For example, not all adolescents exposed to bullying develop cocaine use disorders in adulthood. Resilient subjects have less probability of showing symptoms of post-traumatic stress disorder after a traumatic event Tugade and Fredrickson, ; Wrenn et al. In this context, it is necessary to promote in vulnerable individuals attitudes and personality traits that are characteristic of resilience. According to our results, and to evidence in humans, an active coping strategy Feder et al. Individuals with an active coping response attempt to change their perception of the stressful stimulus Wu et al. In addition, it is necessary to decrease reactivity to stressful events and increase awareness of dangers, as well as to promote the self-control function and sense of safety. These can be achieved by means of problem-solving tasks, relaxation training and cognitive restructuration Thompson et al. Future works should address ways to increase resilience in vulnerable animals. The negative consequences of stress can be reduced through environmental manipulations Greenwood and Fleshner, ; Schloesser et al. Finally, it is important to study the neurobiological substrates of resilience, which underly the behavioral phenotypes observed in our study. There are recent reviews about the causes of resilience that highlight the importance of neuroplasticity in several brain networks, changes at the blood-brain barrier, genetic factors, and the role of the immune system, the metabolism and the gut microbiota Cathomas et al. Based on previous studies in our laboratory, we propose that a reduced inflammatory response, epigenetic changes lower histone acetylation activity , reduced permeability of the BBB, and lower glutamate activity in the brain reward system may mediate the phenotype of resilience to the effects of RSD on cocaine reward Montagud-Romero et al. Understanding the individual traits and the neurobiological mechanisms that promote resilience may give rise to multiple new approaches to prevention and the development of pharmacological or behavioral interventions that can increase resilience to the negative sequelae of stress and their influence on drug addiction and other mental disorders. The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation, to any qualified researcher. MA and MG-P contributed to the conception and design of the study. MG-P wrote the complete first draft of the manuscript. MA wrote the final version of the manuscript. All authors contributed to manuscript revision, read and approved the submitted version. The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. This section collects any data citations, data availability statements, or supplementary materials included in this article. As a library, NLM provides access to scientific literature. Front Behav Neurosci. Received Sep 17; Accepted Dec 6; Collection date Open in a new tab. Click here for additional data file. Similar articles. Add to Collections. Create a new collection. Add to an existing collection. 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