Replicability in measures of attentional set-shifting task performance predicting chronic heavy drinking in rhesus monkeys
Introduction
The Attentional Set-Shifting Task (ASST) is a variant of the Wisconsin Card Sorting Task that reflects sensory-motor and associative processes and has been used to assess behavioral flexibility (Brown & Tait, 2016; Miyake et al., 2000; Nyhus & Barceló, 2009). The wide use of this procedure across many species, (including rodents, non-human primates, and humans) provides an opportunity for identifying fundamental mechanisms of control over repetitive behavioral patterns that are integral to many public health problems, such as addiction and obsessive-compulsive disorders (for example, Kim et al., 2017).
A novel ASST was developed to identify individual differences in behavioral flexibility of rhesus monkeys (Shnitko, Allen, Gonzales, Walter, & Grant, 2017). This ASST task is based on a visual discrimination of one of two geometrical objects presented on a touchscreen. Subjects advance at their own pace through a sequence of up to eight sets, with sets differentiated on intra-dimensional, extra-dimensional, and reversal shifts in the correct choice (Shnitko et al., 2017). Uniquely, all monkeys housed in the same room (i.e., a cohort) are presented with the task in their housing cages at the same time. Each session began with a simple discrimination regardless of the performance during the previous session. This approach minimizes differential training across individuals but increases task-extraneous stimuli primarily from viewing and hearing other monkeys engaging in the task. The application of the ASST in rhesus monkeys revealed rates of improvement in the performance over 30 consecutive sessions and predicted future chronic alcohol drinking status (Shnitko, Gonzales, & Grant, 2019; cohort 14). Specifically, low rates of performance improvement (slopes <2.4) were significantly associated with future status as a heavy drinker.
Chronic heavy drinking is defined as >20% of days with 22-hour access to alcohol or water, consuming more than 3.0 g/kg of alcohol per day (Baker, Farro, Gonzales, Helms, & Grant, 2014). This definition was derived using a mathematical modeling approach and applied to the pattern of alcohol drinking in daily 22-hour sessions, over 12 consecutive months of daily sessions from 31 monkeys from 4 cohorts 6–12 (Baker et al., 2014) and confirmed with subsequent cohorts (Baker et al., 2017; Moore et al., 2019). Ultimately, the ability to use the ASST and alcohol self-administration protocols to identify brain circuity underlying the risk for heavy drinking with in vivo brain imaging or genomic measures of brain function requires a large population of subjects characterized under standard conditions. A key aspect of adding subjects is showing the reliability of the measures within and across cohorts over time. Therefore, the object of this study was to assess the reliability of performance on the novel ASST itself and in predicting future heavy drinking in a new cohort of monkeys.
Section snippets
Animals
Two cohorts of male rhesus macaques were obtained 97 months apart from the Oregon National Primate Research Center (ONPRC) breeding colony, ranging in age from 3.6 to 5.7 years (“cohort 14”, n = 9, and “cohort 16”, n = 6; cohort details at www.matrr.com). Their weight ranged between 4 and 10 kg at the beginning of the study (6.2 ± 0.4 kg in cohort 14 and 9.6 ± 1.2 kg in cohort 16). Monkeys from cohort 14 were the subjects of previous publications (Shnitko et al., 2017; Shnitko, Gonzales, &
Set-shifting task
All animals underwent set-shift testing that was followed by the induction to alcohol self-administration and approximately 6 months of free access to 4% ethanol and water. The set-shifting procedure has been described for cohort 14 (Shnitko et al., 2017) and was replicated for the new cohort of 6 monkeys reported here (cohort 16). Briefly, all animals were given the set-shift sessions within their housing cage each morning (from 8:30 to 9:30 AM). Unique to this procedure is the concurrent
Results
Fig. 1 shows that the average daily improvement in PI on the set-shift task prior to alcohol self-administration was similar in the replicate cohort of monkeys studied here (cohort 16) to the original cohort (cohort 14; Shnitko et al., 2017). Cohort average PI improved as a factor of sessions in both cohort 14 (slope [β], PI/session) = 3.1 ± 0.3, R2 = 0.23, p < 0.001, 95% CI [2.4–3.7] and cohort 16 (β = 2.6 ± 0.6 R2 = 0.15, p < 0.001, 95%CI [1.7–3.5]). These measures did not differ between
Discussion
The novel task was self-pacing and was performed in the presence of many other monkeys performing the task at the same time. Therefore, showing it was replicable was an important aim of the present study (Fig. 1). This replication suggests the task is engaging even though the animals were not isolated and the rate of acquiring proficiency in the task is a stable feature of this population of rhesus monkeys. This finding also reflects the utility of a composite measure of performance
Funding
This study was funded by the National Institute on Alcohol Abuse and Alcoholism (P60 AA010760).
Authorship
KAG: conceptualized and designed the experiment, interpreted the results, wrote the manuscript; NN: collected experimental data; SG: technical support for the data acquisition; TAS: collected and analyzed experimental data, interpreted the results, edited the manuscript.
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