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Browsing by Subject "Cognitive control"
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Item A neurotechnological aid for semi-autonomous suction in robotic-assisted surgery(Springer, 2022-03-16) Barragan, Juan Antonio; Yang, Jing; Yu, Denny; Wachs, Juan P.; Surgery, School of MedicineAdoption of robotic-assisted surgery has steadily increased as it improves the surgeon’s dexterity and visualization. Despite these advantages, the success of a robotic procedure is highly dependent on the availability of a proficient surgical assistant that can collaborate with the surgeon. With the introduction of novel medical devices, the surgeon has taken over some of the surgical assistant’s tasks to increase their independence. This, however, has also resulted in surgeons experiencing higher levels of cognitive demands that can lead to reduced performance. In this work, we proposed a neurotechnology-based semi-autonomous assistant to release the main surgeon of the additional cognitive demands of a critical support task: blood suction. To create a more synergistic collaboration between the surgeon and the robotic assistant, a real-time cognitive workload assessment system based on EEG signals and eye-tracking was introduced. A computational experiment demonstrates that cognitive workload can be effectively detected with an 80% accuracy. Then, we show how the surgical performance can be improved by using the neurotechnological autonomous assistant as a close feedback loop to prevent states of high cognitive demands. Our findings highlight the potential of utilizing real-time cognitive workload assessments to improve the collaboration between an autonomous algorithm and the surgeon.Item Brain-specific Disruption of the eIF2α Kinase PERK Decreases ATF4 Expression and Impairs Behavioral Flexibility(Elsevier, 2012) Trinh, Mimi A.; Kaphzan, Hanoch; Wek, Ronald C.; Pierre, Philippe; Cavener, Douglas R.; Klann, Eric; Biochemistry and Molecular Biology, School of MedicineTranslational control depends on phosphorylation of eIF2α by PKR-like ER kinase (PERK). To examine the role of PERK in cognitive function, we selectively disrupted PERK expression in the adult mouse forebrain. In the prefrontal cortex (PFC) of PERK-deficient mice, eIF2α phosphorylation and ATF4 expression were diminished and were associated with enhanced behavioral perseveration, decreased prepulse inhibition, reduced fear extinction, and impaired behavioral flexibility. Treatment with the glycine transporter inhibitor SSR504734 normalized eIF2α phosphorylation, ATF4 expression, and behavioral flexibility in PERK-deficient mice. Moreover, the expression levels of PERK and ATF4 were reduced in the frontal cortex of human patients with schizophrenia. Together, our findings reveal that PERK plays a critical role in information processing and cognitive function and that modulation of eIF2α phosphorylation and ATF4 expression may represent an effective strategy for treating behavioral inflexibility associated with several neurological disorders such as schizophrenia.Item Distinct Patterns of Impaired Cognitive Control Among Boys and Girls with ADHD Across Development(Springer, 2021) DeRonda, Alyssa; Zhao, Yi; Seymour, Karen E.; Mostofsky, Stewart H.; Rosch, Keri S.; Biostatistics, School of Public HealthThis study examined whether girls and boys with ADHD show similar impairments in cognitive control from childhood into adolescence and the developmental relationship between cognitive control and ADHD symptoms. Participants include 8-17-year-old children with ADHD (n = 353, 104 girls) and typically developing (TD) controls (n = 241, 86 girls) with longitudinal data obtained from n = 137. Participants completed two go/no-go (GNG) tasks that varied in working memory demand. Linear mixed-effects models were applied to compare age-related changes in cognitive control for each GNG task among girls and boys with ADHD and TD controls and in relation to ADHD symptoms. Boys with ADHD showed impaired response inhibition and increased response variability across tasks. In contrast, girls with ADHD showed impaired response inhibition only with greater working memory demands whereas they displayed increased response variability regardless of working memory demands. Analysis of age-related change revealed that deficits in cognitive control under minimal working memory demands increase with age among girls with ADHD and decrease with age among boys with ADHD. In contrast, deficits in cognitive control with greater working memory demands decrease with age among both boys and girls with ADHD compared to TD peers. Among children with ADHD poor response inhibition during childhood predicted inattentive symptoms in adolescence and was associated with less age-related improvement in inattentive symptoms. These findings suggest that girls and boys with ADHD show differential impairment in cognitive control across development and response inhibition in childhood may be an important predictor of ADHD symptoms in adolescence.Item Neural basis of cognitive control signals in anterior cingulate cortex during delay discounting(bioRxiv, 2024-06-08) Seamans, Jeremy K.; White, Shelby; Morningstar, Mitchell; Emberly, Eldon; Linsenbardt, David; Ma, Baofeng; Czachowski, Cristine L.; Lapish, Christopher C.; Anatomy, Cell Biology and Physiology, School of MedicineCognitive control involves allocating cognitive effort according to internal needs and task demands and the Anterior Cingulate Cortex (ACC) is hypothesized to play a central role in this process. We investigated the neural basis of cognitive control in the ACC of rats performing an adjusting-amount delay discounting task. Decision-making in this this task can be guided by using either a lever-value tracking strategy, requiring a 'resource-based' form of cognitive effort or a lever-biased strategy requiring a 'resistance-based' form of cognitive effort. We found that ACC ensembles always tightly tracked lever value on each trial, indicative of a resource-based control signal. These signals were prevalent in the neural recordings and were influenced by the delay. A shorter delay was associated with devaluing of the immediate option and a longer delay was associated with overvaluing of the immediate option. In addition, ACC theta (6-12Hz) oscillations were observed at the choice point of rats exhibiting a resistance-based strategy. These data provide candidates of neural activity patterns in the ACC that underlie the use of 'resource-based' and 'resistance-based' cognitive effort. Furthermore, these data illustrate how strategies can be engaged under different conditions in individual subjects.Item Proactive Versus Reactive Control Strategies Differentially Mediate Alcohol Drinking in Wistar and P rats(bioRxiv, 2023-06-09) Morningstar, M. D.; Timme, N. M.; Ma, B.; Cornwell, E.; Galbari, T.; Lapish, C. C.; Psychology, School of ScienceProblematic alcohol consumption is associated with deficits in decision-making, and alterations in prefrontal cortex neural activity likely contributes. We hypothesized that differences in cognitive control would be evident between male Wistar rats and a model for genetic risk for alcohol use disorder (alcohol-preferring P rats). Cognitive control can be split into proactive and reactive components. Proactive control maintains goal-directed behavior independent of a stimulus whereas reactive control elicits goal-directed behavior at the time of a stimulus. We hypothesized that Wistars would show proactive control over alcohol-seeking whereas P rats would show reactive control over alcohol-seeking. Neural ensembles were recorded from prefrontal cortex during an alcohol seeking task that utilized two session types. On congruent sessions the CS+ was on the same side as alcohol access. Incongruent sessions presented alcohol opposite the CS+. Wistars, but not P rats, exhibited an increase in incorrect approaches during incongruent sessions, suggesting that Wistars utilized the previously learned task-rule. This motivated the hypothesis that ensemble activity reflecting proactive control would be observable in Wistars but not P rats. While P rats showed differences in neural activity at times relevant for alcohol delivery, Wistars showed differences prior to approaching the sipper. These results support our hypothesis that Wistars are more likely to engage proactive cognitive-control strategies whereas P rats are more likely to engage reactive cognitive control strategies. Although P rats were bred to prefer alcohol, differences in cognitive control may reflect a sequela of behaviors that mirror those in humans at risk for an AUD.Item Proactive Versus Reactive Control Strategies Differentially Mediate Alcohol Seeking in Wistars and P Rats(2023-05) Morningstar, Mitchell D.; Lapish, Christopher; Czachowski, Cristine; Grahame, Nicholas; Brigman, JonathanProblematic alcohol consumption develops concurrently with deficits in decision-making. These deficits may be due to alterations in dorsal medial prefrontal cortex (dmPFC) neural activity, as it is essential for the evaluation and implementation of behavioral strategies. In this study, we hypothesized that differences in cognitive control would be evident between Wistars and alcohol-preferring P rats. Cognitive control can be split into proactive and reactive components. Proactive control maintains goal-directed behavior independent of a stimulus whereas reactive control elicits goal-directed behavior at the time of a stimulus. Specifically, it was hypothesized that Wistars would show proactive control over alcohol-seeking whereas P rats would show reactive control over alcohol-seeking. Proactive control in our rodent model is defined as responding to distal task cues whereas reactive control is responding to proximal cues. This was tested in rodents performing a 2-way Cued Access Protocol (2CAP) that facilitates measurements of alcohol seeking and drinking. Congruent sessions were the typical, default 2CAP sessions that consisted of the CS+ being on the same side as alcohol access. These were compared with incongruent sessions where alcohol access was opposite of the CS+. Wistars exhibited an increase in incorrect approaches during the incongruent sessions, which was not detectable in P rats. A trial-by-trial analysis indicated that the increases in incorrect responses was explained by Wistars utilizing the previously learned task-rule, whereas the P rats did not. This motivated the subsequent hypothesis that neural activity patterns corresponding to proactive control would be observable in Wistars but not P rats. Principal Component Analysis indicated that neural ensembles in the dmPFC of Wistars exhibited decreased activity to the cue light in incongruent sessions whereas P rat ensembles displayed increased activity at timepoints associated with the onset and end of alcohol access. Overall, it was observed that P rats showed the most differences in neural activity at times relevant for alcohol delivery; specifically, when the sipper came into the apparatus and left. Conversely, Wistars showed differences prior to approach as evidenced by both differences in cue-related activity as well as differences in spatial-strategies. Together, these results support our hypothesis that Wistars are more likely to engage proactive cognitive control strategies whereas P rats are more likely to engage reactive cognitive control strategies. Although P rats were bred to prefer alcohol, differences in cognitive control phenotypes may have concomitantly occurred that are of clinical relevance.