Browsing by Subject "fcMRI"

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    Investigating the Neural Networks Involved in Externalizing and Conscientious Behavior
    (2019-06) Rueter, Amanda Rae
    Conscientiousness and impulsivity are traits that affect how well an individual is able to achieve their goals. Individuals high in Conscientiousness are described as being more industrious, maintaining order in their life, and having high self-discipline (Ozer & Benet-Martínez, 2006) and would likely score low on disinhibited externalizing. Individuals who score high on disinhibited externalizing behavior show lack of constraint, have higher sensation seeking behavior and are more prone to substance use (Miller, Lynam, & Jones, 2008). However, the neural systems underlying variation in these traits are not well understood. Functional connectivity is a way to study neural networks of the brain and can be used to assess whether or not individual differences are associated with connectivity in the brain. Previous research shows positive associations between Conscientiousness and functional connectivity in the goal priority network (GPN; Rueter et al., 2018). Few studies have investigated associations between functional connectivity and Conscientiousness and disinhibited externalizing. In this dissertation, I: (1) attempted to replicate findings from a previous study with a larger sample to investigate associations between connectivity and Conscientiousness while extending the analysis to include disinhibited externalizing behavior and (2) apply the same functional connectivity methodology to a task-based fMRI data set to see if the traits of interest and connectivity remain associated during a cognitive task requiring inhibition. I hypothesized that the GPN and the central executive network (CEN) would be negatively associated with disinhibited externalizing behavior and that only the GPN would be positively associated with Conscientiousness. Results from study one and study two suggest that the CEN is negatively associated with disinhibited externalizing, while only study two suggests that the GPN is negatively associated with disinhibited externalizing. Study two supported the hypothesis that the GPN is associated with Conscientiousness, while Study 1 did not. This dissertation provides an integrated investigation of how Conscientiousness and externalizing behavior are related on a biological level. Resisting impulses and orienting oneself towards goals are both important behaviors implicated in successfully navigating life. Further research on these networks may help us create therapies or treatments to increase Conscientiousness and reduce self-compromising, maladaptive, externalizing behaviors.
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    Resting State Functional Connectivity and Conscientiousness
    (2017-03) Rueter, Amanda
    Of the Big Five traits, Conscientiousness is most closely associated with individual differences in goal attainment, but little is known about its neural basis. We tested the novel hypothesis that a network resembling the salience and ventral attention networks may be one of the main neural substrates of Conscientiousness. Self- and peer-ratings of Conscientiousness were collected in a sample of adults (N = 218) who underwent a resting-state fMRI scan. An independent component analysis was conducted identifying four subcomponents of a network we named the goal priority network (GPN). We examined coherence within and between these GPN subcomponents, and results indicate that coherence in one of the components, comprising insula and dorsal anterior cingulate cortex (dACC), is significantly associated with Conscientiousness. Our results support the hypothesis that variation in the GPN may be central to trait Conscientiousness, and that this network may be components of one overarching goal maintenance network.