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ABSTRACT: Background
Changes in neural circuitry function may be associated with longitudinal changes in psychiatric symptom severity. Identification of these relationships may aid in elucidating the neural basis of psychiatric symptom evolution over time. We aimed to distinguish these relationships using data from the Longitudinal Assessment of Manic Symptoms (LAMS) cohort.Methods
Forty-one youth completed two study visits (mean=21.3 months). Elastic-net regression (Multiple response Gaussian family) identified emotional regulation neural circuitry that changed in association with changes in depression, mania, anxiety, affect lability, and positive mood and energy dysregulation, accounting for clinical and demographic variables.Results
Non-zero coefficients between change in the above symptom measures and change in activity over the inter-scan interval were identified in right amygdala and left ventrolateral prefrontal cortex. Differing patterns of neural activity change were associated with changes in each of the above symptoms over time. Specifically, from Scan1 to Scan2, worsening affective lability and depression severity were associated with increased right amygdala and left ventrolateral prefrontal cortical activity. Worsening anxiety and positive mood and energy dysregulation were associated with decreased right amygdala and increased left ventrolateral prefrontal cortical activity. Worsening mania was associated with increased right amygdala and decreased left ventrolateral prefrontal cortical activity. These changes in neural activity between scans accounted for 13.6% of the variance; that is 25% of the total explained variance (39.6%) in these measures.Conclusions
Distinct neural mechanisms underlie changes in different mood and anxiety symptoms overtime.
SUBMITTER: Bertocci MA
PROVIDER: S-EPMC5416876 | biostudies-literature | 2017 May
REPOSITORIES: biostudies-literature
Bertocci Michele A MA Bebko Genna G Dwojak Amanda A Iyengar Satish S Ladouceur Cecile D CD Fournier Jay C JC Versace Amelia A Perlman Susan B SB Almeida Jorge R C JRC Travis Michael J MJ Gill Mary Kay MK Bonar Lisa L Schirda Claudiu C Diwadkar Vaibhav A VA Sunshine Jeffrey L JL Holland Scott K SK Kowatch Robert A RA Birmaher Boris B Axelson David D Horwitz Sarah M SM Frazier Thomas T Arnold L Eugene LE Fristad Mary A MA Youngstrom Eric A EA Findling Robert L RL Phillips Mary L ML
Biological psychiatry. Cognitive neuroscience and neuroimaging 20170501 4
<h4>Background</h4>Changes in neural circuitry function may be associated with longitudinal changes in psychiatric symptom severity. Identification of these relationships may aid in elucidating the neural basis of psychiatric symptom evolution over time. We aimed to distinguish these relationships using data from the Longitudinal Assessment of Manic Symptoms (LAMS) cohort.<h4>Methods</h4>Forty-one youth completed two study visits (mean=21.3 months). Elastic-net regression (Multiple response Gaus ...[more]