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Clinical, cortical thickness and neural activity predictors of future affective lability in youth at risk for bipolar disorder: initial discovery and independent sample replication
- Source :
- Molecular psychiatry
- Publication Year :
- 2018
-
Abstract
- We aimed to identify markers of future affective lability in youth at bipolar disorder risk from the Pittsburgh Bipolar Offspring Study (BIOS) (n = 41, age = 14, SD = 2.30), and validate these predictors in an independent sample from the Longitudinal Assessment of Manic Symptoms study (LAMS) (n = 55, age = 13.7, SD = 1.9). We included factors of mixed/mania, irritability, and anxiety/depression (29 months post MRI scan) in regularized regression models. Clinical and demographic variables, along with neural activity during reward and emotion processing and gray matter structure in all cortical regions at baseline, were used to predict future affective lability factor scores, using regularized regression. Future affective lability factor scores were predicted in both samples by unique combinations of baseline neural structure, function, and clinical characteristics. Lower bilateral parietal cortical thickness, greater left ventrolateral prefrontal cortex thickness, lower right transverse temporal cortex thickness, greater self-reported depression, mania severity, and age at scan predicted greater future mixed/mania factor score. Lower bilateral parietal cortical thickness, greater right entorhinal cortical thickness, greater right fusiform gyral activity during emotional face processing, diagnosis of major depressive disorder, and greater self-reported depression severity predicted greater irritability factor score. Greater self-reported depression severity predicted greater anxiety/depression factor score. Elucidating unique clinical and neural predictors of future-specific affective lability factors is a step toward identifying objective markers of bipolar disorder risk, to provide neural targets to better guide and monitor early interventions in bipolar disorder at-risk youth.
- Subjects :
- 0301 basic medicine
Adult
Male
Bipolar Disorder
Adolescent
Anxiety
Irritability
Article
03 medical and health sciences
Cellular and Molecular Neuroscience
Young Adult
0302 clinical medicine
Risk Factors
Parietal Lobe
Neural Pathways
medicine
Humans
Bipolar disorder
Longitudinal Studies
Young adult
Molecular Biology
Temporal cortex
Cerebral Cortex
Psychiatric Status Rating Scales
youth
Depressive Disorder, Major
business.industry
Depression
affective lability
Regression analysis
prediction
cortical thickness
medicine.disease
Prognosis
Anxiety Disorders
Magnetic Resonance Imaging
Temporal Lobe
Psychiatry and Mental health
030104 developmental biology
Major depressive disorder
Female
medicine.symptom
business
Mania
030217 neurology & neurosurgery
Biomarkers
Clinical psychology
MRI
Subjects
Details
- Language :
- English
- ISSN :
- 14765578 and 13594184
- Volume :
- 24
- Issue :
- 12
- Database :
- OpenAIRE
- Journal :
- Molecular psychiatry
- Accession number :
- edsair.doi.dedup.....48b4cbcbe41488a207866a9ff639ee14