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White Matter Microstructure in Pediatric Bipolar Disorder and Disruptive Mood Dysregulation Disorder
Julia O Linke1, Nancy E Adleman2, Joelle Sarlls3
1Emotion and Development Branch, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland.
Insights
Disruptive mood dysregulation disorder (DMDD) and bipolar disorder (BD) show distinct white matter differences. DMDD involves localized changes, while BD shows widespread alterations, both linked to irritability symptoms.
Area of Science:
- Neuroimaging
- Child and Adolescent Psychiatry
- Brain Function
Background:
- Disruptive mood dysregulation disorder (DMDD) is characterized by chronic irritability.
- Youth with bipolar disorder (BD) also exhibit irritability, but with episodic symptoms.
- Aberrant white matter microstructure is a known finding in BD, but its presence in DMDD is unclear.
Purpose of the Study:
- To investigate white matter microstructure differences between DMDD, BD, and healthy volunteers (HV).
- To determine if white matter alterations in DMDD and BD relate to irritability symptoms.
- To explore the diagnostic differentiation between DMDD and BD using neuroimaging data.
Main Methods:
- Diffusion tensor imaging (DTI) data acquired from 118 participants (36 BD, 44 DMDD, 38 HV).
- Analysis of fractional anisotropy (FA), axial diffusivity (AD), and radial diffusivity (RD) using tract-based spatial statistics.
- Gaussian process classifiers trained to predict diagnostic groups.
Main Results:
- Reduced FA in the corticospinal tract in BD vs. DMDD.
- In DMDD vs. HV, reduced FA and AD were found in the anterior corpus callosum.
- Widespread FA reductions and increased RD observed in BD vs. HV; FA associated with irritability.
Conclusions:
- Aberrant white matter microstructure is linked to both DMDD and BD diagnoses and irritability.
- DMDD shows regionally discrete alterations with reduced AD, distinct from BD's widespread RD increases.
- Findings aid in understanding DMDD pathophysiology and differentiating it from BD.
Objective:
Disruptive mood dysregulation disorder (DMDD) codifies severe, chronic irritability. Youths with bipolar disorder (BD) also present with irritability, but with an episodic course. To date, it is not clear whether aberrant white matter microstructure-a well-replicated finding in BD-can be observed in DMDD and relates to symptoms of irritability.
Method:
We acquired diffusion tensor imaging data from 118 participants (BD = 36, DMDD = 44, healthy volunteers (HV = 38). Images of fractional anisotropy (FA), axial diffusivity (AD), and radial diffusivity (RD) were processed with tract-based spatial statistics controlling for age and sex. The data were also used to train Gaussian process classifiers to predict diagnostic group.
Results:
In BD vs DMDD, FA in the corticospinal tract was reduced. In DMDD vs HV, reductions in FA and AD were confined to the anterior corpus callosum. In BD vs HV, widespread reductions in FA and increased RD were observed. FA in the anterior corpus callosum and corticospinal tract was negatively associated with irritability. The Gaussian process classifier could not discriminate between BD and DMDD, but achieved 68% accuracy in predicting DMDD vs HV and 75% accuracy in predicting BD vs HV.
Conclusion:
Aberrant white matter microstructure was associated with both categorical diagnosis and the dimension of irritability. Alterations in DMDD were regionally discrete and related to reduced AD. In BD, we observed widespread increases in RD, supporting the hypothesis of altered myelination in BD. These findings will contribute to the pathophysiological understanding of DMDD and its differentiation from BD.
Clinical Trial Registration Information:
Studies of Brain Function and Course of Illness in Pediatric Bipolar Disorder; https://clinicaltrials.gov/; NCT00025935; Child & Adolescent Bipolar Disorder Brain Imaging and Treatment Study; https://clinicaltrials.gov/; NCT00006177.
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