Adolescence is a critical period for maturation of neurobiological processes that underlie higher cognitive functions and social and emotional behavior. Recent studies have applied new advances in ...magnetic resonance imaging to increase understanding of the neurobiological changes that occur during the transition from childhood to early adulthood. Structural imaging data indicate progressive and regressive changes in the relative volumes of specific brain regions, although total brain volume is not significantly altered. The prefrontal cortex matures later than other regions and its development is paralleled by increased abilities in abstract reasoning, attentional shifting, response inhibition and processing speed. Changes in emotional capacity, including improvements in affective modulation and discrimination of emotional cues, are also seen during adolescence. Functional imaging studies using cognitive and affective challenges have shown that frontal cortical networks undergo developmental changes in processing. In summary, brain regions that underlie attention, reward evaluation, affective discrimination, response inhibition and goal-directed behavior undergo structural and functional re-organization throughout late childhood and early adulthood. Evidence from recent imaging studies supports a model by which the frontal cortex adopts an increasingly regulatory role. These neurobiological changes are believed to contribute, in part, to the range in cognitive and affective behavior seen during adolescence.
The Adolescent Brain Cognitive Development (ABCD) Study is an ongoing, nationwide study of the effects of environmental influences on behavioral and brain development in adolescents. The main ...objective of the study is to recruit and assess over eleven thousand 9-10-year-olds and follow them over the course of 10 years to characterize normative brain and cognitive development, the many factors that influence brain development, and the effects of those factors on mental health and other outcomes. The study employs state-of-the-art multimodal brain imaging, cognitive and clinical assessments, bioassays, and careful assessment of substance use, environment, psychopathological symptoms, and social functioning. The data is a resource of unprecedented scale and depth for studying typical and atypical development. The aim of this manuscript is to describe the baseline neuroimaging processing and subject-level analysis methods used by ABCD. Processing and analyses include modality-specific corrections for distortions and motion, brain segmentation and cortical surface reconstruction derived from structural magnetic resonance imaging (sMRI), analysis of brain microstructure using diffusion MRI (dMRI), task-related analysis of functional MRI (fMRI), and functional connectivity analysis of resting-state fMRI. This manuscript serves as a methodological reference for users of publicly shared neuroimaging data from the ABCD Study.
•An overview of the MRI processing pipeline for the ABCD Study.•A discussion on the challenges of large, multisite population studies.•A methodological reference for users of publicly shared data from the ABCD Study.•Preliminary results from technical survey of baseline dataset.
Objectives
Structural abnormalities in cortical and subcortical regions, including the orbitofrontal cortex (OFC), are altered during brain development in adolescents with bipolar disorder (BD), ...which may increase risk for suicide. Few studies have examined the neural substrates of suicidal behavior in BD youth. The aim of the present study was to investigate the relationship between suicide behavior and the OFC in youth with BD.
Methods
Thirty‐seven participants with BD and 26 non‐psychiatric controls, ages 13‐21 years, completed a diagnostic interview and mood rating scales. Lifetime symptoms of suicide ideation and behavior were examined using the Columbia Suicide Severity Rating Scale. Participants underwent magnetic resonance imaging on a 3T Siemens Verio scanner. Morphometric analysis of brain images was performed using FreeSurfer.
Results
Eighteen participants with BD had a history of suicide attempt (SA). Bipolar youth with a history of SA showed reduced left lateral OFC volumes compared to controls, but there was no difference between BD attempters and non‐attempters. Controls and BD non‐attempters had significantly greater OFC cortical thickness than BD attempters. Additionally, there was a significant negative correlation between OFC volumes and suicide lethality, demonstrating that as suicide lethality increased, OFC volume in BD youth was reduced.
Conclusions
The OFC is involved in decision‐making, impulsivity, and reward circuitry which have shown to be impaired in BD. Reduced OFC volume and its association with lethality of suicide suggest that suicide behavior in BD may be related to the emerging neuroanatomical substrates of the disorder, particularly abnormalities of the OFC.
Childhood overweight/obesity has been associated with negative consequences related to brain function and may involve alterations in white matter pathways important for cognitive and emotional ...processing. Aerobic physical activity is a promising lifestyle factor that could restore white matter alterations. However, little is known about either regional white matter alterations in children with overweight/obesity or the effects of aerobic physical activity targeting the obesity-related brain alterations in children. Using a large-scale cross-sectional population-based dataset of US children aged 9 to 10 years (n = 8019), this study explored the associations between overweight/obesity and microstructure of limbic white matter tracts, and examined whether aerobic physical activity may reduce the overweight/obesity-related white matter alterations in children. The primary outcome measure was restriction spectrum imaging (RSI)-derived white matter microstructural integrity measures. The number of days in a week that children engaged in aerobic physical activity for at least 60 minutes per day was assessed. We found that females with overweight/obesity had lower measures of integrity of the fimbria-fornix, a major limbic-hippocampal white matter tract, than their lean peers, while this difference was not significant in males. We also found a positive relationship between the number of days of aerobic physical activity completed in a week and integrity measures of the fimbria-fornix in females with overweight/obesity. Our results provide cross-sectional evidence of sex-specific microstructural alteration in the fimbria-fornix in children with overweight/obesity and suggest that aerobic physical activity may play a role in reducing this alteration. Future work should examine the causal direction of the relationship between childhood overweight/obesity and brain alterations and evaluate potential interventions to validate the effects of aerobic physical activity on this relationship.
The adolescent brain, with ongoing prefrontal maturation, may be more vulnerable to drug use‐related neurotoxic changes as compared to the adult brain. We investigated whether the use of ...methamphetamine (MA), a highly addictive psychostimulant, during adolescence affect metabolic and cognitive functions of the anterior cingulate cortex (ACC). In adolescent MA users (n = 44) and healthy adolescents (n = 53), the levels of N‐acetyl aspartate (NAA), a neuronal marker, were examined in the ACC using proton magnetic resonance spectroscopy. The Stroop color–word task was used to assess Stroop interference, which may reflect cognitive functions of behavior monitoring and response selection that are mediated by the ACC. Adolescent MA users had lower NAA levels in the ACC (t = −2.88, P = 0.005) and relatively higher interference scores (t = 2.03, P = 0.045) than healthy adolescents. Moreover, there were significant relationships between lower NAA levels in the ACC and worse interference scores in adolescent MA users (r = −0.61, P < 0.001). Interestingly, early onset of MA use, as compared to late onset, was related to both lower NAA levels in the ACC (t = −2.24, P = 0.03) as well as lower performance on interference measure of the Stroop color–word task (t = 2.25, P = 0.03). The current findings suggest that metabolic dysfunction in the ACC and its related cognitive impairment may play an important role in adolescent‐onset addiction, particularly during early adolescence.
In this study using proton magnetic resonance spectroscopy, we found that the use of methamphetamine, a highly addictive psychostimulant, during adolescence may be associated with metabolic dysfunction in the anterior cingulate cortex and its related cognitive impairment. Interestingly, the age of exposure is critical for the methamphetamine‐induced neurotoxic consequences.
Objectives
There is a critical need to better understand the factors underlying the increased suicide risk for youth with bipolar disorder (BD) in order to develop targeted prevention efforts. This ...study aimed to examine differences in characteristics of suicide ideation (SI) in youth with BD compared to youth with major depressive disorder (MDD) that may be associated with increased suicide risk.
Methods
One hundred and fifty‐one participants (92 MDD and 59 BD), ages 13–21, completed a diagnostic interview and clinical assessments. Lifetime symptoms of SI and SA were assessed using the Columbia Suicide Severity Rating Scale. Ordinal logistic regression models were used to investigate whether the diagnostic group predicted the severity and intensity of the most severe or most common SI with the age of onset, age, and gender as covariates.
Results
Compared to MDD youth, BD youth were more likely to report experiencing more severe SI, p = 0.039, experiencing the most severe SI more frequently, p = 0.002, having less control of the most severe SI, p = 0.012, and that deterrents were less likely to stop them from acting on the most severe SI, p = 0.006.
Conclusion
This study highlights differences in the severity and intensity of SI in youth with BD and suggests that youth with BD have greater difficulty inhibiting thoughts of SI which may lead to less resistance to suicide action. Findings underscore the need for a more detailed assessment of SI in youth with BD to better understand SI as a proximal risk factor for future SA and a potential target for intervention.
•Cognitive deficits are a transdiagnostic risk factor for suicide behavior.•Impairments in cognitive control were reported during suicide ideation and attempts.•Deficits in inhibitory function may ...play a role in the progression from suicidal thoughts to attempts.•Future studies of suicidality need to utilize RDoC paradigms and comprehensive suicide assessment.
Neurocognitive deficits are associated with both suicide behavior (SB) and psychiatric disorders. Application of a transdiagnostic framework to identify neurocognitive commonalities of SB may clarify important risk factors of SB across psychiatric disorders. The aim of this study was to conduct a qualitative systematic literature review of SB using the Research Domain Criteria (RDoC) Cognitive Systems framework to determine if cognitive deficits exist independently of psychiatric disorders in SB. The following six constructs that encompass the Cognitive Systems domain were assessed: 1) Attention, 2) Cognitive Control, 3) Declarative Memory, 4) Language, 5) Perception, and 6) Working Memory. A total of 1386 abstracts were identified and 74 studies met the inclusion criteria for this review. The majority of studies reviewed (65%) had significant differences in cognition between individuals with and without SB. Seventy-nine percent of studies with a patient control group showed significant cognitive deficits in SB groups. Deficits in cognitive control were associated with SB and had the greatest percentage of studies with significant main findings. Use of the RDoC cognitive systems framework to evaluate SB revealed that cognitive deficits may be a transdiagnostic risk factor for SB, especially alterations in cognitive control.
There is a need to improve the understanding of the neurobiological underpinnings of traumatic brain injury (TBI). Individuals with TBI experience comorbidities such as posttraumatic stress disorder ...(PTSD) with considerable symptom overlap including depression and hyperarousal, confounding the ability to identify specific TBI-related brain changes. The aims of the current study were to investigate hippocampal and amygdalar volumes in Veterans with TBI with (TBI + PTSD,
n
= 32) and without (TBI - PTSD,
n
= 25) PTSD. Shape analysis was employed to reveal any relationship between the hippocampus and depressive symptoms in TBI subgroups. 32 TBI + PTSD, 25 TBI - PTSD, and 25 age-matched healthy male Veterans underwent an MRI scan on a 3 Tesla scanner and a clinical evaluation. The TBI + PTSD and the TBI + hyperarousal (met criteria for the hyperarousal symptom cluster, regardless of PTSD diagnosis) subgroup had trend-level larger left amygdalar volume than the TBI - PTSD subgroup and the TBI - hyperarousal subgroup, respectively. However, there was no significant difference between the TBI group as a whole and healthy controls (HC). There was a significant negative correlation between the Hamilton Rating Scale for Depression score (HAM-D) and left hippocampal volume and a positive correlation between the HAM-D score and left amygdalar volume in the TBI group. Left hippocampal volume was correlated with the HAM-D score only in the TBI + PTSD and not in TBI - PTSD subgroup. Shape analyses revealed a significant correlation between the HAM-D score and the CA1 and subiculum regions of the left hippocampus. Our results suggest that the amygdala may be a neuroanatomical correlate in mediating PTSD-like symptoms in Veterans with TBI. The results of shape analysis suggest that alterations in the CA1 and subiculum subregions of hippocampus may have a role in depression and PTSD.
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