Searched for: Department/Unit:Child and Adolescent Psychiatry
The DTI Challenge: Toward Standardized Evaluation of Diffusion Tensor Imaging Tractography for Neurosurgery
Pujol, Sonia; Wells, William; Pierpaoli, Carlo; Brun, Caroline; Gee, James; Cheng, Guang; Vemuri, Baba; Commowick, Olivier; Prima, Sylvain; Stamm, Aymeric; Goubran, Maged; Khan, Ali; Peters, Terry; Neher, Peter; Maier-Hein, Klaus H; Shi, Yundi; Tristan-Vega, Antonio; Veni, Gopalkrishna; Whitaker, Ross; Styner, Martin; Westin, Carl-Fredrik; Gouttard, Sylvain; Norton, Isaiah; Chauvin, Laurent; Mamata, Hatsuho; Gerig, Guido; Nabavi, Arya; Golby, Alexandra; Kikinis, Ron
BACKGROUND AND PURPOSE: Diffusion tensor imaging (DTI) tractography reconstruction of white matter pathways can help guide brain tumor resection. However, DTI tracts are complex mathematical objects and the validity of tractography-derived information in clinical settings has yet to be fully established. To address this issue, we initiated the DTI Challenge, an international working group of clinicians and scientists whose goal was to provide standardized evaluation of tractography methods for neurosurgery. The purpose of this empirical study was to evaluate different tractography techniques in the first DTI Challenge workshop. METHODS: Eight international teams from leading institutions reconstructed the pyramidal tract in four neurosurgical cases presenting with a glioma near the motor cortex. Tractography methods included deterministic, probabilistic, filtered, and global approaches. Standardized evaluation of the tracts consisted in the qualitative review of the pyramidal pathways by a panel of neurosurgeons and DTI experts and the quantitative evaluation of the degree of agreement among methods. RESULTS: The evaluation of tractography reconstructions showed a great interalgorithm variability. Although most methods found projections of the pyramidal tract from the medial portion of the motor strip, only a few algorithms could trace the lateral projections from the hand, face, and tongue area. In addition, the structure of disagreement among methods was similar across hemispheres despite the anatomical distortions caused by pathological tissues. CONCLUSIONS: The DTI Challenge provides a benchmark for the standardized evaluation of tractography methods on neurosurgical data. This study suggests that there are still limitations to the clinical use of tractography for neurosurgical decision making.
PMCID:4641305
PMID: 26259925
ISSN: 1552-6569
CID: 1779692
Investigating Maternal Brain Structure and its Relationship to Substance Use and Motivational Systems
Rutherford, Helena J V; Gerig, Guido; Gouttard, Sylvain; Potenza, Marc N; Mayes, Linda C
Substance use during pregnancy and the postpartum period may have significant implications for both mother and the developing child. However, the neurobiological basis of the impact of substance use on parenting is less well understood. Here, we examined the impact of maternal substance use on cortical gray matter (GM) and white matter (WM) volumes and whether this was associated with individual differences in motivational systems of behavioral activation and inhibition. Mothers were included in the substance-using group if any addictive substance was used during pregnancy and/or in the immediate postpartum period (within 3 months of delivery). GM volume was reduced in substance-using mothers compared to non-substance-using mothers, particularly in frontal brain regions. In substance-using mothers, we also found that frontal GM was negatively correlated with levels of behavioral activation (i.e., the motivation to approach rewarding stimuli). This effect was absent in non-substance-using mothers. Taken together, these findings indicate a reduction in GM volume is associated with substance use and that frontal GM volumetric differences may be related to approach motivation in substance-using mothers.
PMCID:4553640
PMID: 26339203
ISSN: 1551-4056
CID: 1779682
Altered corpus callosum morphology associated with autism over the first 2 years of life
Wolff, Jason J; Gerig, Guido; Lewis, John D; Soda, Takahiro; Styner, Martin A; Vachet, Clement; Botteron, Kelly N; Elison, Jed T; Dager, Stephen R; Estes, Annette M; Hazlett, Heather C; Schultz, Robert T; Zwaigenbaum, Lonnie; Piven, Joseph
Numerous brain imaging studies indicate that the corpus callosum is smaller in older children and adults with autism spectrum disorder. However, there are no published studies examining the morphological development of this connective pathway in infants at-risk for the disorder. Magnetic resonance imaging data were collected from 270 infants at high familial risk for autism spectrum disorder and 108 low-risk controls at 6, 12 and 24 months of age, with 83% of infants contributing two or more data points. Fifty-seven children met criteria for ASD based on clinical-best estimate diagnosis at age 2 years. Corpora callosa were measured for area, length and thickness by automated segmentation. We found significantly increased corpus callosum area and thickness in children with autism spectrum disorder starting at 6 months of age. These differences were particularly robust in the anterior corpus callosum at the 6 and 12 month time points. Regression analysis indicated that radial diffusivity in this region, measured by diffusion tensor imaging, inversely predicted thickness. Measures of area and thickness in the first year of life were correlated with repetitive behaviours at age 2 years. In contrast to work from older children and adults, our findings suggest that the corpus callosum may be larger in infants who go on to develop autism spectrum disorder. This result was apparent with or without adjustment for total brain volume. Although we did not see a significant interaction between group and age, cross-sectional data indicated that area and thickness differences diminish by age 2 years. Regression data incorporating diffusion tensor imaging suggest that microstructural properties of callosal white matter, which includes myelination and axon composition, may explain group differences in morphology.
PMCID:4492413
PMID: 25937563
ISSN: 1460-2156
CID: 1779712
Prenatal drug exposure affects neonatal brain functional connectivity
Salzwedel, Andrew P; Grewen, Karen M; Vachet, Clement; Gerig, Guido; Lin, Weili; Gao, Wei
Prenatal drug exposure, particularly prenatal cocaine exposure (PCE), incurs great public and scientific interest because of its associated neurodevelopmental consequences. However, the neural underpinnings of PCE remain essentially uncharted, and existing studies in school-aged children and adolescents are confounded greatly by postnatal environmental factors. In this study, leveraging a large neonate sample (N = 152) and non-invasive resting-state functional magnetic resonance imaging, we compared human infants with PCE comorbid with other drugs (such as nicotine, alcohol, marijuana, and antidepressant) with infants with similar non-cocaine poly drug exposure and drug-free controls. We aimed to characterize the neural correlates of PCE based on functional connectivity measurements of the amygdala and insula at the earliest stage of development. Our results revealed common drug exposure-related connectivity disruptions within the amygdala-frontal, insula-frontal, and insula-sensorimotor circuits. Moreover, a cocaine-specific effect was detected within a subregion of the amygdala-frontal network. This pathway is thought to play an important role in arousal regulation, which has been shown to be irregular in PCE infants and adolescents. These novel results provide the earliest human-based functional delineations of the neural-developmental consequences of prenatal drug exposure and thus open a new window for the advancement of effective strategies aimed at early risk identification and intervention.
PMCID:4388938
PMID: 25855194
ISSN: 1529-2401
CID: 1779722
Accurate age classification of 6 and 12 month-old infants based on resting-state functional connectivity magnetic resonance imaging data
Pruett, John R Jr; Kandala, Sridhar; Hoertel, Sarah; Snyder, Abraham Z; Elison, Jed T; Nishino, Tomoyuki; Feczko, Eric; Dosenbach, Nico U F; Nardos, Binyam; Power, Jonathan D; Adeyemo, Babatunde; Botteron, Kelly N; McKinstry, Robert C; Evans, Alan C; Hazlett, Heather C; Dager, Stephen R; Paterson, Sarah; Schultz, Robert T; Collins, D Louis; Fonov, Vladimir S; Styner, Martin; Gerig, Guido; Das, Samir; Kostopoulos, Penelope; Constantino, John N; Estes, Annette M; Petersen, Steven E; Schlaggar, Bradley L; Piven, Joseph
Human large-scale functional brain networks are hypothesized to undergo significant changes over development. Little is known about these functional architectural changes, particularly during the second half of the first year of life. We used multivariate pattern classification of resting-state functional connectivity magnetic resonance imaging (fcMRI) data obtained in an on-going, multi-site, longitudinal study of brain and behavioral development to explore whether fcMRI data contained information sufficient to classify infant age. Analyses carefully account for the effects of fcMRI motion artifact. Support vector machines (SVMs) classified 6 versus 12 month-old infants (128 datasets) above chance based on fcMRI data alone. Results demonstrate significant changes in measures of brain functional organization that coincide with a special period of dramatic change in infant motor, cognitive, and social development. Explorations of the most different correlations used for SVM lead to two different interpretations about functional connections that support 6 versus 12-month age categorization.
PMCID:4385423
PMID: 25704288
ISSN: 1878-9307
CID: 1779732
Short-term test-retest reliability of resting state fMRI metrics in children with and without attention-deficit/hyperactivity disorder
Somandepalli, Krishna; Kelly, Clare; Reiss, Philip T; Zuo, Xi-Nian; Cameron Craddock, R; Yan, Chao-Gan; Petkova, Eva; Xavier Castellanos, F; Milham, Michael P; Di Martino, Adriana
To date, only one study has examined test-retest reliability of resting state fMRI (R-fMRI) in children, none in clinical developing groups. Here, we assessed short-term test-retest reliability in a sample of 46 children (11-17.9 years) with attention-deficit/hyperactivity disorder (ADHD) and 57 typically developing children (TDC). Our primary test-retest reliability measure was the intraclass correlation coefficient (ICC), quantified for a range of R-fMRI metrics. We aimed to (1) survey reliability within and across diagnostic groups, and (2) compare voxel-wise ICC between groups. We found moderate-to-high ICC across all children and within groups, with higher-order functional networks showing greater ICC. Nearly all R-fMRI metrics exhibited significantly higher ICC in TDC than in children with ADHD for one or more regions. In particular, posterior cingulate and ventral precuneus exhibited group differences in ICC across multiple measures. In the context of overall moderate-to-high test-retest reliability in children, regional differences in ICC related to diagnostic groups likely reflect the underlying pathophysiology for ADHD. Our currently limited understanding of the factors contributing to inter- and intra-subject variability in ADHD underscores the need for large initiatives aimed at examining their impact on test-retest reliability in both clinical and developing populations.
PMID: 26365788
ISSN: 1878-9307
CID: 1779102
Depression and Service Use Among Caregivers Dually Involved in the Child Welfare and Mental Health Systems
Acri, Mary; Gopalan, Geetha; Lalayants, Marina; McKay, Mary M
INTRODUCTION: The purpose of this study was to investigate the prevalence of depression, use of mental health services, and correlates of service use among caregivers who are dually involved in the child welfare and child mental health systems. METHODS: This study analyzed baseline data from 129 caregivers who reported child welfare system involvement and were participating in a Multiple Family Group service delivery model to reduce childhood disruptive behavior disorders. RESULTS: Seventy-eight (60.5%) of caregivers met or exceed the clinical-cut off for depression; of them 50 (64.1%) reported utilizing mental health services for their emotional health. Race, employment status, and CES-D score were significantly associated with lifetime mental heath services use. DISCUSSION: Depression rates exceeded those found among caregiver involved in either the child welfare or child mental health systems. Rates of service use were higher than found in existing research. As expected, racial differences and depression were associated with service use; contrary to expectations, full time employment was not associated with service use. Discrepancies between this study and existing research are discussed, as are practice, policy, and research implications.
PMCID:4565603
PMID: 26366130
ISSN: 1533-2985
CID: 1779112
Blogging and Social Media for Mental Health Education and Advocacy: a Review for Psychiatrists
Peek, Holly S; Richards, Misty; Muir, Owen; Chan, Steven Richard; Caton, Michael; MacMillan, Carlene
We live in a digital age where information can be found instantaneously via the Internet. Studies have shown that consumers search for much of their medical information on the Internet, particularly utilizing blogs and social media platforms. As the mental health field is riddled with misinformation and stigma, this offers a unique opportunity for psychiatrists and mental health professionals to reach a broad audience for mental health education and advocacy. In this review, we discuss the various methods and techniques for blogging and social media. We then review the current recommendations for ethics and professionalism as well as make recommendations to strengthen our guidance in this new and evolving field.
PMID: 26377948
ISSN: 1535-1645
CID: 1778262
ADHD diagnostic and symptom assessment scales for adults
Chapter by: Adler, Lenard A; Shaw, David M; Alperin, Samuel
in: Attention-deficit hyperactivity disorder in adults and children by Adler, Lenard A; Spencer, Thomas J; Wilens, Timothy E [Eds]
New York, NY, US: Cambridge University Press, 2015
pp. 224-232
ISBN: 978-0-521-11398-4
CID: 1775302
Neuroimaging of ADHD
Chapter by: Jun, Jesse M; Castellanos, F. Xavier
in: Attention-deficit hyperactivity disorder in adults and children by Adler, Lenard A; Spencer, Thomas J; Wilens, Timothy E [Eds]
New York, NY, US: Cambridge University Press, 2015
pp. 198-209
ISBN: 978-0-521-11398-4
CID: 1775312