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1.
Autism Res ; 9(8): 846-53, 2016 08.
Article in English | MEDLINE | ID: mdl-26613541

ABSTRACT

Adults with autism spectrum disorder (ASD) may describe other individuals differently compared with typical adults. In this study, we first asked participants to describe closely related individuals such as parents and close friends with 10 positive and 10 negative characteristics. We then used standard natural language processing methods to digitize and visualize these descriptions. The complex patterns of these descriptive sentences exhibited a difference in semantic space between individuals with ASD and control participants. Machine learning algorithms were able to automatically detect and discriminate between these two groups. Furthermore, we showed that these descriptive sentences from adults with ASD exhibited fewer connections as defined by word-word co-occurrences in descriptions, and these connections in words formed a less "small-world" like network. Autism Res 2016, 9: 846-853. © 2015 International Society for Autism Research, Wiley Periodicals, Inc.


Subject(s)
Autism Spectrum Disorder/psychology , Family/psychology , Friends/psychology , Semantics , Social Behavior , Adult , Female , Humans , Male
2.
J Autism Dev Disord ; 44(6): 1332-46, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24234677

ABSTRACT

The affective circumplex model holds that emotions can be described as linear combinations of two underlying, independent neurophysiological systems (arousal, valence). Given research suggesting individuals with autism spectrum disorders (ASD) have difficulty processing emotions, we used the circumplex model to compare how individuals with ASD and typically-developing (TD) individuals respond to facial emotions. Participants (51 ASD, 80 TD) rated facial expressions along arousal and valence dimensions; we fitted closed, smooth, 2-dimensional curves to their ratings to examine overall circumplex contours. We modeled individual and group influences on parameters describing curve contours to identify differences in dimensional effects across groups. Significant main effects of diagnosis indicated the ASD-group's ratings were constricted for the entire circumplex, suggesting range constriction across all emotions. Findings did not change when covarying for overall intelligence.


Subject(s)
Arousal , Child Development Disorders, Pervasive/psychology , Facial Expression , Adolescent , Adult , Affect , Case-Control Studies , Child , Female , Humans , Male , Middle Aged , Models, Psychological , Young Adult
3.
Am J Psychiatry ; 171(1): 34-43, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24129927

ABSTRACT

Clinically significant separation anxiety disorder in childhood leads to adult panic disorder and other anxiety disorders. The prevailing pathophysiological model of anxiety disorders, which emphasizes extinction deficits of fear-conditioned responses, does not fully consider the role of separation anxiety. Pathological early childhood attachments have far-reaching consequences for the later adult ability to experience and internalize positive relationships in order to develop mental capacities for self-soothing, anxiety tolerance, affect modulation, and individuation. Initially identified in attachment research, the phenomenon of separation anxiety is supported by animal model, neuroimaging, and genetic studies. A role of oxytocin is postulated. Adults, inured to their anxiety, often do not identify separation anxiety as problematic, but those who develop anxiety and mood disorders respond more poorly to both pharmacological and psychotherapeutic interventions. This poorer response may reflect patients' difficulty in forming and maintaining attachments, including therapeutic relationships. Psychotherapies that focus on relationships and separation anxiety may benefit patients with separation anxiety by using the dyadic therapist-patient relationship to recapture and better understand important elements of earlier pathological parent-child relationships.


Subject(s)
Anxiety Disorders/etiology , Anxiety Disorders/therapy , Anxiety, Separation/psychology , Object Attachment , Adult , Animals , Anxiety Disorders/psychology , Child , Disease Models, Animal , Humans , Models, Psychological , Social Support
4.
Hum Brain Mapp ; 34(2): 253-71, 2013 Feb.
Article in English | MEDLINE | ID: mdl-22076792

ABSTRACT

Differing imaging modalities provide unique channels of information to probe differing aspects of the brain's structural or functional organization. In combination, differing modalities provide complementary and mutually informative data about tissue organization that is more than their sum. We acquired and spatially coregistered data in four MRI modalities--anatomical MRI, functional MRI, diffusion tensor imaging (DTI), and magnetic resonance spectroscopy (MRS)--from 20 healthy adults to understand how interindividual variability in measures from one modality account for variability in measures from other modalities at each voxel of the brain. We detected significant correlations of local volumes with the magnitude of functional activation, suggesting that underlying variation in local volumes contributes to individual variability in functional activation. We also detected significant inverse correlations of NAA (a putative measure of neuronal density and viability) with volumes of white matter in the frontal cortex, with DTI-based measures of tissue organization within the superior longitudinal fasciculus, and with the magnitude of functional activation and default-mode activity during simple visual and motor tasks, indicating that substantial variance in local volumes, white matter organization, and functional activation derives from an underlying variability in the number or density of neurons in those regions. Many of these imaging measures correlated with measures of intellectual ability within differing brain tissues and differing neural systems, demonstrating that the neural determinants of intellectual capacity involve numerous and disparate features of brain tissue organization, a conclusion that could be made with confidence only when imaging the same individuals with multiple MRI modalities.


Subject(s)
Brain/anatomy & histology , Brain/physiology , Magnetic Resonance Imaging/methods , Acoustic Stimulation , Adult , Algorithms , Attention/physiology , Brain Chemistry , Cognition/physiology , Data Interpretation, Statistical , Diffusion Tensor Imaging , Female , Humans , Image Processing, Computer-Assisted , Intelligence Tests , Magnetic Resonance Spectroscopy , Male , Middle Aged , Neuropsychological Tests , Psychomotor Performance/physiology , Young Adult
5.
Child Adolesc Psychiatr Clin N Am ; 22(1): 1-31, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23164125

ABSTRACT

This article provides a selective review of the neuroscience and child-psychoanalytic literature, focusing on areas of significant overlap and emphasizing comprehensive theories in developmental neuroscience and child psychoanalysis with testable mechanisms of action. Topics include molecular biology and genetics findings relevant to psychotherapy research, neuroimaging findings relevant to psychotherapy, brain regions of interest for psychotherapy, neurobiologic changes caused by psychotherapy, use of neuroimaging to predict treatment outcome, and schemas as a bridging concept between psychodynamic and cognitive neuroscience models. The combined efforts of neuroscientists and psychodynamic clinicians and theorists are needed to unravel the mechanisms of human mental functioning.


Subject(s)
Brain/physiology , Mental Disorders/genetics , Mental Processes/physiology , Adolescent , Adolescent Development/physiology , Brain-Derived Neurotrophic Factor/physiology , Child , Child Development/physiology , Epigenomics , Functional Neuroimaging/methods , Humans , Interpersonal Relations , Mental Disorders/physiopathology , Mental Disorders/therapy , Models, Psychological , Neurosciences/methods , Psychoanalysis/methods , Psychotherapy/methods , Repetition Priming , Treatment Outcome
6.
Am J Psychiatry ; 169(1): 22-30, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22193528

ABSTRACT

OBJECTIVE: The authors assessed the methodological quality of randomized controlled trials of cognitive-behavioral therapy (CBT) for depression using the Randomized Controlled Trial Psychotherapy Quality Rating Scale (RCT-PQRS). They then compared the quality of CBT trials with that of psychodynamic therapy trials, predicting that CBT trials would have higher quality. The authors also sought to examine the relationship between quality and outcome in the CBT trials. METHOD: An independent-samples t test was used to compare CBT and psychodynamic therapy trials for average total quality score. Metaregression was used to examine the relationship between quality score and effect size in the CBT trials. RESULTS: A total of 120 trials of CBT for depression met inclusion criteria. Their mean total quality score on the RCT-PQRS was 25.7 (SD=8.90), which falls into the lower range of adequate quality. In contrast to our prediction, no significant difference was observed in overall quality between CBT and psychodynamic therapy trials. Lower quality was related to both larger effect sizes and greater variability of effect sizes when analyzed across all available comparisons to CBT. CONCLUSIONS: On average, randomized controlled trials of CBT and of psychodynamic therapy did not differ significantly in quality. In CBT trials, low quality appeared to reduce the reliability and validity of trial results. These findings highlight the importance of discerning quality in individual psychotherapy trials and also point toward specific methodological standards for the future.


Subject(s)
Cognitive Behavioral Therapy , Depressive Disorder/therapy , Randomized Controlled Trials as Topic , Depressive Disorder, Major/therapy , Humans , Psychotherapy , Randomized Controlled Trials as Topic/standards , Regression Analysis , Treatment Outcome
7.
J Am Psychoanal Assoc ; 59(3): 549-52, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21885708
8.
Am J Psychiatry ; 168(1): 19-28, 2011 Jan.
Article in English | MEDLINE | ID: mdl-20843868

ABSTRACT

OBJECTIVE: The Ad Hoc Subcommittee for Evaluation of the Evidence Base for Psychodynamic Psychotherapy of the APA Committee on Research on Psychiatric Treatments developed the Randomized Controlled Trial Psychotherapy Quality Rating Scale (RCT-PQRS). The authors report results from application of the RCT-PQRS to 94 randomized controlled trials of psychodynamic psycho-therapy published between 1974 and May 2010. METHOD: Five psychotherapy researchers from a range of therapeutic orientations rated a single published paper from each study. RESULTS: The RCT-PQRS had good interrater reliability and internal consistency. The mean total quality score was 25.1 (SD=8.8). More recent studies had higher total quality scores. Sixty-three of 103 comparisons between psychodynamic psychotherapy and a nondynamic comparator were of "adequate" quality. Of 39 comparisons of a psychodynamic treatment and an "active" comparator, six showed dynamic treatment to be superior, five showed dynamic treatment to be inferior, and 28 showed no difference (few of which were powered for equivalence). Of 24 adequate comparisons of psychodynamic psychotherapy with an "inactive" comparator, 18 found dynamic treatment to be superior. CONCLUSIONS: Existing randomized controlled trials of psychodynamic psychotherapy are promising but mostly show superiority of psychodynamic psychotherapy to an inactive comparator. This would be sufficient to make psychodynamic psychotherapy an "empirically validated" treatment (per American Psychological Association Division 12 standards) only if further randomized controlled trials of adequate quality and sample size replicated findings of existing positive trials for specific disorders. We do not yet know what will emerge when other psychotherapies are subjected to this form of quality-based review.


Subject(s)
Peer Review, Health Care/methods , Psychotherapy/statistics & numerical data , Randomized Controlled Trials as Topic , Humans , Psychotherapy/methods
9.
J Autism Dev Disord ; 41(8): 1007-18, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21042872

ABSTRACT

The relationship between adaptive functioning and autism symptomatology was examined in 1,089 verbal youths with ASD examining results on Vineland-II, IQ, and measures of ASD severity. Strong positive relationships were found between Vineland subscales and IQ. Vineland Composite was negatively associated with age. IQ accounted a significant amount of the variance in overall adaptive skills (55%) beyond age and ASD severity. Individuals with ASD demonstrated significant adaptive deficits and negligible associations were found between the level of autism symptomatology and adaptive behavior. The results indicate that IQ is a strong predictor of adaptive behavior, the gap between IQ and adaptive impairments decreases in lower functioning individuals with ASD, and older individuals have a greater gap between IQ and adaptive skills.


Subject(s)
Adaptation, Psychological , Child Development Disorders, Pervasive/psychology , Social Adjustment , Adolescent , Child , Child, Preschool , Female , Humans , Intelligence , Male , Neuropsychological Tests , Social Behavior
10.
Compr Psychiatry ; 51(3): 319-24, 2010.
Article in English | MEDLINE | ID: mdl-20399343

ABSTRACT

CONTEXT: In 2004, the American Psychiatric Association's Committee on Research on Psychiatric Treatments appointed a subcommittee to investigate the status of empirical evidence with regard to psychodynamic psychotherapy. OBJECTIVE: As a part of this effort, the committee developed a rating scale designed to assess the quality of randomized controlled trials (RCTs) of psychotherapy. DATA SOURCES: A 25-item RCT of Psychotherapy Quality Rating Scale was generated by expert consensus. Interrater reliability, internal consistency, and validity testing were undertaken using 7 trained raters. STUDY SELECTION: A PubMed search was conducted to locate all RCTs of psychotherapies identified by their authors as being "psychodynamic" or "psychoanalytic" in origin and implementation. DATA EXTRACTION: A total of 69 RCTs were independently rated by 2 raters. DATA SYNTHESIS: The scale was found to have good interrater reliability (total score intraclass correlation = 0.76), internal consistency (Cronbach alpha = .87), and external validity. CONCLUSIONS: This scale establishes a new standard for the design and execution of psychotherapy RCTs and provides a systematic empirical method for evaluating the quality of published RCTs.


Subject(s)
Psychoanalytic Therapy , Randomized Controlled Trials as Topic/standards , Research Design/standards , Evidence-Based Medicine/standards , Evidence-Based Medicine/statistics & numerical data , Humans , Observer Variation , Pilot Projects , Reproducibility of Results , Research Design/statistics & numerical data , Treatment Outcome
14.
Arch Gen Psychiatry ; 66(1): 51-63, 2009 Jan.
Article in English | MEDLINE | ID: mdl-19124688

ABSTRACT

CONTEXT: Disturbances in neural systems that mediate voluntary self-regulatory processes may contribute to bulimia nervosa (BN) by releasing feeding behaviors from regulatory control. OBJECTIVE: To study the functional activity in neural circuits that subserve self-regulatory control in women with BN. DESIGN: We compared functional magnetic resonance imaging blood oxygenation level-dependent responses in patients with BN with healthy controls during performance of the Simon Spatial Incompatibility task. SETTING: University research institute. PARTICIPANTS: Forty women: 20 patients with BN and 20 healthy control participants. Main Outcome Measure We used general linear modeling of Simon Spatial Incompatibility task-related activations to compare groups on their patterns of brain activation associated with the successful or unsuccessful engagement of self-regulatory control. RESULTS: Patients with BN responded more impulsively and made more errors on the task than did healthy controls; patients with the most severe symptoms made the most errors. During correct responding on incongruent trials, patients failed to activate frontostriatal circuits to the same degree as healthy controls in the left inferolateral prefrontal cortex (Brodmann area [BA] 45), bilateral inferior frontal gyrus (BA 44), lenticular and caudate nuclei, and anterior cingulate cortex (BA 24/32). Patients activated the dorsal anterior cingulate cortex (BA 32) more when making errors than when responding correctly. In contrast, healthy participants activated the anterior cingulate cortex more during correct than incorrect responses, and they activated the striatum more when responding incorrectly, likely reflecting an automatic response tendency that, in the absence of concomitant anterior cingulate cortex activity, produced incorrect responses. CONCLUSIONS: Self-regulatory processes are impaired in women with BN, likely because of their failure to engage frontostriatal circuits appropriately. These findings enhance our understanding of the pathogenesis of BN by pointing to functional abnormalities within a neural system that subserves self-regulatory control, which may contribute to binge eating and other impulsive behaviors in women with BN.


Subject(s)
Brain/physiopathology , Bulimia Nervosa/physiopathology , Image Processing, Computer-Assisted , Internal-External Control , Magnetic Resonance Imaging , Oxygen/blood , Adolescent , Adult , Bulimia Nervosa/diagnosis , Bulimia Nervosa/psychology , Caudate Nucleus/physiopathology , Corpus Striatum/physiopathology , Discrimination, Psychological/physiology , Dominance, Cerebral/physiology , Female , Frontal Lobe/physiopathology , Gyrus Cinguli/physiopathology , Humans , Impulsive Behavior/diagnosis , Impulsive Behavior/physiopathology , Impulsive Behavior/psychology , Nerve Net/physiopathology , Orientation/physiology , Pattern Recognition, Visual/physiology , Prefrontal Cortex/physiopathology , Psychomotor Performance/physiology , Reference Values
15.
J Am Acad Child Adolesc Psychiatry ; 47(11): 1233-51, 2008 Nov.
Article in English | MEDLINE | ID: mdl-18833009

ABSTRACT

OBJECTIVE: To review the maturational events that occur during prenatal and postnatal brain development and to present neuroimaging findings from studies of healthy individuals that identify the trajectories of normal brain development. METHOD: Histological and postmortem findings of early brain development are presented, followed by a discussion of anatomical, diffusion tensor, proton spectroscopy, and functional imaging findings from studies of healthy individuals, with special emphasis on longitudinal data. RESULTS: Early brain development occurs through a sequence of major events, beginning with the formation of the neural tube and ending with myelination. Brain development at a macroscopic level typically proceeds first in sensorimotor areas, spreading subsequently and progressively into dorsal and parietal, superior temporal, and dorsolateral prefrontal cortices throughout later childhood and adolescence. These patterns of anatomical development parallel increasing activity in frontal cortices that subserves the development of higher-order cognitive functions during late childhood and adolescence. Disturbances in these developmental patterns seem to be involved centrally in the pathogenesis of various childhood psychiatric disorders including childhood-onset schizophrenia, attention-deficit/hyperactivity disorder, developmental dyslexia, Tourette's syndrome, and bipolar disorder. CONCLUSIONS: Advances in imaging techniques have enhanced our understanding of normal developmental trajectories in the brain, which may improve insight into the abnormal patterns of development in various childhood psychiatric disorders.


Subject(s)
Brain/physiopathology , Diffusion Magnetic Resonance Imaging , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Mental Disorders/physiopathology , Adolescent , Age Factors , Aged , Aged, 80 and over , Animals , Atrophy , Attention/physiology , Brain/pathology , Child , Child, Preschool , Emotions/physiology , Female , Humans , Infant , Infant, Newborn , Middle Aged , Neuropsychological Tests , Pregnancy , Young Adult
19.
Neuropsychologia ; 46(8): 2129-39, 2008.
Article in English | MEDLINE | ID: mdl-18440572

ABSTRACT

Increasing evidence supports the existence of distinct neural systems that subserve two dimensions of affect--arousal and valence. Ten adult participants underwent functional magnetic resonance imaging during which they were presented a range of standardized faces and then asked, during the scan, to rate the emotional expressions of the faces along the dimensions of arousal and valence. Lower ratings of arousal accompanied greater activity in the amygdala complex, cerebellum, dorsal pons, and right medial prefrontal cortex (mPFC). More negative ratings of valence accompanied greater activity in the dorsal anterior cingulate (dACC) and parietal cortices. Extreme ratings of valence (highly positive and highly negative ratings) accompanied greater activity in the temporal cortex and fusiform gyrus. Building on an empirical literature which suggests that the amygdala serves as a salience and ambiguity detector, we interpret our findings as showing that a face rated as having low arousal is more ambiguous and a face rated as having extreme valence is more personally salient. This explains how both low arousal and extreme valence lead to greater activation of an ambiguity/salience system subserved by the amygdala, cerebellum, and dorsal pons. In addition, the right medial prefrontal cortex appears to down-regulate individual ratings of arousal, whereas the fusiform and related temporal cortices seem to up-regulate individual assessments of extreme valence when individual ratings are studied relative to group reference ratings for each stimulus. The simultaneous assessment of the effects of arousal and valence proved essential for the identification of neural systems contributing to the processing of emotional faces.


Subject(s)
Affect/physiology , Arousal/physiology , Brain Mapping , Brain/physiology , Cognition/physiology , Facial Expression , Adult , Brain/anatomy & histology , Brain/blood supply , Female , Humans , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging , Male , Oxygen/blood , Pattern Recognition, Visual/physiology , Photic Stimulation/methods , Reference Values , Statistics as Topic
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