Social dominance mediates the association of testosterone and neurobehavioral disinhibition with risk for substance use disorder.

This investigation determined the influence of testosterone and neurobehavioral disinhibition (ND) on risk for substance use disorder (SUD). Testosterone level during puberty was hypothesized to promote social dominance associated with norm-violating behavior that, in turn, predisposes individuals to use of illicit drugs and, subsequently, SUD. Using a prospective paradigm, the authors recruited 179 boys (mean age=11.62 years, SD=0.88) and followed up when participants were ages 12-14, 16, 19, and 22. Results indicated that social dominance/norm-violating behavior (SD/NVB) at age 16 mediated the association between testosterone level (ages 12-14) and SUD (age 22). In addition, SD/NVB mediated the association between ND and SUD. These findings suggest that development of SUD is influenced by androgen-dependent and neurobehavioral processes via a social motivational style characterized by SD/NVB. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

Item response theory modeling of substance use: An index based on 10 drug categories.

This study examined the psychometric characteristics of an index of substance use involvement using item response theory. The sample consisted of 292 men and 140 women who qualified for a Diagnostic and Statistical Manual of Mental Disorders (3rd ed., rev.; American Psychiatric Association, 1987) substance use disorder (SUD) diagnosis and 293 men and 445 women who did not qualify for a SUD diagnosis. The results indicated that men ha4 a higher probability of endorsing substance use compared with women. The index significantly predicted health, psychiatric, and psychosocial disturbances as well as level of substance use behavior and severity of SUD after a 2-year follow-up. Finally, this index is a reliable and useful prognostic indicator of the risk for SUD and the medical and psychosocial sequelae of drug consumption. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

Phosphorus-31 magnetic resonance brain spectroscopy of children at risk for a substance use disorder: preliminary results

The purpose of this exploratory investigation was to evaluate the heuristic potential of 31P magnetic resonance spectroscopy (MRS) in elucidating a neurobiologic component of the liability for a substance use disorder (SUD). We investigated 31P MRS spectra employing chemical shift imaging (CSI) derived from four distinct anatomic brain locations (i.e. frontal, occipital, right parietal, left parietal) in three groups of peripubertal children who are hypothesized to be at increasing levels of familial SUD risk. Specifically, we studied children with a positive paternal family history of SUD and a disruptive behavior disorder (DBD) diagnosis (SUD+/DBD+; n = 10), in contrast, to those with a positive paternal SUD history in the absence of other psychopathology (SUD+/DBD-; n = 13) and matched control children from normal families (SUD-/DBD-; n = 13). In addition, we examined neurocognitive tests of our subjects to determine any associations between cognitive capacities with regional 31P MRS spectra. The highest-risk sample (SUD+/DBD+) demonstrated a diminished proportion of phosphodiesters confined to the right parietal voxel. This right parietal phosphodiester proportion correlated only with the Information Scale score on a standard intelligence test for children. This suggested a relationship between general learning ability and motivation for academic achievement and right parietal physiology in the highest-risk sample. Variations in synaptic pruning could account for this observation.     

Reliability and validity of the Social Phobia and Anxiety Inventory for adolescents.

Although social anxiety is known to be common among adolescents, there are no self-report measures with demonstrated reliability and validity for this population. The Social Phobia and Anxiety Inventory (SPAI) is a measure of social anxiety developed for adults. The purpose of this study was to determine the reliability and validity of the SPAI for adolescents. The sample consisted of 223 adolescents (aged 12–18 yrs) from both clinical and community sources. Confirmatory factor analysis established the validity of the 2 separate factors of Social Phobia and Agoraphobia. Reliability estimates by Cronbach alpha were acceptable for the SPAI subscales and total. The SPAI demonstrated good construct validity, showing statistically significant relationships with independent measures of social phobia and other anxiety variables. The results demonstrate that the SPAI is a reliable and valid measure of social phobia for adolescents. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

A New CNN-Based Model for Financial Time Series: TAIEX and FTSE Stocks Forecasting

Neural Processing Letters - Financial time series forecasting has been becoming one of the most attractive topics in so many aspects owing to its broad implementation areas and substantial impact....     

Association between hyperactivity and executive cognitive functioning in childhood and substance use in early adolescence

OBJECTIVE: To determine whether deficient executive cognitive functioning (ECF) in association with high behavioral activity level comprise components of the liability to substance abuse. METHOD: A high-risk (HR) group having fathers with a lifetime DSM-III-R diagnosis of a psychoactive substance use disorder was compared with a low-average-risk (LAR) group whose fathers had neither psychoactive substance use disorder nor another adult Axis I psychiatric disorder. ECF and behavioral activity were measured using neuropsychological tests, activity monitor, diagnostic interview, and informant ratings when the subjects were 10 to 12 years of age. Alcohol, tobacco, and cannabis use were measured at 2-year follow-up. RESULTS: At baseline, the HR group had a significantly higher behavioral activity level and exhibited poorer performance on ECF tests than the LAR group. By early adolescence, HR subjects had a higher lifetime rate of tobacco and cannabis use and earlier age at onset of cannabis use. ECF capacity, but not behavioral activity level, predicted tobacco and cannabis use, total number of drugs ever tried, and severity of drug involvement. ECF accounted for additional variance beyond the effects of conduct problems on these outcomes. CONCLUSION: Whereas behavioral activity and ECF capacity in late childhood distinguishes HR from LAR youth, childhood ECF capacity is the more salient predictor of drug use in early adolescence.     

Association Among Parental Substance Use Disorder, P300 Amplitude, and Neurobehavioral Disinhibition in Preteen Boys at High Risk for Substance Use Disorder.

The P300 amplitude of the event-related potential as a mediator of the association between parental substance use disorder (SUD) and child's neurobehavioral disinhibition was assessed. The P300 amplitude was recorded using an oddball task in sons of fathers having either lifetime SUD (n = 105) or no psychiatric disorder (n = 160). Neurobehavioral disinhibition was assessed using measures of affect regulation, behavior control, and executive cognitive function. Parental SUD and child's P300 amplitude accounted for, respectively, 16.6% and 16.8% of neurobehavioral disinhibition variance. Controlling for parental and child psychopathology, an association between parental SUD and child's P300 amplitude was not observed. It was concluded that the P300 amplitude does not mediate the association between parental SUD and child's neurobehavioral disinhibition. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

Item response theory analysis of diagnostic criteria for alcohol and cannabis use disorders in adolescents: Implications for DSM-V.

Item response theory (IRT) has advantages over classical test theory in evaluating diagnostic criteria. In this study, the authors used IRT to characterize the psychometric properties of Diagnostic and Statistical Manual of Mental Disorders, 4th edition (DSM-IV; American Psychiatric Association, 1994) alcohol and cannabis use disorder symptoms among 472 clinical adolescents. For both substances, DSM-IV symptoms fit a model specifying a unidimensional latent trait of problem severity. Threshold (severity) parameters did not distinguish abuse and dependence symptoms. Abuse symptoms of legal problems and hazardous use, and dependence symptoms of tolerance, unsuccessful attempts to quit, and physical-psychological problems, showed relatively poor discrimination of problem severity. There were gender differences in thresholds for hazardous use, legal problems, and physical-psychological problems. The results illustrate limitations of DSM-IV criteria for alcohol and cannabis use disorders when applied to adolescents. The development process for the fifth edition (DSM-V) should be informed by statistical models such as those used in this study. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

Developmental trajectory classes in substance use disorder etiology.

Three trajectory classes culminating in substance use disorder (SUD) were discerned in a longitudinal study of boys from ages 10-12 to 22 years. Neurobehavior disinhibition, parental SUD, socioeconomic status, and affiliation with deviant peers were measured at baseline. Approval of socially nonnormative behavior was measured at ages 10-12, 12-14, 16, and 19 years. Two high-risk trajectories, indicated by increasing approval of antisociality and progressive social maladjustment during adolescence (SUD rate = 72.7%) and stable high level of disturbance (SUD rate = 85%), were identified. Individual characteristics (neurobehavior disinhibition) in conjunction with contextual factors (low socioeconomic status, parental SUD, affiliation with deviant friends) promote approval of antisociality during adolescence and a high rate of SUD by young adulthood. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

Modeling the pathways linking childhood hyperactivity and substance use disorder in young adulthood.

This study modeled direct and mediated pathways linking childhood hyperactivity and substance use disorder (SUD). Boys (n = 112) were administered the revised Drug Use Screening Inventory at age 12-14 years and the Structured Clinical Interview for DSM-IV at age 22 years. Six newly derived scales having established heritability were conceptually organized into internalizing and externalizing pathways to SUD emanating from childhood hyperactivity. Hyperactivity directly predicts SUD. Neuroticism, conduct problems, and their respective manifestations of social withdrawal and school problems mediated the association between hyperactivity and SUD. Hyperactivity also predicted neuroticism that, in turn, predicted low self-esteem leading to social withdrawal and SUD. These results indicate that hyperactivity is a diathesis for both internalizing and externalizing disturbances that, in turn, portend differential expression of psychosocial maladjustment presaging SUD. (PsycINFO Database Record (c) 2010 APA, all rights reserved)