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1.
J Am Acad Child Adolesc Psychiatry ; 59(12): 1371-1379, 2020 12.
Article in English | MEDLINE | ID: mdl-32860907

ABSTRACT

OBJECTIVE: Irritable mood, a common and impairing symptom in psychopathology, has been proposed to underlie the developmental link between oppositional problems in youth and depression in adulthood. We examined the neural correlates of adolescent irritability in IMAGEN, a sample of 2,024 14-year-old adolescents from 5 European countries. METHOD: The Development and Well-Being Assessment (DAWBA) was used to assess attention-deficit/hyperactivity disorder, major depressive disorder, oppositional defiant disorder, and generalized anxiety disorder. Three items from the DAWBA, selected as close matches to the Affective Reactivity Index, were used to assess irritability. Structural magnetic resonance imaging was examined using whole-brain voxel-based morphometry analysis, and functional magnetic resonance imaging was examined during a stop signal task of inhibitory control. Imaging data were included in structural equation models to examine the direct and indirect associations between irritable mood and comorbid DSM diagnoses. RESULTS: Whole-brain voxelwise analysis showed that adolescent irritable mood was associated with less gray matter volume and less neural activation underlying inhibitory control in frontal and temporal cortical areas (cluster-correction at p < .05). Structural equation models suggested that part of the observed smaller gray matter volume was exclusively driven by irritability separate from direct relationships between generalized anxiety disorder (or attention-deficit/hyperactivity disorder, major depressive disorder, or oppositional defiant disorder) and gray matter volume. CONCLUSION: This study identifies adolescent irritability as an independent construct and points to a neurobiological correlate to irritability that is an important contributing feature to many psychopathological disorders.


Subject(s)
Depressive Disorder, Major , Irritable Mood , Adolescent , Adult , Attention Deficit and Disruptive Behavior Disorders/diagnostic imaging , Attention Deficit and Disruptive Behavior Disorders/epidemiology , Comorbidity , Depressive Disorder, Major/epidemiology , Europe , Humans
2.
Occup Environ Med ; 77(5): 301-308, 2020 05.
Article in English | MEDLINE | ID: mdl-32079717

ABSTRACT

OBJECTIVES: To explore the association of sickness absence ascribed to pain at specific anatomical sites with wider propensity to musculoskeletal pain. METHODS: As part of the CUPID (Cultural and Psychosocial Influences on Disability) study, potential risk factors for sickness absence from musculoskeletal pain were determined for 11 922 participants from 45 occupational groups in 18 countries. After approximately 14 months, 9119 (78%) provided follow-up information about sickness in the past month because of musculoskeletal pain, including 8610 who were still in the same job. Associations with absence for pain at specific anatomical sites were assessed by logistic regression and summarised by ORs with 95% CIs. RESULTS: 861 participants (10%) reported absence from work because of musculoskeletal pain during the month before follow-up. After allowance for potential confounders, risk of absence ascribed entirely to low back pain (n=235) increased with the number of anatomical sites other than low back that had been reported as painful in the year before baseline (ORs 1.6 to 1.7 for ≥4 vs 0 painful sites). Similarly, associations with wider propensity to pain were observed for absence attributed entirely to pain in the neck (ORs up to 2.0) and shoulders (ORs up to 3.4). CONCLUSIONS: Sickness absence for pain at specific anatomical sites is importantly associated with wider propensity to pain, the determinants of which extend beyond established risk factors such as somatising tendency and low mood. Better understanding of why some individuals are generally more prone to musculoskeletal pain might point to useful opportunities for prevention.


Subject(s)
Occupational Diseases/epidemiology , Occupational Diseases/etiology , Pain/epidemiology , Pain/etiology , Sick Leave/statistics & numerical data , Absenteeism , Adult , Female , Global Health , Humans , Logistic Models , Low Back Pain , Male , Middle Aged , Musculoskeletal Pain , Neck Pain , Pilocarpine , Risk Factors , Shoulder Pain , Surveys and Questionnaires
3.
Neuroimage ; 210: 116441, 2020 04 15.
Article in English | MEDLINE | ID: mdl-31811901

ABSTRACT

Though adolescence is a time of emerging sex differences in emotions, sex-related differences in the anatomy of the maturing brain has been under-explored over this period. The aim of this study was to investigate whether puberty and sexual differentiation in brain maturation could explain emotional differences between girls and boys during adolescence. We adapted a dedicated longitudinal pipeline to process structural and diffusion images from 335 typically developing adolescents between 14 and 16 years. We used voxel-based and Regions of Interest approaches to explore sex and puberty effects on brain and behavioral changes during adolescence. Sexual differences in brain maturation were characterized by amygdala and hippocampal volume increase in boys and decrease in girls. These changes were mediating the sexual differences in positive emotional regulation as illustrated by positive attributes increase in boys and decrease in girls. Moreover, the differential maturation rates between the limbic system and the prefrontal cortex highlighted the delayed maturation in boys compared to girls. This is the first study to show the sex effects on the differential cortico/subcortical maturation rates and the interaction between sex and puberty in the limbic system maturation related to positive attributes, reported as being protective from emotional disorders.


Subject(s)
Adolescent Development/physiology , Diffusion Tensor Imaging , Emotional Regulation/physiology , Limbic System , Prefrontal Cortex , Puberty/physiology , Sex Characteristics , Adolescent , Female , Humans , Limbic System/anatomy & histology , Limbic System/diagnostic imaging , Limbic System/growth & development , Longitudinal Studies , Male , Prefrontal Cortex/anatomy & histology , Prefrontal Cortex/diagnostic imaging , Prefrontal Cortex/growth & development
4.
Addict Biol ; 25(3): e12781, 2020 05.
Article in English | MEDLINE | ID: mdl-31328396

ABSTRACT

Heavy drinker adolescents: altered brainstem microstructure.


The cortical-cerebellar circuit is vulnerable to heavy drinking (HD) in adults. We hypothesized early microstructural modifications of the pons/midbrain region, containing core structures of the reward system, in HD adolescents. Thirty-two otherwise symptom-free HDs at age 14 (HD14) and 24 abstainers becoming HDs at age 16 (HD16) were identified in the community with the Alcohol Use Disorders Identification Test (AUDIT) and compared with abstainers. The monetary incentive delay (MID) task assessed reward-sensitive performance. Voxelwise statistics of diffusion tensor imaging (DTI) values in the thalamo-ponto-mesencephalic region were obtained using tract-based spatial statistics. Projections between the ventral tegmental area (VTA) and the nucleus accumbens (NAcc) were identified by probabilistic tractography. Lower fraction of anisotropy and higher radial diffusivity (RD) values were detected in the upper dorsal pons of HD14 adolescents, and a trend for higher RD in HD16, compared with abstainers. When expecting reward, HD14 had higher MID task success scores than abstainers, and success scores were higher with a lower number of tracts in all adolescents. In symptom-free community adolescents, a region of lower white matter (WM) integrity in the pons at age 14 was associated with current HD and predicted HD at age 16. HD was related to reward sensitivity.


Subject(s)
Alcohol Abstinence , Alcoholism/diagnostic imaging , Nucleus Accumbens/diagnostic imaging , Pons/diagnostic imaging , Reward , Underage Drinking , Ventral Tegmental Area/diagnostic imaging , White Matter/diagnostic imaging , Adolescent , Alcohol Abstinence/psychology , Alcoholism/psychology , Anisotropy , Brain Stem/diagnostic imaging , Diffusion Tensor Imaging , Female , Humans , Male , Motivation , Underage Drinking/psychology
5.
BMC Musculoskelet Disord ; 20(1): 436, 2019 Sep 18.
Article in English | MEDLINE | ID: mdl-31533791

ABSTRACT

BACKGROUND: Previous research has indicated that wide international variation in the prevalence of disabling low back pain among working populations is largely driven by factors predisposing to musculoskeletal pain more generally. This paper explores whether the same applies to disabling wrist/hand pain (WHP). METHODS: Using data from the Cultural and Psychosocial Influences on Disability (CUPID) study, we focused on workers from 45 occupational groups (office workers, nurses and other workers) in 18 countries. Among 11,740 participants who completed a baseline questionnaire about musculoskeletal pain and potential risk factors, 9082 (77%) answered a further questionnaire after a mean interval of 14 months, including 1373 (15%) who reported disabling WHP in the month before follow-up. Poisson regression was used to assess associations of this outcome with baseline risk factors, including the number of anatomical sites other than wrist/hand that had been painful in the 12 months before baseline (taken as an index of general propensity to pain). RESULTS: After allowance for other risk factors, the strongest associations were with general pain propensity (prevalence rate ratio for an index ≥6 vs. 0: 3.6, 95% confidence interval 2.9-4.4), and risk rose progressively as the index increased. The population attributable fraction for a pain propensity index > 0 was 49.4%. The prevalence of disabling WHP by occupational group ranged from 0.3 to 36.2%, and correlated strongly with mean pain propensity index (correlation coefficient 0.86). CONCLUSION: Strategies to prevent disability from WHP among working populations should explore ways of reducing general propensity to pain, as well as improving the ergonomics of occupational tasks.


Subject(s)
Disabled Persons/statistics & numerical data , Global Burden of Disease/statistics & numerical data , Musculoskeletal Pain/epidemiology , Occupational Diseases/epidemiology , Wrist Joint/physiopathology , Adult , Cross-Cultural Comparison , Ergonomics , Female , Follow-Up Studies , Humans , Male , Middle Aged , Musculoskeletal Pain/physiopathology , Musculoskeletal Pain/prevention & control , Occupational Diseases/physiopathology , Occupational Diseases/prevention & control , Prevalence , Risk Factors , Surveys and Questionnaires/statistics & numerical data , Young Adult
6.
Article in English | MEDLINE | ID: mdl-31072760

ABSTRACT

BACKGROUND: Studying the neural consequences of tobacco smoking during adolescence, including those associated with early light use, may help expose the mechanisms that underlie the transition from initial use to nicotine dependence in adulthood. However, only a few studies in adolescents exist, and they include small samples. In addition, the neural mechanism, if one exists, that links nicotinic receptor genes to smoking behavior in adolescents is still unknown. METHODS: Structural and diffusion tensor magnetic resonance imaging data were acquired from a large sample of 14-year-old adolescents who completed an extensive battery of neuropsychological, clinical, personality, and drug-use assessments. Additional assessments were conducted at 16 years of age. RESULTS: Exposure to smoking in adolescents, even at low doses, is linked to volume changes in the ventromedial prefrontal cortex and to altered neuronal connectivity in the corpus callosum. The longitudinal analyses strongly suggest that these effects are not preexisting conditions in those who progress to smoking. There was a genetic contribution wherein the volume reduction effects were magnified in smokers who were carriers of the high-risk genotype of the alpha 5 nicotinic receptor subunit gene, rs16969968. CONCLUSIONS: These findings give insight into a mechanism involving genes, brain structure, and connectivity underlying why some adolescents find nicotine especially addictive.


Subject(s)
Brain/drug effects , Cigarette Smoking/genetics , Cigarette Smoking/pathology , Nerve Tissue Proteins/genetics , Receptors, Nicotinic/genetics , Tobacco Use Disorder/genetics , Tobacco Use Disorder/pathology , White Matter/drug effects , Adolescent , Brain/pathology , Cigarette Smoking/adverse effects , Diffusion Tensor Imaging , Female , Humans , Male , Neuropsychological Tests , Polymorphism, Single Nucleotide , White Matter/pathology
7.
Transl Psychiatry ; 9(1): 103, 2019 02 25.
Article in English | MEDLINE | ID: mdl-30804326

ABSTRACT

This study examines the effects of puberty and sex on the intrinsic functional connectivity (iFC) of brain networks, with a focus on the default-mode network (DMN). Consistently implicated in depressive disorders, the DMN's function may interact with puberty and sex in the development of these disorders, whose onsets peak in adolescence, and which show strong sex disproportionality (females > males). The main question concerns how the DMN evolves with puberty as a function of sex. These effects are expected to involve within- and between-network iFC, particularly, the salience and the central-executive networks, consistent with the Triple-Network Model. Resting-state scans of an adolescent community sample (n = 304, male/female: 157/147; mean/std age: 14.6/0.41 years), from the IMAGEN database, were analyzed using the AFNI software suite and a data reduction strategy for the effects of puberty and sex. Three midline regions (medial prefrontal, pregenual anterior cingulate, and posterior cingulate), within the DMN and consistently implicated in mood disorders, were selected as seeds. Within- and between-network clusters of the DMN iFC changed with pubertal maturation differently in boys and girls (puberty-X-sex). Specifically, pubertal maturation predicted weaker iFC in girls and stronger iFC in boys. Finally, iFC was stronger in boys than girls independently of puberty. Brain-behavior associations indicated that lower connectivity of the anterior cingulate seed predicted higher internalizing symptoms at 2-year follow-up. In conclusion, weaker iFC of the anterior DMN may signal disconnections among circuits supporting mood regulation, conferring risk for internalizing disorders.


Subject(s)
Affect/physiology , Brain/physiology , Nerve Net/physiopathology , Neural Pathways/physiopathology , Sex Factors , Sexual Maturation , Adolescent , Brain Mapping , Depressive Disorder/physiopathology , Female , Functional Neuroimaging , Gyrus Cinguli/physiopathology , Humans , Magnetic Resonance Imaging , Male , Self Report
8.
Cereb Cortex ; 29(5): 1866-1874, 2019 05 01.
Article in English | MEDLINE | ID: mdl-29912404

ABSTRACT

Youths with attention-deficit/hyperactivity disorder symptomatology often exhibit residual inattention and/or hyperactivity in adulthood; however, this is not true for all individuals. We recently reported that dimensional, multi-informant ratings of hyperactive/inattentive symptoms are associated with ventromedial prefrontal cortex (vmPFC) structure. Herein, we investigate the degree to which vmPFC structure during adolescence predicts hyperactive/inattentive symptomatology at 5-year follow-up. Structural equation modeling was used to test the extent to which adolescent vmPFC volume predicts hyperactive/inattentive symptomatology 5 years later in early adulthood. 1104 participants (M = 14.52 years, standard deviation = 0.42; 583 females) possessed hyperactive/inattentive symptom data at 5-year follow-up, as well as quality controlled neuroimaging data and complete psychometric data at baseline. Self-reports of hyperactive/inattentive symptomatology were obtained during adolescence and at 5-year follow-up using the Strengths and Difficulties Questionnaire (SDQ). At baseline and 5-year follow-up, a hyperactive/inattentive latent variable was derived from items on the SDQ. Baseline vmPFC volume predicted adult hyperactive/inattentive symptomatology (standardized coefficient = -0.274, P < 0.001) while controlling for baseline hyperactive/inattentive symptomatology. These results are the first to reveal relations between adolescent brain structure and adult hyperactive/inattentive symptomatology, and suggest that early structural development of the vmPFC may be consequential for the subsequent expression of hyperactive/inattentive symptoms.


Subject(s)
Attention Deficit Disorder with Hyperactivity/diagnostic imaging , Attention Deficit Disorder with Hyperactivity/pathology , Prefrontal Cortex/diagnostic imaging , Prefrontal Cortex/pathology , Adolescent , Adult , Attention/physiology , Female , Humans , Longitudinal Studies , Magnetic Resonance Imaging , Male , Organ Size , Psychomotor Agitation/diagnostic imaging , Psychomotor Agitation/pathology , Young Adult
9.
Psychol Med ; 49(5): 801-810, 2019 04.
Article in English | MEDLINE | ID: mdl-29909784

ABSTRACT

BACKGROUND: Abnormalities in reward circuit function are considered a core feature of addiction. Yet, it is still largely unknown whether these abnormalities stem from chronic drug use, a genetic predisposition, or both. METHODS: In the present study, we investigated this issue using a large sample of adolescent children by applying structural equation modeling to examine the effects of several dopaminergic polymorphisms of the D1 and D2 receptor type on the reward function of the ventral striatum (VS) and orbital frontal cortex (OFC), and whether this relationship predicted the propensity to engage in early alcohol misuse behaviors at 14 years of age and again at 16 years of age. RESULTS: The results demonstrated a regional specificity with which the functional polymorphism rs686 of the D1 dopamine receptor (DRD1) gene and Taq1A of the ANKK1 gene influenced medial and lateral OFC activation during reward anticipation, respectively. Importantly, our path model revealed a significant indirect relationship between the rs686 of the DRD1 gene and early onset of alcohol misuse through a medial OFC × VS interaction. CONCLUSIONS: These findings highlight the role of D1 and D2 in adjusting reward-related activations within the mesocorticolimbic circuitry, as well as in the susceptibility to early onset of alcohol misuse.


Subject(s)
Alcoholism/etiology , Alcoholism/genetics , Frontal Lobe/metabolism , Genetic Predisposition to Disease , Ventral Striatum/metabolism , Adolescent , Alcoholism/metabolism , Female , Frontal Lobe/diagnostic imaging , Humans , Magnetic Resonance Imaging , Male , Polymorphism, Genetic , Protein Serine-Threonine Kinases/genetics , Receptors, Dopamine D1/genetics , Receptors, Dopamine D1/metabolism , Receptors, Dopamine D2/metabolism , Reward , Ventral Striatum/diagnostic imaging
10.
Eur J Neurosci ; 50(3): 2346-2356, 2019 08.
Article in English | MEDLINE | ID: mdl-29889330

ABSTRACT

Cannabis use initiated during adolescence might precipitate negative consequences in adulthood. Thus, predicting adolescent cannabis use prior to any exposure will inform the aetiology of substance abuse by disentangling predictors from consequences of use. In this prediction study, data were drawn from the IMAGEN sample, a longitudinal study of adolescence. All selected participants (n = 1,581) were cannabis-naïve at age 14. Those reporting any cannabis use (out of six ordinal use levels) by age 16 were included in the outcome group (N = 365, males n = 207). Cannabis-naïve participants at age 14 and 16 were included in the comparison group (N = 1,216, males n = 538). Psychosocial, brain and genetic features were measured at age 14 prior to any exposure. Cross-validated regularized logistic regressions for each use level by sex were used to perform feature selection and obtain prediction error statistics on independent observations. Predictors were probed for sex- and drug-specificity using post-hoc logistic regressions. Models reliably predicted use as indicated by satisfactory prediction error statistics, and contained psychosocial features common to both sexes. However, males and females exhibited distinct brain predictors that failed to predict use in the opposite sex or predict binge drinking in independent samples of same-sex participants. Collapsed across sex, genetic variation on catecholamine and opioid receptors marginally predicted use. Using machine learning techniques applied to a large multimodal dataset, we identified a risk profile containing psychosocial and sex-specific brain prognostic markers, which were likely to precede and influence cannabis initiation.


Subject(s)
Adolescent Behavior/psychology , Brain/diagnostic imaging , Marijuana Use/genetics , Marijuana Use/psychology , Sex Characteristics , Social Behavior , Adolescent , Adolescent Behavior/physiology , Female , Forecasting , Humans , Longitudinal Studies , Magnetic Resonance Imaging/methods , Magnetic Resonance Imaging/trends , Male
11.
Am J Psychiatry ; 175(12): 1255-1264, 2018 12 01.
Article in English | MEDLINE | ID: mdl-30111185

ABSTRACT

OBJECTIVE: White matter microstructure alterations have recently been associated with depressive episodes during adolescence, but it is unknown whether they predate depression. The authors investigated whether subthreshold depression in adolescence is associated with white matter microstructure variations and whether they relate to depression outcome. METHOD: Adolescents with subthreshold depression (N=96) and healthy control subjects (N=336) drawn from a community-based cohort were compared using diffusion tensor imaging and whole brain tract-based spatial statistics (TBSS) at age 14 to assess white matter microstructure. They were followed up at age 16 to assess depression. Probabilistic tractography was used to reconstruct white matter streamlines spreading from the regions identified in the TBSS analysis and along bundles implicated in emotion regulation, the uncinate fasciculus and the cingulum. The authors searched for mediating effects of white matter microstructure on the relationship between baseline subthreshold depression and depression at follow-up, and then explored the specificity of the findings. RESULTS: Lower fractional anisotropy (FA) and higher radial diffusivity were found in the anterior corpus callosum in the adolescents with subthreshold depression. Tractography analysis showed that they also had lower FA in the right cingulum streamlines, along with lower FA and higher mean diffusivity in tracts connecting the corpus callosum to the anterior cingulate cortex. The relation between subthreshold depression at baseline and depression at follow-up was mediated by FA values in the latter tracts, and lower FA values in those tracts distinctively predicted higher individual risk for depression. CONCLUSIONS: Early FA variations in tracts projecting from the corpus callosum to the anterior cingulate cortex may denote a higher risk of transition to depression in adolescents.


Subject(s)
Depression/pathology , White Matter/ultrastructure , Adolescent , Brain/diagnostic imaging , Case-Control Studies , Corpus Callosum/ultrastructure , Depression/diagnostic imaging , Diffusion Magnetic Resonance Imaging , Diffusion Tensor Imaging , Female , Humans , Longitudinal Studies , Male , Neuroimaging , Prodromal Symptoms , Psychiatric Status Rating Scales , Risk Factors , Surveys and Questionnaires , White Matter/diagnostic imaging
12.
J Child Psychol Psychiatry ; 59(6): 650-658, 2018 06.
Article in English | MEDLINE | ID: mdl-29197086

ABSTRACT

BACKGROUND: Nociceptin is a key regulator linking environmental stress and alcohol drinking. In a genome-wide methylation analysis, we recently identified an association of a methylated region in the OPRL1 gene with alcohol-use disorders. METHODS: Here, we investigate the biological basis of this observation by analysing psychosocial stressors, methylation of the OPRL1 gene, brain response during reward anticipation and alcohol drinking in 660 fourteen-year-old adolescents of the IMAGEN study. We validate our findings in marchigian sardinian (msP) alcohol-preferring rats that are genetically selected for increased alcohol drinking and stress sensitivity. RESULTS: We found that low methylation levels in intron 1 of OPRL1 are associated with higher psychosocial stress and higher frequency of binge drinking, an effect mediated by OPRL1 methylation. In individuals with low methylation of OPRL1, frequency of binge drinking is associated with stronger BOLD response in the ventral striatum during reward anticipation. In msP rats, we found that stress results in increased alcohol intake and decreased methylation of OPRL1 in the nucleus accumbens. CONCLUSIONS: Our findings describe an epigenetic mechanism that helps to explain how psychosocial stress influences risky alcohol consumption and reward processing, thus contributing to the elucidation of biological mechanisms underlying risk for substance abuse.


Subject(s)
Binge Drinking , DNA Methylation/genetics , Epigenesis, Genetic/genetics , Receptors, Opioid/genetics , Reward , Stress, Psychological , Underage Drinking , Ventral Striatum/physiopathology , Adolescent , Animals , Anticipation, Psychological/physiology , Binge Drinking/diagnostic imaging , Binge Drinking/etiology , Binge Drinking/genetics , Binge Drinking/physiopathology , Female , Humans , Magnetic Resonance Imaging , Male , Rats , Stress, Psychological/complications , Stress, Psychological/diagnostic imaging , Stress, Psychological/physiopathology , Ventral Striatum/diagnostic imaging , Nociceptin Receptor
13.
Am J Psychiatry ; 174(8): 785-794, 2017 08 01.
Article in English | MEDLINE | ID: mdl-28618856

ABSTRACT

OBJECTIVE: The authors sought to explore how conduct, hyperactivity/inattention, and emotional symptoms are associated with neural reactivity to social-emotional stimuli, and the extent to which psychosocial stress modulates these relationships. METHOD: Participants were community adolescents recruited as part of the European IMAGEN study. Bilateral amygdala regions of interest were used to assess the relationship between the three symptom domains and functional MRI neural reactivity during passive viewing of dynamic angry and neutral facial expressions. Exploratory functional connectivity and whole brain multiple regression approaches were used to analyze how the symptoms and psychosocial stress relate to other brain regions. RESULTS: In response to the social-emotional stimuli, adolescents with high levels of conduct or hyperactivity/inattention symptoms who had also experienced a greater number of stressful life events showed hyperactivity of the amygdala and several regions across the brain. This effect was not observed with emotional symptoms. A cluster in the midcingulate was found to be common to both conduct problems and hyperactivity symptoms. Exploratory functional connectivity analyses suggested that amygdala-precuneus connectivity is associated with hyperactivity/inattention symptoms. CONCLUSIONS: The results link hyperactive amygdala responses and regions critical for top-down emotional processing with high levels of psychosocial stress in individuals with greater conduct and hyperactivity/inattention symptoms. This work highlights the importance of studying how psychosocial stress affects functional brain responses to social-emotional stimuli, particularly in adolescents with externalizing symptoms.


Subject(s)
Attention Deficit Disorder with Hyperactivity/physiopathology , Brain/physiopathology , Conduct Disorder/physiopathology , Emotions/physiology , Facial Expression , Magnetic Resonance Imaging , Pattern Recognition, Visual/physiology , Social Environment , Stress, Psychological/physiopathology , Adolescent , Amygdala/physiopathology , Attention Deficit Disorder with Hyperactivity/diagnosis , Attention Deficit Disorder with Hyperactivity/psychology , Conduct Disorder/diagnosis , Conduct Disorder/psychology , Female , Humans , Male , Neural Pathways/physiopathology , Parietal Lobe/physiopathology , Stress, Psychological/complications , Stress, Psychological/psychology
14.
J Am Acad Child Adolesc Psychiatry ; 56(5): 436-444.e4, 2017 May.
Article in English | MEDLINE | ID: mdl-28433093

ABSTRACT

OBJECTIVE: In a recent genomewide association study of subcortical brain volumes, a common genetic variation at rs945270 was identified as having the strongest effect on putamen volume, a brain measurement linked to familial risk for attention-deficit/hyperactivity disorder (ADHD). To determine whether rs945270 might be a genetic determinant of ADHD, its effects on ADHD-related symptoms and neural mechanisms of ADHD, such as response inhibition and reward sensitivity, were explored. METHOD: A large population sample of 1,834 14-year-old adolescents was used to test the effects of rs945270 on ADHD symptoms assessed through the Strengths and Difficulties Questionnaire and region-of-interest analyses of putamen activation by functional magnetic resonance imaging using the stop signal and monetary incentive delay tasks, assessing response inhibition and reward sensitivity, respectively. RESULTS: There was a significant link between rs945270 and ADHD symptom scores, with the C allele associated with lower symptom scores, most notably hyperactivity. In addition, there were sex-specific effects of this variant on the brain. In boys, the C allele was associated with lower putamen activity during successful response inhibition, a brain response that was not associated with ADHD symptoms. In girls, putamen activation during reward anticipation increased with the number of C alleles, most significantly in the right putamen. Remarkably, right putamen activation during reward anticipation tended to negatively correlate with ADHD symptoms. CONCLUSION: These results indicate that rs945270 might contribute to the genetic risk of ADHD partly through its effects on hyperactivity and reward processing in girls.


Subject(s)
Alleles , Attention Deficit Disorder with Hyperactivity/genetics , Genetic Variation , Putamen/pathology , Adolescent , Attention Deficit Disorder with Hyperactivity/pathology , Attention Deficit Disorder with Hyperactivity/physiopathology , Cross-Sectional Studies , Female , Humans , Magnetic Resonance Imaging , Male , Motivation , Psychiatric Status Rating Scales , Putamen/diagnostic imaging , Reward , Risk Factors , Sex Factors , Surveys and Questionnaires
15.
Biol Psychiatry ; 82(9): 660-668, 2017 Nov 01.
Article in English | MEDLINE | ID: mdl-28237458

ABSTRACT

BACKGROUND: Neuroimaging studies of attention-deficit/hyperactivity disorder (ADHD) have most commonly reported volumetric abnormalities in the basal ganglia, cerebellum, and prefrontal cortices. Few studies have examined the relationship between ADHD symptomatology and brain structure in population-based samples. We investigated the relationship between dimensional measures of ADHD symptomatology, brain structure, and reaction time variability-an index of lapses in attention. We also tested for associations between brain structural correlates of ADHD symptomatology and maps of dopaminergic gene expression. METHODS: Psychopathology and imaging data were available for 1538 youths. Parent ratings of ADHD symptoms were obtained using the Development and Well-Being Assessment and the Strengths and Difficulties Questionnaire (SDQ). Self-reports of ADHD symptoms were assessed using the youth version of the SDQ. Reaction time variability was available in a subset of participants. For each measure, whole-brain voxelwise regressions with gray matter volume were calculated. RESULTS: Parent ratings of ADHD symptoms (Development and Well-Being Assessment and SDQ), adolescent self-reports of ADHD symptoms on the SDQ, and reaction time variability were each negatively associated with gray matter volume in an overlapping region of the ventromedial prefrontal cortex. Maps of DRD1 and DRD2 gene expression were associated with brain structural correlates of ADHD symptomatology. CONCLUSIONS: This is the first study to reveal relationships between ventromedial prefrontal cortex structure and multi-informant measures of ADHD symptoms in a large population-based sample of adolescents. Our results indicate that ventromedial prefrontal cortex structure is a biomarker for ADHD symptomatology. These findings extend previous research implicating the default mode network and dopaminergic dysfunction in ADHD.


Subject(s)
Attention Deficit Disorder with Hyperactivity/pathology , Attention Deficit Disorder with Hyperactivity/physiopathology , Prefrontal Cortex/pathology , Reaction Time/physiology , Adolescent , Attention Deficit Disorder with Hyperactivity/diagnostic imaging , Child , Female , Humans , Male , Prefrontal Cortex/diagnostic imaging
16.
Biol Psychiatry ; 82(4): 275-282, 2017 08 15.
Article in English | MEDLINE | ID: mdl-26971049

ABSTRACT

BACKGROUND: Individual differences in impulsivity and early adversity are known to be strong predictors of adolescent antisocial behavior. However, the neurobiological bases of impulsivity and their relation to antisocial behavior and adversity are poorly understood. METHODS: Impulsivity was estimated with a temporal discounting task. Voxel-based morphometry was used to determine the brain structural correlates of temporal discounting in a large cohort (n = 1830) of 14- to 15-year-old children. Mediation analysis was then used to determine whether the volumes of brain regions associated with temporal discounting mediate the relation between adverse life events (e.g., family conflict, serious accidents) and antisocial behaviors (e.g., precocious sexual activity, bullying, illicit substance use). RESULTS: Greater temporal discounting (more impulsivity) was associated with 1) lower volume in frontomedial cortex and bilateral insula and 2) greater volume in a subcortical region encompassing the ventral striatum, hypothalamus and anterior thalamus. The volume ratio between these cortical and subcortical regions was found to partially mediate the relation between adverse life events and antisocial behavior. CONCLUSIONS: Temporal discounting is related to regions of the brain involved in reward processing and interoception. The results support a developmental imbalance model of impulsivity and are consistent with the idea that negative environmental factors can alter the developing brain in ways that promote antisocial behavior.


Subject(s)
Antisocial Personality Disorder/pathology , Antisocial Personality Disorder/physiopathology , Brain Mapping , Brain/pathology , Impulsive Behavior/physiology , Adolescent , Analysis of Variance , Antisocial Personality Disorder/diagnostic imaging , Brain/diagnostic imaging , Europe , Female , Humans , Magnetic Resonance Imaging , Male , Neuropsychological Tests , Psychiatric Status Rating Scales , Reaction Time/physiology , Surveys and Questionnaires
17.
Brain Imaging Behav ; 11(5): 1497-1514, 2017 Oct.
Article in English | MEDLINE | ID: mdl-27738994

ABSTRACT

The two hemispheres of the human brain differ functionally and structurally. Despite over a century of research, the extent to which brain asymmetry is influenced by sex, handedness, age, and genetic factors is still controversial. Here we present the largest ever analysis of subcortical brain asymmetries, in a harmonized multi-site study using meta-analysis methods. Volumetric asymmetry of seven subcortical structures was assessed in 15,847 MRI scans from 52 datasets worldwide. There were sex differences in the asymmetry of the globus pallidus and putamen. Heritability estimates, derived from 1170 subjects belonging to 71 extended pedigrees, revealed that additive genetic factors influenced the asymmetry of these two structures and that of the hippocampus and thalamus. Handedness had no detectable effect on subcortical asymmetries, even in this unprecedented sample size, but the asymmetry of the putamen varied with age. Genetic drivers of asymmetry in the hippocampus, thalamus and basal ganglia may affect variability in human cognition, including susceptibility to psychiatric disorders.


Subject(s)
Aging/pathology , Brain/diagnostic imaging , Functional Laterality , Sex Characteristics , Adolescent , Adult , Aged , Aging/genetics , Brain/anatomy & histology , Female , Functional Laterality/genetics , Humans , Magnetic Resonance Imaging , Male , Meta-Analysis as Topic , Middle Aged , Organ Size , Quantitative Trait, Heritable , Young Adult
18.
Soc Cogn Affect Neurosci ; 12(2): 261-272, 2017 02 01.
Article in English | MEDLINE | ID: mdl-27694318

ABSTRACT

Childhood family adversity (CFA) increases the risk for conduct disorder (CD) and has been associated with alterations in regions of affective processing like ventral striatum (VS) and amygdala. However, no study so far has demonstrated neural converging effects of CFA and CD in the same sample. At age 25 years, functional MRI data during two affective tasks, i.e. a reward (N = 171) and a face-matching paradigm (N = 181) and anatomical scans (N = 181) were acquired in right-handed currently healthy participants of an epidemiological study followed since birth. CFA during childhood was determined using a standardized parent interview. Disruptive behaviors and CD diagnoses during childhood and adolescence were obtained by diagnostic interview (2-19 years), temperamental reward dependence was assessed by questionnaire (15 and 19 years).CFA predicted increased CD and amygdala volume. Both exposure to CFA and CD were associated with a decreased VS response during reward anticipation and blunted amygdala activity during face-matching. CD mediated the effect of CFA on brain activity. Temperamental reward dependence was negatively correlated with CFA and CD and positively with VS activity. These findings underline the detrimental effects of CFA on the offspring's affective processing and support the importance of early postnatal intervention programs aiming to reduce childhood adversity factors.


Subject(s)
Amygdala/physiopathology , Conduct Disorder/physiopathology , Life Change Events , Magnetic Resonance Imaging , Ventral Striatum/physiopathology , Vulnerable Populations , Adolescent , Child , Child, Preschool , Conduct Disorder/diagnosis , Conduct Disorder/psychology , Female , Humans , Longitudinal Studies , Male , Reward , Surveys and Questionnaires , Temperament/physiology , Young Adult
19.
Spine (Phila Pa 1976) ; 42(10): 740-747, 2017 May 15.
Article in English | MEDLINE | ID: mdl-27820794

ABSTRACT

STUDY DESIGN: A cross-sectional survey with a longitudinal follow-up. OBJECTIVES: The aim of this study was to test the hypothesis that pain, which is localized to the low back, differs epidemiologically from that which occurs simultaneously or close in time to pain at other anatomical sites SUMMARY OF BACKGROUND DATA.: Low back pain (LBP) often occurs in combination with other regional pain, with which it shares similar psychological and psychosocial risk factors. However, few previous epidemiological studies of LBP have distinguished pain that is confined to the low back from that which occurs as part of a wider distribution of pain. METHODS: We analyzed data from CUPID, a cohort study that used baseline and follow-up questionnaires to collect information about musculoskeletal pain, associated disability, and potential risk factors, in 47 occupational groups (office workers, nurses, and others) from 18 countries. RESULTS: Among 12,197 subjects at baseline, 609 (4.9%) reported localized LBP in the past month, and 3820 (31.3%) nonlocalized LBP. Nonlocalized LBP was more frequently associated with sciatica in the past month (48.1% vs. 30.0% of cases), occurred on more days in the past month and past year, was more often disabling for everyday activities (64.1% vs. 47.3% of cases), and had more frequently led to medical consultation and sickness absence from work. It was also more often persistent when participants were followed up after a mean of 14 months (65.6% vs. 54.1% of cases). In adjusted Poisson regression analyses, nonlocalized LBP was differentially associated with risk factors, particularly female sex, older age, and somatizing tendency. There were also marked differences in the relative prevalence of localized and nonlocalized LBP by occupational group. CONCLUSION: Future epidemiological studies should distinguish where possible between pain that is limited to the low back and LBP that occurs in association with pain at other anatomical locations. LEVEL OF EVIDENCE: 2.


Subject(s)
Low Back Pain/epidemiology , Adult , Age Distribution , Cohort Studies , Cross-Sectional Studies , Female , Humans , Incidence , Low Back Pain/diagnosis , Male , Middle Aged , Occupational Diseases/diagnosis , Occupational Diseases/epidemiology , Prevalence , Risk Factors , Sex Characteristics , Surveys and Questionnaires
20.
JAMA Psychiatry ; 73(8): 852-61, 2016 Aug 01.
Article in English | MEDLINE | ID: mdl-27384424

ABSTRACT

IMPORTANCE: Psychotic disorders are characterized by attenuated activity in the brain's valuation system in key reward processing areas, such as the ventral striatum (VS), as measured with functional magnetic resonance imaging. OBJECTIVE: To examine whether common risk variants for psychosis are associated with individual variation in the VS. DESIGN, SETTING, AND PARTICIPANTS: A cross-sectional study of a large cohort of adolescents from the IMAGEN study (a European multicenter study of reinforcement sensitivity in adolescents) was performed from March 1, 2008, through December 31, 2011. Data analysis was conducted from October 1, 2015, to January 9, 2016. Polygenic risk profile scores (RPSs) for psychosis were generated for 1841 healthy adolescents. Sample size and characteristics varied across regression analyses, depending on mutual information available (N = 1524-1836). MAIN OUTCOMES AND MEASURES: Reward-related brain function was assessed with blood oxygen level dependency (BOLD) in the VS using the monetary incentive delay (MID) task, distinguishing reward anticipation and receipt. Behavioral impulsivity, IQ, MID task performance, and VS BOLD were regressed against psychosis RPS at 4 progressive P thresholds (P < .01, P < .05, P < .10, and P < .50 for RPS models 1-4, respectively). RESULTS: In a sample of 1841 healthy adolescents (mean age, 14.5 years; 906 boys and 935 girls), we replicated an association between increasing psychosis RPS and reduced IQ (matrix reasoning: corrected P = .003 for RPS model 2, 0.4% variance explained), supporting the validity of the psychosis RPS models. We also found a nominally significant association between increased psychosis RPS and reduced MID task performance (uncorrected P = .03 for RPS model 4, 0.2% variance explained). Our main finding was a positive association between psychosis RPS and VS BOLD during reward anticipation at all 4 psychosis RPS models and for 2 P thresholds for reward receipt (RPS models 1 and 3), correcting for the familywise error rate (0.8%-1.9% variance explained). CONCLUSIONS AND RELEVANCE: These findings support an association between psychosis RPS and VS BOLD in adolescents. Genetic risk for psychosis may shape an individual's response to rewarding stimuli.


Subject(s)
Anticipation, Psychological/physiology , Arousal/genetics , Arousal/physiology , Multifactorial Inheritance/drug effects , Psychotic Disorders/genetics , Psychotic Disorders/physiopathology , Reward , Ventral Striatum/physiopathology , Adolescent , Alleles , Bipolar Disorder/genetics , Bipolar Disorder/physiopathology , Bipolar Disorder/psychology , Cohort Studies , Cross-Sectional Studies , Dominance, Cerebral/genetics , Dominance, Cerebral/physiology , Europe , Female , Humans , Magnetic Resonance Imaging , Male , Neuropsychological Tests , Oxygen/blood , Psychotic Disorders/psychology , Risk Factors , Schizophrenia/genetics , Schizophrenia/physiopathology , Schizophrenic Psychology , Statistics as Topic
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