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Henning CT, Summerfeldt LJ, Parker JDA. Longitudinal Associations Between Symptoms of ADHD and Life Success: From Emerging Adulthood to Early Middle Adulthood. J Atten Disord 2024; 28:1139-1151. [PMID: 38504446 PMCID: PMC11016205 DOI: 10.1177/10870547241239148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/21/2024]
Abstract
OBJECTIVE To expand on current adult ADHD literature by investigating the stability of ADHD symptomatology (i.e., inattention and hyperactivity-impulsivity) across a 15-year period (from emerging adulthood to early middle adulthood) and the relative contributions of ADHD symptomatology to life success. METHOD A sample of 320 post-secondary students was initially assessed for ADHD symptomatology using the Conners' Adult ADHD Rating Scale (CAARS). Fifteen years later, participants were re-assessed using the CAARS and several measures of life success (e.g., relationship satisfaction, career satisfaction, and stress levels). RESULTS Inattention and hyperactivity-impulsivity symptoms showed strong stability across the 15-year period. Additionally, inattention symptoms during emerging adulthood and early middle adulthood were consistently associated with poorer life success (i.e., lower relationship and career satisfaction), particularly for men. Associations for hyperactivity-impulsivity symptoms were less consistent. CONCLUSION ADHD symptomatology can be conceptualized as a stable, dimensional trait across adulthood, with important impacts on life success.
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Abstract
BACKGROUND ADHD is classically seen as a childhood disease, although it persists in one out of two cases in adults. The diagnosis is based on a long and multidisciplinary process, involving different health professionals, leading to an under-diagnosis of adult ADHD individuals. We therefore present a psychometric screening scale for the identification of adult ADHD which could be used both in clinical and experimental settings. METHOD We designed the scale from the DSM-5 and administered it to n = 110 control individuals and n = 110 ADHD individuals. The number of items was reduced using multiple regression procedures. We then performed factorial analyses and a machine learning assessment of the predictive power of the scale in comparison with other clinical scales measuring common ADHD comorbidities. RESULTS Internal consistency coefficients were calculated satisfactorily for TRAQ10, with Cronbach's alpha measured at .9. The 2-factor model tested was confirmed, a high correlation between the items and their belonging factor. Finally, a machine-learning analysis showed that classification algorithms could identify subjects' group membership with high accuracy, statistically superior to the performances obtained using comorbidity scales. CONCLUSIONS The scale showed sufficient performance for its use in clinical and experimental settings for hypothesis testing or screening purpose, although its generalizability is limited by the age and gender biases present in the data analyzed.
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Affiliation(s)
- Arthur Trognon
- Clinicog, 185 rue Gabriel Mouilleron, Nancy, France.
- Lorraine University, 23 Boulevard Albert Ier, Nancy, France.
| | - Manon Richard
- Clinicog, 185 rue Gabriel Mouilleron, Nancy, France
- Lorraine University, 23 Boulevard Albert Ier, Nancy, France
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Li R, You J, Xu M, Ming D. The Synchronized Enhancement Effect of Rhythmic Visual Stimulation of 40 Hz on Selective Attention. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2021; 2021:5944-5947. [PMID: 34892472 DOI: 10.1109/embc46164.2021.9629497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Rhythmic visual stimulation (RVS) has been demonstrated to modulate ongoing neuronal oscillations which might be greatly involved in attention processes and thus bring some behavioral consequences. However, there was little knowledge about the effective frequency parameter of RVS which could impact task performance in visuo-spatial selective attention. Thus, here, we addressed this question by investigating the modulating effects of RVSs in different attention-related frequency bands, i.e., alpha (10 Hz) and gamma band (40 Hz). Sixteen participants were recruited to perform a modified visuo-spatial selective attention task. They were required to identify the orientation of target-triangle in visual search arrays while undergoing different RVS backgrounds. By analyzing the acquired behavioral and EEG data, we observed that, compared with control group (no RVS), 40 Hz RVS led to significantly shorter reaction time (RT) while 10 Hz RVS did not bring obvious behavioral consequences. In addition, although both 10 and 40 Hz RVS led to a global enhancement of SSVEP spectrum in the gamma band, 40 Hz RVS led to even larger 40 Hz SSVEP spectrum in prefrontal cortex. Our findings indicate that 40 Hz RVS has an effectively enhancing effect on selective attention and support the crucial role of prefrontal area in selective attention.
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Veloso A, López Giménez J, Vázquez MC, Corcuera JR, Guinot F, Puigdollers A. Correlación entre el patrón de erupción de la dentición definitiva y la predominancia de la lateralidad de la función motriz: un estudio transversal. An Pediatr (Barc) 2021. [DOI: 10.1016/j.anpedi.2020.05.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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He N, Palaniyappan L, Linli Z, Guo S. Abnormal hemispheric asymmetry of both brain function and structure in attention deficit/hyperactivity disorder: a meta-analysis of individual participant data. Brain Imaging Behav 2021; 16:54-68. [PMID: 34021487 DOI: 10.1007/s11682-021-00476-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2021] [Indexed: 11/25/2022]
Abstract
Aberration in the asymmetric nature of the human brain is associated with several mental disorders, including attention deficit/hyperactivity disorder (ADHD). In ADHD, these aberrations are thought to reflect key hemispheric differences in the functioning of attention, although the structural and functional bases of these defects are yet to be fully characterized. In this study, we applied a comprehensive meta-analysis to multimodal imaging datasets from 627 subjects (303 typically developing control [TDCs] and 324 patients with ADHD) with both resting-state functional and structural magnetic resonance imaging (MRI), from seven independent publicly available datasets of the ADHD-200 sample. We performed lateralization analysis and calculated the combined effects of ADHD on each of three cortical regional measures (grey matter volume - GMV, fractional amplitude of low frequency fluctuations at rest -fALFF, and regional homogeneity -ReHo). We found that compared with TDC, 68%,73% and 66% of regions showed statistically significant ADHD disorder effects on the asymmetry of GMV, fALFF, and ReHo, respectively, (false discovery rate corrected, q = 0.05). Forty-one percent (41%) of regions had both structural and functional abnormalities in asymmetry, located in the prefrontal, frontal, and subcortical cortices, and the cerebellum. Furthermore, brain asymmetry indices in these regions were higher in children with more severe ADHD symptoms, indicating a crucial pathoplastic role for asymmetry. Our findings highlight the functional asymmetry in ADHD which has (1) a strong structural basis, and thus is likely to be developmental in nature; and (2) is strongly linked to symptom burden and IQ and may carry a possible prognostic value for grading the severity of ADHD.
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Affiliation(s)
- Ningning He
- MOE-LCSM, School of Mathematics and Statistics, Hunan Normal University, Changsha, People's Republic of China.
- Key Laboratory of Applied Statistics and Data Science, Hunan Normal University, Changsha, People's Republic of China.
| | - Lena Palaniyappan
- Department of Psychiatry, University of Western Ontario, London, Ontario, Canada
- Robarts Research Institute, University of Western Ontario, London, Ontario, Canada
- Lawson Health Research Institute, London, Ontario, Canada
| | - Zeqiang Linli
- MOE-LCSM, School of Mathematics and Statistics, Hunan Normal University, Changsha, People's Republic of China
- Key Laboratory of Applied Statistics and Data Science, Hunan Normal University, Changsha, People's Republic of China
| | - Shuixia Guo
- MOE-LCSM, School of Mathematics and Statistics, Hunan Normal University, Changsha, People's Republic of China.
- Key Laboratory of Applied Statistics and Data Science, Hunan Normal University, Changsha, People's Republic of China.
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Veloso A, López Giménez J, Vázquez MC, Corcuera JR, Guinot F, Puigdollers A. Relationship between the order of permanent tooth eruption and the predominance of motor function laterality: a cross-sectional study. An Pediatr (Barc) 2021; 94:396-402. [PMID: 34090636 DOI: 10.1016/j.anpede.2020.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 05/03/2020] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVES To assess whether the order of permanent tooth eruption may be a useful indicator of motor function laterality. METHODS We conducted a cross-sectional study in schoolchildren aged 6-8 years old evaluated in the annual school-based routine dental health examinations conducted by the staff of the primary care centre of an urban district in Barcelona, Spain. We also evaluated hand, foot, eye, and auditory lateralities using a battery of simple exercises. Bivariate and multivariate analysis of data was performed. RESULTS The study sample included 388 children, 51.3% female, with a mean age of 6.5 years. Right laterality was the predominant side in every variable under study, especially in tooth eruption (310 children; 80%), handedness (349; 89.9%), and footedness (337; 86.8%). In the bivariate analysis, we found a statistically significant association of tooth eruption laterality with handedness and footedness, and of tooth eruption laterality with ocular and auditory lateralities (p<.001). In the multivariate analysis, tooth eruption laterality and foot laterality were independent variables significantly associated with hand laterality. The diagnostic accuracy of tooth eruption laterality and foot laterality in relation to hand laterality as reference, showed a similar sensitivity and positive and negative predictive values, but the specificity of dentition laterality was higher (79% versus 66%). CONCLUSIONS Laterality in the order of dental eruption is a useful indicator of right or left motor function laterality in developing individuals that may be particularly helpful to determine the main dominance in cases of crossed laterality.
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Affiliation(s)
- Ana Veloso
- Área de Odontopediatría, Facultad de Odontología, Universitat Internacional de Catalunya (UIC) y Hospital Nen Deu, Barcelona, Spain
| | | | - M Carmen Vázquez
- Odontología en Pacientes Especiales, Facultad de Odontología, Universidad de Sevilla, Sevilla, Spain
| | - José Ramón Corcuera
- Área de Odontopediatría, Facultad de Odontología, Universitat Internacional de Catalunya, Barcelona, Spain
| | - Francisco Guinot
- Área de Odontopediatría, Facultad de Odontología, Universitat Internacional de Catalunya, Barcelona, Spain
| | - Andreu Puigdollers
- Área de Ortodoncia y Ortopedia Dentofacial, Facultad de Odontología, Universitat Internacional de Catalunya, Barcelona, Spain.
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Zou H, Yang J. Exploring the Brain Lateralization in ADHD Based on Variability of Resting-State fMRI Signal. J Atten Disord 2021; 25:258-264. [PMID: 30520697 DOI: 10.1177/1087054718816170] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Objective: In this study, we investigate the brain lateralization in ADHD patients. Furthermore, we also explore the difference between male and female patients, and the difference among distinct ADHD subtypes, that is, ADHD-inattentive (ADHD-IA) and ADHD-combined (ADHD-C). Method: We employed the standard deviation to quantify the variability of resting-state functional magnetic resonance imaging (fMRI) signal and measure the lateralization index (LI). Results: ADHD patients showed significantly increased rightward lateralization in the inferior frontal gyrus (opercular), precuneus, and paracentral lobule, and decreased rightward lateralization in the insula. Compared with male patients, female patients showed significantly rightward lateralization in the putamen and lobule VII of cerebellar hemisphere. ADHD-C patients exhibited increased rightward lateralization in the inferior frontal gyrus (opercular), and decreased rightward lateralization in the inferior temporal gyrus, as compared with ADHD-IA. The LI was also found to be related to inattentive and hyper/impulsive scores. Conclusion: These key findings may aid in understanding the pathology of ADHD.
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Affiliation(s)
| | - Jian Yang
- Nanjing University of Science & Technology, China
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Hilger K, Sassenhagen J, Kühnhausen J, Reuter M, Schwarz U, Gawrilow C, Fiebach CJ. Neurophysiological markers of ADHD symptoms in typically-developing children. Sci Rep 2020; 10:22460. [PMID: 33384437 PMCID: PMC7775445 DOI: 10.1038/s41598-020-80562-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 12/23/2020] [Indexed: 12/24/2022] Open
Abstract
Children with attention-deficit/hyperactivity disorder (ADHD) are characterized by symptoms of inattention, impulsivity, and hyperactivity. Neurophysiological correlates of ADHD include changes in the P3 component of event-related brain potentials (ERPs). Motivated by recent advances towards a more dimensional understanding of ADHD, we investigate whether ADHD-related ERP markers relate to continuous variations in attention and executive functioning also in typically-developing children. ERPs were measured while 31 school children (9-11 years) completed an adapted version of the Continuous Performance Task that additionally to inhibitory processes also isolates effects of physical stimulus salience. Children with higher levels of parent-reported ADHD symptoms did not differ in task performance, but exhibited smaller P3 amplitudes related to stimulus salience. Furthermore, ADHD symptoms were associated with the variability of neural responses over time: Children with higher levels of ADHD symptoms demonstrated lower variability in inhibition- and salience-related P3 amplitudes. No effects were observed for ERP latencies and the salience-related N2. By demonstrating that ADHD-associated neurophysiological mechanisms of inhibition and salience processing covary with attention and executive functioning in a children community sample, our study provides neurophysiological support for dimensional models of ADHD. Also, temporal variability in event-related potentials is highlighted as additional indicator of ADHD requiring further investigation.
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Affiliation(s)
- Kirsten Hilger
- Department of Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany. .,Department of Psychology I, University Würzburg, Marcusstr. 9-11, 97070, Würzburg, Germany. .,IDeA Center for Individual Development and Adaptive Education, Frankfurt am Main, Germany.
| | - Jona Sassenhagen
- Department of Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Jan Kühnhausen
- IDeA Center for Individual Development and Adaptive Education, Frankfurt am Main, Germany.,LEAD Graduate School and Research Network, Eberhard Karls University Tübingen, Tübingen, Germany.,Department of Psychiatry, Psychosomatics and Psychotherapy in Childhood and Adolescence, University Hospital Tübingen, Tübingen, Germany
| | - Merle Reuter
- IDeA Center for Individual Development and Adaptive Education, Frankfurt am Main, Germany.,Department of Psychology, University Tübingen, Tübingen, Germany
| | - Ulrike Schwarz
- IDeA Center for Individual Development and Adaptive Education, Frankfurt am Main, Germany.,Department of Psychology, University Tübingen, Tübingen, Germany
| | - Caterina Gawrilow
- IDeA Center for Individual Development and Adaptive Education, Frankfurt am Main, Germany.,Department of Psychology, University Tübingen, Tübingen, Germany
| | - Christian J Fiebach
- Department of Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany.,IDeA Center for Individual Development and Adaptive Education, Frankfurt am Main, Germany.,Brain Imaging Center, Goethe University Frankfurt, Frankfurt am Main, Germany
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Tobón SSH, Suárez PD, Pérez EB, López JMH, García J, de Celis Alonso B. Lisdexamfetamine Alters BOLD-fMRI Activations Induced by Odor Cues in Impulsive Children. CNS & NEUROLOGICAL DISORDERS-DRUG TARGETS 2020; 19:290-305. [PMID: 32533819 DOI: 10.2174/1871527319666200613222502] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 04/27/2020] [Accepted: 05/01/2020] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Lisdexamfetamine (LDX) is a drug used to treat ADHD/impulsive patients. Impulsivity is known to affect inhibitory, emotional and cognitive function. On the other hand, smell and odor processing are known to be affected by neurological disorders, as they are modulators of addictive and impulsive behaviors specifically. We hypothesize that, after LDX ingestion, inhibitory pathways of the brain would change, and complementary behavioral regulation mechanisms would appear to regulate decision-making and impulsivity. METHODS 20 children were studied in an aleatory crossover study. Imaging of BOLD-fMRI activity, elicited by olfactory stimulation in impulsive children, was performed after either LDX or placebo ingestion. RESULTS Findings showed that all subjects who underwent odor stimulation presented activations of similar intensities in the olfactory centers of the brain. This contrasted with inhibitory regions of the brain such as the cingulate cortex and frontal lobe regions, which demonstrated changed activity patterns and intensities. While some differences between the placebo and medicated states were found in motor areas, precuneus, cuneus, calcarine, supramarginal, cerebellum and posterior cingulate cortex, the main changes were found in frontal, temporal and parietal cortices. When comparing olfactory cues separately, pleasant food smells like chocolate seemed not to present large differences between the medicated and placebo scenarios, when compared to non-food-related smells. CONCLUSION It was demonstrated that LDX, first, altered the inhibitory pathways of the brain, secondly it increased activity in several brain regions which were not activated by smell in drug-naïve patients, and thirdly, it facilitated a complementary behavioral regulation mechanism, run by the cerebellum, which regulated decision-making and impulsivity in motor and frontal structures.
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Affiliation(s)
- Silvia S Hidalgo Tobón
- Imaging Department, Infant Hospital of Mexico, Federico Gómez, 06720 Ciudad de México, CDMX, Mexico.,Physics Department, Universidad Autonoma Metropolitana (UAM) Iztapalapa, Colonia Vicentina Iztapalapa, 09340, CDMX, Mexico
| | - Pilar Dies Suárez
- Imaging Department, Infant Hospital of Mexico, Federico Gómez, 06720 Ciudad de México, CDMX, Mexico
| | - Eduardo Barragán Pérez
- Neurology Department, Infant Hospital of Mexico, Federico Gómez, 06720 Ciudad de México, CDMX, Mexico
| | - Javier M Hernández López
- Faculty of Mathematical and Physical Sciences, Benemérita Universidad Autónoma de Puebla (BUAP), C.P. 72570, Puebla, Mexico
| | - Julio García
- Department of Cardiac Sciences, Stephenson Cardiac Imaging Centre, Calgary University, Calgary, AB T2N 1N4, Canada
| | - Benito de Celis Alonso
- Faculty of Mathematical and Physical Sciences, Benemérita Universidad Autónoma de Puebla (BUAP), C.P. 72570, Puebla, Mexico
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Associations between cognitive performance and sigma power during sleep in children with attention-deficit/hyperactivity disorder, healthy children, and healthy adults. PLoS One 2019; 14:e0224166. [PMID: 31648258 PMCID: PMC6812820 DOI: 10.1371/journal.pone.0224166] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Accepted: 10/06/2019] [Indexed: 01/07/2023] Open
Abstract
Sigma power during sleep is associated with cognitive abilities in healthy humans. We examined the relationship between sigma power in sleep EEG and intelligence and alertness in schoolchildren with ADHD (n = 17) in comparison to mentally healthy children (n = 16) and adults (n = 23). We observed a positive correlation between sigma power in sleep stage 2 and IQ in healthy adults but a negative correlation in children with ADHD. Furthermore, children with ADHD showed slower reaction times in alertness testing than both control groups. In contrast, only healthy children displayed a positive correlation between sigma power and reaction times. These data suggest that the associations between sigma power and cognitive performance underlie distinct developmental processes. A negative association between IQ and sigma power indicates a disturbed function of sleep in cognitive functions in ADHD, whereas the function of sleep appears to be matured early in case of motor-related alertness performance.
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Vogel SWN, Ten Have M, Bijlenga D, de Graaf R, Beekman ATF, Kooij JJS. Distribution of ADHD symptoms, and associated comorbidity, exposure to risk factors and disability: Results from a general population study. Psychiatry Res 2018; 267:256-265. [PMID: 29940457 DOI: 10.1016/j.psychres.2018.06.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2017] [Revised: 05/25/2018] [Accepted: 06/07/2018] [Indexed: 12/28/2022]
Abstract
The aim of this study was to examine whether ADHD is a dimensional trait in the adult general population. We studied whether an increased number of ADHD symptoms was associated with higher comorbidity, exposure to risk factors (childhood abuse and parental psychopathology), and disability. We ascertained whether even low numbers of ADHD symptoms were associated with an increased burden of disease. Data were used from the second wave of the Netherlands Mental Health Survey and Incidence Study-2 (NEMESIS-2, N = 5303). NEMESIS-2 is a nationally representative face-to-face survey on mental health of the Dutch general population. ADHD symptoms, mental comorbidity, and disability were assessed using the Adult ADHD Self-Report Scale Screener, the Composite International Diagnostic Interview version 3.0, and the Medical Outcomes Study Short Form Health Survey, respectively. Dose-response relationships were found between the number of ADHD symptoms and Axis I and II mental disorders; exposure to risk factors; and mental and physical disability. Our study supports the notion that ADHD is a dimensional trait in the adult general population. Even low numbers of symptoms were associated with an increased burden of disease, and therefore these should be identified and treated.
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Affiliation(s)
- Suzan W N Vogel
- PsyQ Medical Programs, Expertise Center Adult ADHD, Carel Reinierszkade 197, The Hague 2593 HR, The Netherlands.
| | - Margreet Ten Have
- Netherlands Institute of Mental Health and Addiction (Trimbos Institute), Da Costakade 45, Utrecht 3521 VS, The Netherlands
| | - Denise Bijlenga
- PsyQ Medical Programs, Expertise Center Adult ADHD, Carel Reinierszkade 197, The Hague 2593 HR, The Netherlands
| | - Ron de Graaf
- Netherlands Institute of Mental Health and Addiction (Trimbos Institute), Da Costakade 45, Utrecht 3521 VS, The Netherlands
| | - Aartjan T F Beekman
- Department of Psychiatry, Amsterdam Public Health Research Institute, VU University Medical Center, A.J. Ernststraat 1187, Amsterdam 1081 HL, The Netherlands
| | - J J Sandra Kooij
- PsyQ Medical Programs, Expertise Center Adult ADHD, Carel Reinierszkade 197, The Hague 2593 HR, The Netherlands; Department of Psychiatry, Amsterdam Public Health Research Institute, VU University Medical Center, A.J. Ernststraat 1187, Amsterdam 1081 HL, The Netherlands
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Noordermeer SDS, Luman M, Greven CU, Veroude K, Faraone SV, Hartman CA, Hoekstra PJ, Franke B, Buitelaar JK, Heslenfeld DJ, Oosterlaan J. Structural Brain Abnormalities of Attention-Deficit/Hyperactivity Disorder With Oppositional Defiant Disorder. Biol Psychiatry 2017; 82:642-650. [PMID: 28911901 DOI: 10.1016/j.biopsych.2017.07.008] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Revised: 07/06/2017] [Accepted: 07/06/2017] [Indexed: 10/19/2022]
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder (ADHD) is associated with structural abnormalities in total gray matter, basal ganglia, and cerebellum. Findings of structural abnormalities in frontal and temporal lobes, amygdala, and insula are less consistent. Remarkably, the impact of comorbid oppositional defiant disorder (ODD) (comorbidity rates up to 60%) on these neuroanatomical differences is scarcely studied, while ODD (in combination with conduct disorder) has been associated with structural abnormalities of the frontal lobe, amygdala, and insula. The aim of this study was to investigate the effect of comorbid ODD on cerebral volume and cortical thickness in ADHD. METHODS Three groups, 16 ± 3.5 years of age (mean ± SD; range 7-29 years), were studied on volumetric and cortical thickness characteristics using structural magnetic resonance imaging (surface-based morphometry): ADHD+ODD (n = 67), ADHD-only (n = 243), and control subjects (n = 233). Analyses included the moderators age, gender, IQ, and scan site. RESULTS ADHD+ODD and ADHD-only showed volumetric reductions in total gray matter and (mainly) frontal brain areas. Stepwise volumetric reductions (ADHD+ODD < ADHD-only < control subjects) were found for mainly frontal regions, and ADHD+ODD was uniquely associated with reductions in several structures (e.g., the precuneus). In general, findings remained significant after accounting for ADHD symptom severity. There were no group differences in cortical thickness. Exploratory voxelwise analyses showed no group differences. CONCLUSIONS ADHD+ODD and ADHD-only were associated with volumetric reductions in brain areas crucial for attention, (working) memory, and decision-making. Volumetric reductions of frontal lobes were largest in the ADHD+ODD group, possibly underlying observed larger impairments in neurocognitive functions. Previously reported striatal abnormalities in ADHD may be caused by comorbid conduct disorder rather than ODD.
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Affiliation(s)
- Siri D S Noordermeer
- Section of Clinical Neuropsychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
| | - Marjolein Luman
- Section of Clinical Neuropsychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Corina U Greven
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands; Karakter Child and Adolescent Psychiatry University Center, Nijmegen, The Netherlands; Medical Research Council Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Kim Veroude
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
| | - Stephen V Faraone
- Departments of Psychiatry and Neuroscience and Physiology, State University of New York Upstate Medical University, Syracuse, New York; K.G. Jebsen Center, Bergen, Norway
| | - Catharina A Hartman
- Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Pieter J Hoekstra
- Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Barbara Franke
- Department of Human Genetics and Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
| | - Jan K Buitelaar
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands; Karakter Child and Adolescent Psychiatry University Center, Nijmegen, The Netherlands
| | - Dirk J Heslenfeld
- Section of Clinical Neuropsychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Jaap Oosterlaan
- Section of Clinical Neuropsychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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