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Pan N, Ma T, Liu Y, Zhang S, Hu S, Shekara A, Cao H, Gong Q, Chen Y. Overlapping and differential neuropharmacological mechanisms of stimulants and nonstimulants for attention-deficit/hyperactivity disorder: a comparative neuroimaging analysis. Psychol Med 2025:1-15. [PMID: 39806554 DOI: 10.1017/s003329172400285x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2025]
Abstract
BACKGROUND Psychostimulants and nonstimulants have partially overlapping pharmacological targets on attention-deficit/hyperactivity disorder (ADHD), but whether their neuroimaging underpinnings differ is elusive. We aimed to identify overlapping and medication-specific brain functional mechanisms of psychostimulants and nonstimulants on ADHD. METHODS After a systematic literature search and database construction, the imputed maps of separate and pooled neuropharmacological mechanisms were meta-analyzed by Seed-based d Mapping toolbox, followed by large-scale network analysis to uncover potential coactivation patterns and meta-regression analysis to examine the modulatory effects of age and sex. RESULTS Twenty-eight whole-brain task-based functional MRI studies (396 cases in the medication group and 459 cases in the control group) were included. Possible normalization effects of stimulant and nonstimulant administration converged on increased activation patterns of the left supplementary motor area (Z = 1.21, p < 0.0001, central executive network). Stimulants, relative to nonstimulants, increased brain activations in the left amygdala (Z = 1.30, p = 0.0006), middle cingulate gyrus (Z = 1.22, p = 0.0008), and superior frontal gyrus (Z = 1.27, p = 0.0006), which are within the ventral attention network. Neurodevelopmental trajectories emerged in activation patterns of the right supplementary motor area and left amygdala, with the left amygdala also presenting a sex-related difference. CONCLUSIONS Convergence in the left supplementary motor area may delineate novel therapeutic targets for effective interventions, and distinct neural substrates could account for different therapeutic responses to stimulants and nonstimulants.
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Affiliation(s)
- Nanfang Pan
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, USA
| | - Tianyu Ma
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China
| | - Yixi Liu
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China
| | - Shufang Zhang
- Department of Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Samantha Hu
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, USA
| | - Aniruddha Shekara
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, USA
| | - Hengyi Cao
- Center for Psychiatric Neuroscience, Feinstein Institute for Medical Research, New York, USA
- Division of Psychiatry Research, Zucker Hillside Hospital, New York, USA
| | - Qiyong Gong
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China
- Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China
| | - Ying Chen
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China
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Brancati GE, Acierno D, Barbuti M, Elefante C, Gemignani S, Raia A, Perugi G. Revisiting stimulant use for emotional dysregulation in attention-deficit/hyperactivity disorder (ADHD). Expert Rev Neurother 2023; 23:981-994. [PMID: 37747111 DOI: 10.1080/14737175.2023.2263645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 09/22/2023] [Indexed: 09/26/2023]
Abstract
INTRODUCTION Emotional dysregulation (ED) symptoms are present in a considerable portion of patients with attention-deficit/hyperactivity disorder (ADHD). In recent years, an increasing number of studies investigated the effects of stimulant medications on ED in patients with ADHD. AREAS COVERED A narrative review of the literature on stimulant treatment for ED is provided, including controlled and observational clinical studies conducted on pediatric and adult samples and neurobiological investigations. Positive effects of stimulants on irritability have been demonstrated in children. Comorbidity with disruptive behavior disorders (DBD) and disruptive mood dysregulation disorder does not prevent stimulant effectiveness. Methylphenidate has also been found to reduce temper problems, affective instability, and emotional over-reactivity in adults with ADHD, although with variable effect sizes. A variety of adverse emotional effects have been reported, especially at high doses and in special populations. However, several possible confounders of treatment-emergent ED have been highlighted. Finally, according to neuroimaging studies, stimulants may mitigate emotional processing anomalies associated with ADHD. EXPERT OPINION The findings are consistent with models including ED within the core features of ADHD. Stimulant treatment should be prioritized over antipsychotics in ADHD-DBD. It remains to be elucidated whether other medications may be more effective in specific populations with ADHD and/or ED.
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Affiliation(s)
- Giulio Emilio Brancati
- Psychiatry Unit 2, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Donatella Acierno
- Psychiatry Unit 2, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Margherita Barbuti
- Psychiatry Unit 2, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Camilla Elefante
- Psychiatry Unit 2, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Samuele Gemignani
- Psychiatry Unit 2, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Accursio Raia
- Psychiatry Unit 2, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Giulio Perugi
- Psychiatry Unit 2, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
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Bangun SR, Putra BS, Atmojo WT, Sevriana ES, Hanifa YNM, Pangestuti RCA. Play therapy efficacy in ADHD-symptom reduction as measured by the Test of Variables of Attention (TOVA). J Child Adolesc Ment Health 2023; 35:118-128. [PMID: 38994549 DOI: 10.2989/17280583.2024.2326031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/13/2024]
Abstract
Objective: We aimed to investigate the effect of play therapy combined with the standard psychotropic medication treatment, compared to only standard psychotropic medication treatment in ADHD children as measured by the test of variables of attention (TOVA).Methods: This is a case-control study conducted at Soerojo Hospital, Magelang, Indonesia. Children (N = 66) were purposively recruited. The children were divided into two groups based on the intervention received: the experimental group (play therapy and standard psychotropic medication) and control group (standard psychotropic medication only). Methylphenidate was used as the standard psychotropic therapy. The TOVA was performed before and after intervention. The pre-intervention and post-intervention mean difference (MD) in the Attention Comparison Score (ACS) and Comparison to the Normative Sample (CNS) for each group was compared and statistically analysed using t-tests and Wilcoxon tests.Results: There was a significant difference between the ACS score of the experimental group's MD and the control group's MD (p < 0.05). For most TOVA parameters on CNS scores, the experimental group had a significantly higher MD than the control group.Conclusion: Play therapy coupled with psychotropic medication reduced ADHD symptoms, including inattention and impulsivity, as objectively measured by the TOVA.
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Affiliation(s)
- Susi Rutmalem Bangun
- Children and Adolescents Mental Health Department, Soerojo Hospital, Magelang, Indonesia
| | - Bayu Soenarsana Putra
- Children and Adolescents Mental Health Department, Soerojo Hospital, Magelang, Indonesia
| | - Wahyu Tri Atmojo
- Children and Adolescents Mental Health Department, Soerojo Hospital, Magelang, Indonesia
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Fu X, Yao T, Chen X, Li H, Wu J. MEF2C gene variations are associated with ADHD in the Chinese Han population: a case-control study. J Neural Transm (Vienna) 2022; 129:431-439. [PMID: 35357565 DOI: 10.1007/s00702-022-02490-9] [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: 11/17/2021] [Accepted: 03/12/2022] [Indexed: 11/30/2022]
Abstract
Myocyte enhancer factor 2C (MEF2C) is associated with hyperactivity and might be a novel risk gene for susceptibility to attention deficit hyperactivity disorder (ADHD). Therefore, this study aimed to explore the association between MEF2C genetic variants and ADHD in the Chinese Han population. A total of 215 patients with ADHD and 233 controls were recruited for this study. The Swanson, Nolan, and Pelham version IV questionnaire was used to evaluate the clinical features of ADHD. In silico analysis was used to annotate the biological functions of the promising single nucleotide polymorphisms. Our findings indicated that MEF2C rs587490 was significantly associated with ADHD in the multiplicative model (OR = 0.640, p = 0.002). Participants with the rs587490 TT allele exhibited less hyperactivity/impulsivity than those with the rs587490 CC allele. Furthermore, the expression quantitative trait loci analysis suggested that rs587490 could regulate the gene expression of MEF2C in the hippocampus, putamen, thalamus, and frontal white matter. Our study concluded that the MEF2C rs587490 T allele is significantly associated with a reduced risk of ADHD in the Chinese Han population, which provides new insight into the genetic etiology of ADHD.
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Affiliation(s)
- Xihang Fu
- Key Laboratory of Environment and Health, Ministry of Education and Ministry of Environmental Protection, Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, No. 13, Hangkong Road, Wuhan, 430030, Hubei, People's Republic of China
| | - Ting Yao
- Key Laboratory of Environment and Health, Ministry of Education and Ministry of Environmental Protection, Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, No. 13, Hangkong Road, Wuhan, 430030, Hubei, People's Republic of China
| | - Xinzhen Chen
- Key Laboratory of Environment and Health, Ministry of Education and Ministry of Environmental Protection, Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, No. 13, Hangkong Road, Wuhan, 430030, Hubei, People's Republic of China
| | - Huiru Li
- Key Laboratory of Environment and Health, Ministry of Education and Ministry of Environmental Protection, Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, No. 13, Hangkong Road, Wuhan, 430030, Hubei, People's Republic of China
| | - Jing Wu
- Key Laboratory of Environment and Health, Ministry of Education and Ministry of Environmental Protection, Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, No. 13, Hangkong Road, Wuhan, 430030, Hubei, People's Republic of China.
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Maier S, Tebartz van Elst L, Philipsen A, Lange T, Feige B, Glauche V, Nickel K, Matthies S, Alm B, Sobanski E, Domschke K, Perlov E, Endres D. Effects of 12-Week Methylphenidate Treatment on Neurometabolism in Adult Patients with ADHD: The First Double-Blind Placebo-Controlled MR Spectroscopy Study. J Clin Med 2020; 9:jcm9082601. [PMID: 32796630 PMCID: PMC7464267 DOI: 10.3390/jcm9082601] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Revised: 06/26/2020] [Accepted: 06/29/2020] [Indexed: 11/27/2022] Open
Abstract
Attention deficit hyperactivity disorder (ADHD) is a frequent neurodevelopmental disorder that often persists into adulthood. Methylphenidate (MPH) is the first-line treatment for ADHD; however, despite its wide usage, little is known about its neurometabolic effects. Until now, no randomized and blinded clinical trials have been conducted addressing the neurometabolic signals of MPH administration in adults with ADHD. In the current study, the authors investigated how MPH intake and group psychotherapy (GPT) influence brain neurometabolism over the course of three months. The authors hypothesized a decrease in the anterior cingulate cortex (ACC) glutamate concentration following MPH administration. This study was part of a double-blind multicenter trial (Comparison of Methylphenidate and Psychotherapy in Adult ADHD Study (COMPAS)) investigating the effects of MPH and GPT in patients with adult ADHD. Using single-voxel magnetic resonance spectroscopy (MRS) of the pregenual ACC and the left cerebellar hemisphere (CHL), we investigated the concentration of glutamate plus glutamine (Glx), N-acetyl-aspartate, creatine, total choline containing compounds, and myo-inositol in patients before and after 12 weeks of treatment. Neither MPH nor GPT significantly influenced the Glx concentration or any of the other metabolite concentrations in the ACC and CHL after 12 weeks. Therefore, contrary to the hypothesis, no change in the prefrontal Glx signal was detected after MPH treatment. Given that MRS does not differentiate between glutamate in the synaptic cleft and in neuronal tissue, MPH-induced down-regulation of glutamatergic neurotransmission in the ACC might only affect the concentration of glutamate in the synaptic cleft, while the general availability of glutamate in the respective neuronal tissue might be unaffected by MPH intake. The observed lack of any MPH-induced normalization in metabolite concentrations is less surprising, considering that the baseline sample did not significantly differ from a healthy control group. Future studies of other regions, such as the basal ganglia, and the use of novel methods, such as whole brain MRS and multimodal imaging approaches, are necessary.
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Affiliation(s)
- Simon Maier
- Section for Experimental Neuropsychiatry, Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (B.F.); (K.N.); (E.P.); (D.E.)
- Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (K.D.)
| | - Ludger Tebartz van Elst
- Section for Experimental Neuropsychiatry, Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (B.F.); (K.N.); (E.P.); (D.E.)
- Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (K.D.)
- Correspondence:
| | - Alexandra Philipsen
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, 53105 Bonn, Germany;
| | - Thomas Lange
- Department of Radiology, Medical Physics, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany;
| | - Bernd Feige
- Section for Experimental Neuropsychiatry, Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (B.F.); (K.N.); (E.P.); (D.E.)
- Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (K.D.)
| | - Volkmar Glauche
- Department of Neurology, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany;
| | - Kathrin Nickel
- Section for Experimental Neuropsychiatry, Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (B.F.); (K.N.); (E.P.); (D.E.)
- Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (K.D.)
| | - Swantje Matthies
- Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (K.D.)
| | - Barbara Alm
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty of Mannheim, University of Heidelberg, 68159 Mannheim, Germany; (B.A.); (E.S.)
| | - Esther Sobanski
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty of Mannheim, University of Heidelberg, 68159 Mannheim, Germany; (B.A.); (E.S.)
- Department of Child and Adolescent Psychiatry, University Medical Center Mainz, 55131 Mainz, Germany
| | - Katharina Domschke
- Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (K.D.)
- Center for Basics in Neuromodulation, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Evgeniy Perlov
- Section for Experimental Neuropsychiatry, Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (B.F.); (K.N.); (E.P.); (D.E.)
- Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (K.D.)
- Clinic for Psychiatry Luzern, St. Urban, 4915 Luzern, Switzerland
| | - Dominique Endres
- Section for Experimental Neuropsychiatry, Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (B.F.); (K.N.); (E.P.); (D.E.)
- Department of Psychiatry and Psychotherapy, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany; (S.M.); (K.D.)
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Hai T, Duffy H, Lemay JF, Swansburg R, Climie EA, MacMaster FP. Neurochemical Correlates of Executive Function in Children with Attention-Deficit/Hyperactivity Disorder. JOURNAL OF THE CANADIAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY = JOURNAL DE L'ACADEMIE CANADIENNE DE PSYCHIATRIE DE L'ENFANT ET DE L'ADOLESCENT 2020; 29:15-25. [PMID: 32194648 PMCID: PMC7065568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Accepted: 10/03/2019] [Indexed: 06/10/2023]
Abstract
OBJECTIVES Attention-Deficit/Hyperactivity Disorder (ADHD) is a prevalent neurodevelopmental disorder with no known biomarkers. The objectives of this study were 1) to investigate spectroscopic biomarkers in the right prefrontal cortex (R-PFC) and left striatum; 2) to evaluate Executive Function (EF) performance; and, 3) to examine the clinical relevance of glutamate in EF tasks. METHODS A total of 21 children with ADHD (M = 10.41 years, SD = 1.41) and 15 controls without ADHD (M = 9.90 years, SD = 1.54 years) were enrolled. Short echo proton magnetic resonance spectroscopy (1H-MRS; TE = 30ms) was used to study the changes in the R-PFC and left striatum. Both groups completed an EF assessment battery, including working memory, inhibition, cognitive flexibility and verbal fluency tasks. RESULTS In the R-PFC, independent t-tests found decreased concentration of glutamate (p = 0.009), NAA (p = 0.029) and choline (p = 0.016) in ADHD participants compared to controls. No significant differences were seen in the left striatum. Multivariate analysis of variance did not indicate overall EF challenges in the ADHD sample (p < .05). Positive correlations with glutamate concentration and EF performance in the control group were observed, however, no such correlations were reported in the ADHD group. CONCLUSIONS The results indicated a subgroup of children with ADHD who presented with hypo-glutamatergic signalling in the R-PFC. Additionally, findings suggested a decoupling effect of glutamate in EF related tasks in children with ADHD compared to controls. Thus, glutamate concentration may be a possible ADHD biomarker and novel treatments target.
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Affiliation(s)
- Tasmia Hai
- Werklund School of Education, University of Calgary, Calgary, Alberta
| | - Hanna Duffy
- Werklund School of Education, University of Calgary, Calgary, Alberta
| | | | - Rose Swansburg
- Cumming School of Medicine, University of Calgary, Calgary, Alberta
| | - Emma A Climie
- Werklund School of Education, University of Calgary, Calgary, Alberta
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Wiguna T, Wigantara NA, Ismail RI, Kaligis F, Minayati K, Bahana R, Dirgantoro B. A Four-Step Method for the Development of an ADHD-VR Digital Game Diagnostic Tool Prototype for Children Using a DL Model. Front Psychiatry 2020; 11:829. [PMID: 32973578 PMCID: PMC7461963 DOI: 10.3389/fpsyt.2020.00829] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 07/30/2020] [Indexed: 11/13/2022] Open
Abstract
Attention-deficit/hyperactivity disorder (ADHD) is a common neurodevelopmental disorder among children resulting in disturbances in their daily functioning. Virtual reality (VR) and machine learning technologies, such as deep learning (DL) application, are promising diagnostic tools for ADHD in the near future because VR provides stimuli to replace real stimuli and recreate experiences with high realism. It also creates a playful virtual environment and reduces stress in children. The DL model is a subset of machine learning that can transform input and output data into diagnostic values using convolutional neural network systems. By using a sensitive and specific ADHD-VR diagnostic tool prototype for children with DL model, ADHD can be diagnosed more easily and accurately, especially in places with few mental health resources or where tele-consultation is possible. To date, several virtual reality-continuous performance test (VR-CPT) diagnostic tools have been developed for ADHD; however, they do not include a machine learning or deep learning application. A diagnostic tool development study needs a trustworthy and applicable study design and conduct to ensure the completeness and transparency of the report of the accuracy of the diagnostic tool. The proposed four-step method is a mixed-method research design that combines qualitative and quantitative approaches to reduce bias and collect essential information to ensure the trustworthiness and relevance of the study findings. Therefore, this study aimed to present a brief review of a ADHD-VR digital game diagnostic tool prototype with a DL model for children and the proposed four-step method for its development.
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Affiliation(s)
- Tjhin Wiguna
- Faculty of Medicine, Universitas Indonesia-Dr. Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Ngurah Agung Wigantara
- Faculty of Medicine, Universitas Indonesia-Dr. Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Raden Irawati Ismail
- Faculty of Medicine, Universitas Indonesia-Dr. Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Fransiska Kaligis
- Faculty of Medicine, Universitas Indonesia-Dr. Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Kusuma Minayati
- Faculty of Medicine, Universitas Indonesia-Dr. Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Raymond Bahana
- Faculty of Computer Science, Bina Nusantara University, Jakarta, Indonesia
| | - Bayu Dirgantoro
- Faculty of Computer Science, Bina Nusantara University, Jakarta, Indonesia
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Bauer J, Werner A, Kohl W, Kugel H, Shushakova A, Pedersen A, Ohrmann P. Hyperactivity and impulsivity in adult attention-deficit/hyperactivity disorder is related to glutamatergic dysfunction in the anterior cingulate cortex. World J Biol Psychiatry 2018; 19:538-546. [PMID: 27973969 DOI: 10.1080/15622975.2016.1262060] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
OBJECTIVES Attention-deficit/hyperactivity disorder (ADHD) is closely linked to the dysregulation of dopaminergic and noradrenergic neurotransmission in the fronto-striatal neural network, including the anterior cingulate cortex (ACC) and the dorsolateral prefrontal cortex (DLPFC). Additionally, increasing evidence supports the involvement of the glutamatergic system in the pathophysiology of ADHD. Impulsivity, a core symptom in patients with ADHD, has been repeatedly associated with glutamatergic neurotransmission, and pharmacological treatment of ADHD has been shown to reduce glutamate levels in the prefrontal cortex. METHODS We investigated glutamate levels in the ACC and the DLPFC in 30 adults with ADHD and 30 healthy controls using single-voxel proton magnetic resonance spectroscopy on a 3T scanner. RESULTS The ADHD group showed a significant increase in glutamate in the ACC compared to controls, no significant differences in metabolites were observed in the DLPFC. Overall, glutamate levels in the ACC were positively correlated with ADHD symptomatology, especially hyperactivity and impulsivity symptoms. CONCLUSIONS Increased levels of glutamate in the ACC, which were positively correlated with hyperactivity and impulsivity, support the hypothesis that dysfunctional glutamatergic neurotransmission is at least partially responsible for ADHD symptomatology. Modulation of glutamatergic neurotransmission might therefore be a promising avenue for future pharmacological interventions.
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Affiliation(s)
- Jochen Bauer
- a Institute for Clinical Radiology, School of Medicine , University of Muenster , Germany
| | - Anne Werner
- b Department of Psychiatry, School of Medicine , University of Muenster , Germany
| | - Waldemar Kohl
- b Department of Psychiatry, School of Medicine , University of Muenster , Germany
| | - Harald Kugel
- a Institute for Clinical Radiology, School of Medicine , University of Muenster , Germany
| | - Anna Shushakova
- c Clinical Psychology and Psychotherapy, Institute of Psychology , University of Kiel , Germany
| | - Anya Pedersen
- c Clinical Psychology and Psychotherapy, Institute of Psychology , University of Kiel , Germany
| | - Patricia Ohrmann
- b Department of Psychiatry, School of Medicine , University of Muenster , Germany
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Schulz KP, Krone B, Adler LA, Bédard ACV, Duhoux S, Pedraza J, Mahagabin S, Newcorn JH. Lisdexamfetamine Targets Amygdala Mechanisms That Bias Cognitive Control in Attention-Deficit/Hyperactivity Disorder. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2018; 3:686-693. [PMID: 29661516 DOI: 10.1016/j.bpsc.2018.03.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Revised: 03/05/2018] [Accepted: 03/06/2018] [Indexed: 11/19/2022]
Abstract
BACKGROUND Prefrontal-limbic circuits that form the neural architecture for emotion to influence behavior have been implicated in the pathophysiology of attention-deficit/hyperactivity disorder (ADHD) and represent a potentially important target of medication treatment that has not been substantively evaluated. This study tested the effect of the psychostimulant prodrug lisdexamfetamine dimesylate on amygdala activation and connectivity during the emotional bias of response execution and inhibition. METHODS Twenty-five adults with ADHD were scanned twice with event-related functional magnetic resonance imaging while performing an emotional go/no-go task after 3 to 4 weeks of lisdexamfetamine treatment and 3 weeks off medication in a randomized, counterbalanced, hybrid crossover design. Drug, trial type, and face emotion (happy, sad, or neutral) were included as within-subjects factors in repeated measures analyses of activation and connectivity. RESULTS Lisdexamfetamine was associated with increased right amygdala activation and reduced psychophysiological interactions with the orbital aspect of the left inferior frontal gyrus specifically for responses to sad faces compared with placebo, but there was no effect on the accuracy of response execution or inhibition. The relative gain in right amygdala activation in response to sad faces for lisdexamfetamine was correlated with a reduction in symptoms of ADHD. CONCLUSIONS Treatment with lisdexamfetamine potentiates affective encoding in amygdala, purportedly via catecholaminergic mechanisms, but functionally disconnects the amygdala from inferior frontal regions that encode behavioral significance-resulting in reduced emotional bias of cognitive control. Pinpointing the neurophysiologic underpinnings of therapeutic improvement with lisdexamfetamine represents a first step in developing targeted approaches to treatment of ADHD.
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Affiliation(s)
- Kurt P Schulz
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York.
| | - Beth Krone
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York
| | - Lenard A Adler
- Department of Psychiatry, New York University Langone School of Medicine, New York
| | - Anne-Claude V Bédard
- Ontario Institute for Studies in Education, University of Toronto, Toronto, Ontario, Canada
| | - Stephanie Duhoux
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York
| | - Juan Pedraza
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York
| | | | - Jeffrey H Newcorn
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York
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Wiguna T, Ismail RI, Winarsih NS, Kaligis F, Hapsari A, Budiyanti L, Sekartini R, Rahayu S, Guerrero APS. Dopamine transporter gene polymorphism in children with ADHD: A pilot study in Indonesian samples. Asian J Psychiatr 2017; 29:35-38. [PMID: 29061424 DOI: 10.1016/j.ajp.2017.03.041] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2016] [Revised: 03/29/2017] [Accepted: 03/30/2017] [Indexed: 01/05/2023]
Abstract
INTRODUCTION Several studies showed that DAT1 polymorphism closed related with ADHD although the results were not consistently found. Studies in China, South Korea, Japan revealed that 10-repeat allele gave a risk for ADHD. Based on that understanding, this study tried to identify whether the similar polymorphism of DAT1 was also apparent in Indonesian children with ADHD. METHOD This was a case - control study. Case was 50 Indonesian origin children with ADHD and without any other mental disorders and metal retardation. Control is Indonesian origin children without ADHD, other mental disorders and mental retardation. ADHD diagnosis was taken after doing the psychiatric interview and observation based on the DSM-IV TR diagnostic criteria for ADHD at the Child and Adolescent Psychiatry Out-patient Clinic, Dr. Cipto Mangunkusumo National Referral Hospital - Faculty of Medicine Universitas Indonesia. DNA isolation, DNA purity and concentration were measured. PCR was done by using a primer based on Homo sapiens solute carrier family 6 (neurotransmitter transporter), member 3 (SLC6A3), RefSeq Gene on chromosome 5 with accession number NG_015885.1. To identify the serial of repeated allele, we used the sequencing technique. RESULTS There were 47 children with ADHD and 48 children without ADHD that involved in the final analysis. The mean of age amongst ADHD group was 9.18 (2.42) and 8.10 (2.46) years old in non-ADHD group. The 10-repeated allele of DAT1 was the highest proportion in both. CONCLUSION This finding was apparently similar with other studies on DAT1 polymorphism across Asian.
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Affiliation(s)
- Tjhin Wiguna
- Child and Adolescent Psychiatry Division, Department of Psychiatry, Dr. Cipto Mangunkusumo General Hospital - Faculty of Medicine Universitas Indonesia, Jalan Diponegoro 71, Jakarta 10430, Indonesia.
| | - Raden Irawati Ismail
- Child and Adolescent Psychiatry Division, Department of Psychiatry, Dr. Cipto Mangunkusumo General Hospital - Faculty of Medicine Universitas Indonesia, Jalan Diponegoro 71, Jakarta 10430, Indonesia
| | - Noorhana Setyawati Winarsih
- Child and Adolescent Psychiatry Division, Department of Psychiatry, Dr. Cipto Mangunkusumo General Hospital - Faculty of Medicine Universitas Indonesia, Jalan Diponegoro 71, Jakarta 10430, Indonesia
| | - Fransiska Kaligis
- Child and Adolescent Psychiatry Division, Department of Psychiatry, Dr. Cipto Mangunkusumo General Hospital - Faculty of Medicine Universitas Indonesia, Jalan Diponegoro 71, Jakarta 10430, Indonesia
| | - Anggia Hapsari
- Child and Adolescent Psychiatry Division, Department of Psychiatry, Dr. Cipto Mangunkusumo General Hospital - Faculty of Medicine Universitas Indonesia, Jalan Diponegoro 71, Jakarta 10430, Indonesia
| | - Lina Budiyanti
- Child and Adolescent Psychiatry Division, Department of Psychiatry, Dr. Cipto Mangunkusumo General Hospital - Faculty of Medicine Universitas Indonesia, Jalan Diponegoro 71, Jakarta 10430, Indonesia
| | - Rini Sekartini
- Department of Child Health, Dr. Cipto Mangunkusumo National Referral Hospital - Faculty of Medicine Universitas Indonesia, Jalan Diponegoro 71, Jakarta 10430, Indonesia
| | - Susan Rahayu
- Laboratorium Terpadu, Faculty of Medicine Universitas Indonesia, Jalan Salemba Raya 4, Jakarta 10430, Indonesia
| | - Anthony P S Guerrero
- Department of Psychiatry, Division of Child and Adolescent Psychiatry, University of Hawai'i at Mānoa John A. Burns School of Medicine, Honolulu, HI, USA
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Zimmer L. Contribution of Clinical Neuroimaging to the Understanding of the Pharmacology of Methylphenidate. Trends Pharmacol Sci 2017; 38:608-620. [PMID: 28450072 DOI: 10.1016/j.tips.2017.04.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Revised: 02/28/2017] [Accepted: 04/03/2017] [Indexed: 12/20/2022]
Abstract
Methylphenidate (MPH) is currently the most widely used molecule in the pharmacologic treatment of attention-deficit hyperactivity disorder (ADHD). Although experience of its application now extends over several decades, its psychotropic nature, prolonged use in children, and chemical relation to amphetamines still raise doubts in the minds of prescribers and the families of the patients. Brain imaging has shed considerable light on the neuropharmacology of MPH. The two main in vivo neuroimaging techniques are positron-emission tomography (PET) and magnetic resonance imaging (MRI), and these can be applied in both animal models and humans. The present review seeks to show how human molecular and functional imaging has contributed to determining not only the molecular targets of MPH, and the action kinetics of the various pharmaceutical forms available, but also the connectivity and brain networks activated by treatment. We also discuss the perspectives opened up by new hybrid PET-MRI techniques that enable multimodal tracking of the impact of methylphenidate on neurotransmission.
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Affiliation(s)
- Luc Zimmer
- Université Claude Bernard Lyon 1, Université de Lyon, Lyon, France; Centre d'Étude et de Recherche Multimodale et Pluridisciplinaire en Imagerie (CERMEP) Imaging Platform, Hospices Civils de Lyon, Bron, France; Lyon Neuroscience Research Center, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France.
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12
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Endres D, Perlov E, Maier S, Feige B, Nickel K, Goll P, Bubl E, Lange T, Glauche V, Graf E, Ebert D, Sobanski E, Philipsen A, Tebartz van Elst L. Normal Neurochemistry in the Prefrontal and Cerebellar Brain of Adults with Attention-Deficit Hyperactivity Disorder. Front Behav Neurosci 2015; 9:242. [PMID: 26441572 PMCID: PMC4585345 DOI: 10.3389/fnbeh.2015.00242] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Accepted: 08/24/2015] [Indexed: 01/07/2023] Open
Abstract
Attention-deficit hyperactivity disorder (ADHD) is a common neurodevelopmental disorder. In an attempt to extend earlier neurochemical findings, we organized a magnetic resonance spectroscopy (MRS) study as part of a large, government-funded, prospective, randomized, multicenter clinical trial comparing the effectiveness of specific psychotherapy with counseling and stimulant treatment with placebo treatment (Comparison of Methylphenidate and Psychotherapy Study). We report the baseline neurochemical data for the anterior cingulate cortex (ACC) and the cerebellum in a case–control setting. For the trial, 1,480 adult patients were contacted for participation, 518 were assessed for eligibility, 433 were randomized, and 187 were potentially eligible for neuroimaging. The control group included 119 healthy volunteers. Single-voxel proton MRS was performed. In the patient group, 113 ACC and 104 cerebellar spectra fulfilled all quality criteria for inclusion in statistical calculations, as did 82 ACC and 78 cerebellar spectra in the control group. We did not find any significant neurometabolic differences between the ADHD and control group in the ACC (Wilks’ lambda test: p = 0.97) or in the cerebellum (p = 0.62). Thus, we were unable to replicate earlier findings in this methodologically sophisticated study. We discuss our findings in the context of a comprehensive review of other MRS studies on ADHD and a somewhat skeptical neuropsychiatric research perspective. As in other neuropsychiatric disorders, the unclear nosological status of ADHD might be an explanation for false-negative findings.
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Affiliation(s)
- Dominique Endres
- Section for Experimental Neuropsychiatry, Department for Psychiatry and Psychotherapy, University Medical Center Freiburg , Freiburg , Germany
| | - Evgeniy Perlov
- Section for Experimental Neuropsychiatry, Department for Psychiatry and Psychotherapy, University Medical Center Freiburg , Freiburg , Germany
| | - Simon Maier
- Section for Experimental Neuropsychiatry, Department for Psychiatry and Psychotherapy, University Medical Center Freiburg , Freiburg , Germany
| | - Bernd Feige
- Section for Experimental Neuropsychiatry, Department for Psychiatry and Psychotherapy, University Medical Center Freiburg , Freiburg , Germany
| | - Kathrin Nickel
- Section for Experimental Neuropsychiatry, Department for Psychiatry and Psychotherapy, University Medical Center Freiburg , Freiburg , Germany
| | - Peter Goll
- Section for Experimental Neuropsychiatry, Department for Psychiatry and Psychotherapy, University Medical Center Freiburg , Freiburg , Germany
| | - Emanuel Bubl
- Section for Experimental Neuropsychiatry, Department for Psychiatry and Psychotherapy, University Medical Center Freiburg , Freiburg , Germany
| | - Thomas Lange
- Department of Radiology, Medical Physics, University Medical Center Freiburg , Freiburg , Germany ; Freiburg Institute for Advanced Studies, Albert-Ludwigs-University , Freiburg , Germany
| | - Volkmar Glauche
- Department of Neurology, University Medical Center Freiburg , Freiburg , Germany
| | - Erika Graf
- Clinical Trials Unit, University Medical Center Freiburg , Freiburg , Germany
| | - Dieter Ebert
- Section for Experimental Neuropsychiatry, Department for Psychiatry and Psychotherapy, University Medical Center Freiburg , Freiburg , Germany
| | - Esther Sobanski
- Clinic for Psychiatry and Psychotherapy, Central Institute for Mental Health Mannheim , Mannheim , Germany
| | - Alexandra Philipsen
- Section for Experimental Neuropsychiatry, Department for Psychiatry and Psychotherapy, University Medical Center Freiburg , Freiburg , Germany
| | - Ludger Tebartz van Elst
- Section for Experimental Neuropsychiatry, Department for Psychiatry and Psychotherapy, University Medical Center Freiburg , Freiburg , Germany
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