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Blader JC, Garrett AS, Pliszka SR. Annual Research Review: What processes are dysregulated among emotionally dysregulated youth? - a systematic review. J Child Psychol Psychiatry 2025. [PMID: 39969267 DOI: 10.1111/jcpp.14126] [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] [Accepted: 12/13/2024] [Indexed: 02/20/2025]
Abstract
Proliferation of the term "emotion dysregulation" in child psychopathology parallels the growing interest in processes that influence negative emotional reactivity. While it commonly refers to a clinical phenotype where intense anger leads to behavioral dyscontrol, the term implies etiology because anything that is dysregulated requires an impaired regulatory mechanism. Many cognitive, affective, behavioral, neural, and social processes have been studied to improve understanding of emotion dysregulation. Nevertheless, the defective regulatory mechanism that might underlie it remains unclear. This systematic review of research on processes that affect emotion dysregulation endeavors to develop an integrative framework for the wide variety of factors investigated. It seeks to ascertain which, if any, constitutes an impaired regulatory mechanism. Based on this review, we propose a framework organizing emotion-relevant processes into categories pertaining to stimulus processing, response selection and control, emotion generation, closed- or open-loop feedback-based regulation, and experiential influences. Our review finds scant evidence for closed-loop (automatic) mechanisms to downregulate anger arousal rapidly. Open-loop (deliberate) regulatory strategies seem effective for low-to-moderate arousal. More extensive evidence supports roles for aspects of stimulus processing (sensory sensitivity, salience, appraisal, threat processing, and reward expectancy). Response control functions, such as inhibitory control, show robust associations with emotion dysregulation. Processes relating to emotion generation highlight aberrant features in autonomic, endocrine, reward functioning, and tonic mood states. A large literature on adverse childhood experiences and family interactions shows the unique and joint effects of interpersonal with child-level risks. We conclude that the defective closed-loop regulatory mechanisms that emotion dysregulation implies require further specification. Integrating research on emotion-relevant mechanisms along an axis from input factors through emotion generation to corrective feedback may promote research on (a) heterogeneity in pathogenesis, (b) interrelationships between these factors, and (c) the derivation of better-targeted treatments that address specific pathogenic processes of affected youth.
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Affiliation(s)
- Joseph C Blader
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Amy S Garrett
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Steven R Pliszka
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
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Huang CG, Lin WN, Hsin LJ, Huang YS, Chuang LP, Fang TJ, Li HY, Kuo TBJ, Yang CCH, Lee CC, Lee LA. Alterations in Gut Microbiota Composition Are Associated with Changes in Emotional Distress in Children with Obstructive Sleep Apnea. Microorganisms 2024; 12:2626. [PMID: 39770828 PMCID: PMC11677172 DOI: 10.3390/microorganisms12122626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Revised: 12/15/2024] [Accepted: 12/17/2024] [Indexed: 01/11/2025] Open
Abstract
Emerging evidence underscores the pivotal role of the gut microbiota in regulating emotional and behavioral responses via the microbiota-gut-brain axis. This study explores associations between pediatric obstructive sleep apnea (OSA), emotional distress (ED), and gut microbiome alterations before and after OSA treatment. Sixty-six children diagnosed with OSA via polysomnography participated, undergoing adenotonsillectomy alongside routine educational sessions. ED was assessed using the OSA-18 questionnaire, categorizing participants into high ED (scores ≥ 11, 52%) and low ED (scores < 11, 48%) groups. Gut microbiome analysis revealed significant diversity differences, with high ED linked to a reduced Shannon index (p = 0.03) and increased beta diversity (p = 0.01). Three months post-treatment, significant improvements were observed in OSA symptoms, ED scores, and gut microbiome alpha diversity metrics among 55 participants (all p < 0.04). Moreover, changes in the relative abundances of Veillonella, Bifidobacterium, Flavonifractor, and Agathobacter, as well as ultra-low frequency power and low frequency power of sleep heart rate variability, were independently associated with ED score alterations. These findings underscore the gut microbiome's critical role in the emotional and behavioral symptoms associated with pediatric OSA, suggesting that microbiome-targeted interventions could complement traditional treatments for ED reduction and emphasizing the need for further research.
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Affiliation(s)
- Chung-Guei Huang
- Department of Laboratory Medicine, Linkou Main Branch, Chang Gung Memorial Hospital, Taoyuan 33305, Taiwan;
- Research Center for Emerging Viral Infections, Department of Medical Biotechnology and Laboratory Science, Chang Gung University, Taoyuan 33302, Taiwan
| | - Wan-Ni Lin
- Department of Otorhinolaryngology-Head and Neck Surgery, Linkou Main Branch, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan 33305, Taiwan; (W.-N.L.); (L.-J.H.); (T.-J.F.); (H.-Y.L.)
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-S.H.); (L.-P.C.); (C.-C.L.)
| | - Li-Jen Hsin
- Department of Otorhinolaryngology-Head and Neck Surgery, Linkou Main Branch, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan 33305, Taiwan; (W.-N.L.); (L.-J.H.); (T.-J.F.); (H.-Y.L.)
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-S.H.); (L.-P.C.); (C.-C.L.)
| | - Yu-Shu Huang
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-S.H.); (L.-P.C.); (C.-C.L.)
- Department of Child Pschiatry, Linkou Main Branch, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan 33305, Taiwan
| | - Li-Pang Chuang
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-S.H.); (L.-P.C.); (C.-C.L.)
- Department of Pulmonary and Critical Care Medicine, Linkou Main Branch, Chang Gung Memorial Hospital, Taoyuan 33305, Taiwan
| | - Tuan-Jen Fang
- Department of Otorhinolaryngology-Head and Neck Surgery, Linkou Main Branch, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan 33305, Taiwan; (W.-N.L.); (L.-J.H.); (T.-J.F.); (H.-Y.L.)
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-S.H.); (L.-P.C.); (C.-C.L.)
| | - Hsueh-Yu Li
- Department of Otorhinolaryngology-Head and Neck Surgery, Linkou Main Branch, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan 33305, Taiwan; (W.-N.L.); (L.-J.H.); (T.-J.F.); (H.-Y.L.)
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-S.H.); (L.-P.C.); (C.-C.L.)
| | - Terry B. J. Kuo
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan; (T.B.J.K.); (C.C.H.Y.)
- Sleep Research Center, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
- Center for Mind and Brain Medicine, Tsaotun Psychiatric Center, Ministry of Health and Welfare, Nantou 542019, Taiwan
| | - Cheryl C. H. Yang
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan; (T.B.J.K.); (C.C.H.Y.)
- Sleep Research Center, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
| | - Chin-Chia Lee
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-S.H.); (L.-P.C.); (C.-C.L.)
| | - Li-Ang Lee
- Department of Otorhinolaryngology-Head and Neck Surgery, Linkou Main Branch, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan 33305, Taiwan; (W.-N.L.); (L.-J.H.); (T.-J.F.); (H.-Y.L.)
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-S.H.); (L.-P.C.); (C.-C.L.)
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan; (T.B.J.K.); (C.C.H.Y.)
- School of Medicine, College of Life Science and Medicine, National Tsing Hua University, Hsinchu 300044, Taiwan
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Brice F, Lam-Cassettari C, Gerstl B, Eapen V, Lin PI. Evaluating the Link between Visual Attention Bias and Emotion Dysregulation of Young Children. Psychiatr Q 2024; 95:543-560. [PMID: 39192043 PMCID: PMC11568008 DOI: 10.1007/s11126-024-10089-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/09/2024] [Indexed: 08/29/2024]
Abstract
The ability to regulate emotions is vital to successful social interactions. This study explores whether visual attention bias is associated with emotion dysregulation (ED) in early childhood. Parental reports of child ED (Child Behaviour Checklist (CBCL) and Temper Tantrum Scale) were examined in relation to child visual attention bias whilst viewing emotional faces. Results indicated that the level of eye gaze fixation towards emotional images and faces was associated with ED when social function (measured with the Social Responsiveness Scale), gender, age, and attention problems (measured from the CBCL subscale), were adjusted. The modifying effect on visual attention bias was evaluated using interaction analysis in the generalized linear model. The level of visual attention bias, indicated by the proportion of eye gaze fixation time on areas of interest (AOIs) in images displaying unpleasant emotions (such as anger), was inversely associated with the level of externalising problem behaviours (p = .014). Additionally, the association of eye gaze fixation time for AOIs displaying negative emotional cues with the level of externalising problem behaviours varied by age (p = .04), with younger children (aged < 70 months) demonstrating a stronger association than older children (aged ≥ 70 months). Findings suggest that young children with greater ED symptoms look less at unpleasant emotional cues. However, this relationship is attenuated as children become older. Further research to identify objective biomarkers that incorporate eye-tracking tasks may support prediction of ED-related mental health issues in the early years.
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Affiliation(s)
- Febe Brice
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, New South Wales, Australia
| | - Christa Lam-Cassettari
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, New South Wales, Australia
- Academic Unit of Child and Adolescent Psychiatry, South Western Sydney Local Health District, Sydney, Australia
| | - Brigitte Gerstl
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, New South Wales, Australia
- Academic Unit of Child and Adolescent Psychiatry, South Western Sydney Local Health District, Sydney, Australia
| | - Valsamma Eapen
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, New South Wales, Australia
- Academic Unit of Child and Adolescent Psychiatry, South Western Sydney Local Health District, Sydney, Australia
| | - Ping-I Lin
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, New South Wales, Australia.
- Department of Mental Health, School of Medicine, Western Sydney University, Sydney, Australia.
- Department of Psychiatry and Behavioral Neuroscience, Saint Louis University, Saint Louis, USA.
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Castro Ribeiro T, García Pagès E, Huguet A, Alda JA, Badiella L, Aguiló J. Physiological parameters to support attention deficit hyperactivity disorder diagnosis in children: a multiparametric approach. Front Psychiatry 2024; 15:1430797. [PMID: 39575190 PMCID: PMC11578978 DOI: 10.3389/fpsyt.2024.1430797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Accepted: 10/21/2024] [Indexed: 11/24/2024] Open
Abstract
Introduction Attention deficit hyperactivity disorder (ADHD) is a high-prevalent neurodevelopmental disorder characterized by inattention, impulsivity, and hyperactivity, frequently co-occurring with other psychiatric and medical conditions. Current diagnosis is time-consuming and often delays effective treatment; to date, no valid biomarker has been identified to facilitate this process. Research has linked the core symptoms of ADHD to autonomic dysfunction resulting from impaired arousal modulation, which contributes to physiological abnormalities that may serve as useful biomarkers for the disorder. While recent research has explored alternative objective assessment tools, few have specifically focused on studying ADHD autonomic dysregulation through physiological parameters. This study aimed to design a multiparametric physiological model to support ADHD diagnosis. Methods In this observational study we non-invasively analyzed heart rate variability (HRV), electrodermal activity (EDA), respiration, and skin temperature parameters of 69 treatment-naïve ADHD children and 29 typically developing (TD) controls (7-12 years old). To identify the most relevant parameters to discriminate ADHD children from controls, we explored the physiological behavior at baseline and during a sustained attention task and applied a logistic regression procedure. Results ADHD children showed increased HRV and lower EDA at baseline. The stress-inducing task elicits higher reactivity for EDA, pulse arrival time (PAT), and respiratory frequency in the ADHD group. The final classification model included 4 physiological parameters and was adjusted by gender and age. A good capacity to discriminate between ADHD children and TD controls was obtained, with an accuracy rate of 85.5% and an AUC of 0.95. Discussion Our findings suggest that a multiparametric physiological model constitutes an accurate tool that can be easily employed to support ADHD diagnosis in clinical practice. The discrimination capacity of the model may be analyzed in larger samples to confirm the possibility of generalization.
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Affiliation(s)
- Thais Castro Ribeiro
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Microelectronics and Electronic Systems, Autonomous University of Barcelona, Barcelona, Spain
| | - Esther García Pagès
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Microelectronics and Electronic Systems, Autonomous University of Barcelona, Barcelona, Spain
| | - Anna Huguet
- Child and Adolescent Mental Health Service, Sant Joan de Déu Terres de Lleida, Lleida, Spain
- Children and Adolescent Mental Health Research Group, Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain
| | - Jose A. Alda
- Children and Adolescent Mental Health Research Group, Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain
- Child and Adolescent Psychiatry and Psychology Department, Hospital Sant Joan de Déu, Barcelona, Spain
| | - Llorenç Badiella
- Applied Statistics Service, Autonomous University of Barcelona, Barcelona, Spain
| | - Jordi Aguiló
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain
- Department of Microelectronics and Electronic Systems, Autonomous University of Barcelona, Barcelona, Spain
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Alacha HF, Rosen PJ, Bufferd SJ. Children's emotional reactivity and negative affect predict future ADHD symptom severity beyond initial ADHD symptom severity. Eur Child Adolesc Psychiatry 2024; 33:3517-3528. [PMID: 38502319 DOI: 10.1007/s00787-024-02403-z] [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] [Received: 08/18/2023] [Accepted: 02/18/2024] [Indexed: 03/21/2024]
Abstract
Children with Attention-Deficit/Hyperactivity Disorder (ADHD) often experience significant emotion dysregulation. However, there is limited longitudinal data on associations between multiple aspects of emotion dysregulation and ADHD symptoms. Additionally, given substantial evidence that increased levels and variability of negative affect (NA) are identified in children with ADHD, it is important to examine the role of NA in this relationship. The present study used momentary and longitudinal data to examine the relation between two aspects of emotion dysregulation (emotional lability and emotional reactivity), the two ADHD symptom clusters separately (inattentive and hyperactive/impulsive), total ADHD symptom severity, and NA variability over a period of six months. Participants (N = 68) were parents of children aged 7-12 years old (M = 9.80, SD = 1.34) who completed baseline and 6-month follow-up reports of children's ADHD symptoms and emotion dysregulation as well as ecological momentary assessments (EMA) of their children's NA for one week. Results were threefold: (1) children's emotional reactivity predicted inattentive, hyperactive/impulsive, and total ADHD symptom severity above and beyond initial ADHD symptom severity, but emotional lability did not significantly predict severity of any ADHD symptom cluster; (2) NA variability predicted hyperactive/impulsive and total ADHD symptom severity, but not inattentive severity; and (3) initial ADHD symptom severity did not predict emotion dysregulation at follow-up. The current study provides novel insight regarding the longitudinal influence of specific aspects of emotion dysregulation and NA on ADHD symptom severity in children and suggests that targeting emotional reactivity could minimize ADHD symptom severity.
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Affiliation(s)
- Helena F Alacha
- Department of Psychological and Brain Sciences, University of Louisville, 317 Life Sciences Building, Louisville, KY, 40292, USA.
| | - Paul J Rosen
- Department of Pediatrics, University of Louisville School of Medicine, 571 S Floyd St, Louisville, KY, 40202, USA
- Norton Children's Behavioral and Mental Health, 200 E Chestnut St #200, Louisville, KY, 40202, USA
| | - Sara J Bufferd
- Department of Psychological and Brain Sciences, University of Louisville, 317 Life Sciences Building, Louisville, KY, 40292, USA
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Kokori E, Aderinto N, Olatunji G, Komolafe R, Abraham IC, Babalola AE, Aboje JE, Ukoaka BM, Samuel O, Ayodeji A, Omoworare O, Olatunji D. Maternal and fetal neurocognitive outcomes in preeclampsia and eclampsia; a narrative review of current evidence. Eur J Med Res 2024; 29:470. [PMID: 39342384 PMCID: PMC11437679 DOI: 10.1186/s40001-024-02070-5] [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: 06/02/2024] [Accepted: 09/20/2024] [Indexed: 10/01/2024] Open
Abstract
Hypertensive disorders of pregnancy (HDP), such as preeclampsia and eclampsia, present significant risks to maternal and fetal health. While immediate complications are well-documented, emerging research highlights potential neurocognitive impacts on both mothers and their offspring. This narrative review synthesizes evidence on these neurocognitive outcomes associated with HDP, focusing on preeclampsia and eclampsia. A literature search was conducted for studies published from 2000 to February 2024. Maternal outcomes, including memory, executive function, and psychosocial well-being, were assessed across 11 studies, while fetal and neonatal neurocognitive outcomes were explored in five studies. Consistent findings indicate that preeclampsia and eclampsia are linked to impairments in maternal cognitive functions and psychosocial health. Offspring exposed to these conditions in utero also show cognitive deficits and alterations in brain connectivity. Contributing factors include placental dysfunction, altered angiokine levels, maternal stress, and socioeconomic variables. To mitigate these impacts, future research should focus on clarifying the underlying mechanisms and developing early interventions. This review emphasizes the necessity of multidisciplinary approaches to improve neurocognitive outcomes for both mothers and their children affected by preeclampsia and eclampsia.
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Affiliation(s)
- Emmanuel Kokori
- Department of Medicine and Surgery, University of Ilorin, Ilorin, Nigeria
| | - Nicholas Aderinto
- Department of Medicine, Ladoke Akintola University of Technology, PMB 5000, Ogbomoso, Nigeria.
| | - Gbolahan Olatunji
- Department of Medicine and Surgery, University of Ilorin, Ilorin, Nigeria
| | - Rosemary Komolafe
- Department of Medicine and Surgery, University of Ilorin, Ilorin, Nigeria
| | | | | | - John Ehi Aboje
- College of Health Sciences, Benue State University, Benue, Nigeria
| | | | | | - Akinmeji Ayodeji
- Department of Medicine and Surgery, Olabisi Onabanjo University, Ogun, Nigeria
| | | | - Doyin Olatunji
- Department of Health Sciences, Western Illinois University, Macomb, USA
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Hernandez ML, Garcia AM, Spiegel JA, Dick AS, Graziano PA. Multimodal Assessment of Emotion Dysregulation in Children with and without ADHD and Disruptive Behavior Disorders. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2024; 53:444-459. [PMID: 38270592 PMCID: PMC11192619 DOI: 10.1080/15374416.2024.2303706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2024]
Abstract
OBJECTIVE We sought to explore if specific domains of emotion dysregulation (emotion regulation [EREG], emotional reactivity/lability [EREL], emotion recognition/understanding [ERU], and callous-unemotional [CU] behaviors) were uniquely associated with diagnostic classifications. METHOD This study utilized a multimodal (parent/teacher [P/T] reports and behavioral observations) approach to examine emotion dysregulation in a sample of young children (68.7% boys; mean age = 5.47, SD = 0.77, 81.4% Latinx) with attention-deficit/hyperactivity disorder (ADHD Only; n = 46), ADHD + disruptive behavior disorders (ADHD+DBD; n = 129), and typically developing (TD) children (n = 148). RESULTS All three diagnostic groups were significantly different from one another on P/T reports of EREG, EREL and CU. For the ADHD+DBD group, P/T reported worse EREG and EREL, and higher mean scores of CU, compared to both ADHD Only and TD groups. The ADHD+DBD group also performed significantly worse than the TD group (but not the ADHD Only group) on observed measures of EREG, EREL and ERU. P/T reported EREG, EREL and CU for the ADHD Only group were significantly worse than the TD group. Using multinomial logistic regression, P/T reported EREG, EREL, and CU were significantly associated with diagnostic status above and beyond observed measures of emotion dysregulation. The model successfully classified children with ADHD+DBD (91.3%) and TD (95.9%); however, children in the ADHD Only group were correctly identified only 45.7% of time. CONCLUSION Our findings suggest that measures of emotion dysregulation may be particularly helpful in correctly identifying children with ADHD+DBD, but not necessarily children with ADHD Only.
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Huang J, Mauche N, Ahlers E, Bogatsch H, Böhme P, Ethofer T, Fallgatter AJ, Gallinat J, Hegerl U, Heuser I, Hoffmann K, Kittel-Schneider S, Reif A, Schöttle D, Unterecker S, Strauß M. The impact of emotional dysregulation and comorbid depressive symptoms on clinical features, brain arousal, and treatment response in adults with ADHD. Front Psychiatry 2024; 14:1294314. [PMID: 38250266 PMCID: PMC10797130 DOI: 10.3389/fpsyt.2023.1294314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 12/06/2023] [Indexed: 01/23/2024] Open
Abstract
Introduction The role of emotional dysregulation (ED) in attention-deficit/hyperactivity disorder (ADHD) has become an important issue. This study, in which we analyzed data from a predictive pharmaco-EEG-trial, aimed to examine whether symptoms of ED in adult ADHD affect ADHD symptom severity, brain arousal regulation as measured by resting EEG, and the response to stimulant medication. Methods ED is defined as having a sex- and age-corrected T-score of >70 on the emotional lability subscale of the German version of Conners' Adult ADHD Rating Scale. A total of 115 participants were included in the study, 56 of whom had ED. Participants with ED were more impaired in terms of the severity of core ADHD symptoms, especially inattentive symptoms, comorbid depressive symptoms, interpersonal relationships, and quality of life. In addition, participants with ED were more likely to report a total score above 13 on the Beck Depression Inventory-II, which was considered to be the cutoff for mild depression. Results No differences were found between the ED and non-ED groups in response to stimulant medication or in brain arousal regulation. In addition, there was no significant effect of ED with comorbid depressive symptoms on treatment response. There was a trend for subgroups that showed a change in brain arousal regulation associated with symptom improvement. Discussion Our findings may support the assumption that ED may be an important feature of ADHD. The use of EEG-based brain arousal regulation as a diagnostic and predictive tool in ADHD in the presence of ED and comorbid depressive symptoms should be further investigated.
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Affiliation(s)
- Jue Huang
- Department of Psychiatry and Psychotherapy, University of Leipzig, Leipzig, Germany
| | - Nicole Mauche
- Department of Psychiatry and Psychotherapy, University of Leipzig, Leipzig, Germany
| | - Eike Ahlers
- Department of Psychiatry and Psychotherapy, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Holger Bogatsch
- Clinical Trial Centre Leipzig, Faculty of Medicine, University of Leipzig, Leipzig, Germany
| | - Pierre Böhme
- Department of Psychiatry Psychotherapy and Preventive Medicine, University Hospital of Bochum, Bochum, Germany
| | - Thomas Ethofer
- Department of Biomedical Magnetic Resonance, University Hospital of Tübingen, Tübingen, Germany
- Department of Psychiatry and Psychotherapy, University Hospital of Tübingen, Tübingen, Germany
| | - Andreas J Fallgatter
- Department of Psychiatry and Psychotherapy, University Hospital of Tübingen, Tübingen, Germany
- Tübingen Center for Mental Health (TüCMH), University Hospital of Tübingen, Tübingen, Germany
| | - Jürgen Gallinat
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ulrich Hegerl
- Department of Psychiatry, Psychotherapy and Psychosomatic Medicine, University Hospital of Frankfurt – Goethe University, Frankfurt am Main, Germany
| | - Isabella Heuser
- Department of Psychiatry and Psychotherapy, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Knut Hoffmann
- Department of Psychiatry Psychotherapy and Preventive Medicine, University Hospital of Bochum, Bochum, Germany
| | | | - Andreas Reif
- Department of Psychiatry, Psychotherapy and Psychosomatic Medicine, University Hospital of Frankfurt – Goethe University, Frankfurt am Main, Germany
| | - Daniel Schöttle
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Stefan Unterecker
- Department of Psychiatry, Psychosomatics and Psychotherapy, University Hospital of Würzburg, Würzburg, Germany
| | - Maria Strauß
- Department of Psychiatry and Psychotherapy, University of Leipzig, Leipzig, Germany
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Morris SSJ, Timmons A, Musser ED. An Individualized, Data-Driven Biological Approach to Attention-Deficit/Hyperactivity Disorder (ADHD) Heterogeneity. Res Child Adolesc Psychopathol 2023; 51:1565-1579. [PMID: 37542616 DOI: 10.1007/s10802-023-01104-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/18/2023] [Indexed: 08/07/2023]
Abstract
Attention-deficit/hyperactivity disorder (ADHD) is the most commonly diagnosed mental health disorder in childhood, however, there is well-established heterogeneity in both the presentation of ADHD symptoms and secondary characteristics across the literature. Existing Diagnostic and Statistical Manual of Mental Disorders (DSM-5) nosology has been ineffective in explaining such heterogeneity in terms of both pathophysiology and clinical trajectories. The current study investigated ADHD heterogeneity via a biologically-based, data-driven approach (k-Means algorithm). Specifically, unique biological profiles (derived from patterns of parasympathetic and sympathetic functioning) were identified and utilized as predictors of clinical presentations. Two hundred eighty-nine participants (167 youth with ADHD), ages 5 to 13 years, completed an emotion-based task while indexes of parasympathetic (i.e., respiratory sinus arrhythmia [RSA]) and sympathetic (i.e., electrodermal activity [EDA]) activity were obtained. Overall, results suggest that three distinct biological profiles among youth with ADHD are evident, with biological profiles differing in regulation and arousal levels during emotionally evocative contexts: (Profile 1) underregulated, hyperaroused (negative contexts only), (Profile 2) typically regulated, underaroused, and (Profile 3) overregulated (positive contexts only), hyperaroused. Results are supported by several dopaminergic- and reward-based theories, integrating differing concepts across the literature, and adds biological support for existing models. Behaviorally, results may translate into differing clinical presentations, however, further work is needed. In general, youth with ADHD are heterogenous in autonomic functioning, which could have implications for synthesizing across differing theories within the literature, predicting clinical presentations, and developing targeted treatments.
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Affiliation(s)
| | - Adela Timmons
- Department of Psychology, University of Texas at Austin, Austin, USA
| | - Erica D Musser
- Department of Psychology, Florida International University, Miami, USA
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Spildrejorde M, Samara A, Sharma A, Leithaug M, Falck M, Modafferi S, Sundaram AY, Acharya G, Nordeng H, Eskeland R, Gervin K, Lyle R. Multi-omics approach reveals dysregulated genes during hESCs neuronal differentiation exposure to paracetamol. iScience 2023; 26:107755. [PMID: 37731623 PMCID: PMC10507163 DOI: 10.1016/j.isci.2023.107755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 06/30/2023] [Accepted: 08/24/2023] [Indexed: 09/22/2023] Open
Abstract
Prenatal paracetamol exposure has been associated with neurodevelopmental outcomes in childhood. Pharmacoepigenetic studies show differences in cord blood DNA methylation between unexposed and paracetamol-exposed neonates, however, causality and impact of long-term prenatal paracetamol exposure on brain development remain unclear. Using a multi-omics approach, we investigated the effects of paracetamol on an in vitro model of early human neurodevelopment. We exposed human embryonic stem cells undergoing neuronal differentiation with paracetamol concentrations corresponding to maternal therapeutic doses. Single-cell RNA-seq and ATAC-seq integration identified paracetamol-induced chromatin opening changes linked to gene expression. Differentially methylated and/or expressed genes were involved in neurotransmission and cell fate determination trajectories. Some genes involved in neuronal injury and development-specific pathways, such as KCNE3, overlapped with differentially methylated genes previously identified in cord blood associated with prenatal paracetamol exposure. Our data suggest that paracetamol may play a causal role in impaired neurodevelopment.
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Affiliation(s)
- Mari Spildrejorde
- PharmaTox Strategic Research Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Athina Samara
- Division of Clinical Paediatrics, Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden
- Astrid Lindgren Children′s Hospital, Karolinska University Hospital, Stockholm, Sweden
| | - Ankush Sharma
- Department of Informatics, University of Oslo, Oslo, Norway
- Department of Molecular Medicine, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Biosciences, University of Oslo, Oslo, Norway
| | - Magnus Leithaug
- PharmaTox Strategic Research Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Martin Falck
- PharmaTox Strategic Research Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
- Department of Biosciences, University of Oslo, Oslo, Norway
| | - Stefania Modafferi
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Arvind Y.M. Sundaram
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Ganesh Acharya
- Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Alfred Nobels Allé 8, SE-14152 Stockholm, Sweden
- Center for Fetal Medicine, Karolinska University Hospital, SE-14186 Stockholm, Sweden
| | - Hedvig Nordeng
- PharmaTox Strategic Research Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
- Pharmacoepidemiology and Drug Safety Research Group, Department of Pharmacy, University of Oslo, Oslo, Norway
| | - Ragnhild Eskeland
- PharmaTox Strategic Research Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
- Department of Molecular Medicine, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Kristina Gervin
- PharmaTox Strategic Research Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
- Pharmacoepidemiology and Drug Safety Research Group, Department of Pharmacy, University of Oslo, Oslo, Norway
- Division of Clinical Neuroscience, Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
| | - Robert Lyle
- PharmaTox Strategic Research Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, Oslo, Norway
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
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11
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Geiss L, Stemmler M, Beck B, Hillemacher T, Widder M, Hösl KM. Dysregulation of the autonomic nervous system in adult attention deficit hyperactivity disorder. A systematic review. Cogn Neuropsychiatry 2023; 28:285-306. [PMID: 37702351 DOI: 10.1080/13546805.2023.2255336] [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] [Received: 05/24/2022] [Accepted: 07/07/2023] [Indexed: 09/14/2023]
Abstract
Background: Adult Attention Deficit Hyperactivity Disorder (aADHD) is characterised by inattention, hyperactivity, impulsivity, and emotional instability, all of which were linked to altered modulation of the autonomic nervous system. This and the clinical effectiveness of sympathomimetic medication raised the question if autonomic modulation is altered in aADHD patients.Methods: We systematically searched PubMed, Cochrane Library, and Web Of Science for publications investigating autonomic modulation in aADHD and controls during resting-state and/or under task conditions.Results: We reviewed 15 studies involving 846 participants (424 aADHD and 422 controls), including 4 studies on sympathetic tone at rest, 13 studies on sympathetic modulation during tasks, 3 studies on resting state parasympathetic modulation and 3 papers on task-related parasympathetic modulation. Studies comprised measurements of electrodermal activity, heart rate variability, blood pressure variability, blood volume pulse, pre-ejection period, and baroreflex sensitivity. 2 studies reported reduced sympathetic tone in aADHD; 7 papers described lower sympathetic reactivity to task demands in this cohort. One study linked aADHD to impaired vagal tone, while no indications of altered tasks-related parasympathetic reactivity in aADHD patients were reported.Conclusion: The reviewed data revealed impaired cardiovascular autonomic modulation in aADHD patients, predominantly in sympathetic modulation and during stress exposure.
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Affiliation(s)
- Lennard Geiss
- Department of Psychiatry and Psychotherapy, Paracelsus Medical University, Nuremberg, Germany
| | - Mark Stemmler
- Department of Psychology, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen, Germany
| | - Beate Beck
- Department of Psychiatry and Psychotherapy, Paracelsus Medical University, Nuremberg, Germany
| | - Thomas Hillemacher
- Department of Psychiatry and Psychotherapy, Paracelsus Medical University, Nuremberg, Germany
- Department of Psychiatry, Socialpsychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Michael Widder
- Department of Psychiatry and Psychotherapy, Paracelsus Medical University, Nuremberg, Germany
| | - Katharina M Hösl
- Department of Psychiatry and Psychotherapy, Paracelsus Medical University, Nuremberg, Germany
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12
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Sökmen Z, Karaca S. The effect of Self-Regulation Based Cognitive Psychoeducation Program on emotion regulation and self-efficacy in children diagnosed with attention deficit hyperactivity disorder. Arch Psychiatr Nurs 2023; 44:122-128. [PMID: 37197856 DOI: 10.1016/j.apnu.2023.04.005] [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] [Received: 09/06/2022] [Revised: 02/18/2023] [Accepted: 04/17/2023] [Indexed: 05/19/2023]
Abstract
AIM This study aimed to determine the effect of Self-Regulation Based Cognitive Psychoeducation Program on emotion regulation and self-efficacy in children diagnosed with attention deficit hyperactivity disorder (ADHD) and receiving medication. METHOD The sample of this study with control group and pre-test, post-test and follow-up randomized experimental design consisted of children followed in the child and adolescent mental health outpatient clinic of a state hospital. The data were evaluated by parametric and non-parametric analyses. RESULTS A statistically significant increase was determined in the internal functional emotion regulation mean scores of children, who participated in the Self-Regulation Based Cognitive Psychoeducation Program, measured before, immediately after, and 6 months after the intervention (p < 0.05). A statistically significant increase was also found in their external functional emotion regulation mean scores measured before and 6 months after the intervention (p < 0.05). In addition, a statistically significant difference was found between their internal dysfunctional and external dysfunctional emotion regulation mean scores measured before and 6 months after the intervention; however the mean scores of those in the control group 6 months after the intervention were higher than those in the intervention group (p < 0.05). Furthermore, there was a statistically significant increase in their self-efficacy mean scores measured before and 6 months after the intervention (p < 0.05). CONCLUSION The Self-Regulation Based Cognitive Psychoeducation Program was found be effective in increasing the levels of emotion regulation and self-efficacy in children with ADHD.
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Affiliation(s)
- Zeynep Sökmen
- Marmara University, Institute of Health Science, Department of Psychiatric Nursing, Istanbul, Turkey.
| | - Semra Karaca
- Marmara University, Institute of Health Science, Department of Psychiatric Nursing, Istanbul, Turkey
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13
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Systematic Review of Affective Computing Techniques for Infant Robot Interaction. Int J Soc Robot 2023. [DOI: 10.1007/s12369-023-00985-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
Abstract
AbstractResearch studies on social robotics and human-robot interaction have gained insights into factors that influence people’s perceptions and behaviors towards robots. However, adults’ perceptions of robots may differ significantly from those of infants. Consequently, extending this knowledge also to infants’ attitudes toward robots is a growing field of research. Indeed, infant-robot interaction (IRI) is emerging as a critical and necessary area of research as robots are increasingly used in social environments, such as caring for infants with all types of disabilities, companionship, and education. Although studies have been conducted on the ability of robots to positively engage infants, little is known about the infants’ affective state when interacting with a robot. In this systematic review, technologies for infant affective state recognition relevant to IRI applications are presented and surveyed. Indeed, adapting techniques currently employed for infant’s emotion recognition to the field of IRI results to be a complex task, since it requires timely response while not interfering with the infant’s behavior. Those aspects have a crucial impact on the selection of the emotion recognition techniques and the related metrics to be used for this purpose. Therefore, this review is intended to shed light on the advantages and the current research challenges of the infants’ affective state recognition approaches in the IRI field, elucidates a roadmap for their use in forthcoming studies as well as potentially provide support to future developments of emotion-aware robots.
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14
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Waxmonsky JG. Editorial: Can Too Much Positive Emotion Be Bad for You? J Am Acad Child Adolesc Psychiatry 2023; 62:288-289. [PMID: 36526160 DOI: 10.1016/j.jaac.2022.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 12/06/2022] [Indexed: 12/15/2022]
Abstract
There has been increasing focus on the assessment and treatment of irritability over the past decade in recognition of the impairment produced by abnormally persistent or excessive displays of negative emotions. However, emotional dysregulation may not be valence specific, and the impact of excessive or abnormally persistent displays of positive affect has received little attention. In their review in this issue of the Journal, Vogel et al.1 argue that it should receive more attention. They do an admirable job synthesizing the developmental and clinical literature to support the potential value of assessing the capacity to regulate positive affect in an attempt to determine if too much of good thing can in fact be bad for you.
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15
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Soler-Gutiérrez AM, Pérez-González JC, Mayas J. Evidence of emotion dysregulation as a core symptom of adult ADHD: A systematic review. PLoS One 2023; 18:e0280131. [PMID: 36608036 PMCID: PMC9821724 DOI: 10.1371/journal.pone.0280131] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 12/21/2022] [Indexed: 01/07/2023] Open
Abstract
Attention Deficit Hyperactivity Disorder (ADHD) is a developmental disorder, with an onset in childhood, that accompanies the person throughout their life, with prevalence between 3 and 5% in adults. Recent studies point towards a fourth core symptom of the disorder related to the emotional information processing that would explain the repercussions that ADHD has on the social, academic, and professional life of the people affected. This review aims to describe emotion dysregulation features as well as the brain activity associated in adults with ADHD. A search of the scientific literature was launched in specialized databases: PsycInfo, Medline, Eric, PsycArticle, Psicodoc and Scopus, following PRISMA guidelines. Twenty-two articles met the inclusion criteria: (a) an ADHD clinical diagnosis, (b) participants over 18 years old, (c) emotion regulation measurement, (d) empirical studies, and (c) in English. Due to the heterogeneity of the studies included, they were classified into three sections: measures and features of emotion regulation (ER) in people with ADHD, neurological and psychophysiological activity related to ER, and treatments. The studies found that meet the selection criteria are scarce and very heterogeneous both in aims and in sample features. Adults with ADHD show a more frequent use of non-adaptive emotion regulation strategies compared to people without ADHD symptoms. Moreover, emotion dysregulation was associated with symptom severity, executive functioning, psychiatric comorbidities, and even with criminal conviction. Different patterns of brain activity were observed when people with and without ADHD were compared. These results may suggest that psychopharmacological treatments as well as behavioral therapies could be useful tools for improving emotional difficulties in adult ADHD.
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Affiliation(s)
- Ana-María Soler-Gutiérrez
- Faculty of Psychology, Universidad Nacional de Educación a Distancia (UNED), Madrid, Spain
- Escuela Internacional de Doctorado de la UNED (EIDUNED), Universidad Nacional de Educación a Distancia (UNED), Madrid, Spain
| | | | - Julia Mayas
- Faculty of Psychology, Universidad Nacional de Educación a Distancia (UNED), Madrid, Spain
- * E-mail:
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16
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Voetterl H, van Wingen G, Michelini G, Griffiths KR, Gordon E, DeBeus R, Korgaonkar MS, Loo SK, Palmer D, Breteler R, Denys D, Arnold LE, du Jour P, van Ruth R, Jansen J, van Dijk H, Arns M. Brainmarker-I Differentially Predicts Remission to Various Attention-Deficit/Hyperactivity Disorder Treatments: A Discovery, Transfer, and Blinded Validation Study. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2023; 8:52-60. [PMID: 35240343 DOI: 10.1016/j.bpsc.2022.02.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 02/11/2022] [Accepted: 02/18/2022] [Indexed: 01/11/2023]
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder is characterized by neurobiological heterogeneity, possibly explaining why not all patients benefit from a given treatment. As a means to select the right treatment (stratification), biomarkers may aid in personalizing treatment prescription, thereby increasing remission rates. METHODS The biomarker in this study was developed in a heterogeneous clinical sample (N = 4249) and first applied to two large transfer datasets, a priori stratifying young males (<18 years) with a higher individual alpha peak frequency (iAPF) to methylphenidate (N = 336) and those with a lower iAPF to multimodal neurofeedback complemented with sleep coaching (N = 136). Blinded, out-of-sample validations were conducted in two independent samples. In addition, the association between iAPF and response to guanfacine and atomoxetine was explored. RESULTS Retrospective stratification in the transfer datasets resulted in a predicted gain in normalized remission of 17% to 30%. Blinded out-of-sample validations for methylphenidate (n = 41) and multimodal neurofeedback (n = 71) corroborated these findings, yielding a predicted gain in stratified normalized remission of 36% and 29%, respectively. CONCLUSIONS This study introduces a clinically interpretable and actionable biomarker based on the iAPF assessed during resting-state electroencephalography. Our findings suggest that acknowledging neurobiological heterogeneity can inform stratification of patients to their individual best treatment and enhance remission rates.
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Affiliation(s)
- Helena Voetterl
- Research Institute Brainclinics, Brainclinics Foundation, Nijmegen, the Netherlands; Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands.
| | - Guido van Wingen
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Giorgia Michelini
- Department of Psychiatry & Biobehavioral Sciences, David Geffen School of Medicine, Semel Institute for Neuroscience & Human Behavior, University of California Los Angeles, Los Angeles, California; Department of Biological & Experimental Psychology, Queen Mary University of London, London, United Kingdom
| | - Kristi R Griffiths
- Brain Dynamics Centre, Westmead Institute for Medical Research, The University of Sydney, Sydney, New South Wales, Australia
| | | | - Roger DeBeus
- Department of Psychology, University of North Carolina at Asheville, Asheville, North Carolina
| | - Mayuresh S Korgaonkar
- Brain Dynamics Centre, Westmead Institute for Medical Research, The University of Sydney, Sydney, New South Wales, Australia; School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Sandra K Loo
- Department of Psychiatry & Biobehavioral Sciences, David Geffen School of Medicine, Semel Institute for Neuroscience & Human Behavior, University of California Los Angeles, Los Angeles, California
| | | | - Rien Breteler
- Department of Clinical Psychology, Radboud University Nijmegen, Nijmegen, the Netherlands
| | - Damiaan Denys
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - L Eugene Arnold
- Department of Psychiatry & Behavioral Health, Nisonger Center, Ohio State University, Columbus, Ohio
| | | | | | - Jeanine Jansen
- Open Mind Neuroscience, Eindhoven, the Netherlands; Eindhovens Psychologisch Instituut, Eindhoven, the Netherlands
| | - Hanneke van Dijk
- Research Institute Brainclinics, Brainclinics Foundation, Nijmegen, the Netherlands; Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Martijn Arns
- Research Institute Brainclinics, Brainclinics Foundation, Nijmegen, the Netherlands; Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands.
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17
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Abnormal Emotion Detection of Tennis Players by Using Physiological Signal and Mobile Computing. INTERNATIONAL JOURNAL OF INFORMATION SYSTEM MODELING AND DESIGN 2022. [DOI: 10.4018/ijismd.300779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Emotion is an important research topic in the field of sports. The physiological changes caused by emotion have a great influence on the completion of sports. It cannot only fully mobilize the organism and maximize the exercise potential, but also lead to muscle stiffness, movement deformation or muscle contraction weakness. Furthermore, it can affect the completion of exercise. In order to ensure the athlete can keep the best competitive level, it is necessary to estimate the athlete’s emotion before competition. This paper adopts the pulse wave signal to implement the emotion estimation for the athletes. First, the pulse wave signals are collected by using a portable sensor via mobile computing. Then, the collected pulse wave signals are removed noises by wavelet transform. Last, the denoised pulse wave signals are represented as the features in time domain and frequency domain to input into a trained classifier for determining the current emotion status. The experimental results show that the proposed method can recognize more than 90% of the abnormal emotion.
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18
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Morris SSJ, Musser ED, Tenenbaum RB, Ward AR, Raiker JS, Coles EK. Methylphenidate Improves Autonomic Functioning among Youth with Attention-Deficit/Hyperactivity Disorder. Res Child Adolesc Psychopathol 2022; 50:591-603. [PMID: 34613513 PMCID: PMC8983789 DOI: 10.1007/s10802-021-00870-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/16/2021] [Indexed: 10/20/2022]
Abstract
Psychostimulants are commonly prescribed medications for youth with attention-deficit/hyperactivity disorder (ADHD). Limited studies have evaluated how psychostimulants (e.g., methylphenidate [MPH]) impact autonomic nervous system (ANS) indexes among youth with ADHD. Understanding the effects of MPH on autonomic functioning is essential, given that youth with ADHD have been shown to experience atypical autonomic functioning (i.e., reduced activity across both sympathetic and parasympathetic branches) compared to typically developing youth. The current study investigated how a specific psychostimulant, Osmotic Release Oral System [OROS] MPH, impacts parasympathetic (indexed by respiratory sinus arrhythmia [RSA]) and sympathetic (indexed by electrodermal activity [EDA]) functioning among youth with ADHD via a within-subjects, double-masked, cross-over design. Two hundred fifty-six participants (157 youth with ADHD), ages 5 to 13 years, completed a two-minute resting baseline task while electrocardiograph and electrodermal data were obtained. Youth with ADHD completed the resting baseline task twice, 3 weeks apart, once during active medication and once during placebo conditions (counterbalanced). Typically developing youth were assessed without medication or placebo. Youth with ADHD during the placebo condition exhibited reduced RSA and EDA compared to typically developing youth. In contrast, youth with ADHD during the medication condition did not differ significantly from typically developing youth with respect to either RSA nor EDA. As such, OROS MPH appears to normalize RSA and EDA levels among youth with ADHD to levels comparable to typically developing youth. Future studies including indexes of the ANS among youth with ADHD are urged to consider the impact of MPH.
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Affiliation(s)
- Stephanie S J Morris
- Center for Children and Families, Department of Psychology, Florida International University, Miami, FL, USA.
| | - Erica D Musser
- Center for Children and Families, Department of Psychology, Florida International University, Miami, FL, USA.
| | - Rachel B Tenenbaum
- Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston, TX , USA
| | - Anthony R Ward
- Center for Children and Families, Department of Psychology, Florida International University, Miami, FL, USA
| | - Joseph S Raiker
- Center for Children and Families, Department of Psychology, Florida International University, Miami, FL, USA
| | - Erika K Coles
- Center for Children and Families, Department of Psychology, Florida International University, Miami, FL, USA
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19
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Cainelli E, Vedovelli L, Bottigliengo D, Boschiero D, Suppiej A. Social skills and psychopathology are associated with autonomic function in children: a cross-sectional observational study. Neural Regen Res 2022; 17:920-928. [PMID: 34472494 PMCID: PMC8530110 DOI: 10.4103/1673-5374.322464] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 03/26/2021] [Accepted: 04/15/2021] [Indexed: 11/28/2022] Open
Abstract
In recent years, the increase of psychopathological disorders in the population has become a health emergency, leading to a great effort to understand psychological vulnerability mechanisms. In this scenario, the role of the autonomic nervous system (ANS) has become increasingly important. This study investigated the association between ANS, social skills, and psychopathological functioning in children. As an ANS status proxy, we measured heart rate variability (HRV). Infants admitted to the neonatal intensive care unit of the University Hospital of Padova because of preterm birth or neonatal hypoxic-ischemic encephalopathy were sequentially recruited from January 2011 to June 2013 and followed long-term up to school age in this cross-sectional observational study. We recorded 5 minutes of HRV immediately before measuring performance in social abilities tasks (affect recognition and theory of mind, NEPSY-II) in 50 children (mean age 7.4 ± 1.4 years) with and without risk factors for developing neuropsychiatric disorders due to pre-/perinatal insults without major sequelae. Children also completed extensive cognitive, neuropsychological, and psychosocial assessment. Parents were assessed with psychopathological interviews and a questionnaire (CBCL 6-18). Analysis in a robust Bayesian framework was used to unearth dependencies between HRV, social skills, and psychopathological functioning. Social task scores were associated with HRV components, with high frequency the most consistent. HRV bands were also associated with the psychopathological questionnaire. Only normalized HRV high frequency was able to distinguish impaired children in the affect recognition task. Our data suggest that ANS may be implicated in social cognition both in typical and atypical developmental conditions and that HRV has cross-disease sensitivity. We suggest that HRV parameters may reflect a neurobiological vulnerability to psychopathology. The study was approved by the Ethics Committee of the University Hospital of Padova (Comitato Etico per la Sperimentazione, Azienda Opedaliera di Padova, approval No. 1693P).
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Affiliation(s)
- Elisa Cainelli
- Child Neurology and Clinical Neurophysiology, University Hospital of Padova, Padova, Italy
- Department of General Psychology, University of Padova, Padova, Italy
| | - Luca Vedovelli
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences, and Public Health, University of Padova, Padova, Italy
| | - Daniele Bottigliengo
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences, and Public Health, University of Padova, Padova, Italy
| | | | - Agnese Suppiej
- Child Neurology and Clinical Neurophysiology, University Hospital of Padova, Padova, Italy
- Department of Medical Sciences, Pediatric Section, University of Ferrara, Ferrara, Italy
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20
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Sharp HEC, Critchley HD, Eccles JA. Connecting brain and body: Transdiagnostic relevance of connective tissue variants to neuropsychiatric symptom expression. World J Psychiatry 2021; 11:805-820. [PMID: 34733643 PMCID: PMC8546774 DOI: 10.5498/wjp.v11.i10.805] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 05/12/2021] [Accepted: 08/18/2021] [Indexed: 02/06/2023] Open
Abstract
The mind is embodied; thoughts and feelings interact with states of physiological arousal and physical integrity of the body. In this context, there is mounting evidence for an association between psychiatric presentations and the expression variant connective tissue, commonly recognised as joint hypermobility. Joint hypermobility is common, frequently under-recognised, significantly impacts quality of life, and can exist in isolation or as the hallmark of hypermobility spectrum disorders (encompassing joint hypermobility syndrome and hypermobile Ehlers-Danlos syndrome). In this narrative review, we appraise the current evidence linking psychiatric disorders across the lifespan, beginning with the relatively well-established connection with anxiety, to hypermobility. We next consider emerging associations with affective illnesses, eating disorders, alongside less well researched links with personality disorders, substance misuse and psychosis. We then review related findings relevant to neurodevelopmental disorders and stress-sensitive medical conditions. With growing understanding of mind-body interactions, we discuss potential aetiopathogenetic contributions of dysautonomia, aberrant interoceptive processing, immune dysregulation and proprioceptive impairments in the context of psychosocial stressors and genetic predisposition. We examine clinical implications of these evolving findings, calling for increased awareness amongst healthcare professionals of the transdiagnostic nature of hypermobility and related disorders. A role for early screening and detection of hypermobility in those presenting with mental health and somatic symptoms is further highlighted, with a view to facilitate preventative approaches alongside longer-term holistic management strategies. Finally, suggestions are offered for directions of future scientific exploration which may be key to further delineating fundamental mind-body-brain interactions.
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Affiliation(s)
- Harriet Emma Clare Sharp
- Department of Medical Neuroscience, Brighton and Sussex Medical School, University of Sussex, Brighton BN1 9PX, East Sussex, United Kingdom
- Department of Psychiatry, Sussex Partnership NHS Foundation Trust, Worthing, BN13 3EP, West Sussex, United Kingdom
| | - Hugo D Critchley
- Department of Medical Neuroscience, Brighton and Sussex Medical School, University of Sussex, Brighton BN1 9PX, East Sussex, United Kingdom
- Department of Psychiatry, Sussex Partnership NHS Foundation Trust, Worthing, BN13 3EP, West Sussex, United Kingdom
| | - Jessica A Eccles
- Department of Medical Neuroscience, Brighton and Sussex Medical School, University of Sussex, Brighton BN1 9PX, East Sussex, United Kingdom
- Department of Psychiatry, Sussex Partnership NHS Foundation Trust, Worthing, BN13 3EP, West Sussex, United Kingdom
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21
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Breaux R, Eadeh HM, Swanson CS, McQuade JD. Adolescent Emotionality and Emotion Regulation in the Context of Parent Emotion Socialization Among Adolescents with Neurodevelopmental Disorders: A Call to Action with Pilot Data. Res Child Adolesc Psychopathol 2021; 50:77-88. [PMID: 34195911 DOI: 10.1007/s10802-021-00833-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/01/2021] [Indexed: 02/07/2023]
Abstract
To date, only three studies have examined the role of emotion socialization in the emotional functioning of youth with neurodevelopmental disorders. As such, this review article with pilot data sought to provide a call to action and first step in addressing this limited research body. Pilot data was collected with 18 adolescents (Mage = 13.5, SD = 1.6; 70% male) with a neurodevelopmental disorder and their primary caregiver. All adolescents were diagnosed with attention-deficit/hyperactivity disorder and displayed a range of comorbid disorders: autism spectrum disorder (27.8%), anxiety (66.7%), depression (44.4%), and disruptive behavior disorders (50%). Adolescents and caregivers completed a conflict discussion task while physiological, observational, and self-report measures of emotion socialization and emotional functioning were measured. Observed supportive parent emotion socialization behaviors were significantly associated with more observed adaptive emotion regulation strategies, and decreased observed and adolescent-reported negative affect, whereas non-supportive emotion socialization behaviors were associated with more observed negative affect and less observed adaptive emotion regulation strategies. Our pilot findings support growing research suggesting that adaptive parent emotion socialization practices can help foster less negative emotionality and better emotion regulation in youth with neurodevelopment disorders. We make a call to action for more emotion socialization research focused on youth with neurodevelopmental disorders, and propose four important directions for future research: 1) Research examining emotion socialization behaviors during daily life, 2) Understanding the nuanced role of emotion socialization practices, 3) Considering diversity in emotion socialization practices with clinical populations, and 4) Longitudinal and intervention research studies.
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Affiliation(s)
- Rosanna Breaux
- Department of Psychology, Virginia Polytechnic Institute and State University, PhD, 460 Turner St., Suite 207, Blacksburg, VA, 24060, USA.
| | - Hana-May Eadeh
- Department of Psychological and Brain Sciences, University of Iowa, Iowa, USA
| | - Courtney S Swanson
- Department of Psychology, Virginia Polytechnic Institute and State University, PhD, 460 Turner St., Suite 207, Blacksburg, VA, 24060, USA
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Little K, Raiker J, Coxe S, Campez M, Jusko M, Smith J, Gnagy E, Greiner A, Villodas M, Coles E, Pelham WE. A Preliminary Evaluation of the Utility of Sluggish Cognitive Tempo Symptoms in Predicting Behavioral Treatment Response in Children with Behavioral Difficulties. Psychol Rep 2020; 124:2063-2091. [PMID: 32921265 DOI: 10.1177/0033294120957239] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Interest in symptoms of sluggish cognitive tempo (SCT) has led to a number of studies evaluating how these symptoms respond to treatment commonly utilized in youths with symptoms of ADHD. No study to date, however, has examined the extent to which symptoms of SCT predict behavioral treatment response in youths across multiple domains of functioning. The current preliminary investigation integrates a number of methodological (e.g., direct observations) and analytic (e.g., Poisson regression) refinements to evaluate the extent to which symptoms of SCT predict treatment responses across multiple domains including behavioral (e.g., interruptions, rule violations), social (e.g., social skills, negative verbalizations), and severe behavioral difficulties (e.g., intentional aggression) above and beyond other demographic characteristics (e.g., symptom severity, Full Scale Intelligence Quotient [FSIQ]). A relatively small sample of 37 children, aged six to 12 years (M = 8.03, SD = 1.83, 35 males: 2 females) attending an eight week multi-component intensive behavioral treatment program for youths with behavioral difficulties participated in the current study. Baseline parental perceptions of SCT were collected prior to the initiation of treatment. Results from this preliminary investigation revealed that pre-treatment SCT symptoms only predicted a less robust treatment response to time out which was associated also with parent's perceptions of underlying working memory problems. Results revealed also that pre-treatment SCT symptoms failed to predict paraprofessional counselor's and teacher's improvement ratings of both rule following and social skills following treatment. Notably, other potential predictors (e.g., symptom severity, FSIQ) also largely failed to predict behavioral treatment response.
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Affiliation(s)
- Kelcey Little
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - Joseph Raiker
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - Stefany Coxe
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - Mileini Campez
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - Morgan Jusko
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - Jessica Smith
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - Elizabeth Gnagy
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - Andrew Greiner
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - Miguel Villodas
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - Erika Coles
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - William E Pelham
- Center for Children and Families, Florida International University, Miami, FL, USA
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23
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England-Mason G. Emotion Regulation as a Transdiagnostic Feature in Children with Neurodevelopmental Disorders. CURRENT DEVELOPMENTAL DISORDERS REPORTS 2020. [DOI: 10.1007/s40474-020-00200-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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Aslan MG, Uzun F, Fındık H, Kaçar M, Okutucu M, Hocaoğlu Ç. Pupillometry measurement and its relationship to retinal structural changes in children with attention deficit hyperactivity disorder. Graefes Arch Clin Exp Ophthalmol 2020; 258:1309-1317. [PMID: 32236704 DOI: 10.1007/s00417-020-04658-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Revised: 03/11/2020] [Accepted: 03/23/2020] [Indexed: 11/28/2022] Open
Abstract
PURPOSE This study aims to assess the pupillometry measurements of the attention deficit hyperactivity disorder (ADHD) patients and to investigate their correlations with macular and RNFL thickness parameters by comparing the values with a healthy control group. METHODS Newly diagnosed ADHD patients in a child and adolescent clinic of a tertiary hospital were consulted in an ophthalmology clinic. All participants had undergone a standard ophthalmological examination including refractometry, best corrected visual acuity, color vision, anterior segment biomicroscopy, fundoscopy, pupillometry, and OCT. All results were compared with a healthy control group at the same age. RESULTS The study group consisted of 32 patients and there were 43 children in the control group. Mean pupillary velocities of ADHD patients and control group were 0.60 ± 0.11 mm/s and 0.63 ± 0.11 mm/s, and 0.49 ± 0.12 mm/s and 0.50 ± 0.10 mm/s, for right and left eyes, respectively. The difference was statistically significant for both eyes (p < 0.05). Mean RNFL thickness measurements of the study group were 90.69 ± 8.58 μm and 89.63 ± 8.14 μm for right and left eyes, respectively and those were 87.35 ± 7.67 μm and 88.77 ± 7.44 μm, respectively in the healthy group. Correlation between right pupillary velocity and RNFL thickness was statistically significant (r = 0.339, p = 0.003). CONCLUSION Higher pupillary velocity values were observed in both eyes of children with ADHD and that was positively correlated with RNFL measurements of their right eyes.
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Affiliation(s)
- Mehmet Gökhan Aslan
- Department of Ophthalmology, Recep Tayyip Erdogan University Medical Faculty, Rize, Turkey.
| | - Feyzahan Uzun
- Department of Ophthalmology, Recep Tayyip Erdogan University Medical Faculty, Rize, Turkey
| | - Hüseyin Fındık
- Department of Ophthalmology, Recep Tayyip Erdogan University Medical Faculty, Rize, Turkey
| | - Murat Kaçar
- Department of Child & Adolescent Psychiatry, Recep Tayyip Erdogan University Medical Faculty, Rize, Turkey
| | - Murat Okutucu
- Department of Ophthalmology, Recep Tayyip Erdogan University Medical Faculty, Rize, Turkey
| | - Çiçek Hocaoğlu
- Department of Psychiatry, Recep Tayyip Erdogan University Medical Faculty, Rize, Turkey
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