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Miller M, Iosif AM, Bell LJ, Farquhar-Leicester A, Hatch B, Hill A, Hill MM, Solis E, Young GS, Ozonoff S. Can Familial Risk for ADHD Be Detected in the First Two Years of Life? JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2021; 50:619-631. [PMID: 31951755 PMCID: PMC7365744 DOI: 10.1080/15374416.2019.1709196] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Objective: We evaluated trajectories of attention-deficit/hyperactivity (ADHD)-relevant behaviors in a sample of infants at high and low familial risk for ADHD who were prospectively evaluated at 12, 18, and 24 months of age.Method: Participants included 43 infants at risk for ADHD based on family history (i.e., diagnosed first-degree relative) and 40 low-risk infants (i.e., no family history of ADHD). Instances of inattention, out-of-seat, and grabbing behavior were coded from video; analogous constructs were rated by examiners unaware of familial risk status after completing structured standardized assessments with the infants/toddlers. At the end of each study visit, examiners solicited parents' concerns about their child's behavior. Differences in ADHD-related behaviors and parent concerns were examined between 12 and 24 months of age.Results: Infants with an older sibling or parent diagnosed with ADHD were distinguishable from infants with no family history of ADHD as early as 12 months of age based on directly observed and examiner reports of behavior, particularly with respect to hyperactive-impulsive behavior. Parents of infants at familial risk for ADHD also reported significantly more behavior/temperament concerns as early as 12 months of age compared to parents of infants at low risk for ADHD.Conclusions: These findings highlight the ability to detect genetic liability for ADHD by the end of the first year of life, suggesting that well-designed family risk studies of ADHD are feasible and may be clinically valuable. They also suggest the potential for earlier detection of risk for ADHD than has previously been possible.
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Affiliation(s)
- Meghan Miller
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
| | - Ana-Maria Iosif
- Department of Public Health Sciences, University of California, Davis
| | - Laura J Bell
- Department of Psychology, University of California, Berkeley
| | | | - Burt Hatch
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
| | - Alesha Hill
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
| | - Monique Moore Hill
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
| | - Erika Solis
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
| | - Gregory S Young
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
| | - Sally Ozonoff
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
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202
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O'Shaughnessy KL, Fischer F, Zenclussen AC. Perinatal exposure to endocrine disrupting chemicals and neurodevelopment: How articles of daily use influence the development of our children. Best Pract Res Clin Endocrinol Metab 2021; 35:101568. [PMID: 34565681 PMCID: PMC10111869 DOI: 10.1016/j.beem.2021.101568] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Substances that interfere with the body's hormonal balance or their function are called endocrine disrupting chemicals (EDCs). Many EDCs are ubiquitous in the environment and are an unavoidable aspect of daily life, including during early embryogenesis. Developmental exposure to these chemicals is of critical relevance, as EDCs can permanently alter developmental programs, including those that pattern and wire the brain. Of emerging interest is how these chemicals may also affect the immune response, given the cross-talk between the endocrine and immune systems. As brain development is strongly dependent on hormones including thyroid, androgens, and estrogens, and can also be affected by immunomodulation, this complicated interplay may have long-lasting neurodevelopmental consequences. This review focuses on data available from human cohorts, in vivo models, and in vitro assays regarding the impact of EDCs after a gestational and/or lactational exposure, and how they may impact the immune system and/or neurodevelopment.
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Affiliation(s)
- Katherine L O'Shaughnessy
- Center for Public Health and Environmental Assessment, Public Health Integrated Toxicology Division, US Environmental Protection Agency, Research Triangle Park, NC, USA.
| | - Florence Fischer
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research, Leipzig, Germany
| | - Ana C Zenclussen
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research, Leipzig, Germany.
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203
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Chesnut M, Paschoud H, Repond C, Smirnova L, Hartung T, Zurich MG, Hogberg HT, Pamies D. Human IPSC-Derived Model to Study Myelin Disruption. Int J Mol Sci 2021; 22:9473. [PMID: 34502381 PMCID: PMC8430601 DOI: 10.3390/ijms22179473] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 08/27/2021] [Accepted: 08/28/2021] [Indexed: 12/15/2022] Open
Abstract
Myelin is of vital importance to the central nervous system and its disruption is related to a large number of both neurodevelopmental and neurodegenerative diseases. The differences observed between human and rodent oligodendrocytes make animals inadequate for modeling these diseases. Although developing human in vitro models for oligodendrocytes and myelinated axons has been a great challenge, 3D cell cultures derived from iPSC are now available and able to partially reproduce the myelination process. We have previously developed a human iPSC-derived 3D brain organoid model (also called BrainSpheres) that contains a high percentage of myelinated axons and is highly reproducible. Here, we have further refined this technology by applying multiple readouts to study myelination disruption. Myelin was assessed by quantifying immunostaining/confocal microscopy of co-localized myelin basic protein (MBP) with neurofilament proteins as well as proteolipid protein 1 (PLP1). Levels of PLP1 were also assessed by Western blot. We identified compounds capable of inducing developmental neurotoxicity by disrupting myelin in a systematic review to evaluate the relevance of our BrainSphere model for the study of the myelination/demyelination processes. Results demonstrated that the positive reference compound (cuprizone) and two of the three potential myelin disruptors tested (Bisphenol A, Tris(1,3-dichloro-2-propyl) phosphate, but not methyl mercury) decreased myelination, while ibuprofen (negative control) had no effect. Here, we define a methodology that allows quantification of myelin disruption and provides reference compounds for chemical-induced myelin disruption.
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Affiliation(s)
- Megan Chesnut
- Center for Alternatives to Animal Testing (CAAT), Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St., Baltimore, MD 21205, USA; (M.C.); (L.S.); (T.H.)
| | - Hélène Paschoud
- Department of Biomedical Sciences, University of Lausanne, CH-1005 Lausanne, Switzerland; (H.P.); (C.R.); (M.-G.Z.)
| | - Cendrine Repond
- Department of Biomedical Sciences, University of Lausanne, CH-1005 Lausanne, Switzerland; (H.P.); (C.R.); (M.-G.Z.)
| | - Lena Smirnova
- Center for Alternatives to Animal Testing (CAAT), Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St., Baltimore, MD 21205, USA; (M.C.); (L.S.); (T.H.)
| | - Thomas Hartung
- Center for Alternatives to Animal Testing (CAAT), Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St., Baltimore, MD 21205, USA; (M.C.); (L.S.); (T.H.)
- Center for Alternative to Animla Testing Europe, University of Konstanz, 78464 Konstanz, Germany
| | - Marie-Gabrielle Zurich
- Department of Biomedical Sciences, University of Lausanne, CH-1005 Lausanne, Switzerland; (H.P.); (C.R.); (M.-G.Z.)
- Swiss Centre for Applied Human Toxicology (SCAHT), 4055 Basel, Switzerland
| | - Helena T. Hogberg
- Center for Alternatives to Animal Testing (CAAT), Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St., Baltimore, MD 21205, USA; (M.C.); (L.S.); (T.H.)
| | - David Pamies
- Center for Alternatives to Animal Testing (CAAT), Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St., Baltimore, MD 21205, USA; (M.C.); (L.S.); (T.H.)
- Department of Biomedical Sciences, University of Lausanne, CH-1005 Lausanne, Switzerland; (H.P.); (C.R.); (M.-G.Z.)
- Swiss Centre for Applied Human Toxicology (SCAHT), 4055 Basel, Switzerland
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204
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Hadler N, Strome A, Waselewski M, Herbert K, Harper C, Chang T. Perspectives of US Adolescents on Diverted Stimulant Use. J Pediatr 2021; 235:190-195. [PMID: 33862023 DOI: 10.1016/j.jpeds.2021.04.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 04/06/2021] [Accepted: 04/07/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To evaluate perspectives of youth regarding diverted stimulant use among a contemporary sample of adolescents and young adults. STUDY DESIGN This study used MyVoice, a longitudinal national text message survey of American youth. In February 2019, 1228 MyVoice youth were asked 4 open-ended questions to elicit their perspectives on diverted stimulant use. Responses were assessed using thematic analysis, and quantitative results were summarized using descriptive statistics. RESULTS Of 1228 youth, 906 responded to at least one survey question (relative risk, 74%). Respondents' ages ranged from 14 to 24 years with a mean age of 18.8 ± 2.9 years, 57% were female, and 66% identified as White. Peer pressure and coping were commonly perceived reasons for diversion, and respondents believed that many youth misuse stimulants. Many were aware of health risks of misuse, but few mentioned potential legal consequences. Youth thought stimulants could be obtained from peers, people with a prescription, dealers, and family, and some mentioned access through unnecessary prescriptions. CONCLUSIONS The perspectives of a national sample of youth suggest that stimulant diversion continues to be a significant problem among American youth, with many noting that diverted stimulants are easy to obtain and are used to self-treat mental health issues. Standardized interventions at schools and in healthcare settings, as well as universal screening for diversion and mental health conditions, may combat this public health concern.
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Affiliation(s)
- Nicole Hadler
- University of Michigan Medical School, Ann Arbor, MI
| | | | - Marika Waselewski
- Department of Family Medicine, University of Michigan, Ann Arbor, MI
| | | | | | - Tammy Chang
- Department of Family Medicine and Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI.
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205
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Liu KX, Sethi RV, Pulsifer MB, D'Gama AM, LaVally B, Ebb DH, Tarbell NJ, Yock TI, MacDonald SM. Clinical outcomes of pediatric patients with autism spectrum disorder and other neurodevelopmental disorders and intracranial germ cell tumors. Pediatr Blood Cancer 2021; 68:e28935. [PMID: 33694260 DOI: 10.1002/pbc.28935] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 01/11/2021] [Accepted: 01/18/2021] [Indexed: 12/23/2022]
Abstract
INTRODUCTION Intracranial germ cell tumors (IGCTs) are rare tumors of the central nervous system with peak incidence around puberty. Given the developmental origins of IGCTs, we investigated the prevalence of neurodevelopmental disorders (NDDs) in patients with IGCTs and characterized outcomes for patients with NDD and IGCTs. METHODS A retrospective review of medical records was conducted for 111 patients diagnosed with IGCTs between 1998 and 2018 and evaluated at the Massachusetts General Hospital. Kaplan-Meier method and log-rank test was used for survival analyses. Cox regression analyses were performed for parameters associated with progression-free survival (PFS). RESULTS Median age at IGCT diagnosis was 12.8 years (range: 4.3-21.7) and median follow-up was 6.5 years (range: 0.2-20.5). Eighteen patients were diagnosed with NDDs prior to IGCT diagnosis, including five patients with autism spectrum disorder (ASD). Of the 67 patients with pure germinomas, four (6.0 %) had prior ASD diagnoses. Patients with NDD had significantly inferior PFS in the nongerminomatous germ cell tumor (NGGCT) cohort. On univariate and multivariable analyses, craniospinal irradiation (CSI) was significantly associated with improved PFS in the NGGCT cohort. CONCLUSIONS Our study found an ASD prevalence in the pure germinoma cohort more than threefold greater than the national prevalence, suggesting an association between ASD and pure germinomas. Furthermore, patients with NDD and NGGCT had worse PFS, possibly due to fewer patients with NDD receiving CSI. Future prospective studies with larger cohorts are needed to examine associations between NDDs and IGCTs, and further characterize outcomes for patients with NDDs and IGCTs.
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Affiliation(s)
- Kevin X Liu
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Roshan V Sethi
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Margaret B Pulsifer
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Alissa M D'Gama
- Division of Newborn Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Beverly LaVally
- Department of Pediatric Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - David H Ebb
- Department of Pediatric Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Nancy J Tarbell
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Torunn I Yock
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Shannon M MacDonald
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
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206
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Chesnut M, Hartung T, Hogberg H, Pamies D. Human Oligodendrocytes and Myelin In Vitro to Evaluate Developmental Neurotoxicity. Int J Mol Sci 2021; 22:7929. [PMID: 34360696 PMCID: PMC8347131 DOI: 10.3390/ijms22157929] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 07/14/2021] [Accepted: 07/21/2021] [Indexed: 01/01/2023] Open
Abstract
Neurodevelopment is uniquely sensitive to toxic insults and there are concerns that environmental chemicals are contributing to widespread subclinical developmental neurotoxicity (DNT). Increased DNT evaluation is needed due to the lack of such information for most chemicals in common use, but in vivo studies recommended in regulatory guidelines are not practical for the large-scale screening of potential DNT chemicals. It is widely acknowledged that developmental neurotoxicity is a consequence of disruptions to basic processes in neurodevelopment and that testing strategies using human cell-based in vitro systems that mimic these processes could aid in prioritizing chemicals with DNT potential. Myelination is a fundamental process in neurodevelopment that should be included in a DNT testing strategy, but there are very few in vitro models of myelination. Thus, there is a need to establish an in vitro myelination assay for DNT. Here, we summarize the routes of myelin toxicity and the known models to study this particular endpoint.
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Affiliation(s)
- Megan Chesnut
- Center for Alternatives to Animal Testing (CAAT), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (M.C.); (T.H.)
| | - Thomas Hartung
- Center for Alternatives to Animal Testing (CAAT), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (M.C.); (T.H.)
- Center for Alternatives to Animal Testing (CAAT-Europe), University of Konstanz, 78464 Konstanz, Germany
| | - Helena Hogberg
- Center for Alternatives to Animal Testing (CAAT), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (M.C.); (T.H.)
| | - David Pamies
- Center for Alternatives to Animal Testing (CAAT), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (M.C.); (T.H.)
- Department of Physiology, University of Lausanne, 1005 Lausanne, Switzerland
- Swiss Centre for Applied Human Toxicology (SCAHT), 4055 Basel, Switzerland
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207
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Liu Y, Qu HQ, Chang X, Nguyen K, Qu J, Tian L, Glessner J, Sleiman PM, Hakonarson H. Deep learning prediction of attention-deficit hyperactivity disorder in African Americans by copy number variation. Exp Biol Med (Maywood) 2021; 246:2317-2323. [PMID: 34233526 DOI: 10.1177/15353702211018970] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Current understanding of the underlying molecular network and mechanism for attention-deficit hyperactivity disorder (ADHD) is lacking and incomplete. Previous studies suggest that genomic structural variations play an important role in the pathogenesis of ADHD. For effective modeling, deep learning approaches have become a method of choice, with ability to predict the impact of genetic variations involving complicated mechanisms. In this study, we examined copy number variation in whole genome sequencing from 116 African Americans ADHD children and 408 African American controls. We divided the human genome into 150 regions, and the variation intensity in each region was applied as feature vectors for deep learning modeling to classify ADHD patients. The accuracy of deep learning for predicting ADHD diagnosis is consistently around 78% in a two-fold shuffle test, compared with ∼50% by traditional k-mean clustering methods. Additional whole genome sequencing data from 351 European Americans children, including 89 ADHD cases and 262 controls, were applied as independent validation using feature vectors obtained from the African American ethnicity analysis. The accuracy of ADHD labeling was lower in this setting (∼70-75%) but still above the results from traditional methods. The regions with highest weight overlapped with the previously reported ADHD-associated copy number variation regions, including genes such as GRM1 and GRM8, key drivers of metabotropic glutamate receptor signaling. A notable discovery is that structural variations in non-coding genomic (intronic/intergenic) regions show prediction weights that can be as high as prediction weight from variations in coding regions, results that were unexpected.
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Affiliation(s)
- Yichuan Liu
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Hui-Qi Qu
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Xiao Chang
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Kenny Nguyen
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Jingchun Qu
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Lifeng Tian
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Joseph Glessner
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Patrick Ma Sleiman
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.,Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.,Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Hakon Hakonarson
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.,Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.,Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.,Division of Pulmonary Medicine, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
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208
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Emotion Regulation via the Autonomic Nervous System in Children with Attention-Deficit/Hyperactivity Disorder (ADHD): Replication and Extension. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2021; 48:361-373. [PMID: 31808007 DOI: 10.1007/s10802-019-00593-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Attention-deficit/hyperactivity disorder (ADHD) is a prevalent disorder characterized by symptoms of inattention, hyperactivity, and/or impulsivity, as well as executive dysfunction. Recent work underlines the importance in understanding the role of emotion reactivity and regulatory deficits in the context of the disorder. One study (i.e., Musser et al. 2011) utilized a positive and negative emotion induction and suppression task, as well as indexes of autonomic nervous system reactivity, to examine emotional functioning in youth with ADHD. This study revealed inflexible parasympathetic-based regulation across emotion conditions among youth with ADHD compared to typically developing youth. The present study sought to replicate and extend these findings to a clinically recruited, diverse sample, while also examining sympathetic functioning. Two hundred fifty-nine participants (160 youth with ADHD), aged 5 to 13, completed the task utilized in Musser et al. 2011, while indexes of parasympathetic (i.e., respiratory sinus arrhythmia [RSA]) and sympathetic (i.e., pre-ejection period [PEP] and electrodermal activity [EDA]) reactivity were obtained. ADHD was associated with significantly elevated parasympathetic (i.e., augmented RSA) and sympathetic (as indexed by EDA) reactivity. Overall, results replicate and extend Musser et al. 2011, revealing sympathetic-linked disruptions in emotion reactivity and parasympathetic-linked disruptions in emotion regulation among youth with ADHD. Future studies of behavioral therapies for ADHD should consider the efficacy of adding an emotion regulation skills training component.
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209
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Yim G, Roberts A, Ascherio A, Wypij D, Kioumourtzoglou MA, Weisskopf MG. Association Between Periconceptional Weight of Maternal Grandmothers and Attention-Deficit/Hyperactivity Disorder in Grandchildren. JAMA Netw Open 2021; 4:e2118824. [PMID: 34323981 PMCID: PMC8322994 DOI: 10.1001/jamanetworkopen.2021.18824] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
IMPORTANCE Neurodevelopmental disorders have been proposed to involve alterations to epigenetic regulation, and epigenetic effects may extend to germline cells to affect later generations. Weight status may affect DNA methylation, and maternal weight before and during pregnancy has been associated with offspring DNA methylation as well as attention-deficit/hyperactivity disorder (ADHD). OBJECTIVE To assess whether a woman's weight before and during pregnancy is associated with ADHD in her grandchild. DESIGN, SETTING, AND PARTICIPANTS This cohort study analyzed data from 19 835 grandmother-mother dyads and 44 720 grandchildren in the Nurses' Health Study II (NHS-II) cohort (2001-2013), a population-based prospective cohort study. Cluster-weighted generalized estimating equations were modeled to estimate the association of grandmother's prepregnancy body mass index (BMI) and gestational weight gain with grandchild risk of ADHD. Data analyses were conducted from May 2018 to April 2021. Grandmothers reported their height and weight before, and weight gain during, their pregnancy with the NHS-II participants. Mothers self-reported height and weight prior to pregnancy. From those data, grandmother BMI and mother BMI were calculated as weight in kilograms divided by height in meters squared and categorized as underweight (<18.5), healthy/normal (18.5-24.9), overweight (25.0-29.9), or obese (≥30). MAIN OUTCOMES AND MEASURES Cases of ADHD identified by maternal report of having a child with a diagnosis of ADHD. RESULTS In total, 19 835 grandmothers (97.6% White race/ethnicity; 2113 [10.7%] prepregnancy underweight and 1391 [7.0%] prepregnancy overweight or obese) were included in this cohort study. Of 44 720 grandchildren, 3593 (8%) received a diagnosis of ADHD. Higher odds of ADHD among grandchildren were found for those whose grandmother was underweight compared with healthy weight prior to pregnancy with the NHS-II participant (adjusted odds ratio, 1.25; 95% CI, 1.10-1.42). By contrast, grandmother gestational weight gain was not significantly associated with risk of grandchild ADHD (adjusted odds ratio for <20 lbs [9.1 kg], 1.06; 95% CI, 0.96-1.16; adjusted odds ratio for >29 lbs [13.2 kg], 1.01; 95% CI, 0.91-1.13). Mother prepregnancy BMI showed an association with ADHD among offspring, with a stronger association detected for obese status (adjusted odds ratio, 1.27; 95% CI, 1.07-1.49) than for overweight status (adjusted odds ratio, 1.13; 95% CI, 1.02-1.26) compared with normal weight as a reference group. The positive association between grandmother prepregnancy underweight and ADHD risk among the grandchildren remained unchanged after further adjustment for potential mediators, including maternal prepregnancy BMI. CONCLUSIONS AND RELEVANCE The results of this cohort study indicate that grandmother underweight prior to pregnancy is associated with an increased risk of ADHD among grandchildren, independent of grandmother gestational weight gain and independent of maternal prepregnancy weight status.
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Affiliation(s)
- Gyeyoon Yim
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Andrea Roberts
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Alberto Ascherio
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - David Wypij
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Department of Cardiology, Children’s Hospital Boston, Boston, Massachusetts
| | | | - Marc G. Weisskopf
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
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210
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Sjoberg EA, Ramos S, López-Tolsa GE, Johansen EB, Pellón R. The irrelevancy of the inter-trial interval in delay-discounting experiments on an animal model of ADHD. Behav Brain Res 2021; 408:113236. [PMID: 33727048 DOI: 10.1016/j.bbr.2021.113236] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 03/06/2021] [Accepted: 03/08/2021] [Indexed: 01/19/2023]
Abstract
Delay discounting involves choosing between a small, immediate reward, and a larger but delayed one. As the delay between choice and large reward gets longer, people with ADHD tend to become impulsive faster than controls, indicated by a switch in preference from the large to the smaller reward. Choosing the smaller reward when the larger is considered reward maximizing is labeled impulsive behaviour. It is well documented that increased delays between choice and reward affects choice preference in both humans and other animals. Other variables such as the inter-trial interval or trial length are observed to have an effect on human discounting, but their effect on discounting in other animals is largely assumed rather than tested. In the current experiment, we tested this assumption. One group of rats was exposed to increasing delays between choosing the large reward and receiving it, while another group experienced longer inter-trial intervals that were equal in length to the delays in the other group. This ensured that trial length was controlled for in delay discounting, but that the delay function and inter-trial intervals could be manipulated and measured separately. Results showed that while the delay between choice and reward caused impulsive behaviour in rats, the length of the inter-trial interval (and by extension trial length) had no impact on choice behaviour. A follow-up experiment found this to be the case even if the length of the inter-trial interval was signaled with audio cues. These results suggest that rats, and possibly animals in general, are insensitive to time between trials, and therefore cannot easily represent human counterparts on the task.
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Affiliation(s)
- Espen A Sjoberg
- Department of Behavioral Sciences, Oslo Metropolitan University, St. Olavs Plass, P.O. Box 4, Oslo, 0130, Norway; School of Health Sciences, Kristiania University College, Chr. Krohgs Gate 32A, Oslo, 0186, Norway
| | - Sergio Ramos
- Departamento de Psicología Básica I, Universidad Nacional de Educación a Distancia (UNED), C/ Juan del Rosal 10, Madrid, 28040, Spain
| | - Gabriela E López-Tolsa
- Departamento de Psicología Básica I, Universidad Nacional de Educación a Distancia (UNED), C/ Juan del Rosal 10, Madrid, 28040, Spain; Facultad de Psicología, Universidad Nacional Autónoma de México, Ciudad de México, 04510, Mexico
| | - Espen Borgå Johansen
- Department of Behavioral Sciences, Oslo Metropolitan University, St. Olavs Plass, P.O. Box 4, Oslo, 0130, Norway
| | - Ricardo Pellón
- Departamento de Psicología Básica I, Universidad Nacional de Educación a Distancia (UNED), C/ Juan del Rosal 10, Madrid, 28040, Spain.
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211
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Biederman J, DiSalvo M, Vaudreuil C, Wozniak J, Uchida M, Woodworth KY, Green A, Farrell A, Faraone SV. The child behavior checklist can aid in characterizing suspected comorbid psychopathology in clinically referred youth with ADHD. J Psychiatr Res 2021; 138:477-484. [PMID: 33965736 PMCID: PMC9069333 DOI: 10.1016/j.jpsychires.2021.04.028] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 02/18/2021] [Accepted: 04/08/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To examine the utility of the Child Behavior Checklist (CBCL) to aid in the identification of comorbid psychopathological conditions affecting referred youth with suspected ADHD prior to the evaluation. The CBCL is an easy-to-use assessment tool that may provide invaluable information regarding the severity and characteristics of the presenting complaints. METHODS The sample included 332 youths consecutively referred to an ADHD program for the assessment of suspected ADHD. Parents completed the CBCL, parent-rated ADHD Self-Report Scale (ASRS), Social Responsiveness Scale (SRS), and Behavior Rating Inventory of Executive Function (BRIEF). Because of the established association between the CBCL Attention Problems scale and a structured diagnostic interview of ADHD, all youths analyzed had abnormal Attention Problems T-scores (≥60). RESULTS Seventy-six percent of youths with elevated Attention Problems T-scores had ≥3 additional abnormal CBCL scales, suggesting they were likely affected with multiple comorbid psychopathological conditions. Moreover, 44% had ≥1 CBCL clinical scale with a T-score more severe than their Attention Problems T-score, suggesting the putative comorbid condition was more severe than the ADHD symptoms. Additional CBCL scale elevations were associated with more severe functional impairments as assessed by the ASRS, SRS, BRIEF, and CBCL competence scales. CONCLUSION The CBCL obtained before the clinical assessment identified high rates of comorbid psychopathology in youths referred for the assessment of ADHD. It provided detailed information about the types and severity of suspected psychopathological conditions impacting a particular youth, which is critical to guide the assessing clinician on likely differing needs of the affected child.
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Affiliation(s)
- Joseph Biederman
- Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
| | - Maura DiSalvo
- Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA
| | - Carrie Vaudreuil
- Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Janet Wozniak
- Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Mai Uchida
- Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - K. Yvonne Woodworth
- Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA
| | - Allison Green
- Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA
| | - Abigail Farrell
- Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA
| | - Stephen V. Faraone
- Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA,Departments of Psychiatry and of Neuroscience and Physiology, SUNY Upstate Medical University, Syracuse, NY, USA
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212
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Danielson ML, Bitsko RH, Holbrook JR, Charania SN, Claussen AH, McKeown RE, Cuffe SP, Owens JS, Evans SW, Kubicek L, Flory K. Community-Based Prevalence of Externalizing and Internalizing Disorders among School-Aged Children and Adolescents in Four Geographically Dispersed School Districts in the United States. Child Psychiatry Hum Dev 2021; 52:500-514. [PMID: 32734339 PMCID: PMC8016018 DOI: 10.1007/s10578-020-01027-z] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
The Project to Learn About Youth-Mental Health (PLAY-MH; 2014-2018) is a school-based, two-stage study designed to estimate the prevalence of selected mental disorders among K-12 students in four U.S.-based sites (Colorado, Florida, Ohio, and South Carolina). In Stage 1, teachers completed validated screeners to determine student risk status for externalizing or internalizing problems or tics; the percentage of students identified as being at high risk ranged from 17.8% to 34.4%. In Stage 2, parents completed a structured diagnostic interview to determine whether their child met criteria for fourteen externalizing or internalizing disorders; weighted prevalence estimates of meeting criteria for any disorder were similar in three sites (14.8%-17.8%) and higher in Ohio (33.3%). PLAY-MH produced point-in-time estimates of mental disorders in K-12 students, which may be used to supplement estimates from other modes of mental disorder surveillance and inform mental health screening and healthcare and educational services.
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Affiliation(s)
- Melissa L. Danielson
- Division of Human Development and Disability, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE MS S106-4, Atlanta, GA 30341-3717, USA
| | - Rebecca H. Bitsko
- Division of Human Development and Disability, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE MS S106-4, Atlanta, GA 30341-3717, USA
| | - Joseph R. Holbrook
- Division of Human Development and Disability, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE MS S106-4, Atlanta, GA 30341-3717, USA
| | - Sana N. Charania
- Division of Human Development and Disability, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE MS S106-4, Atlanta, GA 30341-3717, USA,Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA
| | - Angelika H. Claussen
- Division of Human Development and Disability, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE MS S106-4, Atlanta, GA 30341-3717, USA
| | - Robert E. McKeown
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Steven P. Cuffe
- Department of Psychiatry, University of Florida College of Medicine–Jacksonville, Jacksonville, FL, USA
| | | | | | - Lorraine Kubicek
- Department of Pediatrics and Department of Psychiatry, University of Colorado School of Medicine, Aurora, CO, USA
| | - Kate Flory
- Department of Psychology, University of South Carolina, Columbia, SC, USA
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213
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Lu S, O'Halloran T, Soares N. The Many Roles of Pediatric Integrated Behavioral Health Specialists. Pediatr Clin North Am 2021; 68:541-549. [PMID: 34044983 DOI: 10.1016/j.pcl.2021.02.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The primary care pediatric setting is intended to provide continuous and comprehensive care throughout a child's life, ensuring overall well-being. Routinely scheduled well-child visits are ideal to assess developmental progress, environmental health, behavior/psychosocial issues, and other concerns. Delivering integrated behavioral health (IBH) in the primary care setting may aid in identifying any early concerns or difficulties and provides resources and support when these issues first emerge; thus, promoting the child's well-being. IBH should be engaged early and often to establish a relationship with families and follow them as the child develops, regardless of the presence of a precipitating behavior concern.
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Affiliation(s)
- Skye Lu
- Yu Pediatrics, 325 Charles H Dimmock Parkway #600, Colonial Heights, VA 23834, USA.
| | - Theron O'Halloran
- Western Michigan University Homer Stryker MD School of Medicine, 1000 Oakland Drive, Kalamazoo, MI 49008, USA
| | - Neelkamal Soares
- Western Michigan University Homer Stryker MD School of Medicine, 1000 Oakland Drive, Kalamazoo, MI 49008, USA
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214
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Allan CC, DeShazer M, Staggs VS, Nadler C, Crawford TP, Moody S, Chacko A. Accidental Injuries in Preschoolers: Are We Missing an Opportunity for Early Assessment and Intervention? J Pediatr Psychol 2021; 46:835-843. [PMID: 34010419 DOI: 10.1093/jpepsy/jsab044] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 03/12/2021] [Accepted: 04/02/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Children with attention-deficit/hyperactivity disorder (ADHD) are at risk for accidental injuries, but little is known about age-related changes in early childhood. We predicted that ADHD would be associated with greater frequency and volume of accidental injuries. We explored associations between ADHD and injury types and examined age-related changes within the preschool period. METHODS Retrospective chart review data of 21,520 preschool children with accidental injury visits within a large pediatric hospital network were examined. We compared children with ADHD (n = 524) and without ADHD (n = 20,996) on number of injury visits by age, total number of injury visits, injury volume, and injury type. RESULTS Children with ADHD averaged fewer injury visits at age 3 and 90% more visits at age 6. Children with ADHD had injury visits in more years during the 3-6 age. There were no differences in injury volumes. Among patients with an injury visit at age 3, children with ADHD had 6 times the probability of a subsequent visit at age 6. At age 3, children with ADHD were estimated to have 50% fewer injury visits than children without ADHD, but by age 6, children with ADHD had an estimated 74% more injury visits than children without ADHD. Risk for several injury types for children with ADHD exceeded that for patients without ADHD by at least 50%. CONCLUSIONS Early identification and treatment of preschool ADHD following accidental injury may prevent subsequent injuries. Clinical implications and future directions are discussed with emphasis on the maintenance of parental monitoring into the older preschool years.
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Affiliation(s)
- Carla C Allan
- Division of Psychology, Barrow Neurological Institute, Phoenix Children's Hospital
| | | | - Vincent S Staggs
- Division of Developmental and Behavioral Health, Children's Mercy Kansas City, University of Missouri-Kansas City School of Medicine and
| | - Cy Nadler
- Division of Developmental and Behavioral Health, Children's Mercy Kansas City, University of Missouri-Kansas City School of Medicine and
| | - Trista Perez Crawford
- Division of Developmental and Behavioral Health, Children's Mercy Kansas City, University of Missouri-Kansas City School of Medicine and
| | - Simone Moody
- Division of Developmental and Behavioral Health, Children's Mercy Kansas City, University of Missouri-Kansas City School of Medicine and
| | - Anil Chacko
- Department of Applied Psychology, Steinhardt School of Culture, Education and Human Development, New York University
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215
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Straughen JK, Sitarik AR, Johnson CC, Wegienka G, Ownby DR, Johnson-Hooper TM, Allo G, Levin AM, Cassidy-Bushrow AE. Prenatal IgE as a Risk Factor for the Development of Childhood Neurodevelopmental Disorders. Front Pediatr 2021; 9:601092. [PMID: 34055677 PMCID: PMC8160239 DOI: 10.3389/fped.2021.601092] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 03/30/2021] [Indexed: 01/21/2023] Open
Abstract
Background: Few studies have examined if maternal allergic disease is associated with an offspring's neurodevelopment. We hypothesized that Th-2 biased maternal immune function assessed as total serum immunoglobulin (Ig) E is associated with attention deficit hyperactivity disorder (ADHD). Methods: Data are from the Wayne County Health, Environment, Allergy, and Asthma Longitudinal Study (WHEALS), a racially and socioeconomically diverse birth cohort in metropolitan Detroit, Michigan. Maternal total IgE was measured prenatally and at 1-month postpartum. Child total IgE was assessed at birth, 6 months, and 2 years of age. ADHD diagnosis was based on the parental report at the 10-12-year study visits or medical chart abstraction. Total IgE was log2 transformed. Poisson regression models with robust error variance were used to calculate the risk ratios (RR). Inverse probability weighting was used to correct for potential bias due to a loss to follow-up and non-response. Results: Of the 636 maternal-child pairs in the analysis, 513 children were neurotypical and 123 had ADHD. Maternal prenatal total IgE was significantly associated with ADHD even after adjustment for potential confounders (RR = 1.08, 95% CI 1.03-1.13). Maternal and child IgE measures were positively and significantly correlated, but child total IgE was not associated with ADHD at any time point. Conclusions: Maternal prenatal IgE may influence neurodevelopment, but additional studies are needed to confirm and expand these findings.
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Affiliation(s)
- Jennifer K. Straughen
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, United States
| | - Alexandra R. Sitarik
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, United States
| | | | - Ganesa Wegienka
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, United States
| | - Dennis R. Ownby
- Division of Allergy and Clinical Immunology, Department of Pediatrics, Medical College of Georgia at Augusta University, Augusta, GA, United States
| | - Tisa M. Johnson-Hooper
- Department of Pediatrics, Henry Ford Hospital, Detroit, MI, United States
- Center for Autism and Developmental Disabilities, Henry Ford Hospital, Detroit, MI, United States
| | - Ghassan Allo
- Department of Pathology, Henry Ford Hospital, Detroit, MI, United States
| | - Albert M. Levin
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, United States
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216
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Do Athletes Have More of a Cognitive Profile with ADHD Criteria than Non-Athletes? Sports (Basel) 2021; 9:sports9050061. [PMID: 34064644 PMCID: PMC8151350 DOI: 10.3390/sports9050061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 05/04/2021] [Accepted: 05/06/2021] [Indexed: 12/02/2022] Open
Abstract
The current study investigates the possibility that athletes have more parallel ADHD symptoms than non-athletes. High-level youth sport athletes were compared with non-athletes in leisure time (i.e., sport) and in the school in ADHD symptoms. Athletes and students were evaluated by a trained psychotherapist using Adult ADHD Self-Report Scale (ASRS) on activities at school and during activities in leisure/sports time. They also filled in the Autism Spectrum Questionnaire (AQ) as a self-report assessment. Results showed significant differences in ASRS-scores for athletes in school and in their sport, with high scores in school and low scores in sport. No differences were found in AQ between the groups. The findings indicate that many athletes might display a cognitive profile of parallel of ADHD criteria. Future research needs to further investigate potential benefits of the cognitive profile in athletes and how they handle different contexts including sport and school settings.
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217
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Perapoch J, Vidal R, Gómez-Lumbreras A, Hermosilla E, Riera L, Cortés J, Céspedes MC, Ramos-Quiroga JA, Morros R. Prematurity and ADHD in Childhood: An Observational Register-Based Study in Catalonia. J Atten Disord 2021; 25:933-941. [PMID: 31409171 DOI: 10.1177/1087054719864631] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective: To evaluate the association between prematurity (by the gestational week [gw]) and ADHD during childhood. Method: Observational, matched cohort study using data from children born in a tertiary-level hospital (Hospital Universitari Vall d'Hebron, Catalonia, Spain) during 1995-2007 and data from the Information System for the Development of Research in Primary Health Care (SIDIAP database, Catalonia, Spain). Results: Prevalence of ADHD increases as gestational age decreases, 12.7% for those born ≤28 gw, compared to 3.2% for those born after the 37 gw. The risk of developing ADHD in the non-premature children tends to increase as the gw decreases (35-36 gw, hazard ratio [HR] = 1.70, 95% confidence interval [CI] [1.19, 2.44]; 33-34 gw, HR = 3.38, 95% CI [2.08, 5.50]; 29-32 gw, HR = 2.37, 95% CI [1.54, 3.63]; and ≤28 gw, HR = 5.57, 95% CI [2.49, 12.46]) Conclusion: Being born preterm is associated with a risk of developing ADHD, also in late preterm children (35-36 gw). Attention when taking care of these infants regarding their mental health must be made.
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Affiliation(s)
- J Perapoch
- Pediatric Department, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - R Vidal
- Department of Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia. Spain.,Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Bellaterra, Spain.,Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR).,Biomedical Network Research Centre on Mental Health (CIBERSAM)
| | - A Gómez-Lumbreras
- Institut Universitari d'Investigació en Atenció Primària Jordi Gol, Barcelona, Spain
| | - E Hermosilla
- Sistema d'Informació per al desenvolupament de la investigació en Atenció Primària, Barcelona, Spain
| | - L Riera
- Institut Català de la Salut, Barcelona, Spain
| | - J Cortés
- Universitat Politècnica de Catalunya, Barcelona, Spain
| | - M C Céspedes
- Pediatric Department, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - J A Ramos-Quiroga
- Department of Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia. Spain.,Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Bellaterra, Spain.,Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR).,Biomedical Network Research Centre on Mental Health (CIBERSAM)
| | - R Morros
- Institut Universitari d'Investigació en Atenció Primària Jordi Gol, Barcelona, Spain.,Deparment of Pharmacology and Therapeutics, Universitat Autònoma de Barcelona, Bellaterra, Spain
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218
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Keating J, Bramham J, Downes M. Sensory modulation and negative affect in children at familial risk of ADHD. RESEARCH IN DEVELOPMENTAL DISABILITIES 2021; 112:103904. [PMID: 33639605 DOI: 10.1016/j.ridd.2021.103904] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 01/05/2021] [Accepted: 02/09/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND/AIMS Sensory modulation difficulties are commonly reported in patients with ADHD, however there has been little focus on the development of these difficulties in young children at a higher risk of later ADHD diagnosis. This study investigated whether children with a familial history of ADHD show greater sensory modulation difficulties. We also explored whether sensory modulation was linked to negative affectivity, which has been highlighted as a potential early marker of ADHD. METHODS Parents of children under 6 years with a family history of ADHD (n = 65) and no family history (n = 122) completed questionnaires on sensory modulation and temperament. RESULTS Children from families with ADHD were reported to display extreme patterns of hyperresponsiveness and hyporesponsiveness, relative to controls. No differences emerged for the sensory seeking domain. Some children within the high-risk group reported high scores across all three sensory modulation patterns. Regression analysis revealed that hyperresponsiveness predicted higher levels of negative affect. CONCLUSIONS/IMPLICATIONS This study is the first to report greater sensory modulation difficulties in children at familial risk of ADHD. Future research should establish whether children with sensory modulation and temperament difficulties in early childhood are more vulnerable to developing ADHD.
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Affiliation(s)
- J Keating
- School of Psychology, University College Dublin, Belfield, Dublin 4, Ireland.
| | - J Bramham
- School of Psychology, University College Dublin, Belfield, Dublin 4, Ireland
| | - M Downes
- School of Psychology, University College Dublin, Belfield, Dublin 4, Ireland
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219
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Dvorsky MR, Friedman LM, Spiess M, Pfiffner LJ. Patterns of Parental Adherence and the Association to Child and Parenting Outcomes Following a Multicomponent School-Home Intervention for Youth With ADHD. Behav Ther 2021; 52:745-760. [PMID: 33990247 PMCID: PMC8124088 DOI: 10.1016/j.beth.2020.09.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 09/16/2020] [Accepted: 09/30/2020] [Indexed: 11/30/2022]
Abstract
The goal of the present study was to evaluate the role of parent adherence in the Collaborative Life Skills (CLS) program, a multicomponent school-home intervention, for predicting child and parenting outcomes. A sample of 129 children (63% male; M age = 8.22, SD = 1.10; grades 2-5) with attention-deficit/hyperactivity disorder (ADHD) and their parents participated in CLS, which included 10 weekly behavioral parent training group sessions. Each week, parents provided information on their CLS skill use between sessions (at home) as part of the intervention. Outcome measures included parent and teacher ratings of child behavior and parenting at post-intervention and 6 months follow-up. Growth mixture models examining weekly parent skill use trajectories throughout the intervention significantly predicted parent- and teacher-reported outcomes including parent-rated child behavior, teacher-rated academic competence, and positive parenting behaviors. Fifty-two percent of parents displayed moderate skill use throughout the intervention, whereas the remaining parents had either low (20%) or high (28%) initial levels of use but demonstrated high skill utilization by the middle of the intervention. Results highlight the importance of examining individual differences in parents between session strategy use for behavioral parent training interventions targeting child and parenting outcomes.
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Affiliation(s)
- Melissa R Dvorsky
- Children's National Hospital; The George Washington University School of Medicine and Health Sciences; University of California, San Francisco.
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220
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Wang H, Li F, Miao M, Yu Y, Ji H, Liu H, Huang R, Obel C, Zhang J, Li J. Maternal spontaneous abortion and the risk of attention-deficit/hyperactivity disorder in offspring: a population-based cohort study. Hum Reprod 2021; 35:1211-1221. [PMID: 32340041 DOI: 10.1093/humrep/deaa035] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 02/03/2020] [Accepted: 02/11/2020] [Indexed: 12/19/2022] Open
Abstract
STUDY QUESTION Is a maternal history of spontaneous abortion (SA) associated with an increased risk of attention-deficit/hyperactivity disorder (ADHD) in offspring? SUMMARY ANSWER Our results suggest an association between maternal history of SA and ADHD in offspring, with the risk increasing with the number of maternal SA and highest in the firstborn children whose mothers had had recurrent SAs after adjusting for a number of potential confounders. WHAT IS KNOWN ALREADY A history of SA has been associated with more complications in next pregnancies and adverse childbirth outcomes, which are risk factors for ADHD in the offspring. However, no previous study has investigated whether maternal SA increases risk of ADHD in the offspring. STUDY DESIGN, SIZE, DURATION This population-based study included all live-born children in Denmark from 1 January 1995 to 31 December 2012 (n = 1 062 667). All children were followed from 3 years of age until the day of ADHD diagnosis, death, emigration or 31 December 2016, whichever came first. PARTICIPANTS/MATERIALS, SETTING, METHODS There were 130 206 (12.2%) children born to mothers who had at least one SA. Cox proportional hazards regression models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). MAIN RESULTS AND THE ROLE OF CHANCE During a median follow-up of 9.4 years (interquartile range, 5.4-14.3), 25 747 children were diagnosed with ADHD. Overall, children of mothers with a history of SA had an increased rate of ADHD (HR, 1.11; 95% CI, 1.07 to 1.15). The HRs increased with the number of maternal SA, 1.09 (95% CI, 1.05 to 1.13) for one SA and 1.22 (95% CI, 1.12 to 1.33) for at least two SAs, respectively. These findings were consistent when we took into consideration a number of factors, such as maternal socioeconomic status, type of SA, birth order, parental history of psychiatric disorders, pregnancy characteristics and adverse birth outcomes. LIMITATIONS, REASONS FOR CAUTION Misclassification of SA was possible as we used population-based register data to capture maternal history of SA. However, any misclassification of maternal history of SA would be non-differential with regard to the diagnosis of ADHD in offspring, which generally leads to underestimation of the associations. Furthermore, probabilistic sensitivity analysis suggested that only 1% of change in the estimate may have been due to misclassification of SA. WIDER IMPLICATIONS OF THE FINDINGS SA is quite frequent (varying from 15 to 20%), and a small increase of neurodevelopmental problems in offspring could have major public health implications. STUDY FUNDING/COMPETING INTEREST(S) This work was supported by grants from the National Natural Science Foundation of China (No. 81703237, No. 81530086 and No. 81761128035), National Key Research and Development Program (2018YFC1002801, 2016YFC1000505), Shanghai Municipal Commission of Health and Family Planning (No. 2017ZZ02026, No. 2017EKHWYX-02), the Novo Nordisk Foundation (NNF18OC0052029), the Danish Council for Independent Research (DFF-6110-00019), the Nordic Cancer Union (176673, 186200 and R217-A13234-18-S65), Karen Elise Jensens Fond (2016) and Xinhua Hospital of Shanghai Jiao Tong University School of Medicine (2018YJRC03). All authors report no conflict of interest. TRIAL REGISTRATION NUMBER NA.
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Affiliation(s)
- Hui Wang
- MOE-Shanghai Key Laboratory of Children's Environmental Health, Xin Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Fei Li
- MOE-Shanghai Key Laboratory of Children's Environmental Health, Xin Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Maohua Miao
- NHC Key Lab. of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Fudan University, Shanghai, China
| | - Yongfu Yu
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Honglei Ji
- NHC Key Lab. of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Fudan University, Shanghai, China
| | - Hui Liu
- School of Public Health/Medical Informatics Center, Peking University, Beijing, China
| | - Rong Huang
- MOE-Shanghai Key Laboratory of Children's Environmental Health, Xin Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Carsten Obel
- Unit of Mental Public Health, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Jun Zhang
- MOE-Shanghai Key Laboratory of Children's Environmental Health, Xin Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiong Li
- MOE-Shanghai Key Laboratory of Children's Environmental Health, Xin Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
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221
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Detecting microstructural white matter abnormalities of frontal pathways in children with ADHD using advanced diffusion models. Brain Imaging Behav 2021; 14:981-997. [PMID: 31041662 DOI: 10.1007/s11682-019-00108-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Studies using diffusion tensor imaging (DTI) have documented alterations in the attention and executive system in children and adolescents with attention-deficit/hyperactivity disorder (ADHD). While abnormalities in the frontal lobe have also been reported, the associated white matter fiber bundles have not been investigated comprehensively due to the complexity in tracing them through fiber crossings. Furthermore, most studies have used a non-specific DTI model to understand white matter abnormalities. We present results from a first study that uses a multi-shell diffusion MRI (dMRI) data set coupled with an advanced multi-fiber tractography algorithm to probe microstructural measures related to axonal/cellular density and volume of fronto-striato-thalamic pathways in children with ADHD (N = 30) and healthy controls (N = 28). Head motion was firstly examined as a priority in order to assure that no group difference existed. We investigated 45 different white matter fiber bundles in the brain. After correcting for multiple comparisons, we found lower axonal/cellular packing density and volume in ADHD children in 8 of the 45 fiber bundles, primarily in the right hemisphere as follows: 1) Superior longitudinal fasciculus-II (SLF-II) (right), 2) Thalamus to precentral gyrus (right), 3) Thalamus to superior-frontal gyrus (right), 4) Caudate to medial orbitofrontal gyrus (right), 5) Caudate to precentral gyrus (right), 6) Thalamus to paracentral gyrus (left), 7) Caudate to caudal middlefrontal gyrus (left), and 8) Cingulum (bilateral). Our results demonstrate reduced axonal/cellular density and volume in certain frontal lobe white matter fiber tracts, which sub-serve the attention function and executive control systems. Further, our work shows specific microstructural abnormalities in the striato-thalamo-cortical connections, which have not been previously reported in children with ADHD.
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Malnutrition among the Elderly in Malaysia and Its Associated Factors: Findings from the National Health and Morbidity Survey 2018. J Nutr Metab 2021; 2021:6639935. [PMID: 33953978 PMCID: PMC8057910 DOI: 10.1155/2021/6639935] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 03/26/2021] [Accepted: 03/31/2021] [Indexed: 12/30/2022] Open
Abstract
Background Malaysia is predicted to become an ageing population by 2035. Malnutrition among the elderly is one of growing concern. This study aims to identify the prevalence of malnutrition and its associated factors among the elderly in Malaysia. Methods Data from the National Health and Morbidity Survey (NHMS) 2018 was analysed. This survey applied a multistage stratified cluster sampling design to ensure national representativeness. Malnutrition was identified using a validated Mini Nutrition Assessment-Short Form (MNA-SF). Variables on sociodemographic, health status, and dietary practices were also obtained. The complex sampling analysis was used to determine the prevalence and associated factors of at-risk or malnutrition among the elderly. Result A total of 3,977 elderly completed the MNA-SF. The prevalence of malnutrition and at-risk of malnutrition was 7.3% and 23.5%, respectively. Complex sample multiple logistic regression found that the elderly who lived in a rural area, with no formal or primary level of education, had depression, Instrumental Activity of Daily Living (IADL) dependency, and low quality of life (QoL), were underweight, and had food insecurity and inadequate plain water intake were at a significant risk of malnutrition (malnutrition and at-risk), while Chinese, Bumiputra Sarawak, and BMI more than 25 kgm-2 were found to be protective. Conclusions Currently, three out of ten elderly in Malaysia were at-risk or malnutrition. The elderly in a rural area, low education level, depression, IADL dependency, low QoL, underweight, food insecurity, and inadequate plain water intake were at risk of malnutrition in Malaysia. The multiagency approach is needed to tackle the issue of malnutrition among the elderly by considering all predictors identified from this study.
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Tahıllıoğlu A, Bilaç Ö, Uysal T, Ercan ES. Who predict ADHD with better diagnostic accuracy?: Parents or teachers? Nord J Psychiatry 2021; 75:214-223. [PMID: 33612071 DOI: 10.1080/08039488.2020.1867634] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVE The objectives of the study were to determine which parents or teachers predict attention-deficit/hyperactivity disorder (ADHD) better in children and adolescents, and to detect both diagnostical and symptomatological agreement levels across informant reports. METHOD A total of 417 cases aged 6-14 from a non-referred community sample were assessed by a semi-structured interview, parent- and teacher-rated ADHD Rating Scale-IV. Also, impairment criteria were taken into account to ensure the gold standard diagnosis for ADHD. The measures of sensitivity, specificity, positive predictive value, negative predictive value, and diagnostic accuracy were calculated in each categorical sample. Besides, the agreement between parent and teacher reports of ADHD was investigated. RESULTS Parents and teachers had similar diagnostic accuracy for predicting ADHD. Both parents and teachers predicted ADHD in similar accuracy in both boys and girls, separately. However, girls were found to be more predictable by both parents and teachers compared to boys. Parents with lower education levels had worse diagnostic accuracy than both parents with higher education levels and teachers. Low to moderate agreement and correlations between parent and teacher ADHD reports were detected. CONCLUSION In general, parents and teachers seem to predict ADHD in similar accuracy. Nevertheless, child gender and parental education level may alter the predictability power for ADHD. The findings can guide for clinicians that how to evaluate observation reports of parents and teachers to make accurate ADHD diagnosis in patients.
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Affiliation(s)
- Akın Tahıllıoğlu
- Department of Child and Adolescent Psychiatry, Ege University, Izmir, Turkey
| | - Öznur Bilaç
- Department of Child and Adolescent Psychiatry, Manisa Celal Bayar University, Manisa, Turkey
| | - Taciser Uysal
- Department of Child and Adolescent Psychiatry, İstanbul Okmeydanı Education and Research Hospital, Istanbul, Turkey
| | - Eyüp Sabri Ercan
- Department of Child and Adolescent Psychiatry, Ege University, Izmir, Turkey
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224
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Kazda L, Bell K, Thomas R, McGeechan K, Sims R, Barratt A. Overdiagnosis of Attention-Deficit/Hyperactivity Disorder in Children and Adolescents: A Systematic Scoping Review. JAMA Netw Open 2021; 4:e215335. [PMID: 33843998 PMCID: PMC8042533 DOI: 10.1001/jamanetworkopen.2021.5335] [Citation(s) in RCA: 84] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 02/13/2021] [Indexed: 12/25/2022] Open
Abstract
Importance Reported increases in attention-deficit/hyperactivity disorder (ADHD) diagnoses are accompanied by growing debate about the underlying factors. Although overdiagnosis is often suggested, no comprehensive evaluation of evidence for or against overdiagnosis has ever been undertaken and is urgently needed to enable evidence-based, patient-centered diagnosis and treatment of ADHD in contemporary health services. Objective To systematically identify, appraise, and synthesize the evidence on overdiagnosis of ADHD in children and adolescents using a published 5-question framework for detecting overdiagnosis in noncancer conditions. Evidence Review This systematic scoping review adhered to the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) Extension for Scoping Reviews and Joanna Briggs Methodology, including the PRISMA-ScR Checklist. MEDLINE, Embase, PsychINFO, and the Cochrane Library databases were searched for studies published in English between January 1, 1979, and August 21, 2020. Studies of children and adolescents (aged ≤18 years) with ADHD that focused on overdiagnosis plus studies that could be mapped to 1 or more framework question were included. Two researchers independently reviewed all abstracts and full-text articles, and all included studies were assessed for quality. Findings Of the 12 267 potentially relevant studies retrieved, 334 (2.7%) were included. Of the 334 studies, 61 (18.3%) were secondary and 273 (81.7%) were primary research articles. Substantial evidence of a reservoir of ADHD was found in 104 studies, providing a potential for diagnoses to increase (question 1). Evidence that actual ADHD diagnosis had increased was found in 45 studies (question 2). Twenty-five studies showed that these additional cases may be on the milder end of the ADHD spectrum (question 3), and 83 studies showed that pharmacological treatment of ADHD was increasing (question 4). A total of 151 studies reported on outcomes of diagnosis and pharmacological treatment (question 5). However, only 5 studies evaluated the critical issue of benefits and harms among the additional, milder cases. These studies supported a hypothesis of diminishing returns in which the harms may outweigh the benefits for youths with milder symptoms. Conclusions and Relevance This review found evidence of ADHD overdiagnosis and overtreatment in children and adolescents. Evidence gaps remain and future research is needed, in particular research on the long-term benefits and harms of diagnosing and treating ADHD in youths with milder symptoms; therefore, practitioners should be mindful of these knowledge gaps, especially when identifying these individuals and to ensure safe and equitable practice and policy.
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Affiliation(s)
- Luise Kazda
- Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Katy Bell
- Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Rae Thomas
- Institute for Evidence-Based Healthcare, Bond University, Gold Coast, Queensland, Australia
| | - Kevin McGeechan
- Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Rebecca Sims
- Institute for Evidence-Based Healthcare, Bond University, Gold Coast, Queensland, Australia
| | - Alexandra Barratt
- Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
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225
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Leikauf JE, Correa C, Bueno AN, Sempere VP, Williams LM. StopWatch: Pilot study for an Apple Watch application for youth with ADHD. Digit Health 2021; 7:20552076211001215. [PMID: 33868703 PMCID: PMC8020230 DOI: 10.1177/20552076211001215] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 02/16/2021] [Indexed: 11/15/2022] Open
Abstract
Introduction To address the need for non-pharmacologic, scalable approaches for managing
attention-deficit and hyperactivity disorder (ADHD) in young people, we report the
results of a study of an application developed for a wearable device (Apple Watch) that
was designed to track movement and provide visual and haptic feedback for ADHD. Methods Six-week, open label pilot study with structured rating scales ADHD and semi-structured
qualitative interview. Apple Watch software application given to users that uses
actigraphy and graphic interface as well as haptic feedback to provide feedback to users
about level of movement during periods of intentional focus. Linear mixed models to
estimate trajectories. Results Thirty-two participants entered the study. This application was associated with
improvement in ADHD symptoms over the 6 weeks of the study. We observed an ADHD-Rating
Scale change of β = −1.2 units/week (95% CI = −0.56 to −1.88, F = 13.4,
P = .0004). Conclusions These positive clinical outcomes highlight the promise of such wearable applications
for ADHD and the need to pursue their further development.
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226
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Minatoya M, Kishi R. A Review of Recent Studies on Bisphenol A and Phthalate Exposures and Child Neurodevelopment. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18073585. [PMID: 33808331 PMCID: PMC8036555 DOI: 10.3390/ijerph18073585] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 03/20/2021] [Accepted: 03/25/2021] [Indexed: 01/17/2023]
Abstract
Purpose of Review: Bisphenol A and phthalate have been found in the environment, as well as in humans. In this narrative review pre- and postnatal bisphenol A and phthalate exposures, their relationship to neurodevelopment, and the behavioral outcomes of children are elucidated, focusing in particular on the recent case-control, cross-sectional, and longitudinal studies. This review also introduces some of the possible mechanisms behind the observed associations between exposures and outcomes. Recent Findings: Although bisphenol A and phthalate exposure have been reported to influence neurobehavioral development in children, there are various kinds of test batteries for child neurodevelopmental assessment at different ages whose findings have been inconsistent among studies. In addition, the timing and number of exposure assessments have varied. Summary: Overall, this review suggests that prenatal exposure to bisphenol A and phthalates may contribute to neurobehavioral outcomes in children. The evidence is still limited; however, Attention Deficit Hyperactivity Disorder (ADHD) symptoms, especially among boys, constantly suggested association with both prenatal and concurrent exposure to bisphenol A. Although there is limited evidence on the adverse effects of prenatal and postnatal bisphenol A and phthalate exposures provided, pregnant women and young children should be protected from exposure based on a precautionary approach.
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227
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Zamboni L, Marchetti P, Congiu A, Giordano R, Fusina F, Carli S, Centoni F, Verlato G, Lugoboni F. ASRS Questionnaire and Tobacco Use: Not Just a Cigarette. A Screening Study in an Italian Young Adult Sample. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18062920. [PMID: 33809225 PMCID: PMC8001583 DOI: 10.3390/ijerph18062920] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 03/05/2021] [Accepted: 03/09/2021] [Indexed: 11/29/2022]
Abstract
Young adults exhibit greater sensitivity than adults to nicotine reinforcement, and Attention Deficit Hyperactivity Disorder (ADHD) increases the risk for early-onset smoking. We investigated the correlation between ADHD Self-Report Scale (ASRS) scores and smoking, evaluated the prevalence of ADHD symptomatology (not diagnoses) in smokers and non-smokers and its comorbidity with benzodiazepine and gambling addictions. A total of 389 young adults from 14 schools in Northern Italy fill out a survey and the Adult ADHD Self-Report Scale (ASRS). A total of 15.2% of subjects tested positive at the ASRS, which correlated with smoking; moreover, smokers had twice the probability of testing positive at the ASRS. ADHD symptomatology, especially when comorbid with tobacco abuse, is an important condition to monitor because early nicotine exposure could be a gateway for other addictive behaviors.
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Affiliation(s)
- Lorenzo Zamboni
- Department of Medicine, Addiction Medicine Unit, Verona University Hospital, 37134 Verona, Italy; (A.C.); (R.G.); (S.C.); (F.C.); (F.L.)
- Department of Neurosciences, Biomedicine, and Movement Sciences, University of Verona, 37134 Verona, Italy
- Correspondence: ; Tel.: +39-045-812-8295
| | - Pierpaolo Marchetti
- Diagnostics and Public Health-Unit of Epidemiology and Medical Statistics, University of Verona, 37134 Verona, Italy; (P.M.); (G.V.)
| | - Alessio Congiu
- Department of Medicine, Addiction Medicine Unit, Verona University Hospital, 37134 Verona, Italy; (A.C.); (R.G.); (S.C.); (F.C.); (F.L.)
| | - Rosaria Giordano
- Department of Medicine, Addiction Medicine Unit, Verona University Hospital, 37134 Verona, Italy; (A.C.); (R.G.); (S.C.); (F.C.); (F.L.)
| | - Francesca Fusina
- Department of General Psychology, University of Padova, 35131 Padova, Italy;
- Padova Neuroscience Center, University of Padova, 35131 Padova, Italy
| | - Silvia Carli
- Department of Medicine, Addiction Medicine Unit, Verona University Hospital, 37134 Verona, Italy; (A.C.); (R.G.); (S.C.); (F.C.); (F.L.)
| | - Francesco Centoni
- Department of Medicine, Addiction Medicine Unit, Verona University Hospital, 37134 Verona, Italy; (A.C.); (R.G.); (S.C.); (F.C.); (F.L.)
| | - Giuseppe Verlato
- Diagnostics and Public Health-Unit of Epidemiology and Medical Statistics, University of Verona, 37134 Verona, Italy; (P.M.); (G.V.)
| | - Fabio Lugoboni
- Department of Medicine, Addiction Medicine Unit, Verona University Hospital, 37134 Verona, Italy; (A.C.); (R.G.); (S.C.); (F.C.); (F.L.)
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228
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Cubit LS, Canale R, Handsman R, Kidd C, Bennetto L. Visual Attention Preference for Intermediate Predictability in Young Children. Child Dev 2021; 92:691-703. [PMID: 33417248 PMCID: PMC8012238 DOI: 10.1111/cdev.13536] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 09/19/2020] [Accepted: 11/01/2020] [Indexed: 11/30/2022]
Abstract
How do children allocate their attention? There is too much information in the world to encode it all, so children must pick and choose. How do they organize their sampling to make the most of the learning opportunities that surround them? Previous work shows infants actively seek intermediately predictable information. Here we employ eye-tracking and computational modeling to examine the impact of stimulus predictability across early childhood (ages 3-6 years, n = 72, predominantly Non-Hispanic White, middle- to upper-middle-income), by chronological age and cognitive ability. Results indicated that children prefer attending to stimuli of intermediate predictability, with no differences in this pattern based on age or cognitive ability. The consistency may suggest a robust general information-processing mechanism that operates across the lifespan.
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Affiliation(s)
- Laura S Cubit
- University of Rochester
- Children's Hospital of Philadelphia
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229
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Rast JE, Anderson KA, Roux AM, Shattuck PT. Medication Use in Youth With Autism and Attention-Deficit/Hyperactivity Disorder. Acad Pediatr 2021; 21:272-279. [PMID: 32492579 DOI: 10.1016/j.acap.2020.05.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 05/21/2020] [Accepted: 05/23/2020] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Children with autism spectrum disorder (ASD) may benefit from medication to treat a diverse array of behaviors and health conditions common in this population including co-occurring conditions associated with ASD, such as attention-deficit/hyperactivity disorder (ADHD) and anxiety. However, prescribing guidelines are lacking and research providing national estimates of medication use in youth with ASD is scant. We examined a nationally representative sample of children and youth ages 6 to 17 with a current diagnosis of ASD to estimate the prevalence and correlates of psychotropic medication. METHODS This study used data from the 2016 and 2017 National Survey of Children's Health. We estimated unadjusted prevalence rates and used multivariable logistic regression to estimate the odds of medication use in children and youth across 3 groups: those with ASD-only, those with ASD and ADHD, and those with ADHD-only. RESULTS Two thirds of children ages 6 to 11 and three quarters of youth ages 12 to 17 with ASD and ADHD were taking medication, similar to children (73%) and youth with ADHD-only (70%) and more than children (13%) and youth with ASD-only (22%). There were no correlates of medication use that were consistent across group and medication type. Youth with ASD and ADHD were more likely to be taking medication for emotion, concentration, or behavior than youth with ADHD-only, and nearly half took ASD-specific medication. CONCLUSIONS This study adds to the literature on medication use in children and youth with ASD, presenting recent, nationally representative estimates of high prevalence of psychotropic drug use among children with ASD and ADHD.
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Affiliation(s)
- Jessica E Rast
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, Pa.
| | | | - Anne M Roux
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, Pa
| | - Paul T Shattuck
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, Pa
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230
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De Serrano AR, Hughes KA, Rodd FH. Paternal exposure to a common pharmaceutical (Ritalin) has transgenerational effects on the behaviour of Trinidadian guppies. Sci Rep 2021; 11:3985. [PMID: 33597600 PMCID: PMC7889922 DOI: 10.1038/s41598-021-83448-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 02/02/2021] [Indexed: 01/04/2023] Open
Abstract
Evidence is emerging that paternal effects, the nongenetic influence of fathers on their offspring, can be transgenerational, spanning several generations. Methylphenidate hydrochloride (MPH; e.g. Ritalin) is a dopaminergic drug that is highly prescribed to adolescent males for the treatment of Attention-deficit/hyperactivity disorder. It has been suggested that MPH could cause transgenerational effects because MPH can affect the male germline in rodents and because paternal effects have been observed in individuals taking similar drugs (e.g. cocaine). Despite these concerns, the transgenerational effects of paternal MPH exposure are unknown. Therefore, we exposed male and female Trinidadian guppies (Poecilia reticulata) to a low, chronic dose of MPH and observed that MPH affected the anxiety/exploratory behaviour of males, but not females. Because of this male-specific effect, we investigated the transgenerational effects of MPH through the paternal line. We observed behavioural effects of paternal MPH exposure on offspring and great-grandoffspring that were not directly administered the drug, making this the first study to demonstrate that paternal MPH exposure can affect descendants. These effects were not due to differential mortality or fecundity between control and MPH lines. These results highlight the transgenerational potential of MPH.
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Affiliation(s)
- Alex R De Serrano
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks St, Toronto, ON, M5S 3B2, Canada.
| | - Kimberly A Hughes
- Department of Biological Science, Florida State University, 319 Stadium Dr, Tallahassee, FL, 32304, USA
| | - F Helen Rodd
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks St, Toronto, ON, M5S 3B2, Canada
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231
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Lim YH, Licari M, Spittle AJ, Watkins RE, Zwicker JG, Downs J, Finlay-Jones A. Early Motor Function of Children With Autism Spectrum Disorder: A Systematic Review. Pediatrics 2021; 147:peds.2020-011270. [PMID: 33510035 DOI: 10.1542/peds.2020-011270] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/05/2020] [Indexed: 11/24/2022] Open
Abstract
CONTEXT Early motor impairments have been reported in children with neurodevelopmental disorders (NDD), but it is not clear if early detection of motor impairments can identify children at risk for NDD or how early such impairments might be detected. OBJECTIVE To characterize early motor function in children later diagnosed with NDD relative to typically developing children or normative data. DATA SOURCES The Cumulative Index to Nursing and Allied Health Literature, Embase, Medline, PsycINFO, and Scopus electronic databases were searched. STUDY SELECTION Eligible studies were required to include an examination of motor function in children (0-24 months) with later diagnosis of NDD by using standardized assessment tools. DATA EXTRACTION Data were extracted by 4 independent researchers. The quality of the studies was assessed by using the Standard Quality Assessment Criteria for Evaluating Primary Research Papers from a Variety of Fields checklist. RESULTS Twenty-five studies were included in this review; in most of the studies, the authors examined children with later autism spectrum disorder (ASD). Early motor impairments were detected in children later diagnosed with ASD. The meta-analysis results indicated that differences in fine, gross, and generalized motor functions between the later ASD and typically developing groups increased with age. Motor function across different NDD groups was found to be mixed. LIMITATIONS Results may not be applicable to children with different types of NDD not reported in this review. CONCLUSIONS Early motor impairments are evident in children later diagnosed with ASD. More research is needed to ascertain the clinical utility of motor impairment detection as an early transdiagnostic marker of NDD risk.
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Affiliation(s)
- Yi Huey Lim
- Telethon Kids Institute, Nedlands, Western Australia, Australia
| | - Melissa Licari
- Telethon Kids Institute, Nedlands, Western Australia, Australia
| | - Alicia J Spittle
- Murdoch Children's Research Institute, Parkville, Victoria, Australia.,Neonatal Services, The Royal Women's Hospital, Parkville, Victoria, Australia.,Department of Physiotherapy, The University of Melbourne, Parkville, Victoria, Australia
| | | | - Jill G Zwicker
- British Columbia Children's Hospital Research Institute and.,Sunny Hill Health Center, British Columbia Children's Hospital, Vancouver, Canada.,Departments of Occupational Science and Occupational Therapy and.,Pediatrics, The University of British Columbia, Vancouver, Canada
| | - Jenny Downs
- Telethon Kids Institute, Nedlands, Western Australia, Australia.,The University of Western Australia, Perth, Western Australia, Australia.,Schools of Physiotherapy and Exercise Science and
| | - Amy Finlay-Jones
- Telethon Kids Institute, Nedlands, Western Australia, Australia; .,Psychology, Curtin University, Bentley, Western Australia, Australia
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232
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Doidge JL, Flora DB, Toplak ME. A Meta-Analytic Review of Sex Differences on Delay of Gratification and Temporal Discounting Tasks in ADHD and Typically Developing Samples. J Atten Disord 2021; 25:540-561. [PMID: 30596297 DOI: 10.1177/1087054718815588] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Objective: To examine whether males and females with ADHD differ in their preferences for delayed rewards, since there is some evidence that suggests a sex difference with typically developing (TD) samples. Method: We used meta-analyses to examine sex differences on delay of gratification and temporal discounting tasks in both TD and ADHD samples. We identified 28 papers with 52 effect sizes for children and adults, and calculated the average effect size for sex comparisons within TD and ADHD samples. Results: The estimated mean difference between TD males and TD females was negligible, but males with ADHD were more likely to choose the larger delayed rewards than females with ADHD. Meta-regressions indicated that task type, age, and reward type did not significantly predict sex differences. Conclusion: These findings suggest that females referred for ADHD may make less adaptive choices by preferring smaller immediate rewards over larger delayed rewards more often than males with ADHD. Implications of our findings are discussed.
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233
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Gonzalez VJ, Kimbro RT, Cutitta KE, Shabosky JC, Bilal MF, Penny DJ, Lopez KN. Mental Health Disorders in Children With Congenital Heart Disease. Pediatrics 2021; 147:peds.2020-1693. [PMID: 33397689 PMCID: PMC7849200 DOI: 10.1542/peds.2020-1693] [Citation(s) in RCA: 83] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/16/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Data on anxiety, depression, and attention-deficit/hyperactivity disorder (ADHD) are lacking for youth with congenital heart disease (CHD), particularly those with simple CHD. This study aims to characterize these disorders in youth with CHD compared to those without CHD. METHODS A comparative cross-sectional study was conducted by using the electronic medical records of a large tertiary care hospital between 2011 and 2016. Inclusion criteria were youth aged 4 to 17 years with >1 hospitalization or emergency department visits. Exclusion criteria were patients with arrhythmias or treatment with clonidine and/or benzodiazepines. The primary predictor variable was CHD type: simple, complex nonsingle ventricle, and complex single ventricle. The primary outcome variable was a diagnosis and/or medication for anxiety and/or depression or ADHD. Data were analyzed by using logistic regression (Stata v15; Stata Corp, College Station, TX). RESULTS We identified 118 785 patients, 1164 with CHD. Overall, 18.2% (n = 212) of patients with CHD had a diagnosis or medication for anxiety or depression, compared with 5.2% (n = 6088) of those without CHD. All youth with CHD had significantly higher odds of anxiety and/or depression or ADHD. Children aged 4 to 9 years with simple CHD had ∼5 times higher odds (odds ratio: 5.23; 95% confidence interval: 3.87-7.07) and those with complex single ventricle CHD had ∼7 times higher odds (odds ratio: 7.46; 95% confidence interval: 3.70-15.07) of diagnosis or treatment for anxiety and/or depression. Minority and uninsured youth were significantly less likely to be diagnosed or treated for anxiety and/or depression or ADHD, regardless of disease severity. CONCLUSIONS Youth with CHD of all severities have significantly higher odds of anxiety and/or depression and ADHD compared to those without CHD. Screening for these conditions should be considered in all patients with CHD.
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Affiliation(s)
- Vincent J. Gonzalez
- Department of Pediatrics, Section of Pediatric Cardiology, Texas Children’s Hospital and Baylor College of Medicine, Houston, Texas; and
| | | | - Katherine E. Cutitta
- Department of Pediatrics, Section of Pediatric Cardiology, Texas Children’s Hospital and Baylor College of Medicine, Houston, Texas; and
| | - John C. Shabosky
- Department of Pediatrics, Section of Pediatric Cardiology, Texas Children’s Hospital and Baylor College of Medicine, Houston, Texas; and
| | - Mohammad F. Bilal
- Department of Pediatrics, Section of Pediatric Cardiology, Texas Children’s Hospital and Baylor College of Medicine, Houston, Texas; and
| | - Daniel J. Penny
- Department of Pediatrics, Section of Pediatric Cardiology, Texas Children’s Hospital and Baylor College of Medicine, Houston, Texas; and
| | - Keila N. Lopez
- Department of Pediatrics, Section of Pediatric Cardiology, Texas Children’s Hospital and Baylor College of Medicine, Houston, Texas; and
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234
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Lin CH, Chien TW, Yan YH. Predicting the number of article citations in the field of attention-deficit/hyperactivity disorder (ADHD) with the 100 top-cited articles since 2014: a bibliometric analysis. Ann Gen Psychiatry 2021; 20:6. [PMID: 33478559 PMCID: PMC7819196 DOI: 10.1186/s12991-021-00329-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2020] [Accepted: 01/11/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder (ADHD) is a common neurodevelopmental disorder in children or early adolescents with an estimated worldwide prevalence of 7.2%. Numerous articles related to ADHD have been published in the literature. However, which articles had ultimate influence is still unknown, and what factors affect the number of article citations remains unclear as well. This bibliometric analysis (1) visualizes the prominent entities with 1 picture using the top 100 most-cited articles, and (2) investigates whether medical subject headings (i.e., MeSH terms) can be used in predicting article citations. METHODS By searching the PubMed Central® (PMC) database, the top 100 most-cited abstracts relevant to ADHD since 2014 were downloaded. Citation rank analysis was performed to compare the dominant roles of article types and topic categories using the pyramid plot. Social network analysis (SNA) was performed to highlight prominent entities for providing a quick look at the study result. The authors examined the MeSH prediction effect on article citations using its correlation coefficients (CC). RESULTS The most frequent article types and topic categories were research support by institutes (56%) and epidemiology (28%). The most productive countries were the United States (42%), followed by the United Kingdom (13%), Germany (9%), and the Netherlands (9%). Most articles were published in the Journal of the American Academy of Child and Adolescent Psychiatry (15%) and JAMA Psychiatry (9%). MeSH terms were evident in prediction power on the number of article citations (correlation coefficient = 0.39; t = 4.1; n = 94; 6 articles were excluded because they do not have MeSH terms). CONCLUSIONS The breakthrough was made by developing 1 dashboard to display 100 top-cited articles on ADHD. MeSH terms can be used in predicting article citations on ADHD. These visualizations of the top 100 most-cited articles could be applied to future academic pursuits and other academic disciplines.
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Affiliation(s)
- Chien-Ho Lin
- Department of Psychiatry, Chi Mei Medical Center, Tainan, Taiwan
| | - Tsair-Wei Chien
- Department of Medical Research, Chi-Mei Medical Center, No. 901, Chung Hwa Road, Yung Kung Dist., Tainan, 710, Taiwan
| | - Yu-Hua Yan
- Department of Medical Research, Tainan Municipal Hospital (Managed By Show Chwan Medical Care Corporation), No. 670, Chung Te Road, Tainan, 701, Taiwan. .,Department of Hospital and Health Care Administration, Chia Nan University of Pharmacy and Science, No. 1, Changda Rd., Gueiren District, Tainan, 71101, Taiwan.
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235
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Memon AM. Transcranial Magnetic Stimulation in Treatment of Adolescent Attention Deficit/Hyperactivity Disorder: A Narrative Review of Literature. INNOVATIONS IN CLINICAL NEUROSCIENCE 2021; 18:43-46. [PMID: 34150364 PMCID: PMC8195561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Attention deficit/hyperactivity disorder (ADHD), one of the most common neurodevelopmental disorders, affected 3.3 million adolescents in the United States (US) in 2016. Ten to 30 percent of these patients do not respond to standard pharmacotherapy and, as a result, suffer adverse physical/mental health and socioeconomic consequences. Despite being approved by the US Food and Drug Administration (FDA) for treatment of adult depression, with evidence suggesting positive outcomes in children and adults in treatment of ADHD and good safety and tolerability records, there is no existent literature reviewing the efficacy, safety, and feasibility of use of transcranial magnetic stimulation (TMS) in the treatment of adolescent ADHD. Thus, We have conducted this review for which a thorough literature search was conducted on PubMed and PsycInfo databases using a combination of MeSH terms that yielded 32 articles, five of which satisfied the inclusion criteria. We observed objective improvements in ADHD treatment outcomes in adolescent patients who participated in a randomized, sham-controlled, crossover pilot study that assessed the safety and efficacy of TMS. The study participants did not suffer any major adverse events, which was also supported by findings from other studies. However, since only one study out of five included in the review is an interventional study with limited number of study participants, there is a need to conduct large-scale clinical trials that recruit a greater number of study participants to explore the clinical efficacy and safety of TMS in the treatment of adolescent ADHD patients who do not respond to or tolerate standard pharmacotherapy based on the preliminary data extracted to this end.
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Affiliation(s)
- Aksha M Memon
- Dr. Memon is an Assistant Professor with the Department of Foundational Medical Studies at Oakland University William Beaumont School of Medicine in Rochester Hills, Michigan
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236
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Coghill DR, Werner-Kiechle T, Farahbakhshian S, Bliss C, Robertson B, Huss M. Functional impairment outcomes in clinical trials of different ADHD medications: post hoc responder analyses and baseline subgroup analyses. Eur Child Adolesc Psychiatry 2021; 30:809-821. [PMID: 32691164 PMCID: PMC8060241 DOI: 10.1007/s00787-020-01586-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Accepted: 02/24/2020] [Indexed: 11/16/2022]
Abstract
Several recent phase 3 clinical trials of attention-deficit/hyperactivity disorder (ADHD) medications have used the Weiss Functional Impairment Rating Scale-Parent Report (WFIRS-P). Here, we assess WFIRS-P response in individual patients in two pivotal trials of lisdexamfetamine dimesylate (LDX) and guanfacine extended release (GXR). We also analysed pooled WFIRS-P data from seven phase 3 studies of ADHD medications to shed light on factors associated with baseline functional impairment. The proportion of patients with a change in WFIRS-P score that exceeded the minimal important difference (MID) criteria for response was greater for LDX than placebo in the Family, Learning and School, and Risky Activities domains, and was greater for GXR than placebo in the Social Activities, Learning and School, and Family domains. Responders had significantly worse baseline scores in all WFIRS-P domains (all p < 0.001) than non-responders. In the pooled analyses, baseline WFIRS-P scores in all domains were significantly worse in participants with oppositional defiant disorder (ODD) than in those without ODD. Having combined type or hyperactive-impulsive type ADHD, being enrolled into a study in Europe, being male and being younger also had modest negative effects on baseline WFIRS-P scores. The present analysis of WFIRS-P response shows that previously reported group-level improvements in WFIRS-P functional impairment score translated into clinically relevant improvements in many individual participants. Functional impairment is a diverse and subjective construct that is influenced by multiple factors. Optimal management of individuals with ADHD should involve monitoring improvements in functioning and quality of life, as well as symptomatic improvement.
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Affiliation(s)
- David R. Coghill
- grid.1008.90000 0001 2179 088XDepartments of Paediatrics and Psychiatry, Faculty of Medicine, Dentistry and Health Science, University of Melbourne, Melbourne, VIC 3010 Australia ,grid.1058.c0000 0000 9442 535XMurdoch Children’s Research Institute, Parkville, VIC Australia
| | | | | | - Caleb Bliss
- grid.419849.90000 0004 0447 7762Shire, a Takeda company, Lexington, MA USA
| | - Brigitte Robertson
- grid.419849.90000 0004 0447 7762Shire, a Takeda company, Lexington, MA USA
| | - Michael Huss
- grid.5802.f0000 0001 1941 7111Child and Adolescent Psychiatry, Johannes Gutenberg-University Mainz, Mainz, Germany
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Schroer M, Haskell B, Vick R. Treating Child and Adolescent Attention-Deficit/Hyperactivity Disorder and Behavioral Disorders in Primary Care. J Nurse Pract 2021. [DOI: 10.1016/j.nurpra.2020.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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238
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Brandt V, Patalay P, Kerner Auch Koerner J. Predicting ADHD symptoms and diagnosis at age 14 from objective activity levels at age 7 in a large UK cohort. Eur Child Adolesc Psychiatry 2021; 30:877-884. [PMID: 32506264 PMCID: PMC8140967 DOI: 10.1007/s00787-020-01566-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 05/01/2020] [Indexed: 12/16/2022]
Abstract
Hyperactivity is one of the three core symptoms in children with attention deficit hyperactivity disorder (ADHD). Diagnosing ADHD typically involves self-report, third party report and observations. Objective activity data can make a valuable contribution to the diagnostic process. Small actigraphy studies in clinical samples have shown that children with ADHD move more than children without ADHD. However, differences in physical activity between children with and without ADHD have not been assessed in large community samples or longitudinally. This study used data from the Millennium Cohort Study to test whether symptoms of ADHD (parent-rating Strengths and Difficulties Questionnaire) and ADHD diagnosis at age 14 (reported by parents) could be predicted from objective activity data (measured with actigraphs) at age 7 in N = 6675 children (final N = 5251). Regressions showed that less sedentary behavior at age 7 predicted more ADHD symptoms at age 14 (β = - 0.002, CI - 0.004 to - 0.001). The result remained significant when controlled for ADHD symptoms at age 7, sex, BMI, month of birth, SES and ethnicity (β = - 0.001, CI - 0.003 to - 0.0003). ADHD diagnosis at age 14 was also significantly predicted by less sedentary behavior at age 7 (β = - 0.008). Our findings show that symptoms of ADHD can be predicted by objective activity data 5 years in advance and suggest that actigraphy could be a useful instrument aiding an ADHD diagnosis. Interestingly, the results indicate that the key difference between children with and without ADHD lies in reduced sedentary activity, i.e., times of rest.
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Affiliation(s)
- Valerie Brandt
- Department of Psychology, Center for Innovation in Mental Health, University of Southampton, Southampton, Hampshire, UK
| | - Praveetha Patalay
- Centre for Longitudinal Studies, Institute of Social Research, UCL, London, UK
- Faculty of Population Health Sciences, MRC Unit of Lifelong Health and Ageing, UCL, London, UK
| | - Julia Kerner Auch Koerner
- Educational Psychology, Helmut-Schmidt-University Hamburg, Holstenhofweg 85, 22043, Hamburg, Germany.
- Center for Individual Development and Adaptive Education of Children at Risk (IDeA), Frankfurt, Germany.
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Beaudry G, Yu R, Långström N, Fazel S. An Updated Systematic Review and Meta-regression Analysis: Mental Disorders Among Adolescents in Juvenile Detention and Correctional Facilities. J Am Acad Child Adolesc Psychiatry 2021; 60:46-60. [PMID: 32035113 PMCID: PMC8222965 DOI: 10.1016/j.jaac.2020.01.015] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Revised: 12/11/2019] [Accepted: 01/21/2020] [Indexed: 01/11/2023]
Abstract
OBJECTIVE To synthesize evidence on the prevalence of mental disorders in adolescents in juvenile detention and correctional facilities and examine sources of heterogeneity between studies. METHOD Electronic databases and relevant reference lists were searched to identify surveys published from January 1966 to October 2019 that reported on the prevalence of mental disorders in unselected populations of detained adolescents. Data on the prevalence of a range of mental disorders (psychotic illnesses, major depression, attention-deficit/hyperactivity disorder [ADHD], conduct disorder, and posttraumatic stress disorder [PTSD]) along with predetermined study characteristics were extracted from the eligible studies. Analyses were reported separately for male and female adolescents, and findings were synthesized using random-effects models. Potential sources of heterogeneity were examined by meta-regression and subgroup analyses. RESULTS Forty-seven studies from 19 countries comprising 28,033 male and 4,754 female adolescents were identified. The mean age of adolescents assessed was 16 years (range, 10-19 years). In male adolescents, 2.7% (95% CI 2.0%-3.4%) had a diagnosis of psychotic illness; 10.1% (95% CI 8.1%-12.2%) major depression; 17.3% (95% CI 13.9%-20.7%) ADHD; 61.7% (95% CI 55.4%-67.9%) conduct disorder; and 8.6% (95% CI 6.4%-10.7%) PTSD. In female adolescents, 2.9% (95% CI 2.4%-3.5%) had a psychotic illness; 25.8% (95% CI 20.3%-31.3%) major depression; 17.5% (95% CI 12.1%-22.9%) ADHD; 59.0% (95% CI 44.9%-73.1%) conduct disorder; and 18.2% (95% CI 13.1%-23.2%) PTSD. Meta-regression found higher prevalences of ADHD and conduct disorder in investigations published after 2006. Female adolescents had higher prevalences of major depression and PTSD than male adolescents. CONCLUSION Consideration should be given to reviewing whether health care services in juvenile detention can address these levels of psychiatric morbidity.
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240
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Hirvikoski T, Lajic S, Jokinen J, Renhorn E, Trillingsgaard A, Kadesjö B, Gillberg C, Borg J. Using the five to fifteen-collateral informant questionnaire for retrospective assessment of childhood symptoms in adults with and without autism or ADHD. Eur Child Adolesc Psychiatry 2021; 30:1367-1381. [PMID: 32710229 PMCID: PMC8440248 DOI: 10.1007/s00787-020-01600-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Accepted: 07/08/2020] [Indexed: 11/25/2022]
Abstract
Due to lack of previous studies, we aimed at evaluating the use of the Five to Fifteen (FTF) questionnaire in adults with neurodevelopmental disorders (NDD) and in controls without NDD. The NDD group consisted of adults with autism spectrum disorder ASD (n = 183) or attention-deficit/hyperactivity disorder (ADHD) (n = 174) without intellectual disability, recruited from a tertiary outpatient clinic. A web survey was used to collect data from general population adult control group without NDD (n = 738). The participants were retrospectively rated by their parents regarding childhood symptoms, using five to fifteen-collateral informant questionnaire (FTF-CIQ). Adults with NDD had higher FTF-CIQ domain and subdomain scores than controls, and displayed similar test profiles as children with corresponding diagnosis in previous studies. Based on the FTF-CIQ domain scores, 84.2% of the study participants (93% of the controls; 64% of the adults with NDD) were correctly classified in a logistic regression analysis. Likewise, Receiver Operating Characteristic (ROC) curve analysis on FTF-CIQ total sum score indicated that a cut-off value of 20.50 correctly classified 90% of the controls and 67% of the clinical cases, whilst a cut-off value of 30.50 correctly classified 84% of the controls and 77% of the clinical cases. The factor analysis revealed three underlying components: learning difficulties, cognitive and executive functions; social skills and emotional/behavioural symptoms; as well as motor and perceptual skills. Whilst not designed as a diagnostic instrument, the FTF-CIQ may be useful for providing information on childhood symptoms and associated difficulties in individuals assessed for NDD as adults.
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Affiliation(s)
- Tatja Hirvikoski
- Pediatric Neuropsychiatry Unit, Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden.
- Habilitation and Health, Region Stockholm, Stockholm, Sweden.
- Center for Psychiatry Research, Region Stockholm, Stockholm, Sweden.
- Center for Neurodevelopmental Disorders at Karolinska Institutet (KIND), CAP Research Center, Gävlegatan 22B, 11330, Stockholm, Sweden.
| | - S Lajic
- Pediatric Endocrinology Unit, Department of Women's and Children's Health, Karolinska InstitutetKarolinska University Hospital, Stockholm, Sweden
| | - J Jokinen
- Center for Psychiatry Research, Region Stockholm, Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - E Renhorn
- Pediatric Neuropsychiatry Unit, Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
- Habilitation and Health, Region Stockholm, Stockholm, Sweden
| | | | - B Kadesjö
- Gillberg Neuropsychiatry Centre, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Sahlgrenska University Hospital, Gothenburg, Sweden
| | - C Gillberg
- Gillberg Neuropsychiatry Centre, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Sahlgrenska University Hospital, Gothenburg, Sweden
| | - J Borg
- Center for Psychiatry Research, Region Stockholm, Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
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241
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Experimentally altered male mating behaviour affects offspring exploratory behaviour via nongenetic paternal effects. Behav Brain Res 2020; 401:113062. [PMID: 33316325 DOI: 10.1016/j.bbr.2020.113062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 10/29/2020] [Accepted: 12/06/2020] [Indexed: 10/22/2022]
Abstract
Evidence is emerging that fathers can have nongenetic effects on the phenotypes of their offspring. Most studies have focused on the role that nongenetic modifications to sperm can have on offspring phenotype; however, fathers can also have nongenetic effects on offspring through their interactions with females, called female-mediated paternal effects. These effects can occur in situations where male phenotype, e.g. behaviour or morphology, affects female stress and/or provisioning of offspring. These effects are potentially widespread, but few studies have explicitly investigated the role of female-mediated paternal effects on offspring phenotype. Here, we asked if male mating interactions can affect offspring via female mediated paternal effects in the Trinidadian guppy, Poecilia reticulata. To do this, we manipulated mating behaviour by: (i) administering a drug known to affect the neurotransmitter dopamine, and (ii) varying the familiarity of potential mates, which affects attractiveness in this species. With these treatments, we successfully manipulated the mating behaviour of male guppies and female preference for those males. Further, we found significant effects of sire mating behaviour, sire drug treatment, and parental familiarity status on behavioural measures of offspring anxiety in response to a novel object. Because Control offspring of 'familiar' and 'unfamiliar' pairs differed in their behaviour, our results cannot be solely attributed to potential nongenetic modifications to sperm caused by the drug. These results emphasize the importance of female-mediated paternal effects, including those caused by altered male mating behaviour, in shaping offspring phenotype.
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242
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Soeiro T, Frauger É, Pradel V, Micallef J. Doctor shopping for methylphenidate as a proxy for misuse and potential abuse in the 67 million inhabitants in France. Fundam Clin Pharmacol 2020; 35:751-761. [PMID: 33025606 DOI: 10.1111/fcp.12612] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 09/02/2020] [Accepted: 10/01/2020] [Indexed: 01/15/2023]
Abstract
Doctor shopping enables subjects to receive more than the prescribed dose out of any medical management, which suggests a search for high doses and makes doctor shopping a relevant proxy for misuse and potential abuse. Therefore, this study aimed to identify and characterize profiles of subjects with doctor-shopping behavior for methylphenidate in the entire French population. This study is a cross-sectional study of doctor-shopping behavior for methylphenidate in France, in 2016, using the Système national des données de santé, and accounting for overlapping prescriptions. Subjects who obtained >840 mg by doctor shopping were defined as subjects with heavy doctor-shopping behavior, and subjects who obtained >0 mg and ≤840 mg by doctor shopping were defined as subjects with light doctor-shopping behavior. A total of 63 739 subjects were included, and received 339.6 kg of methylphenidate. Among them, 216 (0.3%) subjects had heavy doctor-shopping behavior, and 313 (0.5%) subjects had light doctor-shopping behavior. Compared with subjects with light doctor-shopping behavior, subjects with heavy doctor-shopping behavior were older (64% of 30- to 49-year-old subjects vs. 77% of ≤17-year-old subjects; P < 0.001), received more concomitant dispensings of antipsychotics (37% vs. 26%; P = 0.008) and opioid maintenance treatments (50% vs. 6%; P < 0.001), and had more prescribers (4 [IQR = 2-5] vs. 2 [IQR = 2-3]; P < 0.001). In the French context where prescription and dispensing of methylphenidate are highly regulated and methylphenidate is much less used than in other countries, these results are a warning signal to avoid trivializing methylphenidate in adults.
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Affiliation(s)
- Thomas Soeiro
- Aix-Marseille Université, Inserm, UMR 1106, Assistance publique - Hôpitaux de Marseille, Service de Pharmacologie Clinique, Centre d'Évaluation et d'Information sur la Pharmacodépendance - Addictovigilance, 264 rue Saint Pierre, Marseille, 13005, France
| | - Élisabeth Frauger
- Aix-Marseille Université, Inserm, UMR 1106, Assistance publique - Hôpitaux de Marseille, Service de Pharmacologie Clinique, Centre d'Évaluation et d'Information sur la Pharmacodépendance - Addictovigilance, 264 rue Saint Pierre, Marseille, 13005, France
| | - Vincent Pradel
- Aix-Marseille Université, Inserm, UMR 1106, Assistance publique - Hôpitaux de Marseille, Service de Pharmacologie Clinique, Centre d'Évaluation et d'Information sur la Pharmacodépendance - Addictovigilance, 264 rue Saint Pierre, Marseille, 13005, France
| | - Joëlle Micallef
- Aix-Marseille Université, Inserm, UMR 1106, Assistance publique - Hôpitaux de Marseille, Service de Pharmacologie Clinique, Centre d'Évaluation et d'Information sur la Pharmacodépendance - Addictovigilance, 264 rue Saint Pierre, Marseille, 13005, France
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243
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Liu A. Focusing on ADHD Management. Pediatr Ann 2020; 49:e501-e505. [PMID: 33290566 DOI: 10.3928/19382359-20201112-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Attention-deficit/hyperactivity disorder (ADHD) is the most common neurodevelopmental disorder in children, and it affects academic performance, personal relationships, and future well-being. Given the prevalence of ADHD, many pediatricians should feel comfortable with the diagnosis and management of this condition. This article aims to improve understanding of ADHD, treatment options including both medication and behavioral interventions, as well as the laws in place to help these patients. [Pediatr Ann. 2020;49(12):e501-e505.].
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Waxmonsky JG, Pelham W, Campa A, Waschbusch DA, Li T, Marshall R, Babocsai L, Humphery H, Gnagy E, Swanson J, Hanć T, Fallahazad N, Pelham WE. A Randomized Controlled Trial of Interventions for Growth Suppression in Children With Attention-Deficit/Hyperactivity Disorder Treated With Central Nervous System Stimulants. J Am Acad Child Adolesc Psychiatry 2020; 59:1330-1341. [PMID: 31473291 PMCID: PMC7048642 DOI: 10.1016/j.jaac.2019.08.472] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2019] [Revised: 08/09/2019] [Accepted: 08/23/2019] [Indexed: 12/01/2022]
Abstract
OBJECTIVE To examine the impact of central nervous system (CNS) stimulants on the growth of children with attention-deficit/hyperactivity disorder (ADHD), and to assess the efficacy and feasibility of weight recovery interventions on growth. METHOD A total of 230 children aged 5 to 12 years with ADHD with no history of chronic CNS stimulant use were randomly assigned to receive daily CNS stimulants (78%, primarily osmotic release oral system-methylphenidate [OROS-MPH]) or behavioral treatment (22%) for 30 months. After 6 months, children evidencing a decline in body mass index (BMI) of >0.5 z-units were randomized to 1 of 3 weight recovery treatments (WRTs): monthly monitoring of height/weight (MON) plus continued daily medication; drug holidays (DH) with medication limited to school days; or daily caloric supplementation (CS) with a 150-kcal supplement plus daily medication. RESULTS Before WRT assignment, medication was associated with significant reductions in standardized weight and height (p values <.01). Adherence to CS and DH during WRT was high, with significant increases in daily caloric intake and decreases in weekly medication exposure (p values <.05). Across all WRT participants (n = 71), weight velocity increased significantly after WRT randomization (β2 = 0.271, SE = 0.027, p < .001).When analyzed by what parents did (versus what they were assigned to), CS (p < .01) and DH (p < .05) increased weight velocity more than MON. No increase in height velocity was seen after randomization to any WRT. Over the entire study, WRT participants declined in standardized weight (-0.44 z-units) and height (-0.20 z-units). CONCLUSION Drug holidays, caloric supplementation, and increased monitoring all led to increased weight velocity in children taking CNS stimulants, but none led to increased height velocity. CLINICAL TRIAL REGISTRATION INFORMATION Novel Approach to Stimulant Induced Weight Suppression and Its Impact on Growth; https://clinicaltrials.gov/; NCT01109849.
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Affiliation(s)
| | | | - Adriana Campa
- Robert Stempel College of Public Health and Social Work, Florida International University, Miami
| | | | - Tan Li
- Robert Stempel College of Public Health and Social Work, Florida International University, Miami
| | - Rebecca Marshall
- Herbert Wertheim College of Medicine, Florida International University, Miami
| | | | - Hugh Humphery
- Herbert Wertheim College of Medicine, Florida International University, Miami
| | | | - James Swanson
- School of Medicine, University of California, Irvine
| | | | - Negar Fallahazad
- Robert Stempel College of Public Health and Social Work, Florida International University, Miami
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Shankar R, Perera B, Thomas RH. Epilepsy, an orphan disorder within the neurodevelopmental family. J Neurol Neurosurg Psychiatry 2020; 91:1245-1247. [PMID: 32928935 DOI: 10.1136/jnnp-2020-324660] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 08/13/2020] [Accepted: 08/16/2020] [Indexed: 02/06/2023]
Affiliation(s)
- Rohit Shankar
- Intellectual Disability Neuropsychiatry, Cornwall Partnership NHS Foundation Trust, Truro, UK .,Psychiatry and Neuroscience, University of Exeter Medical School, Truro, UK
| | - Bhathika Perera
- Learning Disability Services, Barnet Enfield and Haringey Mental Health NHS Trust, London, UK
| | - Rhys H Thomas
- Department of Neuroscience, Newcastle University, Newcastle upon Tyne, UK.,Neurology, Royal Victoria Infirmary, Newcastle upon Tyne, UK
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Trends in stimulant dispensing by age, sex, state of residence, and prescriber specialty - United States, 2014-2019. Drug Alcohol Depend 2020; 217:108297. [PMID: 32961454 PMCID: PMC7851748 DOI: 10.1016/j.drugalcdep.2020.108297] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 09/09/2020] [Accepted: 09/10/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Stimulant medications are commonly prescribed for the treatment of attention-deficit/hyperactivity disorder; however, they also have high potential for diversion and misuse. We estimated national stimulant dispensing trends from 2014 to 2019 and differences in dispensing by age, sex, state, prescriber specialty, payor type, patient copay, and stimulant type. METHODS We calculated rates of stimulant dispensing using IQVIA National Prescription Audit (NPA) New to Brand, NPA Regional, and NPA Extended Insights data, which provide dispensing estimates from approximately 49,900 pharmacies representing 92 % of prescriptions dispensed in the United States. Average annual percent change (AAPC) from 2014 to 2019 was analyzed using Joinpoint regression. RESULTS From 2014 to 2019, the national annual rate of stimulant dispensing increased significantly from 5.6 to 6.1 prescriptions per 100 persons. Rates differed by prescription stimulant type, with increases occurring among both amphetamine-type stimulants and long-acting stimulants. Rates among females (AAPC = 3.6 %; P = 0.001) and adults aged 20-39 years (AAPC=6.7 %; P = 0.002), 40-59 years (AAPC=9.7 %; P < 0.001), and ≥60 years (AAPC = 6.9 %; P = 0.001) increased significantly during the study period. Stimulant dispensing rates varied substantially across states, ranging from 1.0 per 100 in Hawaii to 13.6 per 100 in Alabama. CONCLUSIONS National stimulant dispensing rates increased from 2014 to 2019, driven by notable increases among females and adults aged ≥20 years. These trends should be considered when prescribing stimulants given growing concerns over prescription stimulant diversion, misuse, and related health harms.
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Lanka P, Rangaprakash D, Dretsch MN, Katz JS, Denney TS, Deshpande G. Supervised machine learning for diagnostic classification from large-scale neuroimaging datasets. Brain Imaging Behav 2020; 14:2378-2416. [PMID: 31691160 PMCID: PMC7198352 DOI: 10.1007/s11682-019-00191-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
There are growing concerns about the generalizability of machine learning classifiers in neuroimaging. In order to evaluate this aspect across relatively large heterogeneous populations, we investigated four disorders: Autism spectrum disorder (N = 988), Attention deficit hyperactivity disorder (N = 930), Post-traumatic stress disorder (N = 87) and Alzheimer's disease (N = 132). We applied 18 different machine learning classifiers (based on diverse principles) wherein the training/validation and the hold-out test data belonged to samples with the same diagnosis but differing in either the age range or the acquisition site. Our results indicate that overfitting can be a huge problem in heterogeneous datasets, especially with fewer samples, leading to inflated measures of accuracy that fail to generalize well to the general clinical population. Further, different classifiers tended to perform well on different datasets. In order to address this, we propose a consensus-classifier by combining the predictive power of all 18 classifiers. The consensus-classifier was less sensitive to unmatched training/validation and holdout test data. Finally, we combined feature importance scores obtained from all classifiers to infer the discriminative ability of connectivity features. The functional connectivity patterns thus identified were robust to the classification algorithm used, age and acquisition site differences, and had diagnostic predictive ability in addition to univariate statistically significant group differences between the groups. A MATLAB toolbox called Machine Learning in NeuroImaging (MALINI), which implements all the 18 different classifiers along with the consensus classifier is available from Lanka et al. (2019) The toolbox can also be found at the following URL: https://github.com/pradlanka/malini .
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Affiliation(s)
- Pradyumna Lanka
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, 560 Devall Dr., Suite 266D, Auburn, AL, 36849, USA
- Department of Psychological Sciences, University of California Merced, Merced, CA, USA
| | - D Rangaprakash
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, 560 Devall Dr., Suite 266D, Auburn, AL, 36849, USA
- Departments of Radiology and Biomedical Engineering, Northwestern University, Chicago, IL, USA
| | - Michael N Dretsch
- U.S. Army Aeromedical Research Laboratory, Fort Rucker, AL, USA
- US Army Medical Research Directorate-West, Walter Reed Army Institute for Research, Joint Base Lewis-McCord, WA, USA
- Department of Psychology, Auburn University, Auburn, AL, USA
| | - Jeffrey S Katz
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, 560 Devall Dr., Suite 266D, Auburn, AL, 36849, USA
- Department of Psychology, Auburn University, Auburn, AL, USA
- Alabama Advanced Imaging Consortium, Birmingham, AL, USA
- Center for Neuroscience, Auburn University, Auburn, AL, USA
| | - Thomas S Denney
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, 560 Devall Dr., Suite 266D, Auburn, AL, 36849, USA
- Department of Psychology, Auburn University, Auburn, AL, USA
- Alabama Advanced Imaging Consortium, Birmingham, AL, USA
- Center for Neuroscience, Auburn University, Auburn, AL, USA
| | - Gopikrishna Deshpande
- AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, 560 Devall Dr., Suite 266D, Auburn, AL, 36849, USA.
- Department of Psychology, Auburn University, Auburn, AL, USA.
- Alabama Advanced Imaging Consortium, Birmingham, AL, USA.
- Center for Neuroscience, Auburn University, Auburn, AL, USA.
- Center for Health Ecology and Equity Research, Auburn University, Auburn, AL, USA.
- Department of Psychiatry, National Institute of Mental and Neurosciences, Bangalore, India.
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248
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Olashore AA, Paruk S, Ogunjumo JA, Ogundipe RM. Attention-deficit hyperactivity disorder in school-age children in Gaborone, Botswana: Comorbidity and risk factors. S Afr J Psychiatr 2020; 26:1525. [PMID: 33240552 PMCID: PMC7670025 DOI: 10.4102/sajpsychiatry.v26i0.1525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 08/05/2020] [Indexed: 11/12/2022] Open
Abstract
Background Attention deficit hyperactivity disorder (ADHD) is one of the most common neurodevelopmental disorders in children. Its occurrence and pattern of presentation are unknown in Botswana. Aim To determine the prevalence of attention-deficit hyperactivity disorder (ADHD), associated comorbid conditions and risk factors amongst school-age children in Botswana. Setting Primary schools in Gaborone, Botswana. Methods This study used a cross-sectional design. A two-stage random sampling technique was utilised to select learners from 25 out of the 29 public schools in the city. The Vanderbilt ADHD Diagnostic Rating Scale (VADRS), teacher and parent versions, was administered. Results Of the 1737 children, 50.9% (n = 884) were male, and their mean age was 9.53 years (s.d. = 1.97). The prevalence of ADHD was 12.3% (n = 213). The most prevalent presentation was the predominantly inattentive, 7.2% (n = 125). A family history of mental illness (odds ratio [OR] = 6.59, 95% CI: 1.36–32.0) and perinatal complications (OR = 2.16, 95% CI: 1.08–4.29) emerged as the independent predictors of ADHD. Conclusions The prevalence of ADHD in Botswana is slightly higher than that reported in the literature, but the pattern of presentations and comorbidities is similar. A positive family history of mental illness and perinatal complications independently predicted ADHD. Mental health screening amongst families of the affected individuals and improved perinatal care should be considered as health care priorities in Botswana.
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Affiliation(s)
- Anthony A Olashore
- Department of Psychiatry, Faculty of Medicine, University of Botswana, Gaborone, Botswana
| | - Saeeda Paruk
- Department of Psychiatry, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban South Africa
| | - John A Ogunjumo
- Department of Family Medicine, Faculty of Medicine, University of Botswana, Gaborone, Botswana
| | - Radiance M Ogundipe
- Department of Family Medicine, Faculty of Medicine, University of Botswana, Gaborone, Botswana
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249
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Kroll DS, Feldman DE, Wang SYA, Zhang R, Manza P, Wiers CE, Volkow ND, Wang GJ. The associations of comorbid substance use disorders and psychiatric conditions with adolescent brain structure and function: A review. J Neurol Sci 2020; 418:117099. [PMID: 32866814 PMCID: PMC9003866 DOI: 10.1016/j.jns.2020.117099] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2019] [Revised: 07/15/2020] [Accepted: 08/14/2020] [Indexed: 12/30/2022]
Abstract
Adolescence is a period of rapid neural and behavioral development that often precipitates substance use, substance use disorders (SUDs), and other psychopathology. While externalizing disorders have been closely linked to SUD epidemiologically, the comorbidity of internalizing disorders and SUD is less well understood. Neuroimaging studies can be used to measure structural and functional developments in the brain that mediate the relationship between psychopathology and SUD in adolescence. Externalizing disorders and SUD are both associated with structural and functional changes in the basal ganglia and prefrontal cortex in adolescence. The neural mechanisms underlying internalizing disorders and SUD are less clear, but evidence points to involvement of the amygdala and prefrontal cortex. We also highlight independent contributions of SUD, which may vary in certain ways by the substances assessed. A deeper understanding of the neural basis of the relationship between psychopathology and SUD will allow for more informed interventions in this critical developmental stage.
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Affiliation(s)
- Danielle S Kroll
- National Institute on Alcohol Abuse and Alcoholism, 10 Center Dr, Rm B2L124, Bethesda, MD 20892-1013, USA
| | - Dana E Feldman
- National Institute on Alcohol Abuse and Alcoholism, 10 Center Dr, Rm B2L124, Bethesda, MD 20892-1013, USA
| | - Szu-Yung Ariel Wang
- National Institute on Alcohol Abuse and Alcoholism, 10 Center Dr, Rm B2L124, Bethesda, MD 20892-1013, USA
| | - Rui Zhang
- National Institute on Alcohol Abuse and Alcoholism, 10 Center Dr, Rm B2L124, Bethesda, MD 20892-1013, USA
| | - Peter Manza
- National Institute on Alcohol Abuse and Alcoholism, 10 Center Dr, Rm B2L124, Bethesda, MD 20892-1013, USA
| | - Corinde E Wiers
- National Institute on Alcohol Abuse and Alcoholism, 10 Center Dr, Rm B2L124, Bethesda, MD 20892-1013, USA
| | - Nora D Volkow
- National Institute on Alcohol Abuse and Alcoholism, 10 Center Dr, Rm B2L124, Bethesda, MD 20892-1013, USA; National Institute on Drug Abuse, National Institutes of Health, 6001 Executive Blvd., Suite 5274, Bethesda, MD 20892-9581, USA
| | - Gene-Jack Wang
- National Institute on Alcohol Abuse and Alcoholism, 10 Center Dr, Rm B2L124, Bethesda, MD 20892-1013, USA.
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250
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Chambers EC, Heller C, Fiori K, McAuliff K, Rehm CD. Chronic pediatric health conditions among youth living in public housing and receiving care in a large hospital system in Bronx, NY. Glob Pediatr Health 2020; 7:2333794X20971164. [PMID: 33241085 PMCID: PMC7672759 DOI: 10.1177/2333794x20971164] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 10/06/2020] [Accepted: 10/12/2020] [Indexed: 11/17/2022] Open
Abstract
This study compared the prevalence of chronic pediatric health conditions for youth in public housing with youth not in public housing using clinical electronic health record (EHR) and housing data. Youth (ages 2-17 years) in a large urban health system were identified and categorized into two housing types—public housing (n = 10 770) and not in public housing (n = 84 883) by age (young childhood, middle childhood, young adolescence). The prevalence of some pediatric conditions was higher in public housing but varied by age. Disparities in health conditions among youth in public housing were more common in early adolescence: asthma (26.4 vs 18.6; P < .001); obesity (28.5 vs 24.6; P < .001); depression/anxiety (19.2 vs 17.3; P = .008); behavioral disorders (8.1 vs 5.3; P < .001). These results show that chronic pediatric conditions like asthma and obesity that lead to significant morbidity into adulthood are more common among youth living in public housing. However, this pattern is not consistent across all chronic conditions.
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Affiliation(s)
| | | | - Kevin Fiori
- Albert Einstein College of Medicine, Bronx, NY, USA.,Montefiore Health System, Bronx, NY, USA
| | | | - Colin D Rehm
- Albert Einstein College of Medicine, Bronx, NY, USA.,Montefiore Health System, Bronx, NY, USA
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