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Benn A, Robinson ESJ. Development of a novel rodent rapid serial visual presentation task reveals dissociable effects of stimulant versus nonstimulant treatments on attentional processes. Cogn Affect Behav Neurosci 2024; 24:351-367. [PMID: 38253774 DOI: 10.3758/s13415-023-01152-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/19/2023] [Indexed: 01/24/2024]
Abstract
The rapid serial visual presentation (RSVP) task and continuous performance tasks (CPT) are used to assess attentional impairments in patients with psychiatric and neurological conditions. This study developed a novel touchscreen task for rats based on the structure of a human RSVP task and used pharmacological manipulations to investigate their effects on different performance measures. Normal animals were trained to respond to a target image and withhold responding to distractor images presented within a continuous sequence. In a second version of the task, a false-alarm image was included, so performance could be assessed relative to two types of nontarget distractors. The effects of acute administration of stimulant and nonstimulant treatments for ADHD (amphetamine and atomoxetine) were tested in both tasks. Methylphenidate, ketamine, and nicotine were tested in the first task only. Amphetamine made animals more impulsive and decreased overall accuracy but increased accuracy when the target was presented early in the image sequence. Atomoxetine improved accuracy overall with a specific reduction in false-alarm responses and a shift in the attentional curve reflecting improved accuracy for targets later in the image sequence. However, atomoxetine also slowed responding and increased omissions. Ketamine, nicotine, and methylphenidate had no specific effects at the doses tested. These results suggest that stimulant versus nonstimulant treatments have different effects on attention and impulsive behaviour in this rat version of an RSVP task. These results also suggest that RSVP-like tasks have the potential to be used to study attention in rodents.
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Affiliation(s)
- Abigail Benn
- University of Bristol, School of Physiology, Pharmacology and Neuroscience, Biomedical Sciences Building, University Walk, Bristol, BS8 1TD, UK
| | - Emma S J Robinson
- University of Bristol, School of Physiology, Pharmacology and Neuroscience, Biomedical Sciences Building, University Walk, Bristol, BS8 1TD, UK.
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Stanojević G, Medarević D, Adamov I, Pešić N, Kovačević J, Ibrić S. Tailoring Atomoxetine Release Rate from DLP 3D-Printed Tablets Using Artificial Neural Networks: Influence of Tablet Thickness and Drug Loading. Molecules 2020; 26:molecules26010111. [PMID: 33383691 PMCID: PMC7795907 DOI: 10.3390/molecules26010111] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 12/23/2020] [Accepted: 12/24/2020] [Indexed: 11/16/2022] Open
Abstract
Various three-dimensional printing (3DP) technologies have been investigated so far in relation to their potential to produce customizable medicines and medical devices. The aim of this study was to examine the possibility of tailoring drug release rates from immediate to prolonged release by varying the tablet thickness and the drug loading, as well as to develop artificial neural network (ANN) predictive models for atomoxetine (ATH) release rate from DLP 3D-printed tablets. Photoreactive mixtures were comprised of poly(ethylene glycol) diacrylate (PEGDA) and poly(ethylene glycol) 400 in a constant ratio of 3:1, water, photoinitiator and ATH as a model drug whose content was varied from 5% to 20% (w/w). Designed 3D models of cylindrical shape tablets were of constant diameter, but different thickness. A series of tablets with doses ranging from 2.06 mg to 37.48 mg, exhibiting immediate- and modified-release profiles were successfully fabricated, confirming the potential of this technology in manufacturing dosage forms on demand, with the possibility to adjust the dose and release behavior by varying drug loading and dimensions of tablets. DSC (differential scanning calorimetry), XRPD (X-ray powder diffraction) and microscopic analysis showed that ATH remained in a crystalline form in tablets, while FTIR spectroscopy confirmed that no interactions occurred between ATH and polymers.
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Affiliation(s)
- Gordana Stanojević
- Institute for Medicines and Medical Devices of Montenegro, Ivana Crnojevića 64a, 81000 Podgorica, Montenegro;
| | - Djordje Medarević
- Department of Pharmaceutical Technology and Cosmetology, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11221 Belgrade, Serbia; (D.M.); (I.A.); (N.P.); (J.K.)
| | - Ivana Adamov
- Department of Pharmaceutical Technology and Cosmetology, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11221 Belgrade, Serbia; (D.M.); (I.A.); (N.P.); (J.K.)
| | - Nikola Pešić
- Department of Pharmaceutical Technology and Cosmetology, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11221 Belgrade, Serbia; (D.M.); (I.A.); (N.P.); (J.K.)
| | - Jovana Kovačević
- Department of Pharmaceutical Technology and Cosmetology, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11221 Belgrade, Serbia; (D.M.); (I.A.); (N.P.); (J.K.)
| | - Svetlana Ibrić
- Department of Pharmaceutical Technology and Cosmetology, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11221 Belgrade, Serbia; (D.M.); (I.A.); (N.P.); (J.K.)
- Correspondence: ; Tel.: +381-11-3951-371
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Rabiey A, Hassani-Abharian P, Farhad M, Moravveji AR, Akasheh G, Banafshe HR. Atomoxetine Efficacy in Methamphetamine Dependence during Methadone Maintenance Therapy. Arch Iran Med 2019; 22:692-698. [PMID: 31823620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 04/16/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND Co-occurring methamphetamine (METH) use during methadone maintenance therapy (MMT) is a highly prevalent and progressive problem in Iran. There are no registered pharmacological treatments for treating METH use disorder. The present study investigates the potential efficacy of atomoxetine in the treatment of these patients. METHODS In a double-blind, controlled clinical trial, 86 METH-dependents on MMT randomly received either atomoxetine (40 mg/d) or placebo. We measured the craving scores with visual analog scale (VAS) on a weekly basis, and evaluated depression, anxiety and stress with the Depression Anxiety Stress Scales (DASS) on a monthly basis. Measurements were made in each weekly visit with urinary METH drug test. RESULTS Atomoxetine significantly reduced METH craving (P < 0.001). Negative METH urine test increased significantly in the drug group compared to the placebo group (P = 0.007). While initially the METH urine test was positive for all patients, 56% (25/45) in the atomoxetine group and 26% (11/41) in the placebo group had negative METH urine tests after 8 weeks. DASS were decreased in both groups with a greater reduction in the atomoxetine group [depression (P = 0.028), anxiety (P = 0.038), and stress (P = 0.031)]. Only mild side effects were observed. CONCLUSION This study confirms the safety and clinical tolerance of atomoxetine, and its appropriate efficacy in suppressing METH craving and possible potential effects on its treatment.
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Affiliation(s)
- Ali Rabiey
- Department of Addiction Studies, School of Medical, Kashan University of Medical Sciences, Kashan, Iran
| | | | - Majid Farhad
- Department of Addiction Studies, School of Medical, Kashan University of Medical Sciences, Kashan, Iran
| | - Ali Reza Moravveji
- Department of Community Medicine, Kashan University of Medical Sciences, Kashan, Iran
| | - Goodarz Akasheh
- Department of Psychiatry, School of Medicine, Kashan University of Medical Sciences, Kashan, Iran
| | - Hamid Reza Banafshe
- Department of Pharmacology, School of Medicine, Kashan University of Medical Sciences, Kashan, Iran
- Physiology Research Center, Kashan University of Medical Sciences, Kashan, Iran
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Moreira-Maia CR, Massuti R, Tessari L, Campani F, Akutagava-Martins GC, Cortese S, Augusto Rohde L. Are ADHD medications under or over prescribed worldwide?: Protocol for a systematic review and meta-analysis. Medicine (Baltimore) 2018; 97:e10923. [PMID: 29901582 PMCID: PMC6023876 DOI: 10.1097/md.0000000000010923] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION Attention-Deficit/Hyperactivity Disorder (ADHD) is a common neurodevelopmental disorder, characterized by age inappropriate and impairing levels of inattention and/or hyperactivity/impulsivity. Pharmacotherapy is an important part of the ADHD multimodal treatment. The extent to which ADHD is pharmacologically over or under treated worldwide is controversial. We aimed to estimate the pooled worldwide rate of ADHD pharmacological treatment in individuals with and without the disorder. METHOD AND ANALYSIS We will include published or unpublished studies reporting the rates of ADHD pharmacological treatment in participants with and without ADHD of any age group. Population-based, cohort, or follow-up studies, as well as data from insurance health system and third-party reimbursements will be eligible. Searches will be performed in a large number of electronic databases, including Medline, Embase, CINAHL, Cochrane, PsycINFO, Web of Science, and Scopus. The primary outcome will be the prevalence of ADHD pharmacological treatment in individuals with ADHD and without ADHD. Two independent reviewers will perform the screening, and data extraction process. Study quality/bias will be assessed with the Newcastle-Ottawa scale by 2 independent reviewers. To test the robustness of the findings, we will perform a series of sensitivity and meta-regression analysis. Analyses will be performed with R and STATA software. ETHICS AND DISSEMINATION No IRB approval will be necessary. The results of this systematic review and meta-analysis will be presented at international conferences and published in peer-reviewed journals. REGISTRATION AND STATUS PROSPERO 2018 CRD42018085233.
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Affiliation(s)
- Carlos Renato Moreira-Maia
- ADHD Outpatient Program (PRODAH), Child and Adolescent Psychiatry Division, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Rafael Massuti
- ADHD Outpatient Program (PRODAH), Child and Adolescent Psychiatry Division, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Luca Tessari
- Department of Psychology, Centre for Innovation in Mental Health, University of Southampton; Clinical and Experimental Sciences (CNS and Psychiatry), University of Southampton
| | - Fausto Campani
- ADHD Outpatient Program (PRODAH), Child and Adolescent Psychiatry Division, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Glaucia Chiyoko Akutagava-Martins
- ADHD Outpatient Program (PRODAH), Child and Adolescent Psychiatry Division, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
- College of Medicine, Universidade Federal de Mato Grosso, Cuiabá, Brazil
| | - Samuele Cortese
- Department of Psychology, Centre for Innovation in Mental Health, University of Southampton; Clinical and Experimental Sciences (CNS and Psychiatry), University of Southampton
- Solent NHS Trust, Southampton, UK
- New York University Child Study Center, New York, NY
- Division of Psychiatry and Applied Psychology, School of Medicine, University of Nottingham, Nottingham, UK
| | - Luis Augusto Rohde
- ADHD Outpatient Program (PRODAH), Child and Adolescent Psychiatry Division, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
- National Institute of Developmental Psychiatry for Children and Adolescents, Porto Alegre, Brazil
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Molife C, Haynes VS, Nyhuis A, Faries DE, Gelwicks S, Kelsey DK, Alatorre CI. Healthcare utilization and costs of children with attention deficit/hyperactivity disorder initiating atomoxetine versus extended-release guanfacine. Curr Med Res Opin 2018; 34:619-632. [PMID: 29298540 DOI: 10.1080/03007995.2017.1421918] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
OBJECTIVES To compare 1-year direct healthcare costs and utilization among children and adolescents initiating non-stimulant medications atomoxetine (ATX) or extended-release guanfacine (GXR). METHODS In this retrospective, observational cohort study, children and adolescents aged 6-17 years with attention deficit/hyperactivity disorder (ADHD) who had ≥1 prescription claim for ATX or GXR between December 31, 2009 and January 1, 2011 were identified in the MarketScan Commercial or Multi-State Medicaid claims databases. The first claim was set as the index. Patients with no claims for other ADHD medications that overlapped with the days' supply for the index therapy during the post-period were classified as initiating monotherapy. All-cause and ADHD-related utilization and costs (2011 US$) and treatment patterns (adherence and persistence) were evaluated during the 12 months following index. Propensity score adjustment accounted for differences in patient characteristics, and bootstrapping was used for comparisons. RESULTS A total of 13,239 children and adolescents with ADHD met the study criteria (4,411 ATX initiators and 8,828 GXR initiators). There were 2,699 ATX monotherapy patients. In propensity-score-adjusted analyses, mean all-cause total costs were significantly less for monotherapy ATX initiators than for GXR initiators ($7,553 vs $10,639; difference = -$3,086, p < .0001), as were mean ADHD-related total costs ($3,213 vs $4,544; difference = -$1,330, p < .0001). Monotherapy ATX initiators had significantly fewer all-cause and ADHD-related total medical visits and ∼22 days shorter persistence to index therapy (p < .0001). Results were similar for secondary analyses comparing all ATX with all GXR initiators, regardless of monotherapy or combination regimen, and comparing only monotherapy initiators. CONCLUSIONS Children and adolescents with ADHD who initiated ATX monotherapy incurred lower all-cause and ADHD-related total healthcare costs than patients who initiated GXR. This was due in part to less healthcare resource utilization and slightly shorter persistence for ATX patients. These findings may aid decision-making and inform future studies, but must be tempered due to inherent observational research limitations.
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Affiliation(s)
- Cliff Molife
- a Eli Lilly and Company - Global Patient Outcomes and Real World Evidence , Lilly Corporate Center , Indianapolis , IN , USA
| | - Virginia S Haynes
- b Eli Lilly and Company - Health Outcomes , Lilly Corporate Center , Indianapolis , IN , USA
| | - Allen Nyhuis
- c Eli Lilly and Company , Lilly Corporate Center , Indianapolis , IN , USA
| | - Douglas E Faries
- b Eli Lilly and Company - Health Outcomes , Lilly Corporate Center , Indianapolis , IN , USA
| | - Steve Gelwicks
- b Eli Lilly and Company - Health Outcomes , Lilly Corporate Center , Indianapolis , IN , USA
| | | | - Carlos I Alatorre
- b Eli Lilly and Company - Health Outcomes , Lilly Corporate Center , Indianapolis , IN , USA
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Snircova E, Marcincakova Husarova V, Ondrejka I, Hrtanek I, Farsky I, Nosalova G. QTc prolongation after ADHD medication. Neuro Endocrinol Lett 2018; 38:549-554. [PMID: 29504733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Accepted: 01/02/2017] [Indexed: 06/08/2023]
Abstract
OBJECTIVE Multicenter studies have shown that cardiovascular risks of ADHD medication are extremely low. However, QTc length has been shown to be increased in smaller samples of patients or case reports after stimulant and atomoxetine medication. Based on recent studies of genetic polymorphisms associated with drug-induced QTc prolongation and polymorphisms linkage to regional populations, we hypothesized that the drug-induced QTc prolongation could be a factor of particular polymorphisms linked to specific regional populations undistinguished in multicenter studies. METHODS We included 69 patients from a region of central Slovakia, 36 patients were taking atomoxetine and 33 patients methylphenidate. QTc, heart rate, potassium levels and BMI were examined before and after 8 weeks of treatment. Therapeutic effect was measured by ADHD-RS-IV. RESULTS We found QTc prolongation after 8 weeks of treatment both with atomoxetine and methylphenidate that was neither followed by the significant changes in BMI and potassium levels nor the significant increase of heart rate. CONCLUSION This is the first study revealing QTc prolongation in the group of ADHD children from the same region after 8-week treatment with atomoxetine and methylphenidate, indicating the potential discrete abnormalities in cardiac functioning associated with polymorphisms in genes of dopaminergic and noradrenergic system.
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Affiliation(s)
- Eva Snircova
- Clinic of Psychiatry, Jessenius Faculty of Medicine, Comenius University, Martin, Slovakia
| | | | - Igor Ondrejka
- Clinic of Psychiatry, Jessenius Faculty of Medicine, Comenius University, Martin, Slovakia
| | - Igor Hrtanek
- Clinic of Psychiatry, Jessenius Faculty of Medicine, Comenius University, Martin, Slovakia
| | - Ivan Farsky
- Clinic of Psychiatry, Jessenius Faculty of Medicine, Comenius University, Martin, Slovakia
| | - Gabriela Nosalova
- Institute of Pharmacology, Jessenius Faculty of Medicine, Comenius University, Martin, Slovakia
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Abstract
OBJECTIVE To directly compare the efficacy of methylphenidate and atomoxetine in improving symptoms, social functions, and quality of life among adults with ADHD. METHOD This was an 8-to-10-week, open-label, head-to-head, randomized clinical trial with two treatment arms: immediate-release methylphenidate (IR-methylphenidate; n = 31) and atomoxetine once daily ( n = 32). The outcome measures included ADHD symptom severity, quality of life, and functional impairments. RESULTS We found a significant reduction in overall ADHD symptoms and improvement in social functions and quality of life for both groups at Weeks 4 to 5 and Weeks 8 to 10. There was no significant difference in the slope of improvements over time except that atomoxetine was superior to IR-methylphenidate in reducing hyperactive/impulsive symptoms at Weeks 4 to 5. There was no significant group difference in the rates of adverse effects. CONCLUSION Both IR-methylphenidate and atomoxetine are well tolerated and efficacious in ethnic Chinese adults with ADHD.
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Affiliation(s)
- Hsing-Chang Ni
- 1 National Taiwan University Hospital, Taipei, Taiwan
- 2 National Taiwan University College of Medicine, Taipei, Taiwan
- 3 Chang Gung Memorial Hospital at Linkou, Taiwan
| | - Yu-Ju Lin
- 1 National Taiwan University Hospital, Taipei, Taiwan
- 2 National Taiwan University College of Medicine, Taipei, Taiwan
- 4 Far Eastern Memorial Hospital, Taipei, Taiwan
| | - Susan Shur-Fen Gau
- 1 National Taiwan University Hospital, Taipei, Taiwan
- 2 National Taiwan University College of Medicine, Taipei, Taiwan
| | - Hui-Chun Huang
- 5 National Cheng Kung University Hospital, Tainan, Taiwan
| | - Li-Kuang Yang
- 1 National Taiwan University Hospital, Taipei, Taiwan
- 2 National Taiwan University College of Medicine, Taipei, Taiwan
- 6 Beitou Armed Forces Hospital, Taipei, Taiwan
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Todor I, Popa A, Neag M, Muntean D, Bocsan C, Buzoianu A, Vlase L, Gheldiu AM, Briciu C. Evaluation of the Potential Pharmacokinetic Interaction between Atomoxetine and Fluvoxamine in Healthy Volunteers. Pharmacology 2016; 99:84-88. [PMID: 27816979 DOI: 10.1159/000452223] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2016] [Accepted: 09/29/2016] [Indexed: 11/19/2022]
Affiliation(s)
- Ioana Todor
- Faculty of Pharmacy, Department of Pharmaceutical Technology and Biopharmaceutics, Cluj-Napoca, Romania
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Davies M, Coughtrie A, Layton D, Shakir SAS. Use of atomoxetine and suicidal ideation in children and adolescents: Results of an observational cohort study within general practice in England. Eur Psychiatry 2016; 39:11-16. [PMID: 27810613 DOI: 10.1016/j.eurpsy.2016.06.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Accepted: 06/20/2016] [Indexed: 11/18/2022] Open
Abstract
AIM To investigate the association between atomoxetine, a drug used in the treatment of Attention Deficit Hyperactivity Disorder (ADHD), and suicidal ideation, within a cohort of 2-18-year-old patients in England. METHODS The study was conducted using the observational cohort technique of Modified prescription event monitoring (M-PEM). Patients prescribed atomoxetine were identified from dispensed prescriptions issued by primary care physicians. A customised postal GP questionnaire was used to capture outcome data for suicidal ideation. A matched pair cohort analysis was performed within patients to compare the risk of suicidal ideation in the period after starting atomoxetine with the risk prior to starting atomoxetine; this was stratified by age and concomitant use of methylphenidate. Additional information on patient characteristics, and events of interest was also collected; individual cases of suicidal ideation were qualitatively assessed for drug relatedness. RESULTS Of the final cohort (n=4509); 85.5% male (n=3857), median age 11 years (IQR: 9,14). Primary prescribing indication for atomoxetine was ADHD (n=4261, 94.6%). Almost a quarter of the cohort had been co-prescribed methylphenidate. Results of the matched pair cohort analysis indicated that the period after starting atomoxetine was not associated with an increase in the incidence of suicidal ideation compared to the period prior to starting treatment (RR: 0.71; CI: 0.48-1.07; P-value: 0.104). Individual case assessment of suicidal ideation suggested a causal association within a number of cases. CONCLUSIONS This study found no evidence of an increased risk of suicidal ideation during treatment with atomoxetine, compared to the period prior to starting treatment. Amongst age specific subgroups, this risk may change. Nonetheless, individual case assessment suggested a causal relationship in some patients, hence physicians need to be aware of the possibility of developing this event, and furthermore consider how best to detect it in this paediatric population. This study demonstrates the importance of combining quantitative statistical analyses with a qualitative case series assessment.
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Affiliation(s)
- M Davies
- Drug safety research unit, Bursledon hall, Blundell lane, Southampton, SO31 1AA Southampton, United Kingdom; University of Portsmouth, Portsmouth, United Kingdom.
| | - A Coughtrie
- Drug safety research unit, Bursledon hall, Blundell lane, Southampton, SO31 1AA Southampton, United Kingdom
| | - D Layton
- Drug safety research unit, Bursledon hall, Blundell lane, Southampton, SO31 1AA Southampton, United Kingdom; University of Portsmouth, Portsmouth, United Kingdom
| | - S A S Shakir
- Drug safety research unit, Bursledon hall, Blundell lane, Southampton, SO31 1AA Southampton, United Kingdom; University of Portsmouth, Portsmouth, United Kingdom
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Rae CL, Nombela C, Rodríguez PV, Ye Z, Hughes LE, Jones PS, Ham T, Rittman T, Coyle-Gilchrist I, Regenthal R, Sahakian BJ, Barker RA, Robbins TW, Rowe JB. Atomoxetine restores the response inhibition network in Parkinson's disease. Brain 2016; 139:2235-48. [PMID: 27343257 PMCID: PMC4958901 DOI: 10.1093/brain/aww138] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Revised: 05/03/2016] [Accepted: 05/06/2016] [Indexed: 01/03/2023] Open
Abstract
Parkinson's disease impairs the inhibition of responses, and whilst impulsivity is mild for some patients, severe impulse control disorders affect ∼10% of cases. Based on preclinical models we proposed that noradrenergic denervation contributes to the impairment of response inhibition, via changes in the prefrontal cortex and its subcortical connections. Previous work in Parkinson's disease found that the selective noradrenaline reuptake inhibitor atomoxetine could improve response inhibition, gambling decisions and reflection impulsivity. Here we tested the hypotheses that atomoxetine can restore functional brain networks for response inhibition in Parkinson's disease, and that both structural and functional connectivity determine the behavioural effect. In a randomized, double-blind placebo-controlled crossover study, 19 patients with mild-to-moderate idiopathic Parkinson's disease underwent functional magnetic resonance imaging during a stop-signal task, while on their usual dopaminergic therapy. Patients received 40 mg atomoxetine or placebo, orally. This regimen anticipates that noradrenergic therapies for behavioural symptoms would be adjunctive to, not a replacement for, dopaminergic therapy. Twenty matched control participants provided normative data. Arterial spin labelling identified no significant changes in regional perfusion. We assessed functional interactions between key frontal and subcortical brain areas for response inhibition, by comparing 20 dynamic causal models of the response inhibition network, inverted to the functional magnetic resonance imaging data and compared using random effects model selection. We found that the normal interaction between pre-supplementary motor cortex and the inferior frontal gyrus was absent in Parkinson's disease patients on placebo (despite dopaminergic therapy), but this connection was restored by atomoxetine. The behavioural change in response inhibition (improvement indicated by reduced stop-signal reaction time) following atomoxetine correlated with structural connectivity as measured by the fractional anisotropy in the white matter underlying the inferior frontal gyrus. Using multiple regression models, we examined the factors that influenced the individual differences in the response to atomoxetine: the reduction in stop-signal reaction time correlated with structural connectivity and baseline performance, while disease severity and drug plasma level predicted the change in fronto-striatal effective connectivity following atomoxetine. These results suggest that (i) atomoxetine increases sensitivity of the inferior frontal gyrus to afferent inputs from the pre-supplementary motor cortex; (ii) atomoxetine can enhance downstream modulation of frontal-subcortical connections for response inhibition; and (iii) the behavioural consequences of treatment are dependent on fronto-striatal structural connections. The individual differences in behavioural responses to atomoxetine highlight the need for patient stratification in future clinical trials of noradrenergic therapies for Parkinson's disease.
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Affiliation(s)
- Charlotte L Rae
- 1 Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, UK 2 Medical Research Council Cognition and Brain Sciences Unit, Cambridge, CB2 7EF, UK
| | - Cristina Nombela
- 1 Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, UK
| | | | - Zheng Ye
- 1 Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, UK
| | - Laura E Hughes
- 1 Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, UK 2 Medical Research Council Cognition and Brain Sciences Unit, Cambridge, CB2 7EF, UK
| | - P Simon Jones
- 1 Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, UK
| | - Timothy Ham
- 1 Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, UK
| | - Timothy Rittman
- 1 Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, UK
| | - Ian Coyle-Gilchrist
- 1 Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, UK
| | - Ralf Regenthal
- 3 Division of Clinical Pharmacology, Rudolf-Boehm-Institute of Pharmacology and Toxicology, University of Leipzig, Leipzig, 04107, Germany
| | - Barbara J Sahakian
- 4 Behavioural and Clinical Neuroscience Institute, Cambridge, CB2 3EB, UK 5 Department of Psychiatry, University of Cambridge, CB2 0SZ, Cambridge, UK
| | - Roger A Barker
- 1 Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, UK
| | - Trevor W Robbins
- 4 Behavioural and Clinical Neuroscience Institute, Cambridge, CB2 3EB, UK 6 Department of Experimental Psychology, University of Cambridge, CB2 3EB, Cambridge, UK
| | - James B Rowe
- 1 Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, UK 2 Medical Research Council Cognition and Brain Sciences Unit, Cambridge, CB2 7EF, UK 4 Behavioural and Clinical Neuroscience Institute, Cambridge, CB2 3EB, UK
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Dinh JC, Pearce RE, Van Haandel L, Gaedigk A, Leeder JS. Characterization of Atomoxetine Biotransformation and Implications for Development of PBPK Models for Dose Individualization in Children. Drug Metab Dispos 2016; 44:1070-9. [PMID: 27052878 PMCID: PMC4931890 DOI: 10.1124/dmd.116.069518] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Accepted: 04/04/2016] [Indexed: 11/22/2022] Open
Abstract
Atomoxetine (ATX) is a second-line nonstimulant medication used to control symptoms of attention deficit hyperactivity disorder (ADHD). Inconsistent therapeutic efficacy has been reported with ATX, which may be related to variable CYP2D6-mediated drug clearance. We characterized ATX metabolism in a panel of human liver samples as a basis for a bottom-up PBPK model to aid in ATX exposure prediction and control. Km, Vmax, and Clint values in pooled human liver microsomes (HLMs) were 2.4 µM, 479 pmol/min/mg protein, and 202 µl/min/mg protein, respectively. Mean population values of kinetic parameters are not adequate to describe variability in a population, given that Km, Vmax, and Clint values from single-donor HLMs ranged from 0.93 to 79.2 µM, 20.0 to 1600 pmol/min/mg protein, and 0.3 to 936 µl/min/mg protein. All kinetic parameters were calculated from 4-hydroxyatomoxetine (4-OH-ATX) formation. CYP2E1 and CYP3A contributed to 4-OH-ATX formation in livers with CYP2D6 intermediate and poor metabolizer status. In HLMs with lower CYP2D6 activity levels, 2-hydroxymethylatomoxetine (2-CH2OH-ATX) formation became a more predominant pathway of metabolism, which appeared to be catalyzed by CYP2B6. ATX biotransformation at clinically relevant plasma concentrations was characterized in a panel of pediatric HLM (n = 116) samples by evaluating primary metabolites. Competing pathways of ATX metabolism [N-desmethylatomoxetine (NDM-ATX) and 2-CH2OH-ATX formation] had increasing importance in livers with lesser CYP2D6 activity, but, overall ATX clearance was still compromised. Modeling ATX exposure to individualize therapy would require comprehensive knowledge of factors that affect CYP2D6 activity as well as an understanding of competing pathways, particularly for individuals with lower CYP2D6 activity.
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Affiliation(s)
- Jean C Dinh
- Division of Clinical Pharmacology, Toxicology, and Therapeutic Innovation (J.C.D., L.V.H., R.E.P., A.G., J.S.L.), Department of Pediatrics, Children's Mercy Hospital (L.V.H., R.E.P., A.G., J.S.L.), University of Kansas Medical Center (J.S.L.), and Department of Pharmacology (A.G., R.E.P., J.S.L.), University of Missouri-Kansas City, Kansas City, Missouri
| | - Robin E Pearce
- Division of Clinical Pharmacology, Toxicology, and Therapeutic Innovation (J.C.D., L.V.H., R.E.P., A.G., J.S.L.), Department of Pediatrics, Children's Mercy Hospital (L.V.H., R.E.P., A.G., J.S.L.), University of Kansas Medical Center (J.S.L.), and Department of Pharmacology (A.G., R.E.P., J.S.L.), University of Missouri-Kansas City, Kansas City, Missouri
| | - Leon Van Haandel
- Division of Clinical Pharmacology, Toxicology, and Therapeutic Innovation (J.C.D., L.V.H., R.E.P., A.G., J.S.L.), Department of Pediatrics, Children's Mercy Hospital (L.V.H., R.E.P., A.G., J.S.L.), University of Kansas Medical Center (J.S.L.), and Department of Pharmacology (A.G., R.E.P., J.S.L.), University of Missouri-Kansas City, Kansas City, Missouri
| | - Andrea Gaedigk
- Division of Clinical Pharmacology, Toxicology, and Therapeutic Innovation (J.C.D., L.V.H., R.E.P., A.G., J.S.L.), Department of Pediatrics, Children's Mercy Hospital (L.V.H., R.E.P., A.G., J.S.L.), University of Kansas Medical Center (J.S.L.), and Department of Pharmacology (A.G., R.E.P., J.S.L.), University of Missouri-Kansas City, Kansas City, Missouri
| | - J Steven Leeder
- Division of Clinical Pharmacology, Toxicology, and Therapeutic Innovation (J.C.D., L.V.H., R.E.P., A.G., J.S.L.), Department of Pediatrics, Children's Mercy Hospital (L.V.H., R.E.P., A.G., J.S.L.), University of Kansas Medical Center (J.S.L.), and Department of Pharmacology (A.G., R.E.P., J.S.L.), University of Missouri-Kansas City, Kansas City, Missouri
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Warrer P, Thomsen PH, Dalsgaard S, Hansen EH, Aagaard L, Kildemoes HW, Rasmussen HB. Switch in Therapy from Methylphenidate to Atomoxetine in Children and Adolescents with Attention-Deficit/Hyperactivity Disorder: An Analysis of Patient Records. J Child Adolesc Psychopharmacol 2016; 26:354-61. [PMID: 26891424 PMCID: PMC4876536 DOI: 10.1089/cap.2015.0060] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
OBJECTIVE The purpose of this study was to investigate therapy switching from methylphenidate (MPH) to atomoxetine (ATX) in a clinical sample of Danish children and adolescents with attention-deficit/hyperactivity disorder (ADHD); specifically, to determine the duration of MPH treatment before switching to ATX, and the reasons leading to a switch in therapy. METHODS We included 55 patients with ADHD who switched from first-line MPH to second-line ATX during January 01, 2012 and May 15, 2014. Patient and treatment characteristics along with clinical reasons for switching therapy were extracted from individual patients' records. RESULTS Mean duration of MPH treatment until switch to ATX was 11.2 months (range = 0.3-28.5 months); 36% of the patients switched within the first 6 months, 56% within the first year, and 76% within 1.5 years of initiating MPH; 24% continued MPH treatment for up to 2.5 years prior to switching. Most common reasons for switching were "adverse events" (AEs) (78%), "wish for more optimal day coverage" (24%), and "lack of efficacy" (16%). Other reasons for switching included "patient/parental request" (13%) and "noncompliance" (2%). Most common AEs leading to switch were psychiatric disorders (insomnia, aggression, tic, depression, anxiety) and decreased appetite. CONCLUSIONS Our findings highlight the importance of continuous evaluation of the need for prescription switch to ATX in children and adolescents treated with MPH, taking into consideration various factors including potential AEs, non-optimal day coverage, lack of efficacy, patient/parental preferences, and noncompliance. These factors should be considered, not only at the initial stage of MPH treatment but throughout the whole treatment course.
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Affiliation(s)
- Pernille Warrer
- Department of Pharmacy, Section for Social and Clinical Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Pharmacovigilance Research Project (DANPREP), Copenhagen, Denmark
| | - Per Hove Thomsen
- Centre for Child and Adolescent Psychiatry, Aarhus University Hospital, Risskov, Denmark
| | - Søren Dalsgaard
- Department of Economics and Business, National Centre for Register-Based Research, Aarhus University, Aarhus, Denmark
| | - Ebba Holme Hansen
- Department of Pharmacy, Section for Social and Clinical Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Pharmacovigilance Research Project (DANPREP), Copenhagen, Denmark
| | - Lise Aagaard
- Danish Pharmacovigilance Research Project (DANPREP), Copenhagen, Denmark
- Clinical Pharmacology, Institute of Public Health, University of Southern Denmark, Odense, Denmark
| | - Helle Wallach Kildemoes
- Department of Pharmacy, Section for Social and Clinical Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Pharmacovigilance Research Project (DANPREP), Copenhagen, Denmark
| | - Henrik Berg Rasmussen
- Institute of Biological Psychiatry, Mental Health Centre Sct. Hans, Copenhagen University Hospital, Roskilde, Denmark
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Abstract
Atomoxetine is a selective norepinephrine (NE) reuptake inhibitor approved for the treatment of attention-deficit/hyperactivity disorder (ADHD) in children (≥6 years of age), adolescents, and adults. Its metabolism and disposition are fairly complex, and primarily governed by cytochrome P450 (CYP) 2D6 (CYP2D6), whose protein expression varies substantially from person to person, and by race and ethnicity because of genetic polymorphism. These differences can be substantial, resulting in 8-10-fold differences in atomoxetine exposure between CYP2D6 poor metabolizers and extensive metabolizers. In this review, we have attempted to revisit and analyze all published clinical pharmacokinetic data on atomoxetine inclusive of public access documents from the new drug application submitted to the United States Food and Drug Administration (FDA). The present review focuses on atomoxetine metabolism, disposition, and genetic polymorphisms of CYP2D6 as they specifically relate to atomoxetine, and provides an in-depth discussion of the fundamental pharmacokinetics of the drug including its absorption, distribution, metabolism, and excretion in pediatric and adult populations. Further, a summary of relationships between genetic variants of CYP2D6 and to some degree, CYP2C19, are provided with respect to atomoxetine plasma concentrations, central nervous system (CNS) pharmacokinetics, and associated clinical implications for pharmacotherapy. Lastly, dosage adjustments based on pharmacokinetic principles are discussed.
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Affiliation(s)
- Guo Yu
- Laboratory of Pharmacogenomics and Pharmacokinetic Research, Subei People's Hospital, Yangzhou University, Yangzhou, Jiangsu, China
| | - Guo-Fu Li
- Center for Drug Clinical Research, Shanghai University of Chinese Medicine, Shanghai, China
| | - John S. Markowitz
- Department of Pharmacotherapy and Translational Research, University of Florida, Gainesville, Florida
- Center for Pharmacogenomics, University of Florida, Gainesville, Florida
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15
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Brown JT, Abdel-Rahman SM, van Haandel L, Gaedigk A, Lin YS, Leeder JS. Single dose, CYP2D6 genotype-stratified pharmacokinetic study of atomoxetine in children with ADHD. Clin Pharmacol Ther 2016; 99:642-50. [PMID: 26660002 DOI: 10.1002/cpt.319] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Revised: 11/30/2015] [Accepted: 12/02/2015] [Indexed: 01/22/2023]
Abstract
The effect of CYP2D6 genotype on the dose-exposure relationship for atomoxetine has not been well characterized in children. Children 6-17 years of age diagnosed with attention-deficit hyperactivity disorder (ADHD) were stratified by CYP2D6 genotype into groups with 0 (poor metabolizers [PMs], n = 4), 0.5 (intermediate metabolizers [IMs], n = 3), one (extensive metabolizer [EM]1, n = 8) or two (EM2, n = 8) functional alleles and administered a single 0.5 mg/kg oral dose of atomoxetine (ATX). Plasma and urine samples were collected for 24 (IM, EM1, and EM2) or 72 hours (PMs). Dose-corrected ATX systemic exposure (area under the curve [AUC]0-∞ ) varied 29.6-fold across the study cohort, ranging from 4.4 ± 2.7 μM*h in EM2s to 5.8 ± 1.7 μM*h, 16.3 ± 2.9 μM*h, and 50.2 ± 7.3 μM*h in EM1s, IMs, and PMs, respectively (P < 0.0001). Simulated steady state profiles at the maximum US Food and Drug Administration (FDA)-recommended dose suggest that most patients are unlikely to attain adequate ATX exposures. These data support the need for individualized dosing strategies for more effective use of the medication.
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Affiliation(s)
- J T Brown
- Department of Pharmacy Practice and Pharmaceutical Sciences, University of Minnesota College of Pharmacy, Duluth, Minnesota, USA
| | - S M Abdel-Rahman
- Division of Clinical Pharmacology, Toxicology, and Therapeutic Innovation, Department of Pediatrics, Children's Mercy Kansas City and University of Missouri-Kansas City, Kansas City, Missouri, USA
| | - L van Haandel
- Division of Clinical Pharmacology, Toxicology, and Therapeutic Innovation, Department of Pediatrics, Children's Mercy Kansas City and University of Missouri-Kansas City, Kansas City, Missouri, USA
| | - A Gaedigk
- Division of Clinical Pharmacology, Toxicology, and Therapeutic Innovation, Department of Pediatrics, Children's Mercy Kansas City and University of Missouri-Kansas City, Kansas City, Missouri, USA
| | - Y S Lin
- Department of Pharmaceutics, University of Washington School of Pharmacy, Seattle, Washington, USA
| | - J S Leeder
- Division of Clinical Pharmacology, Toxicology, and Therapeutic Innovation, Department of Pediatrics, Children's Mercy Kansas City and University of Missouri-Kansas City, Kansas City, Missouri, USA
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16
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Handen BL, Aman MG, Arnold LE, Hyman SL, Tumuluru RV, Lecavalier L, Corbett-Dick P, Pan X, Hollway JA, Buchan-Page KA, Silverman LB, Brown NV, Rice RR, Hellings J, Mruzek DW, McAuliffe-Bellin S, Hurt EA, Ryan MM, Levato L, Smith T. Atomoxetine, Parent Training, and Their Combination in Children With Autism Spectrum Disorder and Attention-Deficit/Hyperactivity Disorder. J Am Acad Child Adolesc Psychiatry 2015; 54:905-15. [PMID: 26506581 PMCID: PMC4625086 DOI: 10.1016/j.jaac.2015.08.013] [Citation(s) in RCA: 94] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Revised: 07/24/2015] [Accepted: 08/27/2015] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Impairments associated with attention-deficit/hyperactivity disorder (ADHD) and noncompliance are prevalent in children with autism spectrum disorder (ASD). However, ADHD response to stimulants is well below rates in typically developing children, with frequent side effects. Group studies of treatments for noncompliance are rare in ASD. We examined individual and combined-effectiveness of atomoxetine (ATX) and parent training (PT) for ADHD symptoms and noncompliance. METHOD In a 3-site, 10-week, double-blind, 2 × 2 trial of ATX and PT, 128 children (ages 5-14 years) with ASD and ADHD symptoms were randomized to ATX, ATX+PT, placebo+PT, or placebo. ATX was adjusted to optimal dose (capped at 1.8 mg/kg/day) over 6 weeks and maintained for 4 additional weeks. Nine PT sessions were provided. Primary outcome measures were the parent-rated DSM ADHD symptoms on the Swanson, Nolan and Pelham (SNAP) scale and Home Situations Questionnaire (HSQ). RESULTS On the SNAP, ATX, ATX+PT and placebo+PT were each superior to placebo (effect sizes 0.57-0.98; p values of .0005, .0004, and .025, respectively). For noncompliance, ATX and ATX+PT were superior to placebo (effect sizes 0.47-0.64; p values .03 and .0028, respectively). ATX was associated with decreased appetite but was otherwise well tolerated. CONCLUSION Both ATX and PT resulted in significant improvement on ADHD symptoms, whereas ATX (both alone and combined with PT) was associated with significant decreases on measures of noncompliance. ATX appears to have a better side effects profile than psychostimulants in the population with ASD. CLINICAL TRIAL REGISTRATION INFORMATION Atomoxetine, Placebo and Parent Management Training in Autism; http://clinicaltrials.gov/; NCT00844753.
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Affiliation(s)
- Benjamin L Handen
- Western Psychiatric Institute and Clinic, University of Pittsburgh School of Medicine, Pittsburgh.
| | - Michael G Aman
- The Nisonger Center UCEDD, Ohio State University, Columbus, OH
| | - L Eugene Arnold
- The Nisonger Center UCEDD, Ohio State University, Columbus, OH
| | - Susan L Hyman
- Division of Neurodevelopmental and Behavioral Pediatrics at the University of Rochester, Rochester, NY
| | - Rameshwari V Tumuluru
- Western Psychiatric Institute and Clinic, University of Pittsburgh School of Medicine, Pittsburgh
| | - Luc Lecavalier
- The Nisonger Center UCEDD, Ohio State University, Columbus, OH
| | - Patricia Corbett-Dick
- Division of Neurodevelopmental and Behavioral Pediatrics at the University of Rochester, Rochester, NY
| | | | - Jill A Hollway
- The Nisonger Center UCEDD, Ohio State University, Columbus, OH
| | | | - Laura B Silverman
- Division of Neurodevelopmental and Behavioral Pediatrics at the University of Rochester, Rochester, NY
| | | | | | | | - Daniel W Mruzek
- Division of Neurodevelopmental and Behavioral Pediatrics at the University of Rochester, Rochester, NY
| | - Sarah McAuliffe-Bellin
- Western Psychiatric Institute and Clinic, University of Pittsburgh School of Medicine, Pittsburgh
| | | | - Melissa M Ryan
- Division of Neurodevelopmental and Behavioral Pediatrics at the University of Rochester, Rochester, NY
| | - Lynne Levato
- Division of Neurodevelopmental and Behavioral Pediatrics at the University of Rochester, Rochester, NY
| | - Tristram Smith
- Division of Neurodevelopmental and Behavioral Pediatrics at the University of Rochester, Rochester, NY
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