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Roy S, Arturi L, Parlatini V, Cortese S. Electronic Health Records for Research on Attention-Deficit/Hyperactivity Disorder Pharmacotherapy: A Comprehensive Review. J Child Adolesc Psychopharmacol 2024; 34:331-336. [PMID: 39235405 DOI: 10.1089/cap.2024.0066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/06/2024]
Abstract
Objectives: Randomized controlled trials (RCTs) have shown that attention-deficit/hyperactivity disorder (ADHD) medications significantly reduce symptomatology at a group level, but individual response to ADHD medication is variable. Thus, developing prediction models to stratify treatment according to individual baseline clinicodemographic characteristics is crucial to support clinical practice. A potential valuable source of data to develop accurate prediction models is real-world clinical data extracted from electronic healthcare records (EHRs). Yet, systematic information regarding EHR data on ADHD is lacking. Methods: We conducted a comprehensive review of studies that included EHR reporting data regarding individuals with ADHD, with a specific focus on treatment-related data. Relevant studies were identified from PubMed, Ovid, and Web of Science databases up to February 24, 2024. Results: We identified 103 studies reporting EHR data for individuals with ADHD. Among these, 83 studies provided information on the type of prescribed medication. However, dosage, duration of treatment, and ADHD symptom ratings before and after treatment initiation were only reported by a minority of studies. Conclusion: This review supports the potential use of EHRs to develop treatment response prediction models but emphasizes the need for more comprehensive reporting of treatment-related data, such as changes in ADHD symptom ratings and other possible baseline clinical predictors of treatment response.
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Affiliation(s)
- Sulagna Roy
- School of Psychology, University of Southampton, Southampton, United Kingdom
- Centre for Innovation in Mental Health, University of Southampton, Southampton, United Kingdom
| | - Lucrezia Arturi
- Child Neurology and Psychiatry Unit, Department of Wellbeing of Mental and Neurological, Dental and Sensory Organ Health, Policlinico Tor Vergata Hospital, Rome, Italy
| | - Valeria Parlatini
- School of Psychology, University of Southampton, Southampton, United Kingdom
- Centre for Innovation in Mental Health, University of Southampton, Southampton, United Kingdom
- Institute for Life Sciences, University of Southampton, Southampton, United Kingdom
- Institute of Translational Neurodevelopment, Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- Solent NHS Trust, Southampton, United Kingdom
| | - Samuele Cortese
- School of Psychology, University of Southampton, Southampton, United Kingdom
- Centre for Innovation in Mental Health, University of Southampton, Southampton, United Kingdom
- Solent NHS Trust, Southampton, United Kingdom
- Clinical and Experimental Sciences (CNS and Psychiatry), Faculty of Medicine, University of Southampton, Southampton, United Kingdom
- Hassenfeld Children's Hospital at NYU Langone, New York University Child Study Center, New York, NY, USA
- DiMePRe-J-Department of Precision and Regenerative Medicine-Jonic Area, University of Bari "Aldo Moro", Bari, Italy
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Moran LV, Skinner JP, Shinn AK, Nielsen K, Rao V, Taylor ST, Cohen TR, Erkol C, Merchant J, Mujica CA, Perlis RH, Ongur D. Risk of Incident Psychosis and Mania With Prescription Amphetamines. Am J Psychiatry 2024; 181:901-909. [PMID: 39262211 PMCID: PMC11905971 DOI: 10.1176/appi.ajp.20230329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
Abstract
OBJECTIVE Amphetamine prescribing has increased in the United States in recent years. Previous research identified an increased risk of incident psychosis with prescription amphetamines. The purpose of this study was to examine the impact of dose levels of prescription amphetamines on the risk of this rare but serious adverse outcome. METHODS A case-control study using electronic health records was conducted to compare the odds of incident psychosis or mania with past-month exposure to prescription amphetamines. Case subjects were patients ages 16-35 hospitalized at McLean Hospital for incident psychosis or mania between 2005 and 2019. Control subjects were patients with an initial psychiatric hospitalization for other reasons, most commonly depression and/or anxiety. Amphetamine doses were converted to dextroamphetamine equivalents and divided into terciles. Secondary analyses evaluated the odds of psychosis or mania with methylphenidate use. RESULTS Among 1,374 case subjects and 2,748 control subjects, the odds of psychosis and mania were increased for individuals with past-month prescription amphetamine use compared with no use (adjusted odds ratio=2.68, 95% CI=1.90-3.77). A dose-response relationship was observed; high doses of amphetamines (>30 mg dextroamphetamine equivalents) were associated with 5.28-fold increased odds of psychosis or mania. Past-month methylphenidate use was not associated with increased odds of psychosis or mania compared with no use (adjusted odds ratio=0.91, 95% CI=0.54-1.55). CONCLUSIONS Although use of hospitalized control subjects excludes individuals with less severe disease, leading to selection bias, the study results suggest that caution should be exercised when prescribing high doses of amphetamines, with regular screening for symptoms of psychosis or mania.
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Affiliation(s)
- Lauren V Moran
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA (Moran, Shinn, Nielsen, Cohen, Erkol, Merchant, Mujica, Ongur); Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston (Moran, Skinner); Department of Psychiatry, Harvard Medical School, Boston (Moran, Shinn, Rao, Taylor, Perlis, Ongur); Department of Psychiatry, Massachusetts General Hospital, Boston (Rao, Taylor, Perlis)
| | - Joseph P Skinner
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA (Moran, Shinn, Nielsen, Cohen, Erkol, Merchant, Mujica, Ongur); Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston (Moran, Skinner); Department of Psychiatry, Harvard Medical School, Boston (Moran, Shinn, Rao, Taylor, Perlis, Ongur); Department of Psychiatry, Massachusetts General Hospital, Boston (Rao, Taylor, Perlis)
| | - Ann K Shinn
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA (Moran, Shinn, Nielsen, Cohen, Erkol, Merchant, Mujica, Ongur); Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston (Moran, Skinner); Department of Psychiatry, Harvard Medical School, Boston (Moran, Shinn, Rao, Taylor, Perlis, Ongur); Department of Psychiatry, Massachusetts General Hospital, Boston (Rao, Taylor, Perlis)
| | - Kathryn Nielsen
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA (Moran, Shinn, Nielsen, Cohen, Erkol, Merchant, Mujica, Ongur); Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston (Moran, Skinner); Department of Psychiatry, Harvard Medical School, Boston (Moran, Shinn, Rao, Taylor, Perlis, Ongur); Department of Psychiatry, Massachusetts General Hospital, Boston (Rao, Taylor, Perlis)
| | - Vinod Rao
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA (Moran, Shinn, Nielsen, Cohen, Erkol, Merchant, Mujica, Ongur); Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston (Moran, Skinner); Department of Psychiatry, Harvard Medical School, Boston (Moran, Shinn, Rao, Taylor, Perlis, Ongur); Department of Psychiatry, Massachusetts General Hospital, Boston (Rao, Taylor, Perlis)
| | - S Trevor Taylor
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA (Moran, Shinn, Nielsen, Cohen, Erkol, Merchant, Mujica, Ongur); Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston (Moran, Skinner); Department of Psychiatry, Harvard Medical School, Boston (Moran, Shinn, Rao, Taylor, Perlis, Ongur); Department of Psychiatry, Massachusetts General Hospital, Boston (Rao, Taylor, Perlis)
| | - Talia R Cohen
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA (Moran, Shinn, Nielsen, Cohen, Erkol, Merchant, Mujica, Ongur); Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston (Moran, Skinner); Department of Psychiatry, Harvard Medical School, Boston (Moran, Shinn, Rao, Taylor, Perlis, Ongur); Department of Psychiatry, Massachusetts General Hospital, Boston (Rao, Taylor, Perlis)
| | - Cemre Erkol
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA (Moran, Shinn, Nielsen, Cohen, Erkol, Merchant, Mujica, Ongur); Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston (Moran, Skinner); Department of Psychiatry, Harvard Medical School, Boston (Moran, Shinn, Rao, Taylor, Perlis, Ongur); Department of Psychiatry, Massachusetts General Hospital, Boston (Rao, Taylor, Perlis)
| | - Jaisal Merchant
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA (Moran, Shinn, Nielsen, Cohen, Erkol, Merchant, Mujica, Ongur); Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston (Moran, Skinner); Department of Psychiatry, Harvard Medical School, Boston (Moran, Shinn, Rao, Taylor, Perlis, Ongur); Department of Psychiatry, Massachusetts General Hospital, Boston (Rao, Taylor, Perlis)
| | - Christin A Mujica
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA (Moran, Shinn, Nielsen, Cohen, Erkol, Merchant, Mujica, Ongur); Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston (Moran, Skinner); Department of Psychiatry, Harvard Medical School, Boston (Moran, Shinn, Rao, Taylor, Perlis, Ongur); Department of Psychiatry, Massachusetts General Hospital, Boston (Rao, Taylor, Perlis)
| | - Roy H Perlis
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA (Moran, Shinn, Nielsen, Cohen, Erkol, Merchant, Mujica, Ongur); Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston (Moran, Skinner); Department of Psychiatry, Harvard Medical School, Boston (Moran, Shinn, Rao, Taylor, Perlis, Ongur); Department of Psychiatry, Massachusetts General Hospital, Boston (Rao, Taylor, Perlis)
| | - Dost Ongur
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA (Moran, Shinn, Nielsen, Cohen, Erkol, Merchant, Mujica, Ongur); Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston (Moran, Skinner); Department of Psychiatry, Harvard Medical School, Boston (Moran, Shinn, Rao, Taylor, Perlis, Ongur); Department of Psychiatry, Massachusetts General Hospital, Boston (Rao, Taylor, Perlis)
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