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Individualizing the dosage of Methylphenidate in children with attention deficit hyperactivity disorder.
Shirafkan, Hoda; Mahmoudi-Gharaei, Javad; Fotouhi, Akbar; Mozaffarpur, Seyyed Ali; Yaseri, Mehdi; Hoseini, Mostafa.
Afiliação
  • Shirafkan H; Social Determinants of Health (SDH) Research Centre, Research Institute for Health, Babol University of Medical Sciences, Babol, Iran.
  • Mahmoudi-Gharaei J; Department of Epidemiology and Biostatistics, School of public health, Tehran University of Medical Sciences, Tehran, Iran.
  • Fotouhi A; Psychiatry and Psychology Research Center, Roozbeh Hospital, Tehran University of Medical Sciences, Tehran, Iran.
  • Mozaffarpur SA; Department of Epidemiology and Biostatistics, School of public health, Tehran University of Medical Sciences, Tehran, Iran.
  • Yaseri M; Traditional Medicine and History of Medical Sciences Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran.
  • Hoseini M; Department of Epidemiology and Biostatistics, School of public health, Tehran University of Medical Sciences, Tehran, Iran. m.yaseri@gmail.com.
BMC Med Res Methodol ; 20(1): 56, 2020 03 11.
Article em En | MEDLINE | ID: mdl-32156255
BACKGROUND: Attention deficit hyperactivity disorder (ADHD) is one of the most common childhood mental health disorders. Stimulant drugs as the most commonly used treatment and first-line therapy for ADHD have side effects. One of the newest approaches to select the best choices and optimize dosages of medications is personalized medicine. METHODS: This historical cohort study was carried out on the data taken from the period of 2008 to 2015. Eligible subjects were included in the study randomly. We used mixed-effects logistic regression models to personalize the dosage of Methylphenidate (MPH) in ADHD. The patients' heterogeneity was considered using subject-specific random effects, which are treated as the realizations of a stochastic process. To recommend a personalized dosage for a new patient, a two-step procedure was proposed. In the first step, we obtained estimates for population parameters. In the second step, the dosage of the drug for a new patient was updated at each follow-up. RESULTS: Of the 221 children enrolled in the study, 169 (76.5%) were male and 52 (23.5%) were females. The overall mean age at the beginning of the study is 82.5 (± 26.5) months. In multivariable mixed logit model, three variables (severity of ADHD, time duration receiving MPH, and dosage of MPH) had a significant relationship with improvement. Based on this model the personalized dosage of MPH was obtained. CONCLUSIONS: To determine the dosage of MPH for a new patient, the more the severity of baseline is, the more of an initial dose is required. To recommend the dose in the next times, first, the estimation of random coefficient should be updated. The optimum dose increased when the severity of ADHD increased. Also, the results show that the optimum dose of MPH as one proceeds through the period of treatment will decreased.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transtorno do Deficit de Atenção com Hiperatividade / Medicina de Precisão / Metilfenidato Tipo de estudo: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Child / Child, preschool / Female / Humans / Male Idioma: En Revista: BMC Med Res Methodol Assunto da revista: MEDICINA Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Irã

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transtorno do Deficit de Atenção com Hiperatividade / Medicina de Precisão / Metilfenidato Tipo de estudo: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Child / Child, preschool / Female / Humans / Male Idioma: En Revista: BMC Med Res Methodol Assunto da revista: MEDICINA Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Irã