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Carta A, Cavassa V, Puci MV, Averna R, Sotgiu G, Valeri G, Vicari S, Sotgiu S. Treatment of Aggressive Behavior and Agitation in an 11-Year-Old Boy with Co-Occurring Autism and ADHD: A Case Report and Literature Review on the Use of Intravenous Valproate in Emergency Psychiatry. J Clin Med 2024; 13:3573. [PMID: 38930101 PMCID: PMC11204411 DOI: 10.3390/jcm13123573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 05/29/2024] [Accepted: 06/13/2024] [Indexed: 06/28/2024] Open
Abstract
Background: Autism spectrum disorder (ASD) is a persistent neurodevelopmental disorder frequently co-occurring with attention-deficit/hyperactivity disorder (ADHD) and behavior-related disorders. While behavioral therapy is the first-line option to manage the core symptoms of ASD, pharmacological therapy is sometimes needed to treat acute problems, such as agitation and aggressive behaviors. Recent guidelines recommend the use of neuroleptics to reduce psychomotor agitation in patients with ASD. However, as children with ASD are often drug-resistant, alternative treatments are often justified. Reports from the literature have indicated that intravenous valproate (IV-VPA) can be effective in reducing agitation in psychiatric patients, with a lower frequency of adverse events compared to conventional treatments. However, as the related findings are occasionally inconsistent, IV-VPA is not yet an approved option in the context of clinical psychiatry. We aim to improve knowledge of the IV-VPA treatment option for emergency psychiatric treatment in pediatric patients. Methods: We report the case of an 11-year-old boy suffering from a complex neurodevelopmental condition who experienced a psychotic episode with severe aggressive and disruptive behaviors and was successfully treated with IV-VPA. Furthermore, we provide an updated literature review on this topic. Conclusion: In our case, first-line therapies proved to be ineffective. To the contrary, IV-VPA led to safe and prompt clinical success, which is in line with other reports. Based on our literature review, IV-VPA can be highly effective and reduces the risk of adverse events that frequently occur with the use of high-dose standard medications in emergency psychiatry.
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Affiliation(s)
- Alessandra Carta
- Child and Adolescent Neuropsychiatry Unit, Department of Medicine, Surgery and Pharmacy, University Hospital of Sassari, Viale San Pietro 43/B, 07100 Sassari, Italy;
| | - Vanna Cavassa
- Child and Adolescent Neuropsychiatry Unit, Department of Medicine, Surgery and Pharmacy, University Hospital of Sassari, Viale San Pietro 43/B, 07100 Sassari, Italy;
- Department of Biomedical Sciences—Section of Neuroscience and Clinical Pharmacology, University of Cagliari (Branch of Sassari), 09121 Cagliari, Italy
| | - Mariangela Valentina Puci
- Clinical Epidemiology and Medical Statistics Unit, Department of Medicine, Surgery and Pharmacy, University of Sassari, 07100 Sassari, Italy; (M.V.P.); (G.S.)
| | - Roberto Averna
- Child and Adolescent Neuropsychiatry Unit, Bambino Gesù Children’s Hospital (OPBG), Scientific Institute for Research, Hospitalization and Healthcare, 00146 Rome, Italy; (R.A.); (G.V.); (S.V.)
| | - Giovanni Sotgiu
- Clinical Epidemiology and Medical Statistics Unit, Department of Medicine, Surgery and Pharmacy, University of Sassari, 07100 Sassari, Italy; (M.V.P.); (G.S.)
| | - Giovanni Valeri
- Child and Adolescent Neuropsychiatry Unit, Bambino Gesù Children’s Hospital (OPBG), Scientific Institute for Research, Hospitalization and Healthcare, 00146 Rome, Italy; (R.A.); (G.V.); (S.V.)
| | - Stefano Vicari
- Child and Adolescent Neuropsychiatry Unit, Bambino Gesù Children’s Hospital (OPBG), Scientific Institute for Research, Hospitalization and Healthcare, 00146 Rome, Italy; (R.A.); (G.V.); (S.V.)
- Life Sciences and Public Health Department, Catholic University, 00168 Rome, Italy
| | - Stefano Sotgiu
- Child and Adolescent Neuropsychiatry Unit, Department of Medicine, Surgery and Pharmacy, University Hospital of Sassari, Viale San Pietro 43/B, 07100 Sassari, Italy;
- Department of Biomedical Sciences—Section of Neuroscience and Clinical Pharmacology, University of Cagliari (Branch of Sassari), 09121 Cagliari, Italy
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Cuomo A, Barillà G, Cattolico M, Carmellini P, Spiti A, Pozza A, Fagiolini A. Is intravenous valproate more efficacious than oral valproate for inpatients with bipolar I disorder with a manic or depressive episode and concomitant symptoms of opposite polarity? Bipolar Disord 2024; 26:277-283. [PMID: 37957926 DOI: 10.1111/bdi.13388] [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: 11/15/2023]
Abstract
INTRO Valproic acid (VPA) is a commonly prescribed mood stabilizer, available in both oral (OS) and intravenous (IV) formulations. However, few studies have compared their safety and efficacy. This retrospective study aimed to investigate the safety and efficacy of and IV-VPA in patients with Bipolar Disorder. METHODS Fifty patients with Bipolar Disorder experiencing a manic or depressive episode, with concomitant symptoms of opposite polarity, admitted to our inpatient unit and treated with IV-VPA were included in a retrospective, single-centre, non-randomized, open-label, parallel-group comparative study. Fifty patients experiencing a manic or depressive episode, with concomitant symptoms of opposite polarity, treated with oral-VPA and selected among those who were admitted to the inpatient unit prior to the introduction of IV-VPA in our clinical practice, were included as the control group (matched based on age, gender and clinical scales score at baseline). The Clinical Global Impression (CGI), Young Mania Rating Scale (YMRS), Montgomery-Asberg Depression Rating Scale (MADRS) and Hamilton Anxiety Rating Scale (HAM-A) scores were recorded at baseline, after 3 days of treatment and discharge from the inpatient unit. Patients were asked to respond on the basis of the symptoms present on the day the scale was administered. Response rate and the presence of adverse effects were also recorded. RESULTS Both patients treated with oral and IV-VPA demonstrated significant improvements in all psychometric scales (p < 0.001). However, the IV group exhibited superior efficacy, with significantly lower scores on the CGI, YMRS, MADRS and HAM-A scales on Day 3 and at discharge from the inpatient unit. The IV-VPA treatment showed higher response rates on all psychometric scales, and no adverse effects were reported in either group. CONCLUSION This retrospective study supports the use of IV-VPA as a more efficacious treatment option for patients with Bipolar Disorder, particularly in acute settings where rapid symptom improvement is crucial. Both oral and IV-VPA were found to be safe and well-tolerated.
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Affiliation(s)
- Alessandro Cuomo
- Department of Molecular and Developmental Medicine, Division of Psychiatry, University of Siena, Siena, Italy
| | - Giovanni Barillà
- Department of Molecular and Developmental Medicine, Division of Psychiatry, University of Siena, Siena, Italy
| | - Matteo Cattolico
- Department of Molecular and Developmental Medicine, Division of Psychiatry, University of Siena, Siena, Italy
| | - Pietro Carmellini
- Department of Molecular and Developmental Medicine, Division of Psychiatry, University of Siena, Siena, Italy
| | - Alessandro Spiti
- Department of Molecular and Developmental Medicine, Division of Psychiatry, University of Siena, Siena, Italy
| | - Andrea Pozza
- Department of Medical Sciences, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Andrea Fagiolini
- Department of Molecular and Developmental Medicine, Division of Psychiatry, University of Siena, Siena, Italy
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Zheng P, Yu Z, Mo L, Zhang Y, Lyu C, Yu Y, Zhang J, Hao X, Wei H, Gao F, Li Y. An individualized medication model of sodium valproate for patients with bipolar disorder based on machine learning and deep learning techniques. Front Pharmacol 2022; 13:890221. [PMID: 36339624 PMCID: PMC9627622 DOI: 10.3389/fphar.2022.890221] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 09/29/2022] [Indexed: 07/20/2023] Open
Abstract
Valproic acid/sodium valproate (VPA) is a widely used anticonvulsant drug for maintenance treatment of bipolar disorders. In order to balance the efficacy and adverse events of VPA treatment, an individualized dose regimen is necessary. This study aimed to establish an individualized medication model of VPA for patients with bipolar disorder based on machine learning and deep learning techniques. The sequential forward selection (SFS) algorithm was applied for selecting a feature subset, and random forest was used for interpolating missing values. Then, we compared nine models using XGBoost, LightGBM, CatBoost, random forest, GBDT, SVM, logistic regression, ANN, and TabNet, and CatBoost was chosen to establish the individualized medication model with the best performance (accuracy = 0.85, AUC = 0.91, sensitivity = 0.85, and specificity = 0.83). Three important variables that correlated with VPA daily dose included VPA TDM value, antipsychotics, and indirect bilirubin. SHapley Additive exPlanations was applied to visually interpret their impacts on VPA daily dose. Last, the confusion matrix presented that predicting a daily dose of 0.5 g VPA had a precision of 55.56% and recall rate of 83.33%, and predicting a daily dose of 1 g VPA had a precision of 95.83% and a recall rate of 85.19%. In conclusion, the individualized medication model of VPA for patients with bipolar disorder based on CatBoost had a good prediction ability, which provides guidance for clinicians to propose the optimal medication regimen.
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Affiliation(s)
- Ping Zheng
- Department of Pharmacy, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Ze Yu
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Liqian Mo
- Department of Pharmacy, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Yuqing Zhang
- Zhongshan School of Medicine, SYSU, Guangzhou, China
| | - Chunming Lyu
- Experiment Center for Science and Technology, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yongsheng Yu
- Beijing Medicinovo Technology Co., Ltd., Beijing, China
| | - Jinyuan Zhang
- Beijing Medicinovo Technology Co., Ltd., Beijing, China
| | - Xin Hao
- Dalian Medicinovo Technology Co., Ltd., Dalian, Liaoning, China
| | - Hai Wei
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Fei Gao
- Beijing Medicinovo Technology Co., Ltd., Beijing, China
| | - Yilei Li
- Department of Pharmacy, Nanfang Hospital, Southern Medical University, Guangzhou, China
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Moulaei K, Bahaadinbeigy K, Mazhari S. Designing the minimum data set of bipolar disorder: A basis for introducing the effective factors in managing, controlling, and monitoring the bipolar disorder. JOURNAL OF EDUCATION AND HEALTH PROMOTION 2022; 11:147. [PMID: 35847134 PMCID: PMC9277744 DOI: 10.4103/jehp.jehp_971_21] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 08/09/2021] [Indexed: 06/15/2023]
Abstract
BACKGROUND AND AIM Bipolar disorder (BD) is one of the most challenging psychiatric disorders in the management area that can lead to functional, occupational, and cognitive disorders. Without proper care, this complication can lead to profound psychological challenges and even death. The aim of this study is to design a minimum data set (MDS) for BD. MATERIALS AND METHODS This descriptive cross-sectional study was conducted in two steps. In the first step, a survey was conducted in PubMed, Web of Science, and SCOPUS databases to identify the demographic, managerial, and clinical data elements. Then, the required data elements were extracted from the studies by the data extraction form and used in a questionnaire. In the second step, to confirm the data element set, the designed questionnaire was distributed and collected among 20 psychiatrists and subspecialists during a two-stage Delphi technique. Descriptive statistics (frequency and mean) were conducted to analyze the data. RESULTS Totally, 112 managerial and clinical data elements in 14 categories were extracted from the studies. Based on the experts' opinion and their consensus, 88 necessary data elements were considered to bipolar MDS. "Medication nonadherence," "history of suicide," and "substance abuse and addiction" were the most important data elements. CONCLUSION In this study, an MDS was designed for BD. Providing this MDS, in addition to improving the clinical processes, it is possible to help electronic system designers and health data managers to know what information should be included in the health systems or any kind of self-care or self-management software to meet the information needs of these patients.
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Affiliation(s)
- Khadijeh Moulaei
- Medical Informatics Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Kambiz Bahaadinbeigy
- Medical Informatics Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Shahrzad Mazhari
- Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran
- Department of Psychiatry, School of Medicine, Kerman University of Medical Sciences, Kerman, Iran
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Intravenous Augmentative Valproate Versus Delorazepam in Bipolar Patients With a Major Depressive Mixed Episode and Partial/Nonresponse to Oral Treatment: A Pilot Study. J Clin Psychopharmacol 2021; 41:79-81. [PMID: 33208709 DOI: 10.1097/jcp.0000000000001314] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Pain E, Shinhmar S, Williams RSB. Using Dictyostelium to Advance Our Understanding of the Role of Medium Chain Fatty Acids in Health and Disease. Front Cell Dev Biol 2021; 9:722066. [PMID: 34589488 PMCID: PMC8473879 DOI: 10.3389/fcell.2021.722066] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 08/20/2021] [Indexed: 12/31/2022] Open
Abstract
Ketogenic diets have been utilized for many years to improve health, and as a dietary approach for the treatment of a range of diseases, where the mechanism of these low carbohydrate and high fat diets is widely considered to be through the production of metabolic products of fat breakdown, called ketones. One of these diets, the medium chain triglyceride ketogenic diet, involves high fat dietary intake in the form of medium chain fatty acids (MCFAs), decanoic and octanoic acid, and is commonly used in endurance and high intensity exercises but has also demonstrated beneficial effects in the treatment of numerous pathologies including drug resistant epilepsy, cancer, and diabetes. Recent advances, using Dictyostelium discoideum as a model, have controversially proposed several direct molecular mechanisms for decanoic acid in this diet, independent of ketone generation. Studies in this model have identified that decanoic acid reduces phosphoinositide turnover, diacylglycerol kinase (DGK) activity, and also inhibits the mechanistic target of rapamycin complex 1 (mTORC1). These discoveries could potentially impact the treatment of a range of disorders including epilepsy, cancer and bipolar disorder. In this review, we summarize the newly proposed mechanisms for decanoic acid, identified using D. discoideum, and highlight potential roles in health and disease treatment.
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Affiliation(s)
| | | | - Robin S. B. Williams
- Centre for Biomedical Sciences, School of Biological Sciences, Royal Holloway University of London, Egham, United Kingdom
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Zhang J, Wang G, Yang X, Gao K. Efficacy and safety of electroconvulsive therapy plus medication versus medication alone in acute mania: A meta-analysis of randomized controlled trials. Psychiatry Res 2021; 302:114019. [PMID: 34058715 DOI: 10.1016/j.psychres.2021.114019] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 05/15/2021] [Indexed: 11/16/2022]
Abstract
Although some studies have reported the potential efficacy of electroconvulsive therapy (ECT) in the treatment of acute mania, there is no consensus on the matter. Therefore, we performed a meta-analysis to determine the efficacy and safety of ECT combination with medication (ECT-combo) vs. medication alone (Med-alone) in the treatment of acute mania. Randomized controlled trials (RCTs) of ECT-combo versus Med-alone in acute mania were searched in Chinese databases and English databases from their inceptions up to February 2020. Twelve RCTs (including 863 patients, n=863) met our criteria and were included into meta-analysis. The pooled results found that ECT-combo outperformed Med-alone in reducing manic symptoms from baseline to endpoint with a standardized mean difference of -3.50 (95% CI: -4.57, -2.44, p<0.00001). The significant difference occurred after 3-5 treatments or after a 1-week treatment. ECT-combo had significantly increased memory impairment compared to Med-alone. Apart from increased memory impairment in ECT-combo group (SMD=8.33; 95% CI: 2.73 to 25.45, p= 0.0002), no other statistically significant differences in side effects or drop-out rates were found between groups. The results of this meta-analysis suggest that ECT-combo was significantly superior to Med-alone in efficacy and well-tolerated as Med-alone in the acute treatment of mania. However, larger studies with randomized, double-blind design, and standardized treatment regimens are still warranted due to the high heterogeneity of studies included in the present meta-analysis.
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Affiliation(s)
- Jian Zhang
- Bipolar Disorder Department, Shenzhen Kangning Hospital, Shenzhen, Guangdong, China; Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Guojun Wang
- Bipolar Disorder Department, Shenzhen Kangning Hospital, Shenzhen, Guangdong, China
| | - Xi Yang
- Bipolar Disorder Department, Shenzhen Kangning Hospital, Shenzhen, Guangdong, China
| | - Keming Gao
- Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, OH, USA; Case Western Reserve University School of Medicine. Cleveland, OH, USA.
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