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Sun Y, Chen J, Shi X, Li Z, Wan L, Yan H, Chen Y, Wang J, Wang J, Zou L, Reiter R, Zhang B, Yang G. Safety and efficacy of melatonin supplementation as an add-on treatment for infantile epileptic spasms syndrome: A randomized, placebo-controlled, double-blind trial. J Pineal Res 2024; 76:e12922. [PMID: 37909654 DOI: 10.1111/jpi.12922] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 08/19/2023] [Accepted: 10/20/2023] [Indexed: 11/03/2023]
Abstract
This was a prospective, randomized, double-blind, single-center placebo-controlled trial to assess the efficacy and safety of melatonin as an add-on treatment for infantile epileptic spasms syndrome (IESS). Participants aged 3 months to 2 years with a primary diagnosis of IESS were recruited and assigned to two groups in a 1:1 ratio. Both treatment groups received a combination of adrenocorticotrophic hormone (ACTH) and magnesium sulfate (MgSO4 ) for 2 weeks, and the treatment group also received melatonin (3 mg) between 20:00 and 21:00 daily, 0.5-1 h before bedtime. The study's primary endpoint was the average reduction rate in spasm frequency assessed by seizure diaries. Secondary endpoints included assessment of the response rate, EEG hypsarrhythmia (Kramer score), and psychomotor development (Denver Developmental Screening Test, DDST). Sleep quality was assessed by using the Brief Infant Sleep Questionnaire (BISQ), the Infant Sleep Assessment Scale (ISAS), and actigraphy. Safety parameters were also evaluated. Statistical analyses were conducted on intention-to-treat and per-protocol populations. The trial is registered at Clinicaltrials.gov (ChiCTR2000036208). Out of 119 screened patients, 70 were randomized and 66 completed treatments. In the intention-to-treat population, there were no significant differences in the average percentage reduction of spasm frequency (median [interquartile range, IQR: Q3-Q1], 100% [46.7%] vs. 66.7% [55.3%], p = .288), the 3-day response rate (51.4% vs. 37.1%, p = .229), the 28-day response rate (42.9% vs. 28.6%, p = .212), EEG Kramer scores (2 [3.5] vs. 2 [3], p = .853), or DDST comprehensive months (5 [2.5] vs. 6 [6], p = .239) between the melatonin (n = 35) and placebo (n = 35) groups. However, caregivers reported improved sleep quality after melatonin treatment, with 85.7% reporting regular sleep compared to 42.9% with placebo (42.9%, p < .001). The melatonin group had lower ISAS scores in 4-11-month-old patients compared to the placebo (mean ± SD, 29.3 ± 4.4 vs. 35.2 ± 5.9, p < .001). Moreover, the median (IQR) value of sleep-onset latency was shortened by 6.0 (24.5) min after melatonin treatment, while that in the placebo group was extended by 3.0 (22.0) min (p = .030). The serum melatonin (6:00 h) level (pg/mL) of the children in the melatonin group after treatment was significantly higher than in the placebo group (median [IQR], 84.8 [142] vs. 17.5 [37.6], p < .001). No adverse effects related to melatonin were observed in the study, and there were no significant differences in adverse effects between the melatonin and placebo groups. Although not statistically significant, the results of this randomized clinical trial proved that melatonin supplementation, as an add-on treatment, can improve spasm control rate in the treatment of IESS. For IESS children treated with ACTH, the addition of melatonin was found to improve sleep quality, shorten sleep onset latency, and increase blood melatonin levels. Moreover, it was observed to be a safe treatment option.
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Affiliation(s)
- Yulin Sun
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Center of Chinese PLA General Hospital, Beijing, China
- Tongji University School of Medicine, Shanghai, China
| | - Jian Chen
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Xiuyu Shi
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Center of Chinese PLA General Hospital, Beijing, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Zhichao Li
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Lin Wan
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Huimin Yan
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Yuehao Chen
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Jiaxin Wang
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Jing Wang
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Liping Zou
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Center of Chinese PLA General Hospital, Beijing, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Russel Reiter
- Department of Cell Systems and Anatomy, UT Health San Antonio, Long School of Medicine, San Antonio, Texas, USA
| | - Bo Zhang
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Biostatistics and Research Design Center, Institutional Centers for Clinical & Translational Research, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Guang Yang
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Center of Chinese PLA General Hospital, Beijing, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
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Fan Y, Chen D, Wang H, Pan Y, Peng X, Liu X, Liu Y. Automatic BASED scoring on scalp EEG in children with infantile spasms using convolutional neural network. Front Mol Biosci 2022; 9:931688. [PMID: 36032671 PMCID: PMC9399419 DOI: 10.3389/fmolb.2022.931688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 07/08/2022] [Indexed: 11/13/2022] Open
Abstract
In recent years, the Burden of Amplitudes and Epileptiform Discharges (BASED) score has been used as a reliable, accurate, and feasible electroencephalogram (EEG) grading scale for infantile spasms. However, manual EEG annotation is, in general, very time-consuming, and BASED scoring is no exception. Convolutional neural networks (CNNs) have proven their great potential in many EEG classification problems. However, very few research studies have focused on the use of CNNs for BASED scoring, a challenging but vital task in the diagnosis and treatment of infantile spasms. This study proposes an automatic BASED scoring framework using EEG and a deep CNN. The feasibility of using CNN for automatic BASED scoring was investigated in 36 patients with infantile spasms by annotating their long-term EEG data with four levels of the BASED score (scores 5, 4, 3, and ≤2). In the validation set, the accuracy was 96.9% by applying a multi-layer CNN to classify the EEG data as a 4-label problem. The extensive experiments have demonstrated that our proposed approach offers high accuracy and, hence, is an important step toward an automatic BASED scoring algorithm. To the best of our knowledge, this is the first attempt to use a CNN to construct a BASED-based scoring model.
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Affiliation(s)
- Yuying Fan
- Department of Pediatrics, Shengjing Hospital of China Medical University, Shenyang, China
| | - Duo Chen
- School of Artificial Intelligence and Information Technology, Nanjing University of Chinese Medicine, Nanjing, China
- *Correspondence: Yunhui Liu, ; Duo Chen,
| | - Hua Wang
- Department of Pediatrics, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yijie Pan
- Department of Computer Science and Technology, School of Information Science and Technology, Tsinghua University, Beijing, China
- Ningbo Institute of Information Technology Application, CAS, Ningbo, China
| | - Xueping Peng
- Australian AI Institute, FEIT, University of Technology Sydney, Sydney, NSW, Australia
| | - Xueyan Liu
- Department of Pediatrics, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yunhui Liu
- Department of Neurosurgery, Shengjing Hospital of China Medical University, Shenyang, China
- *Correspondence: Yunhui Liu, ; Duo Chen,
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Sun Y, Feng W, Chen J, Liu M, Shi X, Wang J, Zou L, Xu T, Yang G. Melatonin supplementation for the treatment of infantile spasms: protocol for a randomised placebo-controlled triple-blind trial. BMJ Open 2022; 12:e057970. [PMID: 35788069 PMCID: PMC9255389 DOI: 10.1136/bmjopen-2021-057970] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 06/23/2022] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Infantile spasms (IS) is a type of severe epileptic encephalopathy that occurs in infancy and early childhood. IS is characterised clinically by epileptic spasms, often accompanied by sleep disorder and abnormal circadian rhythm. The endogenous circadian rhythm disorder, in turn, can make spasms worse. Melatonin has also been found to have anticonvulsant and neuroprotective properties by adjusting the circadian rhythm. However, there are lack of relevant studies on controlling IS by using melatonin. This study aims to analyse the therapeutic effect of melatonin supplementation for the treatment of IS. METHODS AND ANALYSIS This is a triple-blinded (trial participant, outcome assessor and the data analyst), prospective, randomised controlled trial to be conducted in the Department of Paediatrics, The First Medical Center of Chinese PLA General Hospital, Beijing, China from November 2020. Patients (n=70) aged 3 months to 2 years with IS will be recruited in this study after receiving written consent from their parents or guardians. Patients will be randomly divided into two equal groups and treated with a combination of adrenocorticotropic hormone, magnesium sulfate and either melatonin or placebo. Clinical data from the patients in the two groups before and after the treatment will be collected and compared. The primary outcome will be assessed 2 weeks later by seizure diaries and reported as the average reduced rate of spasms frequency. Secondary outcomes include the response rate (the rate of spasms-free), electroencephalogram hypsarrhythmia assessment and the psychomotor development assessment (Denver Developmental Screening Test). Sleep quality and safety will also be assessed. ETHICS AND DISSEMINATION The protocol for this study was approved by the Ethics Committee of Chinese PLA General Hospital (reference number S2020-337-01) and was reported according to the Standard Protocol Items: Recommendations for Interventional Trials statement. Findings of this research will be disseminated through national and international meetings, conferences and peer-reviewed journals. TRIAL REGISTRATION NUMBER ChiCTR2000036208.
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Affiliation(s)
- Yulin Sun
- Department of Pediatrics, Medical School of Chinese PLA, Beijing, China
- Department of Pediatrics, The First Medical Center of PLA General Hospital, Beijing, China
| | - Weiwei Feng
- National Center for Women and Children's Health, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Jian Chen
- Department of Pediatrics, The First Medical Center of PLA General Hospital, Beijing, China
| | - Miao Liu
- Department of Pediatrics, Medical School of Chinese PLA, Beijing, China
| | - Xiuyu Shi
- Department of Pediatrics, The First Medical Center of PLA General Hospital, Beijing, China
- Senior Department of Pediatrics, The Seventh Medical Center of PLA General Hospital, Beijing, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Jing Wang
- Department of Pediatrics, The First Medical Center of PLA General Hospital, Beijing, China
| | - Liping Zou
- Department of Pediatrics, The First Medical Center of PLA General Hospital, Beijing, China
| | - Tao Xu
- National Center for Women and Children's Health, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Guang Yang
- Department of Pediatrics, The First Medical Center of PLA General Hospital, Beijing, China
- Senior Department of Pediatrics, The Seventh Medical Center of PLA General Hospital, Beijing, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
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