Multimodal Prediction of Seizure Recurrence After Unprovoked First Seizure to Guide Clinical Decision-making: a Multi-centre Study of Cognition, Mood and Brain Connectivity As Predictors
试验速览
- 阶段
- 不适用
- 状态
- 招募中
- 发起方
- 入组人数
- 275
- 试验地点
- 2
- 主要终点
- Number of Participants with Seizure Recurrence after Unprovoked First Seizure
研究概览
简要总结
One in 10 people have a seizure during their life. Usually no cause is identified. Seizures without an identified cause are called unprovoked first seizure (UFS). Most people with UFS do not have further seizures. Being able to predict the risk of more seizures as soon as possible would help doctors decide whether to suggest treatment after UFS.
Studies show that seizures are associated with changes in brain structure and function that are difficult to detect with standard assessments but can be detected with advanced techniques. Changes in connections between brain regions are also linked to subtle problems in thinking and mood.
The investigators will examine brain connections using detailed brain scans, thinking, and mood in people with UFS and develop an accurate method for calculating the risk of further seizures.
200 adult patients and 75 matched healthy controls from the Halifax and Kingston First Seizure Clinics will undergo cognitive screening assessment of major cognitive domains, MRI imaging including structural scans, resting-state functional MRI (rsfMRI) and diffusion-weighted imaging (DWI), and EEG.
Seizure recurrence will be assessed prospectively and a multimodal machine learning model will be trained to predict seizure recurrence at 12 months.
研究设计
- 研究类型
- Observational
- 观察模型
- Case Control
- 时间视角
- Prospective
入排标准
- 年龄范围
- 18 Years 至 65 Years（Adult, Older Adult）
- 性别
- All
- 接受健康志愿者
- 是
入选标准
- •This study will consider adult patients between the ages of 18-65 years seen in the First Seizure Clinics in Halifax and Kingston with unprovoked first seizure.
- •The investigators will also include a sample of age, sex, and education-matched healthy controls with the same exclusion criteria.
排除标准
- •Individuals over the age of 65 will not be included to reduce the probability of including individuals with early dementia.
- •The investigators will also exclude individuals who, upon assessment during their first clinic appointment, are determined to have non-epileptic events, recurrent events or diagnosis of epilepsy (e.g. based on abnormal CT or EEG), provoked seizure (e.g. medication, substance misuse, metabolic), acute symptomatic seizures, those with an existing prescription for antiseizure drugs, significant CNS comorbidity that may affect cognition and brain networks (e.g. progressive neurological disorder, MS), previous neurosurgery, or contraindication to MRI.
- •Finally, although there is no known risk to a fetus from MRI scanning, as is standard in research studies involving MRI, pregnant participants will be excluded and those that suspect that they may be pregnant require a negative pregnancy test before scanning.
结局指标
主要结局
Number of Participants with Seizure Recurrence after Unprovoked First Seizure
时间窗: 12 months
次要结局
未报告次要终点
研究者
Dr. Gavin Winston
Dr. Gavin Winston, Associate Professor, Dept. of Medicine, Queen's University, Faculty-Centre for Neuroscience, Queens University
Queen's University