A Study to Analyze Features of Dysphonia and Tremor in PD Patients to Aid in the Development of an Accurate Diagnostic Tool for Early-Detection of PD
试验速览
- 阶段
- 不适用
- 发起方
- 入组人数
- 1,000
- 试验地点
- 1
- 主要终点
- PD-related Dysphonia
研究概览
简要总结
This is a web-based study that involves monitoring hallmark symptoms of Parkinson's Disease (PD), specifically dysphonia and tremor, using smartphone sensor data. The entire length of the study will only take 5 minutes, so volunteers will not have to repeatedly contribute data. The study is made up of 5 short, 10-second long activities, which include sustaining the short a vowel sound to monitor changes in vocal fundamental frequency and holding a smartphone in different positions on either side of the body to measure changes in amplitude. To be a part of this study, volunteers must have an iPhone that is running on the software iOS 13 or higher, because they will be asked to download a smartphone application from an online App Store.
详细描述
Participants will be asked to complete a series of activities, as outlined below.
- They will be asked to turn on "Do Not Disturb" and set their smartphone's volume to the maximum. This is to ensure that they can hear narrated instructions guiding them through the activities to come, and that data collection is uninterrupted.
- Volunteers will sustain the short a vowel sound for 10 seconds. This is to analyze PD-related dysphonia.
- Volunteers will place their smartphone in their left hand and rest it in their lap for 10 seconds. This is to analyze PD-related rest tremor on the left side of the body. (Duration: 10 seconds)
- Volunteers will place their smartphone in their right hand and rest it in their lap for 10 seconds. This is to analyze PD-related rest tremor on the right side of the body. (Duration: 10 seconds)
- Volunteers will hold their smartphone face-down at shoulder-level, in their left hand. This is to analyze PD-related postural tremor on the left side of the body. (Duration: 10 seconds)
- Volunteers will hold their smartphone face-down at shoulder-level, in their right hand. This is to analyze PD-related postural tremor on the right side of the body. (Duration: 10 seconds)
Finally, participants will be asked to indicate their gender, age group, and status (whether or not they have PD), for data-labeling purposes. Please note that all data is collected anonymously and thus cannot be tracked down to a specific participant. Nevertheless, it will be encrypted and stored in a secure database, with each participant corresponding to a GUID (Global Unique Identifier), although participants will not be asked for their name. As this is not a medical study, there are no expected medical side effects, however, certain activities and questions may seem frustrating and boring.
Participants will mainly benefit from the study indirectly, as it will increase understanding of symptoms prevalent in early PD, and may contribute to the development of diagnostic tools.
研究设计
- 研究类型
- Observational
- 观察模型
- Case Control
- 时间视角
- Cross Sectional
入排标准
- 性别
- All
- 接受健康志愿者
- 是
入选标准
- •Clinical diagnosis of Parkinson's Disease (PD)
排除标准
- •Subject does not have clinical diagnosis of PD, however, has another neurological disorder/disease that manifests with symptoms of tremor or dysphonia
- •Subject diagnosed with PD does not have dysphonia and tremor
结局指标
主要结局
PD-related Dysphonia
时间窗: 10 seconds
Features, composed of vocal fundamental frequency, and similar measures to jitter and shimmer, will be observed by looking at the mel spectrogram for the audio file of each participant.
PD-related Tremor
时间窗: 40 seconds
24 features, composed of mean absolute deviation and mean standard deviation for each axis (x, y, z), for 4 likely occurrences of tremor, will be observed by looking at the accelerometer data file of each participant.
次要结局
未报告次要终点