Wearable Sensor for Early Detection and Monitoring of Cognitive Decline
A Multi-Modal Wearable Sensor for Early Detection of Cognitive Decline and Remote Monitoring of Cognitive-Motor Decline Over Time
調査の概要
状態
詳細な説明
Understanding someone's language abilities through analyzing their speech using digital tools can be a new, relevant way to find early signs of dementia. Past research shows that changes in a person's speech can accurately reflect the severity of dementia and could even predict cognitive decline before a clinical diagnosis of Alzheimer's disease (AD) is made. Clinical trials have shown that changes in speech can be more noticeable than using traditional screening methods, like the MMSE. Moreover, recent findings suggest that speech changes related to cognitive decline over time aren't influenced by practice or learning effects. Separately, our own research has found that observing people while they're doing two things at once, like walking and talking (known as dual-tasking), can help identify people with mild cognitive impairment, which is an early stage of AD. So, with the support of the studies mentioned above, the goal of this study is to better detect early signs of dementia using everyday behaviors, such as dual-task activities and speech patterns, like how long a person talks while walk at the same time. Investigators intend to create a cheap, simple-to-use pendant device that tracks these behaviors, allowing us to predict small changes in cognitive and motor functions over time.
This is an observational, minimally invasive study. There are four clinic visits (baseline, 3, 6, and 12 months) each followed by 7 days of monitoring. Research staff will supervise tests for all assessments to minimize the risk associated tests such as gait and balance assessments. All in-clinic visits will be conducted at UCLA Health sites.
研究の種類
入学 (推定)
連絡先と場所
研究連絡先
- 名前:Ashkan Vaziri, PhD
- 電話番号:888-589-6213
- メール:ashkan.vaziri@biosensics.com
研究連絡先のバックアップ
- 名前:Ana Enriquez, BS
- 電話番号:888-589-6213
- メール:ana.enriquez@biosensics.com
研究場所
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California
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Los Angeles、California、アメリカ、90095
- UCLA Center for Advanced Surgical & Interventional Technology (CASIT)
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主任研究者:
- Bijan Najafi, PhD
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コンタクト:
- Bijan Najafi, PhD
- 電話番号:(424) 467-7127
- メール:bnajafi@mednet.ucla.edu
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参加基準
適格基準
就学可能な年齢
- 大人
- 高齢者
健康ボランティアの受け入れ
サンプリング方法
調査対象母集団
説明
Inclusion Criteria:
- Adults age 55 years or older
- Ambulatory (able to walk 40 feet with or without walking assistance)
- Willing and able to provide informed consent.
- Individuals in the cognitive impairment group, should either have a diagnosis of cognitive impairment, a MoCA score of 25 or lower, or be confirmation of cognitive impairment by the Principal Investigator or clinical collaborators based on self-reported memory problems and relevant patient history. Individuals in the non-cognitively impaired group must have a MoCA score of 26 or higher.
Exclusion Criteria:
- Children and younger adults: We exclude children and younger adults (younger than 55 years old) as dementia and cognitive-motor impairment is anticipated to be lower among those younger than 55.
- Immobility or major mobility disorder: We will exclude those who were bedbound or unable to stand or ambulate with or without walking assistance (e.g., cane, walker) that prohibit them from performing the 40-foot walking test needed for the Fried Frailty Criteria.
- Pre-existing acute conditions: We will exclude those with acute or unstable conditions (e.g., fractures) that may significantly affect gait and balance, according to the judgement of clinical investigators. In addition, we will exclude those with any significant medical or psychiatric condition that, in the judgment of the investigators, would potentially interfere with the ability to participate in the study.
- Medication: Changes in medication regime unrelated to dementia or those taken temporarily that may affect balance and/or gait (e.g., narcotic, anxiety medication) based on judgement of our clinical investigators.
- Severe vision, aphasia, or healing problems: We will exclude those with major hearing, aphasia, or visual problems, which may limit their ability to complete patient-reported outcomes, complete the cognitive screening assessments, and may impact Dual Task physical activities. Those with corrected vision or hearing problems (e.g., using prescription glasses, hearing aids, etc.) will be included.
- Ongoing treatment: We will exclude those receiving active therapy (e.g., undergoing active chemotherapy or radiotherapy).
- Lack of capacity to consent.
- Other exclusion criteria include the inability to use telemedicine (e.g., no internet at home, severe visual or hearing problem, lack of caregiver support, etc.); inability or unwillingness to participate in scheduled in clinic visits (e.g., living farther than 30 miles from the clinic, unavailability of caregivers). We will also exclude those with significant cognitive impairment (MoCA score<16), severe dementia, severe apathy, severe aphasia or speaking problems, severe depression, those who are on hospice care or palliative care, those with severe pain, and with history of drug or alcohol abuse over the last six months. Finally, we will exclude those who are unable to communicate in English or are unlikely to fully comply with the follow-up protocol (e.g., long travel distance).
研究計画
研究はどのように設計されていますか?
デザインの詳細
コホートと介入
グループ/コホート |
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Cognitively Impaired
Adults with mild cognitive impairment diagnosis or a MoCA scoring of 25 or lower.
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Non-Cognitively Impaired
Adults without mild cognitive impairment diagnosis and MoCA scoring of 26 or higher
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この研究は何を測定していますか?
主要な結果の測定
結果測定 |
メジャーの説明 |
時間枠 |
|---|---|---|
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モントリオール認知評価 (MoCA)
時間枠:12ヶ月
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これは簡易的な全般的認知機能スクリーニング評価です。
スコアは0から30の範囲で、0はより悪い結果を表します。
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12ヶ月
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Dual Task physical activities changes from Baseline to 12 months
時間枠:12 months
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Changes in Dual Task physical activities such as gait duration, frequency, cadence, and step variability.
Likewise, speech phenotypes such as speech duration, rate, and pause during Dual Task as measured by PAMSys+
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12 months
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二次結果の測定
結果測定 |
メジャーの説明 |
時間枠 |
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Gait performance
時間枠:12 months
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At each site visits participants will wear LEGSys wearable sensors to collect 15-meter walk at habitual speed, fast speed, and dual task walking (walking while counting backward) The stride velocity unit is m/s.
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12 months
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Mobility performance
時間枠:12 months
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Mobility performance will be collected for duration of one week at each study visit using PAMSys+ to collect: posture duration (e.g., sitting, lying, standing, and walking), daily walking performance (e.g., step count, walking bout count), and postural transition (e.g., total number of sit-to-stand transition, average duration of sit-to-stand postural transition)
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12 months
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Lawton Instrumental Activities of Daily Living (IADL)
時間枠:12 months
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The Lawton Instrumental Activities of Daily Living (IADL) Scale is an 8-item questionnaire that evaluates an individual's ability to live independently.
The questionnaire is scored from 0 to 8, where 0 represents a worse outcome.
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12 months
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協力者と研究者
研究記録日
主要日程の研究
研究開始 (推定)
一次修了 (推定)
研究の完了 (推定)
試験登録日
最初に提出
QC基準を満たした最初の提出物
最初の投稿 (実際)
学習記録の更新
投稿された最後の更新 (実際)
QC基準を満たした最後の更新が送信されました
最終確認日
詳しくは
この情報は、Web サイト clinicaltrials.gov から変更なしで直接取得したものです。研究の詳細を変更、削除、または更新するリクエストがある場合は、register@clinicaltrials.gov。 までご連絡ください。 clinicaltrials.gov に変更が加えられるとすぐに、ウェブサイトでも自動的に更新されます。