Mild Cognitive ImpairmentIntuitionNCT05058950
An Observational Study Using Multimodal Sensors to Measure Cognitive Health in Adults and Distinguish Mild Cognitive Impairment From Normal Aging
An observational study of Mild Cognitive Impairment and Normal Aging, run by Biogen at 1 site in United States.
Trial summary
The primary objectives are to develop and validate a classifier using multimodal passive sensor data and metrics derived from normal iPhone and Apple Watch usage to distinguish individuals with normal cognition from those with mild cognitive impairment (MCI) and to develop and validate a cognitive wellness score that… Read more about this study
- Who is it for?
- Ages 21 to 86 yearsHealthy volunteers can take part
- Conditions the study is for
- Mild Cognitive Impairment, Normal Aging
- How many people
- 22,720 participants
- Where
- 1 siteUnited States
- Study dates
- 20 Sep 2021to 19 Sep 2023
- Phase
- Observational
- Are there results?
- None posted in the registry
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 21 to 86 years
- All sexes
- Healthy volunteers accepted
- Adult, Older adult
Study population: The study population include participants with or without mild cognitive impairment.
Who may be able to join
- Fluent in spoken and written English
- Minimum 8 years of education or 8th grade equivalent.
- Willing to authorize the use of confidential health information in accordance with applicable privacy regulations.
- Willing to wear an Apple Watch for daily use for the duration of the study.
- Willing to use their personal iPhone for routine daily use for the duration of the study.
- Technical requirements:
Show all 12Show fewer
- iPhone models: iPhone 8 or newer iOS versions: current publicly available iOS version
- Access to one of the following personal computing devices. Microsoft Windows based personal computers (laptops and desktops) Mac personal computers (laptops and desktops) Apple iPad tablets
- Access to WiFi or hardwired internet access in participant's place of residence.
- Active email address for enrollment account creation and for use in relaying study information.
- Active mobile telephone number for use in relaying study information when appropriate.
- Primary address within the United States (50 states and Washington, DC; not a post office (PO) box).
Who cannot join
- Inability to comply with study requirements.
- Any self-reported medical history of dementia (such as Alzheimer's disease, frontotemporal dementia, dementia with Lewy body, vascular dementia, rapidly progressive dementia, or Parkinson's disease dementia).
- Self-reported dependence on others to perform core activities of daily living, including feeding, dressing, bathing, toileting, or grooming.
- NOTE: Other protocol defined Inclusion/Exclusion criteria may apply.
Trial locations and contacts
1 site in 1 country.
United States1 site
Virtual App-Based Study
Cambridge, Massachusetts, 02142
About this study
The primary objectives are to develop and validate a classifier using multimodal passive sensor data and metrics derived from normal iPhone and Apple Watch usage to distinguish individuals with normal cognition from those with mild cognitive impairment (MCI) and to develop and validate a cognitive wellness score that tracks fluctuations in cognitive performance over time using multimodal passive sensor data and metrics derived from normal iPhone and Apple Watch usage.
- Conditions
- Mild Cognitive Impairment, Normal Aging
- Medical subject headings
- Cognitive Dysfunction
What participants receive
What participants receive. In a randomised study each person is assigned to one group by chance.
| Study group | Role | What they receive |
|---|---|---|
| Phenotyped in Research Objectively: Cognitively Normal | Participants with age ≥50 years and with a label of "cognitively normal" or its equivalent based on a clinical or research evaluation in the past 24 months will be enrolled virtually. | |
| Phenotyped in Research Objectively: MCI | Participants with age ≥50 years, with a label of "MCI" or its equivalent based on a clinical or research evaluation in the past 24 months will be enrolled virtually. | |
| Phenotyped in Research Objectively: Exploratory Biomarker | Participants with age ≥50 years, with documented positive result for an Alzheimer's disease biomarker, and with a label of "subjective cognitive complaints" or "cognitively normal" or its equivalent based on a clinical or research evaluation in the past 24 months will be enrolled virtually. | |
| Aging Across Adulthood: MCI | Participants with age ≥50 years, with a diagnosis of MCI, mild neurocognitive disorder (MND), or cognitively impaired, not demented (CIND) will be enrolled virtually from the community. | |
| Aging Across Adulthood: Subjective Cognitive Complaint | Participants with age ≥50 years and positive screen result from Cognitive Function Instrument (CFI) will be enrolled virtually from the community. | |
| Aging Across Adulthood: Cognitively Normal With Risk Factor For Dementia | Participants with age ≥60 years and self-reported history of a minimum of 2-4 risk factors for cognitive decline will be enrolled virtually from the community. | |
| Aging Across Adulthood: Cognitively Normal Without Risk Factors For Dementia | Participants with age ≥60 years having missing descriptor of minimal risk factors for cognitive decline will be enrolled virtually from the community. | |
| Aging Across Adulthood: Cognitively Normal | Participants with age 21 to 59 years will be enrolled virtually from the community. |
What is being measured
The primary outcome is the main question the study is designed to answer.
Sensitivity and Specificity of the Classifier in Distinguishing Between Individuals With and Without MCI
A classifier is a mathematical function that uses collected data to calculate the probability that an individual belongs in a given category. The reference standard for the classifier is clinical diagnosis of MCI in normal clinical care or in a research cohort.
Measured: Up to Month 23
Correlation Between the Cognitive Wellness Score and the Neuropsychological Testing Battery Score
To develop and validate a cognitive wellness score that tracks fluctuations in cognitive performance over time using multimodal passive sensor data and metrics derived from normal iPhone and Apple Watch usage.
Measured: Up to Month 23
Secondary outcomes (1)
Sensitivity and Specificity of the Classifier in Predicting Between Individuals Who Do and Do Not Develop MCI
A classifier is a mathematical function that uses collected data to calculate the probability that an individual belongs in a given category. The reference standard for the classifier is clinical diagnosis of MCI in normal clinical care or in a research cohort.
Measured: Up to Month 23
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted28 Sep 2021
- Study start20 Sep 2021
- Primary completion19 Sep 2023
- Study completion19 Sep 2023
Why it stopped: Study was terminated early as part of Biogen's ongoing research and development portfolio management efforts.
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Publications (1)Papers the sponsor has linked to this study.
- Other trials for Mild Cognitive ImpairmentStudies of the same condition, open and under way.
- More trials run by BiogenThe sponsor's other registered studies.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Observational
- Observational model
- Cohort
- Time perspective
- Prospective
- Enrolment
- 22,720 participants (actual)
Sponsor and investigators
- Lead sponsor
- Biogen
- Sponsor type
- Industry (pharma, biotech, devices)
- Collaborators
- Apple Inc.
- Responsible party
- Sponsor
- Investigators
- Medical Director, Study director, Biogen
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT05058950
- Sponsor's protocol ID
- 285PI401
- Acronym
- Intuition
- Status last verified
- Sep 2023
- First submitted
- 17 Sep 2021
- Last updated
- 21 Sep 2023
- Results posted
- No
- Data monitoring committee
- No
- FDA-regulated drug
- No
- FDA-regulated device
- No
- Individual data sharing
- Yes: In accordance with Biogen's Clinical Trial Transparency and Data Sharing Policy on https://www.biogentrialtransparency.com
Publications
Butler PM, Yang J, Brown R, Hobbs M, Becker A, Penalver-Andres J, Syz P, Muller S, Cosne G, Juraver A, Song HH, Saha-Chaudhuri P, Roggen D, Scotland A, Silveira N, Demircioglu G, Gabelle A, Hughes R, Erkkinen MG, Langbaum JB, Lingler JH, Price P, Quiroz YT, Sha SJ, Sliwinski M, Porsteinsson AP, Au R, Bianchi MT, Lenyoun H, Pham H, Patel M, Belachew S. Smartwatch- and smartphone-based remote assessment of brain health and detection of mild cognitive impairment. Nat Med. 2025 Mar;31(3):829-839. doi: 10.1038/s41591-024-03475-9. Epub 2025 Mar 4.
PubMed 40038507
Study at a glance
From the registry record, last updated by the sponsor on 21 Sep 2023. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- An Observational Study Using Multimodal Sensors to Measure Cognitive Health in Adults and Distinguish Mild Cognitive Impairment From Normal Aging
- ClinicalTrials.gov ID
- NCT05058950
- Acronym / sponsor ID
- Intuition / 285PI401
- Conditions
- Mild Cognitive Impairment, Normal Aging
- Study type
- Observational
- Recruitment status
- TerminatedReason stopped: Study was terminated early as part of Biogen's ongoing research and development portfolio management efforts.
- Enrolment
- 22,720 participants (actual)
- Lead sponsor
- BiogenIndustry (pharma, biotech, devices)
- Collaborators
- Apple Inc.
- Study start
- 20 Sep 2021 (actual)
- Primary completion
- 19 Sep 2023 (actual)
- Study completion
- 19 Sep 2023 (actual)
- First posted
- 28 Sep 2021 (actual)
- Results
- Not posted in the source record
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
The primary objectives are to develop and validate a classifier using multimodal passive sensor data and metrics derived from normal iPhone and Apple Watch usage to distinguish individuals with normal cognition from those with mild cognitive impairment (MCI) and to develop and validate a cognitive wellness score that tracks fluctuations in cognitive performance over time using multimodal passive sensor data and metrics derived from normal iPhone and Apple Watch usage.
Study design
- Observational model
- Cohort
- Time perspective
- Prospective
- Number of arms
- 8
| Arm | Type | Receives |
|---|---|---|
| Phenotyped in Research Objectively: Cognitively Normal | – | –Participants with age ≥50 years and with a label of "cognitively normal" or its equivalent based on a clinical or research evaluation in the past 24 months will be enrolled virtually. |
| Phenotyped in Research Objectively: MCI | – | –Participants with age ≥50 years, with a label of "MCI" or its equivalent based on a clinical or research evaluation in the past 24 months will be enrolled virtually. |
| Phenotyped in Research Objectively: Exploratory Biomarker | – | –Participants with age ≥50 years, with documented positive result for an Alzheimer's disease biomarker, and with a label of "subjective cognitive complaints" or "cognitively normal" or its equivalent based on a clinical or research evaluation in the past 24 months will be enrolled virtually. |
| Aging Across Adulthood: MCI | – | –Participants with age ≥50 years, with a diagnosis of MCI, mild neurocognitive disorder (MND), or cognitively impaired, not demented (CIND) will be enrolled virtually from the community. |
| Aging Across Adulthood: Subjective Cognitive Complaint | – | –Participants with age ≥50 years and positive screen result from Cognitive Function Instrument (CFI) will be enrolled virtually from the community. |
| Aging Across Adulthood: Cognitively Normal With Risk Factor For Dementia | – | –Participants with age ≥60 years and self-reported history of a minimum of 2-4 risk factors for cognitive decline will be enrolled virtually from the community. |
| Aging Across Adulthood: Cognitively Normal Without Risk Factors For Dementia | – | –Participants with age ≥60 years having missing descriptor of minimal risk factors for cognitive decline will be enrolled virtually from the community. |
| Aging Across Adulthood: Cognitively Normal | – | –Participants with age 21 to 59 years will be enrolled virtually from the community. |
Who may qualify
- Ages
- 21 to 86 years
- Sex
- All
- Healthy volunteers
- Accepted
- Age groups
- Adult, Older adult
- Study population
- The study population include participants with or without mild cognitive impairment.
Key inclusion criteria (12 listed)
- Fluent in spoken and written English
- Minimum 8 years of education or 8th grade equivalent.
- Willing to authorize the use of confidential health information in accordance with applicable privacy regulations.
- Willing to wear an Apple Watch for daily use for the duration of the study.
- Willing to use their personal iPhone for routine daily use for the duration of the study.
Key exclusion criteria (4 listed)
- Inability to comply with study requirements.
- Any self-reported medical history of dementia (such as Alzheimer's disease, frontotemporal dementia, dementia with Lewy body, vascular dementia, rapidly progressive dementia, or Parkinson's disease dementia).
- Self-reported dependence on others to perform core activities of daily living, including feeding, dressing, bathing, toileting, or grooming.
- NOTE: Other protocol defined Inclusion/Exclusion criteria may apply.
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Primary outcome
Sensitivity and Specificity of the Classifier in Distinguishing Between Individuals With and Without MCI
Time frame: Up to Month 23
A classifier is a mathematical function that uses collected data to calculate the probability that an individual belongs in a given category. The reference standard for the classifier is clinical diagnosis of MCI in normal clinical care or in a research cohort.
Correlation Between the Cognitive Wellness Score and the Neuropsychological Testing Battery Score
Time frame: Up to Month 23
To develop and validate a cognitive wellness score that tracks fluctuations in cognitive performance over time using multimodal passive sensor data and metrics derived from normal iPhone and Apple Watch usage.
1 secondary outcome
Sensitivity and Specificity of the Classifier in Predicting Between Individuals Who Do and Do Not Develop MCI
Time frame: Up to Month 23
Results and safety
The study was stopped early (reason given: Study was terminated early as part of Biogen's ongoing research and development portfolio management efforts.). Results are not available in the source record.
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 21 Sep 2023.
- Derived from this study: PubMed 40038507Butler PM, Yang J, Brown R, Hobbs M, Becker A, Penalver-Andres J, Syz P, Muller S, Cosne G, Juraver A, Song HH, Saha-Chaudhuri P, Roggen D, Scotland A, Silveira N, Demircioglu G, Gabelle A, Hughes R, Erkkinen MG, Langbaum JB, Lingler JH, Price P, Quiroz YT, Sha SJ, Sliwinski M, Porsteinsson AP, Au R, Bianchi MT, Lenyoun H, Pham H, Patel M, Belachew S. Smartwatch- and smartphone-based remote assessment of brain health and detection of mild cognitive impairment. Nat Med. 2025 Mar;31(3):829-839. doi: 10.1038/s41591-024-03475-9. Epub 2025 Mar 4.
- For additional information about the study: https://www.intuitionstudy.com/Link provided by the sponsor.
- To download the app: https://apps.apple.com/us/app/intuition-brain-health-study/id1574756244?form=MY01SV\&OCID=MY01SVLink provided by the sponsor.
- Individual participant dataSharing planned: Yes. In accordance with Biogen's Clinical Trial Transparency and Data Sharing Policy on https://www.biogentrialtransparency.com
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part. This study is not recruiting at the moment.
Medical Director study director
Biogen
1 site in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
An observational study of Mild Cognitive Impairment and Normal Aging, run by Biogen at 1 site in United States.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 12 inclusion and 4 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: stopped early, as of the sponsor's last update on 21 Sep 2023. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 1 site in United States. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
The study was stopped early (reason given: Study was terminated early as part of Biogen's ongoing research and development portfolio management efforts.). Results are not available in the source record.
How can a doctor refer a patient or contact the research team?
The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
Sensitivity and Specificity of the Classifier in Distinguishing Between Individuals With and Without MCI (time frame: Up to Month 23). The study lists 2 primary outcomes in all. It is what the study was designed to measure, not a finding.
Where can I read the original study information?
On the ClinicalTrials.gov record for NCT05058950, which also lists 1 linked publication.
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 21 Sep 2023.