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A clinical study using machine learning methods based on multimodal brain imaging to evaluate the effects of insomnia and sleep deprivation on brain structure and function

A clinical study using machine learning methods based on multimodal brain imaging to evaluate the effects of insomnia and sleep deprivation on brain structure and function

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600129573
Enrollment
Unknown
Registered
2026-08-06
Start date
2025-08-02
Completion date
Unknown
Last updated
2026-08-10

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Sleep deprivation, insomnia

Interventions

Sponsors

The Second Affiliated Hospital of Nanchang University
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: 1. Healthy control group and acute SD group healthy subjects: (1) Sleep: Good sleep habits, falling asleep in less than 30 minutes, with no frequent nighttime awakenings or early waking; (2) Diet: Regular eating habits, measured using Fitbit Flex tracker and sleep diary; (3) Medication use: No use of stimulants, hypnotics, or psychoactive drugs during the study and in the previous 3 months; (4) Psychological assessment: Pittsburgh Sleep Quality Index (PSQI) score below 5, Hamilton Depression Rating Scale (HAMD) and Hamilton Anxiety Rating Scale (HAMA) scores below 7; (5) Handedness: All participants are right-handed. 2. Chronic insomnia group: (1) Patients meet the relevant diagnostic criteria of the International Classification of Sleep Disorders, 2nd edition; (2) Insomnia lasting more than 1 year; (3) Pittsburgh Sleep Quality Index (PSQI) score above 5; (4) Sleep diary maintained for more than 2 weeks; (5) Patients report total sleep time 45 minutes; 2) Wake after sleep onset > 45 minutes; 3) Total wake time during sleep (sleep latency + wake after sleep onset) > 60 minutes.

Exclusion criteria

Exclusion criteria: 1. Pathological brain MRI results; 2. Congenital or acquired diseases; 3. Presence of foreign implants in the body; 4. BMI of 32 or =30 minutes; 11. History of drug or alcohol dependence; currently smoking more than 10 cigarettes per day; 12. Drinking 20 cups of caffeinated beverages or strong tea per day.

Design outcomes

Primary

MeasureTime frame
MRI-related data;

Countries

China

Contacts

Public ContactXijian Dai

The Second Affiliated Hospital of Nanchang University

daixjdoctor@126.com+86 13755756959

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Aug 25, 2026