Cross-Sectional Study for an Ocular Imaging-Based Predictive Model of Inflammatory Skin Diseases Grounded in Traditional Chinese Medicine
1 other identifier
observational
950
0 countries
N/A
Brief Summary
This study is a cross-sectional, observational investigation designed to develop and validate a noninvasive ocular imaging-based predictive model for major inflammatory skin diseases, including psoriasis, atopic dermatitis, and urticaria. Grounded in Traditional Chinese Medicine (TCM) ocular diagnostic theory and integrated with advanced computer vision techniques, the study aims to establish objective, quantifiable biomarkers derived from scleral and bulbar conjunctival images. Approximately 950 participants (patients with psoriasis, atopic dermatitis, urticaria, and healthy controls) will be recruited from a tertiary academic hospital. Standardized high-resolution ocular images will be collected alongside comprehensive clinical, demographic, and comorbidity data. Disease severity will be assessed using validated clinical scoring systems (e.g., PASI, EASI, UAS7, DLQI). Image analysis will combine traditional radiomics feature extraction with deep learning architectures, including a Vision State-Space (VMamba) module for global-local feature representation and a Multi-Gate Mixture-of-Experts (MMoE) framework for multi-task learning. The model is designed to simultaneously perform disease classification and predict comorbidity risks (such as metabolic syndrome, hepatic insulin resistance, and recurrence risk). Primary outcomes include characterization of ocular feature patterns associated with inflammatory skin diseases. Secondary outcomes include correlations between ocular image-derived features and clinical severity indices. Model performance will be evaluated using ROC curves, AUC, calibration analysis, and decision curve analysis. This study aims to provide an objective, digitalized, and clinically applicable ocular biomarker framework to support early diagnosis, risk stratification, and comorbidity screening in inflammatory skin diseases.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Mar 2026
Typical duration for all trials
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
February 19, 2026
CompletedFirst Posted
Study publicly available on registry
February 25, 2026
CompletedStudy Start
First participant enrolled
March 5, 2026
CompletedPrimary Completion
Last participant's last visit for primary outcome
March 5, 2028
ExpectedStudy Completion
Last participant's last visit for all outcomes
May 25, 2028
February 25, 2026
February 1, 2026
2 years
February 19, 2026
February 19, 2026
Conditions
Outcome Measures
Primary Outcomes (1)
A TCM ocular diagnostic feature spectrum
A TCM ocular diagnostic feature spectrum: overall prevalence and pattern combinations of ocular features in the psoriasis group. Incidence rates of characteristic ocular change
2026.03.05-2028.03.05
Secondary Outcomes (1)
Correlations (Spearman's rho) between ocular feature scores and clinical severity scales
2026.03.05-2028.03.05
Study Arms (4)
Psoriasis subjects
Atopic dermatitis subjects
Urticaria subjects
Healthy controls
Interventions
During the study visit investigators will conduct face-to-face interviews and collect the questionnaire data, with confirmation from family members where appropriate.
Eligibility Criteria
As an exploratory cross-sectional study involving high-dimensional image-omics modeling, we plan to enlarge the sample size. We intend to recruit 200 cases each of psoriasis, atopic dermatitis, and urticaria, and 150 healthy controls. The dataset will be split into training and internal validation sets at an 8:2 ratio. An external independent validation cohort of 200 subjects is planned. The total sample size is therefore approximately 950 participants.
You may qualify if:
- For patients with inflammatory skin disease:
- Clinical diagnosis of one of the three target inflammatory skin diseases (psoriasis, atopic dermatitis, or urticaria).
- Age ≥ 18 and ≤ 65 years, any sex.
- Understands and signs informed consent.
- For healthy controls:
- Do not meet diagnostic criteria for any of the three inflammatory skin diseases above.
- Age ≥ 18 and ≤ 65 years, any sex.
- Understands and signs informed consent.
You may not qualify if:
- For patients with inflammatory skin disease:
- Exclude any subject meeting any of the following:
- Refusal to undergo examinations.
- Presence of acute/active infectious ocular disease (e.g., viral keratoconjunctivitis).
- Corneal perforation or high-risk perforation where contact procedures cause severe photophobia, eye pain, inability to keep eyes open or fixate.
- Nystagmus or other conditions that prevent fixation.
- Pupillary non-dilation (e.g., posterior synechiae) that precludes fundus imaging.
- Severe eyelid lesions (e.g., marked swelling, ectropion, entropion) that prevent globe exposure.
- Participation in other clinical trials within the previous 3 months or concurrent participation in other interventional studies.
- Exclude any subject meeting any of the following:
- Presence of other skin diseases that could affect study assessments (e.g., atopic dermatitis, urticaria, scabies).
- Refusal to undergo examinations.
- Acute/active infectious ocular disease (e.g., viral keratoconjunctivitis).
- Corneal perforation or high-risk perforation that causes severe photophobia, eye pain, inability to keep eyes open or fixate during contact procedures.
- Nystagmus or other reasons preventing fixation.
- +2 more criteria
Contact the study team to confirm eligibility.
Sponsors & Collaborators
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- OTHER
- Time Perspective
- CROSS SECTIONAL
- Target Duration
- 1 Day
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
February 19, 2026
First Posted
February 25, 2026
Study Start
March 5, 2026
Primary Completion (Estimated)
March 5, 2028
Study Completion (Estimated)
May 25, 2028
Last Updated
February 25, 2026
Record last verified: 2026-02
Data Sharing
- IPD Sharing
- Will not share