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Proteome-Wide Association and LLM-Based Prioritization of Type 2 Diabetes Protein Targets
Sponsor: Louisiana State University Health Sciences Center in New Orleans
Summary
Type 2 diabetes is a common condition in which the body has difficulty controlling blood sugar. This study will use existing genetic, protein, and health data from prior research studies to identify blood proteins that may play a role in type 2 diabetes. The study will not recruit participants, provide treatment, or collect new samples. Researchers will use computer-based analyses to identify and prioritize protein targets for future laboratory and clinical research. The goal is to support the development of better approaches for understanding, preventing, and treating type 2 diabetes.
Official title: Integrative Proteome-Wide Association Study and Large Language Model-Based Prioritization of Causal Protein Targets of Type 2 Diabetes
Key Details
Gender
All
Age Range
40 Years - 84 Years
Study Type
OBSERVATIONAL
Enrollment
31994
Start Date
2026-09-15
Completion Date
2027-08-02
Last Updated
2026-09-28
Healthy Volunteers
Yes