Figure 1

The design and structure of MOI. This schematic diagram comprehensively portrays MOI’s design and structure, elucidating its fundamental constituents and organizational schema. Data Acquisition: The raw data utilized in this study were sourced from the Gene Expression Omnibus (GEO) database, adhering to stringent inclusion criteria to ensure data quality and relevance. Data Integration: At the core of MOI lies a robust data integration pipeline that harmonizes disparate multi-omics datasets from diverse origins into a cohesive and standardized repository. Database Construction: The integrated multi-omics data are housed within a meticulously structured database architecture developed with MySQL, PHP, NGINX, Bootstrap, and so on, facilitating efficient data management, retrieval, and manipulation. User Interface: MOI boasts an intuitive user interface designed to streamline user interaction and enable seamless navigation across its functionalities. The user interface provides intuitive access to many tools and features, including data querying, analysis tools, and visualization modules.