A structured workflow for integrating multiple biological data layers into interpretable analytical systems.
7.1 System Path
Code
flowchart TD A[Multi-source biological data<br/>Transcriptomics + Microbiome + Clinical Metadata] B[Data Harmonization] C[Feature Integration] D[Modeling] E[Interpretation] F[Reporting] A --> B B --> C C --> D D --> E E --> F style A fill:#dbeafe,stroke:#2563eb,stroke-width:2px,color:#0f172a style B fill:#e0f2fe,stroke:#0284c7,stroke-width:2px,color:#0f172a style C fill:#ecfeff,stroke:#0891b2,stroke-width:2px,color:#0f172a style D fill:#f5f3ff,stroke:#7c3aed,stroke-width:2px,color:#0f172a style E fill:#ecfccb,stroke:#65a30d,stroke-width:2px,color:#0f172a style F fill:#f0fdf4,stroke:#16a34a,stroke-width:2px,color:#0f172a
flowchart TD
A[Multi-source biological data<br/>Transcriptomics + Microbiome + Clinical Metadata]
B[Data Harmonization]
C[Feature Integration]
D[Modeling]
E[Interpretation]
F[Reporting]
A --> B
B --> C
C --> D
D --> E
E --> F
style A fill:#dbeafe,stroke:#2563eb,stroke-width:2px,color:#0f172a
style B fill:#e0f2fe,stroke:#0284c7,stroke-width:2px,color:#0f172a
style C fill:#ecfeff,stroke:#0891b2,stroke-width:2px,color:#0f172a
style D fill:#f5f3ff,stroke:#7c3aed,stroke-width:2px,color:#0f172a
style E fill:#ecfccb,stroke:#65a30d,stroke-width:2px,color:#0f172a
style F fill:#f0fdf4,stroke:#16a34a,stroke-width:2px,color:#0f172a