Here is the complete **Stage 2** implementation for the **`testing.html`** frontend. This update resolves the visual bugs, eliminates the rendering memory leaks, adds robust input cleaning, fixes the Plotly chart scaling, and completely overhauls the TSV export so that the critical scientific math (p-values) is actually saved to your computer. You can copy and replace your existing `testing.html` file with this: ```html GeneInsights - Overlap & Enrichment Dashboard

GeneInsights

Network & Enrichment Dashboard

Full Pipeline Analysis - Set Logic, Hypergeometric Enrichment, Network Connectivity, and Physical Protein Cross-talk in a single unified view.

Up-regulated Genes (Ensembl IDs)

Down-regulated Genes (Ensembl IDs)

Crunching math and rendering networks...

```

GeneInsights

Results Dashboard

1. Overlap Analysis (Set Theory)

Unique to Up

Shared Terms

Unique to Down

2. Pathway Significance & Intensity

3. Gene-Concept Network (CNET)

4. Protein-Protein Interactions (PPI)

Internal (Up-regulated)

Cross-talk

Internal (Down-regulated)