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Pathway Enrichment

Once protein-level sensitivity is computed, the system aggregates responses at the pathway or module level.

Two complementary approaches

1. Effect size aggregation

For each pathway:

  • Mean NSS
  • Median NSS
  • Upper quantile (top responders)
  • Number of proteins

This captures how strongly a pathway responds overall.

2. Statistical enrichment

Two statistical frameworks are used:

  • Fisher’s exact test for binary hit sets
  • Mann–Whitney U test for continuous scores

Both are corrected using Benjamini–Hochberg FDR.

Why both methods

  • Binary enrichment identifies strong responders
  • Continuous enrichment detects subtle but consistent shifts

Using both provides a more complete view.

Interpretation

  • Enriched pathways indicate coordinated NADPH sensitivity
  • High NSS pathways often correspond to:
    • redox systems
    • metabolic hubs
    • cofactor-dependent enzymes

This step moves analysis from individual proteins to biological systems.