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.