Long-lived species achieve longevity through network redundancy, not single-pathway optimization

We search for longevity genes and find mTOR, IIS, AMPK. But no single pathway explains the 200-year lifespan of bowhead whales or the negligible senescence of hydra.

The hypothesis: extreme longevity emerges from network-level redundancy—multiple overlapping mechanisms that compensate when any single pathway fails.