2 papers3 findings
Lifespan
upin killifish2mixedin killifish1
Behavior is associated with lifespan in killifish.
“The behaviors of long-lived animals differed markedly from those of short-lived animals, even relatively early in life”
Animals
Lifelong behavioral screen reveals an architecture of vertebrate aging
Science (New York, N.Y.)12 Mar 2026
Behavior predicts lifespan in killifish.
“Machine-learning models accurately inferred age and even forecasted an individual's future lifespan, given only behavior at a young age.”
Animals
Lifelong behavioral screen reveals an architecture of vertebrate aging
Science (New York, N.Y.)12 Mar 2026
Behavior predicts lifespan in killifish.
“Machine learning models accurately predicted age and even forecasted an individual's future lifespan, given only behavior at a young age.”
Animals
Life-long behavioral screen reveals an architecture of vertebrate aging
bioRxiv : the preprint server for biology23 Nov 2025Preprint
Against the favourable pattern, the poorer pattern had hazard ratios of 1.23, 2.05 and 1.61, comparing cancer risk over time across three cohorts.Against the favourable pattern, the poorer pattern had hazard ratios of 1.23, 2.05 and 1.61, comparing cancer risk over time across three cohorts.