Science

Stanford-led study identifies metabolic differences explaining survival patterns in Permian-Triassic mass extinction

Physiological experiments and modelling have revealed why brachiopods suffered far higher extinction rates than molluscs as oceans warmed and lost oxygen 252 million years ago. The findings illuminate how differences in temperature-dependent hypoxia tolerance drove a lasting shift in marine ecosystems.
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AI-generated image: Stanford-led study identifies metabolic differences explaining survival patterns in Permian-Triassic mass extinction
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Intelligent summary
  • Stanford-led research published in PNAS on 6 July 2026 used respirometry experiments and metabolic modelling to link temperature-dependent hypoxia tolerance to the higher extinction rates of brachiopods versus molluscs during the end-Permian crisis.
  • Paleozoic fauna exhibited stronger temperature sensitivity in oxygen demand, leading to greater predicted habitat loss that matches fossil extinction patterns and the subsequent dominance of Modern marine groups.
  • The findings emphasise physiological differences rather than competition as the driver of the fauna shift, while adding new experimental data on understudied taxa without overclaiming predictive power for modern oceans.

A Stanford University-led study has pinpointed differences in how marine animals handle oxygen scarcity as water temperatures rise. Published on 6 July 2026 in the Proceedings of the National Academy of Sciences, the research offers a clear physiological explanation for the uneven survival seen during the end-Permian mass extinction.

Around 252 million years ago, rapid global climate change warmed the oceans, stripped them of dissolved oxygen and increased acidity. Brachiopods and other members of the Paleozoic fauna experienced much higher extinction rates than bivalves, gastropods and the groups that now dominate modern seas.

The team combined direct respirometry experiments on living representatives of these ancient lineages with biogeographic data and trait-based modelling of metabolic oxygen balance. They found that species from the Paleozoic fauna show a stronger temperature dependence of hypoxia than those from the Modern fauna.

Simulations driven by this physiological contrast predict greater loss of aerobic habitat for the older groups. Those predictions match the observed intensity and selectivity of the extinctions.

Temperature-dependent hypoxia as the primary kill mechanism

The study concludes that temperature-dependent hypoxia accounts for the magnitude, biogeography and taxonomic selectivity of the end-Permian event. Differences in average physiological tolerances across taxonomy and functional ecology, rather than direct competition, appear to have driven the permanent replacement of Paleozoic dominance by Modern fauna in marine ecosystems.

This work adds substantially to the physiological data available for understudied yet ecologically important marine taxa. It moves beyond fossil occurrence records alone by testing living animals under controlled conditions that mimic the ancient stressors.