New AI tool predicts how microbes survive in Earth’s saltiest habitats
Peer-Reviewed Publication
Updates every hour. Last Updated: 19-Oct-2026 16:16 ET (19-Oct-2026 20:16 GMT/UTC)
Researchers have developed SuSha, a multi-model ensemble learning tool that predicts a microorganism's salt tolerance directly from its genome. Trained on the amino acid composition of 123 bacterial and archaeal species and validated on 2,678 metagenomes from freshwater, marine, and hypersaline habitats worldwide, SuSha achieved over 90% accuracy for extreme halophiles. It offers a powerful way to study the more than 81% of microbes that cannot be cultured in the lab.
Carbonate cerium and neodymium isotope records from South China show that low-oxygen waters invaded shallow habitats twice during the Late Ordovician Mass Extinction, with a brief recovery between the two pulses. Earth-system models suggest that rapid climate swings reorganized continental weathering and nutrient delivery, amplifying marine oxygen loss and ecological stress.
Scientists have discovered a previously unknown microorganism, which has the smallest genome ever found, that is possibly able to replicate and express its own genetic information.
The microorganism belongs to the archaea, a group of single-celled organisms that are fundamentally different to bacteria.
The microbe is named Candidatus Sukunaarchaeum mirabile, or Sukunaarchaeum for short, in honour of a small Japanese god. It has an unusually small genome but despite this, Sukunaarchaeum still contains the genes needed to copy its DNA and use its genetic information to make proteins.
Polar oceans may play an important role in storing carbon and supporting biodiversity, but current science and policy frameworks are not yet ready to fully recognize their potential.
That is the conclusion of a new review published in Global Change Biology by an international team of polar scientists from the Horizon Europe project POMP — Polar Ocean Mitigation Potential.
Precipitation plays an important role in glaciers and ice sheet behaviour. To establish the relationship between atmospheric climate variation, precipitation patterns and glacier and ice sheet behaviour beyond the observable past, a new MARUM-led study created a precipitation record for southern Greenland. The authors found that positive North Atlantic Oscillation (NAO) phases over at least the last circa 5,000 years consistently resulted in cooler but wetter conditions over southern Greenland. This in turn likely influenced local glacier advance or retreat, as well as the mass of the glaciers themselves. Their findings are now published in Nature Communications.
Two new studies led by UC San Diego’s Scripps Institution of Oceanography reveal how underwater acoustic enrichment — the playback of sounds from healthy reefs — can help spur the recovery of degraded coral reefs and their fish communities.