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Bayesian covariance regression for differential network analysis of zero-inflated microbiome data

Microbial interaction networks can rewire in response to host and environmental factors, yet most existing methods for network estimation treat the covariance structure as static across samples. We pr...

👤 Zichun Xu | Jing Ma 📰 未知期刊 📅 2026 👁 110 📚 30

Methanotrophic community structure and metabolic potential in the sulfate-methane transition zone of the ARAON mounds, Arctic Chukchi Sea.

Anaerobic oxidation of methane (AOM) mediated by archaea is a pivotal process for methane consumption in gas seepage-associated sediments. Despite its importance in regulating methane flux, the ecolog...

👤 Jeon Jehyun, Lee Dong-Hun, Kim Ji-Hoon, ... 📰 未知期刊 📅 2026 👁 33 📚 3

Molecules, microbes, and function: synchronizing depth-resolved molecular and microbial time series at BATS.

The marine dissolved organic matter (DOM) pool is one of Earth's largest carbon reservoirs and a critical regulator of global carbon flux, yet the microbe-molecule interactions governing it remain lar...

👤 Rappé Michael S 📰 未知期刊 📅 2026 👁 40 📚 2

Water mass specific genes dominate the Southern Ocean microbiome.

The Southern Ocean (SO) plays a key role in regulating global biogeochemical cycles and climate, yet microbial genes sustaining its biological activity remain poorly characterized. We introduce a micr...

👤 Faure Emile, Pommellec Jolann, Noel Cyri... 📰 未知期刊 📅 2026 👁 17 📚 0
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