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Prior-informed conditional Gaussian graphical models: an application to protein interaction network reconstruction

Protein-protein interaction (PPI) networks, estimated from high-throughput omics data, foster biomarker discovery and precision medicine. Gaussian graphical models (GGMs) offer a principled reconstruc...

👤 Alessia Mapelli | Michela Carlotta Massi... 📰 arXiv 📅 2026 👁 200 📚 22

Advancing the Resolution of the Sulfur Compound Disproportionation Puzzle in Dissulfuribacter Thermophilus S69ᵀ Through Quantitative Label-Free Comparative Proteomics.

In deep-sea hydrothermal vents, sulfur compounds are central for microbial bioenergetics. Despite its significant impact on the global sulfur cycle, anaerobic sulfur compound disproportionation remain...

👤 Fernandez Marilina, Schoepp-Cothenet Bar... 📰 未知期刊 📅 2026 👁 48 📚 9

Valid Inference with Synthetic Data via Task Exchangeability

There is a proliferation of work arguing for the use of synthetic data in scientific research. For example, social scientists are arguing for the use of LLM-generated "silicon samples" in pilot studie...

👤 Lezhi Tan | Tijana Zrnic 📰 arXiv 📅 2026 👁 191 📚 6

Anti-Neuroinflammatory Naphtho-γ-Pyrones from a Deep-Sea-Derived Fungus Aspergillus niger 3A00562.

Inhibition of inflammation and oxidative stress is increasingly recognized as a promising therapeutic strategy for neurodegenerative diseases. In this study, we isolated two new dimeric naphtho-γ-pyro...

👤 Xu Zi-Han, Zou Zheng-Biao, Wang Chun-Xiu... 📰 Marine Drugs 📅 2026 👁 29 📚 6
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