Qiuyun Jiang

This paper introduces AMPHORA, a pathogen-conditioned generator of antimicrobial peptides, showing that incorporating pathogen-specific features improves peptide design and potency.

The paper constructs a deep-sea small protein atlas, identifies noncanonical antimicrobial peptides, and demonstrates their antimicrobial efficacy and non-lytic mechanisms.

This study identifies cold seeps as significant nitrogen-loss hotspots, revealing diverse microbial communities and active nitrogen-loss genes across multiple phyla.