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#small language model Open access Oct 2026

TraSPIN: inferring transporter specificity through language model-guided graph learning

Membrane transporters mediate cellular chemical exchange, yet their substrate specificities remain poorly characterized, with experimental studies constrained by the instability of membrane proteins. Existing computational tools often target narrow substrate classes or fail to generalize to distant homologs. We present...

Tong Pan, Jie Liu, Jing Xu et al. · 0 citations
#protein folding Open access Sep 2026

Micro-nano bubble pretreatment differentially regulates gel properties and flavor of lamb meat via fermentation and lipolysis

This study explored the effects of micro-nano bubble (MNB) pretreatment combined with Lactiplantibacillus plantarum (Lp) fermentation or lipase (Lip) hydrolysis on lamb meat quality, gel properties, and flavor. SEM revealed that MNB loosened muscle fibers and increased porosity, while FT-IR indicated that MNB alone did...

Meijuan Xu, Xinfeng Yue, Yuxian Liu et al. · 0 citations

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