Semi-supervised prediction of protein fitness for data-driven protein engineering. [PDF]
Olivares-Gil A +5 more
europepmc +1 more source
Aquaporin‐3 and aquaporin‐5 impact the development of pancreatic ductal adenocarcinoma spheroids
Schematic representation of the role of aquaporin‐3 (AQP3) and aquaporin‐5 (AQP5) in pancreatic ductal adenocarcinoma (PDAC). Both proteins are upregulated in PDAC and are associated with tumor progression and metastatic potential. Silencing AQP3 or AQP5 in PDAC spheroids results in decreased diameter, area, and overall growth, underscoring their key ...
Catarina Pimpão +3 more
wiley +1 more source
PRIME, a temperature-guided language model revolutionizes protein engineering. [PDF]
Yu Y, Wang Q, Zou Y.
europepmc +1 more source
Directed evolution of enzymes at the crossroads of tradition and innovation
An iterative cycle of data‐driven enzyme optimization comprising four stages: genetic diversification of a template enzyme, expression of protein variants, high‐throughput evaluation, and machine‐learning‐guided redesign of the next variant library.
Maria Tomkova +2 more
wiley +1 more source
Protein engineering strategies to optimise recombinant product synthesis and accumulation in Nicotiana benthamiana. [PDF]
Harding MD, Sainsbury F.
europepmc +1 more source
TisIBP8, a fungal‐derived hyperactive ice‐binding protein, helps Caenorhabditis elegans survive dehydration. It localizes near cell membranes, reduces cell damage, and helps maintain membrane structure during drying. These results suggest that ice‐binding proteins can protect cells from dehydration stress as well as freezing stress.
Daiki Shimose +9 more
wiley +1 more source
Results of the Protein Engineering Tournament: An Open Science Benchmark for Protein Modeling and Design. [PDF]
Armer C +11 more
europepmc +1 more source
Enhanced rational protein engineering to reduce viscosity in high-concentration IgG1 antibody solutions. [PDF]
Lefevre TJ +6 more
europepmc +1 more source
An update on thermostable keratinases for protein engineering against feather pollutants. [PDF]
J L BJ, Dhanasingh I.
europepmc +1 more source
Protein engineering using variational free energy approximation. [PDF]
Lobzaev E +3 more
europepmc +1 more source

