Spatial organization underpins efficient multistep catalysis in nature, yet recreating such organization on living cell surfaces using mild, enzyme-compatible and catalytically functional materials remains challenging. Here we report an l-cysteine-triggered silk fibroin/lysozyme ultrathin film (SLF) that assembles directly on living microbial cells as a catalytic surface layer. SLF forms continuous nanoscale coatings on Saccharomyces cerevisiae, Gluconobacter oxydans and Escherichia coli Nissle 1917. Spectroscopic and structural analyses show that film formation proceeds through electrostatic complexation, restricted conformational rearrangement, increased hydrophobic exposure, β-sheet-rich ordering and network formation, rather than simple deposition. The coating maintains cell viability, enhances stress tolerance and provides size-selective permeability for small-molecule transport. SLF also incorporates exogenous enzymes efficiently during assembly. As a proof of concept, ω-transaminase-integrated SLF on G. oxydans couples host glycerol oxidation with surface transamination, enabling one-pot conversion of glycerol to serinol with a titer of 2.7 g L–1 within 12 h, up to 37-fold higher than a stepwise process. This work establishes ultrathin protein films as living catalytic interfaces for single-cell biocatalyst design and cascade biomanufacturing.
The comparison of adopter and non-adopter sample reveals three potential adoption inhibitor, security, data privacy, and portability, which underlines the importance of the technical and security perspectives for research investigating the adoption of technology.
Nattakarn Phaphoom, Xiaofeng Wang, S. Samuel et al.· Journal of Systems and Softw...· 111 citations· ⚡8
This study investigates how Lean internal startup facilitates software product innovation in large companies and identifies its enablers and inhibitors, and shows the potential of the method-in-action framework to investigate the Lean startup approach in non-startup context.
Henry Edison, Nina M. Smørsgård, Xiaofeng Wang et al.· Journal of Systems and Softw...· 78 citations· ⚡6
This paper highlights the challenges to conduct proper affect-related studies with psychology, provides a comprehensive literature review in affect theory, and proposes guidelines for conducting psychoempirical software engineering.
D. Graziotin, Xiaofeng Wang, P. Abrahamsson· SSE@SIGSOFT FSE· 56 citations· ⚡4
This study conducts a multiple case study on twenty European software startups and proposes a prototype-centric learning model in early stage software startups, and identifies factors that occur as barriers but also facilitators for prototyping in earlystage software startups.
Anh Nguyen-Duc, Xiaofeng Wang, P. Abrahamsson· International Conference on...· 44 citations· ⚡5
It is demonstrated that linker-free PROTACs can outperform traditional designs, marking a paradigm shift in PROTAC development for targeted protein degradation.
Pinal, a 16-billion-parameter foundation model that produces protein candidates from natural-language functional descriptions, supports natural language as a high-level interface for candidate generation in protein design, enabling programmable exploration with reduced reliance on manually specified structural or seque...
A new machine-learning framework aims to improve the success rate of computational protein design while moving away from results that reproduce sequences found in nature.