Oct 2026· Proceedings of the National Academy of Sciences of the United States of America· Vol 123 43, pp.
e2523017123
· 0 citations· 83 references
Medicine
Abstract
Herein, we present three crystal structures of the most complex knotted protein to date, an [Formula: see text] knot with eight crossings, which belongs to a clasp knot family. The fold of this protein is also unique, and we call it the EIGHT fold (Extraordinarily Intricate Globular Helical Tangled fold). The [Formula: see text] knot is found only in a certain group of bacteria, where it is strictly conserved, despite sequence identities as low as 10%. The [Formula: see text] structure shows a high level of internal symmetry, with structurally analogous halves. It is possible that the EIGHT fold evolved from a single unknotted "half" that duplicated and formed a complex protein. Based on an in vitro study of three selected [Formula: see text] proteins, we estimated their thermal and thermodynamic stability, and showed that they follow a two-state unfolding model under equilibrium conditions and their refolding occurs to a compact, nonnative state. Unfolding kinetics of [Formula: see text] knotted proteins reveal a complex, multiphase process spanning milliseconds to days. Six kinetic phases were resolved using stopped-flow fluorescence and far-ultraviolet absorbance circular dichroism spectroscopy, highlighting both rapid early events and slower rearrangements in secondary and tertiary structures. Finally, with a structure-based model, we showed that proteins with an [Formula: see text] knot can self-tie through a [Formula: see text] knotted intermediate state. They can also self-untie, albeit via an additional intermediate knot such as [Formula: see text]. Nevertheless, these proteins do not seem to fit with current folding theories known to date and require the development of a new approach.
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.