CRISPR–Cas12a underlies powerful genome-editing and nucleic-acid detection technologies, yet its performance is limited by inefficient target engagement and low catalytic turnover, particularly at low target abundance and elevated temperatures. Here, we report a modular protein-engineering strategy to enhance Cas12a trans-activity by fusing the hyperthermophilic DNA-binding protein Sso7d to the N-terminus of Lachnospiraceae bacterium ND2006 Cas12a (LbCas12a). The resulting fusion enzyme shows a twofold improvement in detection sensitivity, a 4.6-fold increase in k cat, app , and a fivefold reduction in the time to signal plateau (3 versus 15 min) compared with wild-type Cas12a. These enhancements are guide RNA-dependent (two of the four guide RNAs tested), are retained across diverse DNA substrates and within a working temperature range of 37 to 60 °C, above which activity is lost. The engineered Cas12a enables robust detection of the intrinsic bla OXA−51 and acquired bla OXA−24 antibiotic resistance genes from multiple Acinetobacter baumannii strains with independently validated resistance profiles, whereas wild-type Cas12a produces little or no detectable signal, raising the signal-to-noise ratio by up to ~ 30-fold. Together, these results identify N-terminal fusion via an XTEN linker as the productive architecture for enhancing Cas12a trans-cleavage and define the conditions under which an accessory DNA-binding domain improves a CRISPR diagnostic effector.
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
Some claim that especially in the field of agile software development the research lags years behind of the practice. In this paper, we characterize the status and main challenges for research on agile software development, and propose a preliminary roadmap, focusing on providing more empirical research, primarily on e...
Torgeir Dingsøyr, T. Dybå, P. Abrahamsson· Agile Conference· 92 citations· ⚡7
The results indicate that software developers are a slightly happy population, but the need for limiting the unhappiness of developers remains, and 219 factors representing causes of unhappiness while developing software are identified.
D. Graziotin, Fabian Fagerholm, Xiaofeng Wang et al.· International Conference on...· 84 citations· ⚡6
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
The goal is to not only refine the accuracy of the LLM-based tool but also to underscore its potential in streamlining the software development lifecycle through proactive code improvement and education.
Z. Rasheed, Malik Abdul Sami, Muhammad Waseem et al.· arXiv.org· 62 citations· ⚡3
Agile methods continue to gain popularity. In particular, the Scrum method appears to be on the verge of becoming a de-facto standard in the industry, leading the so called Agile movement. While there are success stories and recommendations, there is little scientifically valid evidence of the challenges in the adoptio...
A. Marchenko, P. Abrahamsson· Agile Conference· 59 citations· ⚡11
Exploring how generative AI could make machine vision more accessible to businesses. The post GenEye in a Box: Making Machine Vision Something You Can Just Ask For appeared first on GPT-Lab.