Genome-editing technologies based on bacterial Cas9 proteins have become a gold standard for introducing precise genetic modifications across multiple species and experimental models. These tools require the design and validation of guide RNAs (gRNAs) that direct the Cas9 protein to the actual genome location to be edited. Although numerous algorithms have been developed to design gRNAs, whether a gRNA is going to be effective or not need to be experimentally assessed. Since most of the times several designs are tested in parallel, we have set up an efficient cell-based approach to optimize this validation process by directly quantifying gRNAs effect on the downstream target RNA or protein. Our strategy relies on: (1) creating stable cell lines expressing the gene of interest and a fluorescent reporter; (2) transient transfection of these lines with the different gRNAs; (3) analyzing the efficiency of the designs at the transcriptomic and/or protein level in the whole population or in FACS sorted cells. We demonstrate the relevance of our approach by inactivating a coding gene (Elk1) and two short non-coding RNA (miR-218 and miR-124).
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
A comprehensive overview of how enhanced sampling methods are reshaping the field, with a particular focus on the data-driven construction of collective variables, is provided.
Kai Zhu, Enrico Trizio, Jintu Zhang et al.· Chemical Reviews· 58 citations
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.