Knee osteoarthritis (OA) is a disabling whole-joint disease involving synovial inflammation and myeloid-cell activation. A-to-I RNA editing can regulate endogenous dsRNA sensing and protein recoding, but its dynamics across synovial monocyte-macrophage cell states remain unclear. We analyzed 12 RNA-seq libraries from sorted CD11b + CD14 − CD16 − , CD11b + CD14 + CD16 − , and CD11b + CD14 + CD16 + cells (hereafter we omit CD11b + for simplicity) derived from knee OA synovial fluid of four donors. A-to-I editing signals were quantified and cell-state-associated editing patterns and ADAR / MDA5 expression were examined. We detected editing signals at 228,717 previously annotated candidate A-to-I editing sites, predominantly intronic sites. RNA editing profiles separated the three cell states, with CD14 + CD16 + cells showing the strongest divergence. Global editing levels and ADAR2 expression showed CD14 − CD16 − < CD14 + CD16 − < CD14 + CD16 + . Differential editing analyses revealed extensive editing enhancement in CD14 + CD16 + cells, exemplified by recoding events in CIRBP and COPA gene where the editing residues are deeply conserved across vertebrates. Intronic editing was negatively associated with immune-relevant MDA5 expression. A-to-I RNA editing is dynamically modulated across monocyte-macrophage states and may contribute to innate immune tuning. Our results also indicate that RNA editing status might be used as a potential indicator of monocyte-macrophage states.
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.