Sep 2026· Journal of genetics and genomics = Yi chuan xue bao· 0 citations· 33 references
Medicine
Abstract
Primary metabolites and their derivatives often serve as intracellular signals. Inositol pyrophosphates are central regulators of phosphate signaling, but their roles in legume nodulation remain poorly understood. Here, we identify two conserved Vip1 Homolog/Diphosphoinositol Pentakisphosphate Kinase genes, MtVIH1 and MtVIH2, in Medicago truncatula. Biochemical analyses show that the kinase domains of both MtVIH1 and MtVIH2 retain PP-InsP kinase activity. However, transcriptomic and expression analyses reveal regulatory divergence between the duplicated genes, with MtVIH2 being preferentially induced during nodulation and co-expressed with the phosphate starvation marker Mt4. Silencing MtVIH2 reduces nodule formation, nitrogenase activity, and mature nodule marker expression, and alters extractable inorganic Pi accumulation in nodules. Consistently, CRISPR/Cas9-mediated editing of MtVIH2 reproduces these defects, whereas Mtvih1-cas9 shows much weaker effects and Mtvih1/2-cas9 edited roots display phenotypes comparable to Mtvih2-cas9. These results demonstrate that regulatory divergence between duplicated VIH genes is associated with a predominant role of MtVIH2 in nodule development. Promoter analysis and luciferase assays reveal that a P1BS element contributes to MtPHR1-mediated activation of the MtVIH2 promoter. Together, these findings reveal regulatory divergence of duplicated VIH genes and suggest that conserved phosphate-responsive mechanisms contribute to nodule development and nitrogen fixation in M. truncatula.
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 experienced agile teams and organizations, connecting better to existing streams of research in more established fields, giving more attention to management-oriented approaches, and finally give more emphasis to the core ideas in agile software development in order to increase our understanding. We hope that this preliminary roadmap serves as a starting point for creating a common research agenda and enables the generation of fruitful discussions and research results from the field.
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 adoption of Agile methods in general, and Scrum in particular. Little, if anything, is empirically known about the application and adoption of Scrum in a multi-team and multi-project situation. The authors carried out an ethnographically informed longitudinal case study in industrial settings and closely followed how the Scrum method was adopted in a 20-person department, working in a simultaneous multi-project R&D environment. Altogether 10 challenges pertinent to the case of multi-team multi-project Scrum adoption were identified in the study. The authors contend that these results carry great relevance for other industrial teams. Future research avenues arising from the study are indicated.
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
AI is making software generation faster, but speed does not remove the need for expertise. As more work is delegated to AI, tacit knowledge may become one of the most important human advantages in software engineering. The post Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering appeared first on GPT-Lab.
MIT News · Artificial Intelligence· news.mit.eduSep 14, 2026
The “HardFlow” algorithm could help generative AI models produce high-quality outputs that obey strict requirements when “pretty close” doesn’t cut it.
MIT News · Artificial Intelligence· news.mit.eduSep 11, 2026
The handheld catheterization device AI-GUIDE, created by Lincoln Laboratory and Massachusetts General Hospital, promises improved health outcomes for injured service members and civilians.
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