Rice ( Oryza sativa L.) sustains over half of the global population. The black rice landraces of North-East India are agronomically limited by tall stature, lodging, and low yield. We employed CRISPR/Cas9 -mediated multiplex genome editing to improve the elite aromatic black rice cultivar Chakhao Amubi by targeting three key regulators of plant architecture and yield — SD1 (Semi-Dwarf 1) , DEP1 (Dense and Erect Panicle 1) , and GS3 (Grain Size 3) — with editing efficiencies of 26.5%, 46.9%, and 25.8%, respectively. Loss-of-function sd1 mutants displayed a pronounced semi-dwarf phenotype along with decreased panicle length, leaf area, and grain number; however, a compensatory increase in tiller number could overcome the yield penalty. Exogenous GA₃ application fully restored plant height in sd1 lines. Homozygous dep1 mutants exhibited significantly enhanced leaf area and grain number per panicle (~ 14.5%), with overall yield improvement (~ 7%). The GS3 mutants displayed no significant phenotypic variation, likely owing to their heterozygous state. Importantly, edited lines retained the cultivar’s speciality trait anthocyanin content, aroma, and cooking quality. Collectively, precise editing of SD1 and DEP1 effectively improved plant architecture and yield in black rice, offering a robust precision-breeding strategy for the genetic enhancement of traditional landraces.
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.