Long-chain polyunsaturated fatty acids (LC-PUFAs) are essential to the nutrition, metabolism, and physiological performance of aquatic animals. This hybrid review combines bibliometric analysis with focused thematic synthesis to examine three decades (1991–2025) of research on LC-PUFA biosynthesis in aquatic species. Bibliometric trends reveal rising publication output and an expanding research focus on biosynthetic pathways, regulatory mechanisms, and molecular control of LC-PUFA production, with emerging emphasis on metabolomics, environmental regulation, microalgae-derived ω-3 sources, and gene-editing technologies. Thematic analysis reveals that LC-PUFA dynamics are governed by interactions among primary production, trophic transfer, endogenous biosynthetic capacity, and environmental conditions. Marine primary producers serve as major sources of EPA and DHA, whereas freshwater and terrestrial systems often exhibit greater ALA availability and higher n-6/n-3 ratios, influencing LC-PUFA transfer efficiency and consumer adaptation. The review further highlights that aquatic animals have evolved diverse endogenous biosynthetic strategies, including lineage-specific modifications of desaturase and elongase pathways, enabling adaptation to contrasting nutritional environments. LC-PUFA transport across aquatic–terrestrial boundaries through organisms such as emergent insects and amphibians represents an important pathway for transferring essential fatty acids to terrestrial food webs. Furthermore, variation in n-3 LC-PUFA availability contributes to habitat selection and evolutionary diversification, with freshwater environments promoting enhanced biosynthetic capacity through mechanisms such as Fads2 gene duplication. Future directions include structural characterization of biosynthetic enzymes via cryo-electron microscopy and AI-assisted modeling, multi-omics and genome-editing strategies for genetic improvement, and sustainable production approaches including microalgae- and insect-based feeds and integrated multitrophic aquaculture.
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
Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.