Shell color in mollusks, shaped by pigment synthesis and deposition, offers a readily observable natural trait. The dwarf surf clam Mulinia lateralis serves as an ideal bivalve model but has a uniform white shell, which limits its utility for genetic studies. In this study, we aimed to explore the feasibility of constructing a shell color‑based endogenous reporter by inducing pigment accumulation. Pigment feeding experiments showed that exogenous pigments, especially hemin, can efficiently accumulate in tissues (p < 0.05) and induce visible changes in shell color. By screening the porphyrin metabolic pathways responsible for heme biosynthesis, we identified five key regulatory genes (PBGD, UROS, UROD, TSPO, FECH). Multiple sequence alignment and phylogenetic analysis confirmed that these genes are evolutionarily conserved across species, implying similar physiological functions. Spatiotemporal expression analysis revealed that FECH is highly expressed from the trochophore to the spat stage and in adult tissue, suggesting a key role in shell pigment deposition. RNA interference (RNAi)‑mediated knockdown of MlFECH significantly suppressed its expression in the gill, mantle, and digestive gland tissues, leading to an obvious decrease in heme content and a significant accumulation of ELISA-detected protoporphyrin IX (PPIX) (p < 0.05). Consequently, the shell color of M. lateralis changed from white to brownish‑yellow, and the visceral mass turned reddish‑brown. These results support a role for FECH in regulating PPIX accumulation, and provide evidence that increased ELISA‑detected PPIX levels are associated with shell color formation. Thus, the FECH/PPIX axis represents a promising proof-of-concept candidate with potential for developing an endogenous, non‑invasive visible reporter system. With further systematic optimization and technical engineering, this system could potentially enable tracking gene expression or visualizing gene editing events in M. lateralis. This work provides a foundation for using shell color as a simple and economical reporter in bivalves, particularly in species where stable gene editing remains challenging.
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.