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Construction of Text Summarization Corpus in Economics Domain and Baseline Models
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Document Title
Construction of Text Summarization Corpus in Economics Domain and Baseline Models
Author
Jumpathong S., Takhom A., Boonkwan P., Sutantayawalee V., Porkaew P., Phaholphinyo S., Phrombut C., Choke-mangmi K., Yamasathien S., Tretasayuth N., Kanwatchara K., Aiemleuk A., Supnithi T.
Affiliations
Department of Biotechnology, Faculty of Science, Mahidol University, Bangkok, Thailand; Center of Excellence for Shrimp Molecular Biology and Biotechnology, Faculty of Science, Mahidol University, Bangkok, Thailand; National Center of Genetic Engineering and Biotechnology, (BIOTEC), Thailand Science Park, Pathum Thani, Thailand; Department of Oral Biology, Faculty of Dentistry, Mahidol University, Bangkok, Thailand; Faculty of Dentistry, Siam University, Bangkok, Thailand
Type
Review
Source Title
Reviews in Aquaculture
ISSN
17535123
Year
2024
Open Access
All Open Access, Hybrid Gold
Publisher
John Wiley and Sons Inc
DOI
10.1111/raq.12916
Abstract
The review encapsulates the comprehensive exploration of RNA interference technology's application in shrimp aquaculture, covering molecular intricacies, production methods, and practical applications. The emphasis is on exploring the stability and delivery of gene-specific double-stranded RNA, particularly through nanoencapsulation. This is because the susceptibility of dsRNA to degradation and limited cellular penetration, emphasising the need for effective delivery mechanisms. The review presents an in-depth exploration of nanoparticles for the encapsulation and delivery of dsRNA, including virus-like particles (VLPs), and non-viral based nanoparticles such as liposomes, chitosan, and beta-glucan. VLPs, derived from non-infectious shrimp virus structures, exhibit biocompatibility and natural functionality, making them suitable carriers for dsRNA. The application of chitosan and its derivatives are explored for their efficacy in reducing viral infections in shrimp. Beta-glucan particles are examined for their immunostimulant properties in shrimp aquaculture. The text emphasises the use of yeast-based glucan particles for encapsulating dsRNA, showcasing their potential in preventing viral diseases in shrimp. The review introduces cautionary considerations for nanoparticle formulation, highlighting factors such as pH, organic solvents, metal ions, and environmental ribonuclease that can impact dsRNA stability during synthesis. In conclusion, the text discusses the potential economic worthiness and environmental risk assessment of dsRNA technology in shrimp aquaculture. While acknowledging successful applications in other environments, it underscores the need for regulatory approval and risk assessment for dsRNA-based products in the aquaculture industry. The evaluation of dsRNA in real-world shrimp farms is deemed necessary for commercial utilisation, taking into account income, expenses, safety, and environmental considerations. ? 2024 The Authors. Reviews in Aquaculture published by John Wiley & Sons Australia, Ltd.
License
CC BY-NC-ND
Rights
Authors
Publication Source
WoS