👋 Welcome to BioF3's Paper Digest! Today's edition features 0 GitHub projects and 4 research papers from bioRxiv, arXiv, and PubMed.
Content generated by GLM-4.7 (Deep Thinking Mode) 🧠
1. Development of a European Union Time-Indexed Reference Dataset for Assessing the Performance of Signal Detection Methods in Pharmacovigilance using a Large Language Model
📄 arXiv Paper | Date:
2026-03-27| Category:q-bio.QM
Authors: Maria Kefala, Jeffery L. Painter, Syed Tauhid Bukhari et al.
AI Research Digest (科研解读)
一句话概括 本研究利用大语言模型构建了一个包含时间索引的欧盟药物警戒参考数据集，旨在解决缺乏时序标注数据的问题，从而实现对不良事件信号检测方法早期性能的准确评估。
研究背景
现有的药物警戒参考数据集缺乏监管机构正式确认不良事件的时间信息，导致研究者无法将分析严格限制在事件确认之前的时期，从而严重限制了对信号检测方法早期发现
2. Multi-scale Metabolic Modeling and Simulation
📄 arXiv Paper | Date:
2026-03-27| Category:q-bio.QM
Authors: Peter E. Carstensen, Teddy Groves, Lars K. Nielsen et al.
AI Research Digest (科研解读)
一句话概括 本研究提出了一种结合神经网络代理的多尺度建模框架，实现了基因组尺度代谢模型与动态生物反应器
3. A Strategic Partnership to Advance AI Applications in Genomics and Bioinformatics for Health Innovation.
📄 PubMed Article | Date:
2026 Mar 27| Category:JMIR bioinformatics and biotechnology
Authors: Tan AC, Gamsiz Uzun ED
AI Research Digest (科研解读)
4. Pleiotropic Bioactivity of Caterpillar Fungus, Orange Cordyceps, and Cordycepin: Insight from Integrated Network Pharmacology and Food and Drug Regulatory Framework.
📄 PubMed Article | Date:
2026 Mar 23| Category:Pharmaceuticals (Basel, Switzerland)
Authors: Panossian A
AI Research Digest (科研解读)
一句话概括 本研究通过整合网络药理学方法与食品药品监管框架，深入探讨了冬虫夏草、蛹虫草及其活性成分虫草素的多效性生物活性机制及监管分类。
研究背景
冬虫夏草和蛹虫草作为传统药用真菌，其药理作用广泛但作用机制复杂，且在现代监管体系中作为食品或药品的界限尚需厘清，缺乏系统性的机制与合规性整合分析。
方法创新
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