相关实验视频

Updated: Jul 26, 2026

Using Lipid Nanoparticles for the Delivery of Chemically Modified mRNA into Mammalian Cells
10:02

Using Lipid Nanoparticles for the Delivery of Chemically Modified mRNA into Mammalian Cells

Published on: June 10, 2022

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了解脂质纳米颗粒的制造过程,用于mRNA交付,使用机器学习

Shinya Sato1, Syusuke Sano1, Hiroki Muto2

  • 1Formulation Research Laboratory, Pharmaceutical Science and Technology Unit, Eisai Co., Ltd.

Chemical & pharmaceutical bulletin
|June 5, 2024
PubMed
概括

为mRNA疫苗制造脂质纳米颗粒 (LNP) 需要优化参数. 机器学习识别了诸如乙醇度和pH等关键因素,从而能够精确控制LNP大小,从而改善mRNA传递和蛋白质表达.

关键词:
贝叶斯优化的贝叶斯优化极端梯度提升 (XGBoost) 是一个脂质纳米颗粒是一种纳米粒子.它们是mRNARNA.机器学习是机器学习.尺寸控制 - 尺寸控制

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Author Spotlight: Enhancing Lipid Nanoparticle Formation Through Turbulent Mixing in Confined Geometries08:10

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