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Updated: Jan 14, 2026

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通过整合批量分类和机器学习来增强单克隆抗体的多样性

Daisuke Hisamatsu1, Rion Ozaki1, Akari Ikeda1

  • 1Intractable Disease Research Center, Juntendo University Graduate School of Medicine, Tokyo, Japan.

Biochemistry and biophysics reports
|October 27, 2025
PubMed
概括

一种新的合成化学抗体 (SynCA) 技术通过整合批量B细胞分类和机器学习来增强抗体发现. 这种具有成本效益的方法迅速从康复者血清中产生多种治疗性单克隆抗体 (mAbs).

关键词:
BCR 剧集多样性的多样性批量分类批量分类低成本的低成本的成本.机器学习是机器学习.发现单克隆抗体的发现.预测 预测 预测

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Hybridoma Technology01:31

Hybridoma Technology

Hybridoma technology is used for the large-scale production of monoclonal antibodies. Monoclonal antibodies bind to only a single antigenic determinant or epitope. Such antibodies are used in research, diagnostics, and disease therapy. The hybridoma technology established in 1975 by Georges Köhler and Cesar Milstein was awarded the Nobel Prize in Medicine in 1984 for revolutionizing research and therapy.
Hybridoma Selection
Commonly used fusion techniques — electroporation,...
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