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单细胞 B 细胞测序生成天然配对的 scFab 酵母表面展示文库。

Single-Cell B-Cell Sequencing to Generate Natively Paired scFab Yeast Surface Display Libraries.

机构信息

Department of Chemical Engineering and Materials Science, Michigan State University, East Lansing, MI, USA.

Institute for Quantitative Health Sciences and Engineering, Michigan State University, East Lansing, MI, USA.

出版信息

Methods Mol Biol. 2023;2681:175-212. doi: 10.1007/978-1-0716-3279-6_11.

DOI:10.1007/978-1-0716-3279-6_11
PMID:37405649
Abstract

The immune cell profiling capabilities of single-cell RNA sequencing (scRNA-seq) are powerful tools that can be applied to the design of theranostic monoclonal antibodies (mAbs). Using scRNA-seq to determine natively paired B-cell receptor (BCR) sequences of immunized mice as a starting point for design, this method outlines a simplified workflow to express single-chain antibody fragments (scFabs) on the surface of yeast for high-throughput characterization and further refinement with directed evolution experiments. While not extensively detailed in this chapter, this method easily accommodates the implementation of a growing body of in silico tools that improve affinity and stability among a range of other developability criteria (e.g., solubility and immunogenicity).

摘要

单细胞 RNA 测序(scRNA-seq)的免疫细胞分析能力是一种强大的工具,可以应用于治疗性单克隆抗体(mAb)的设计。该方法使用 scRNA-seq 来确定免疫小鼠天然配对的 B 细胞受体(BCR)序列作为设计的起点,概述了一种简化的工作流程,用于在酵母表面表达单链抗体片段(scFabs),以进行高通量表征,并通过定向进化实验进一步改进。虽然本章没有详细介绍,但该方法很容易适应越来越多的计算工具的实施,这些工具可以提高亲和力和稳定性,同时满足其他一系列可开发性标准(例如溶解度和免疫原性)。

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本文引用的文献

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BioPhi: A platform for antibody design, humanization, and humanness evaluation based on natural antibody repertoires and deep learning.BioPhi:一个基于天然抗体库和深度学习的抗体设计、人源化和人源评估平台。
MAbs. 2022 Jan-Dec;14(1):2020203. doi: 10.1080/19420862.2021.2020203.
2
Current advances in biopharmaceutical informatics: guidelines, impact and challenges in the computational developability assessment of antibody therapeutics.生物制药信息学的最新进展:抗体治疗药物计算可开发性评估中的指南、影响和挑战。
MAbs. 2022 Jan-Dec;14(1):2020082. doi: 10.1080/19420862.2021.2020082.
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Highly accurate protein structure prediction with AlphaFold.
利用 AlphaFold 进行高精度蛋白质结构预测。
Nature. 2021 Aug;596(7873):583-589. doi: 10.1038/s41586-021-03819-2. Epub 2021 Jul 15.
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To Plate or to Simply Unfreeze, That Is the Question for Optimal Plasmid Extraction.对于最佳质粒提取而言,是冻融还是直接平板培养,这是一个问题。
J Biomol Tech. 2021 Jul;32(2):57-62. doi: 10.7171/jbt.20-3203-001.
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Antibody display technologies: selecting the cream of the crop.抗体展示技术:精选优质产品。
Biol Chem. 2021 Mar 23;403(5-6):455-477. doi: 10.1515/hsz-2020-0377. Print 2022 Apr 26.
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Biochemistry. 2021 Mar 23;60(11):825-846. doi: 10.1021/acs.biochem.0c00912. Epub 2021 Mar 11.
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The Comparison of Two Single-cell Sequencing Platforms: BD Rhapsody and 10x Genomics Chromium.两种单细胞测序平台的比较:BD Rhapsody和10x基因组学铬系统
Curr Genomics. 2020 Dec;21(8):602-609. doi: 10.2174/1389202921999200625220812.
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Single-cell RNA Sequencing in Immunology.免疫学中的单细胞RNA测序
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A mouse model for SARS-CoV-2-induced acute respiratory distress syndrome.一种用于研究严重急性呼吸综合征冠状病毒2(SARS-CoV-2)诱导的急性呼吸窘迫综合征的小鼠模型。
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