Well Plate-Based Localized Electroporation Workflow for Rapid Optimization of Intracellular Delivery.

IF 1 Q3 BIOLOGY
Cesar A Patino, Sevketcan Sarikaya, Prithvijit Mukherjee, Nibir Pathak, Horacio D Espinosa
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引用次数: 0

Abstract

Efficient and nontoxic delivery of foreign cargo into cells is a critical step in many biological studies and cell engineering workflows with applications in areas such as biomanufacturing and cell-based therapeutics. However, effective molecular delivery into cells involves optimizing several experimental parameters. In the case of electroporation-based intracellular delivery, there is a need to optimize parameters like pulse voltage, duration, buffer type, and cargo concentration for each unique application. Here, we present the protocol for fabricating and utilizing a high-throughput multi-well localized electroporation device (LEPD) assisted by deep learning-based image analysis to enable rapid optimization of experimental parameters for efficient and nontoxic molecular delivery into cells. The LEPD and the optimization workflow presented herein are relevant to both adherent and suspended cell types and different molecular cargo (DNA, RNA, and proteins). The workflow enables multiplexed combinatorial experiments and can be adapted to cell engineering applications requiring in vitro delivery. Key features • A high-throughput multi-well localized electroporation device (LEPD) that can be optimized for both adherent and suspended cell types. • Allows for multiplexed experiments combined with tailored pulse voltage, duration, buffer type, and cargo concentration. • Compatible with various molecular cargoes, including DNA, RNA, and proteins, enhancing its versatility for cell engineering applications. • Integration with deep learning-based image analysis enables rapid optimization of experimental parameters.

基于井板的局部电穿孔工作流程,用于快速优化细胞内给药。
在许多生物研究和细胞工程工作流程中,将外来物质高效、无毒地输送到细胞中是一个关键步骤,可应用于生物制造和细胞疗法等领域。然而,要将分子有效地输送到细胞中,需要优化多个实验参数。就基于电穿孔的细胞内递送而言,需要针对每种独特的应用优化脉冲电压、持续时间、缓冲液类型和货物浓度等参数。在此,我们介绍了制作和使用高通量多孔局部电穿孔装置(LEPD)的方案,该方案由基于深度学习的图像分析辅助,可快速优化实验参数,实现高效、无毒的细胞内分子递送。本文介绍的 LEPD 和优化工作流程适用于粘附和悬浮细胞类型以及不同的分子货物(DNA、RNA 和蛋白质)。该工作流程可进行多重组合实验,并适用于需要体外递送的细胞工程应用。主要特点 - 高通量多孔局部电穿孔设备(LEPD),可针对粘附和悬浮细胞类型进行优化。- 可结合定制的脉冲电压、持续时间、缓冲液类型和货物浓度进行多重实验。- 兼容各种分子货物,包括 DNA、RNA 和蛋白质,增强了细胞工程应用的多功能性。- 与基于深度学习的图像分析相结合,可快速优化实验参数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
1.50
自引率
0.00%
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0
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