Cwycyshyn Jillian, Stansbury Cooper, Meixner Walter, Hoying James B, Muir Lindsey A, Rajapakse Indika
Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan 48109, USA.
Advanced Solutions Life Sciences, Manchester, New Hampshire 03101, USA.
APL Bioeng. 2024 Oct 29;8(4):046106. doi: 10.1063/5.0209547. eCollection 2024 Dec.
The advent of advanced robotic platforms and workflow automation tools has revolutionized the landscape of biological research, offering unprecedented levels of precision, reproducibility, and versatility in experimental design. In this work, we present an automated and modular workflow for exploring cell behavior in two-dimensional culture systems. By integrating the BioAssemblyBot (BAB) robotic platform and the BioApps™ workflow automater with live-cell fluorescence microscopy, our workflow facilitates execution and analysis of migration and proliferation assays. Robotic assistance and automation allow for the precise and reproducible creation of highly customizable cell-free zones (CFZs), or wounds, in cell monolayers and "hands-free," schedulable integration with real-time monitoring systems for cellular dynamics. CFZs are designed as computer-aided design models and recreated in confluent cell layers by the BAB 3D-Bioprinting tool. The dynamics of migration and proliferation are evaluated in individual cells using live-cell fluorescence microscopy and an in-house pipeline for image processing and single-cell tracking. Our robotics-assisted approach outperforms manual scratch assays with enhanced reproducibility, adaptability, and precision. The incorporation of automation further facilitates increased flexibility in wound geometry and allows for many experimental conditions to be analyzed in parallel. Unlike traditional cell migration assays, our workflow offers an adjustable platform that can be tailored to a wide range of applications with high-throughput capability. The key features of this system, including its scalability, versatility, and the ability to maintain a high degree of experimental control, position it as a valuable tool for researchers across various disciplines.
先进机器人平台和工作流程自动化工具的出现彻底改变了生物学研究的局面,在实验设计中提供了前所未有的精度、可重复性和多功能性。在这项工作中,我们展示了一种用于探索二维培养系统中细胞行为的自动化模块化工作流程。通过将BioAssemblyBot(BAB)机器人平台和BioApps™工作流程自动化器与活细胞荧光显微镜相结合,我们的工作流程便于进行迁移和增殖测定的执行与分析。机器人辅助和自动化能够在细胞单层中精确且可重复地创建高度可定制的无细胞区(CFZ)或伤口,并实现与细胞动力学实时监测系统的“免人工操作”、可调度集成。CFZ被设计为计算机辅助设计模型,并通过BAB 3D生物打印工具在汇合细胞层中重现。使用活细胞荧光显微镜以及用于图像处理和单细胞追踪的内部管道,在单个细胞中评估迁移和增殖的动力学。我们的机器人辅助方法在可重复性、适应性和精度方面优于手动划痕试验。自动化的融入进一步提高了伤口几何形状的灵活性,并允许并行分析多种实验条件。与传统的细胞迁移测定不同,我们的工作流程提供了一个可调节的平台,可通过高通量能力针对广泛的应用进行定制。该系统的关键特性,包括其可扩展性、多功能性以及保持高度实验控制的能力,使其成为各学科研究人员的宝贵工具。