Cell Cryopreservation in a Microfluidic Chip With Vision-Based Fluid Control and Region Reaching

IF 6.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Shu Miao;Yongyi Jia;Ze Jiang;Jiehuan Xu;Xiang Li
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引用次数: 0

Abstract

The solution exchange process is crucial in cell cryopreservation, an assistive reproductive technique that enhances reproductive autonomy and helps women overcome infertility challenges. Such a task is time-critical in the sense that the duration of cell exposure to the solutions significantly impacts cell viability. In this paper, a new micromanipulation system has been developed to automate such a task, where the contributions can be summarized as follows. This paper addresses the challenge of tracking cell positions within a microfluidic chip, due to the limitations of the microscope’s field of view (FOV). By utilizing a region control approach with visual feedback, the proposed method ensures that the cell remains centered in the image. Additionally, a real-time tracking method based on correlation filtering is presented, which precisely localizes cells and controls the syringe pump flow rate to mitigate delays and prevent cell loss. Experimental results illustrate the consistent positioning of the micro objects/cells at each step, the satisfactory success rate, and the robustness to the loss of vision feature. Integrated with novel manipulation strategies, our intelligent manipulation system offers a promising solution for in vitro fertilization (IVF), characterized by an embryologist-centered configuration and standardized robotic manipulation. This study aims to standardize clinical cryopreservation by transitioning from manual operation to a more efficient and reliable automated process. Furthermore, this approach can simplify procedures and enhance oocyte viability. Note to Practitioners—The motivation for this study was to propose an automatic method to address the challenges of manual cell cryopreservation, such as high operational complexity, low efficiency, and significant cell damage. Existing automated cell cryopreservation methods have shortcomings as they fail to simultaneously achieve comprehensive cell tracking and avoid damage caused by direct contact between cells and microtools. Additionally, the high complexity of robotic operations makes clinical application difficult. To overcome these limitations, this study introduces a novel robotic micromanipulation method based on microfluidic chip technology. This method enables full-process cell tracking, FOV tracking of the motorized stage, and non-contact manipulation during the exchange process of cells and solutions. Experimental results showed that the proposed method outperformed existing manual methods in terms of oocyte viability. For fertility experts and medical staff, such a robotic micromanipulation system can be combined with other automatic machines to provide a solution to cell surgery, achieving higher accuracy and efficiency.
基于视觉流体控制和区域到达的微流控芯片细胞低温保存
溶液交换过程在细胞冷冻保存中是至关重要的,这是一种辅助生殖技术,可以增强生殖自主性,帮助女性克服不孕症的挑战。这样的任务是时间关键的意义上说,细胞暴露于溶液的持续时间显著影响细胞的活力。在本文中,开发了一种新的微操作系统来自动完成这一任务,其贡献可以总结如下。由于显微镜的视场(FOV)的限制,本文解决了在微流控芯片中跟踪细胞位置的挑战。该方法利用带有视觉反馈的区域控制方法,保证了细胞在图像中保持居中。此外,提出了一种基于相关滤波的实时跟踪方法,该方法可以精确定位细胞并控制注射泵的流量,以减少延迟和防止细胞丢失。实验结果表明,微目标/细胞在每一步的定位一致,成功率令人满意,对视觉缺失特征具有鲁棒性。结合新颖的操作策略,我们的智能操作系统为体外受精(IVF)提供了一个有前途的解决方案,其特点是以胚胎学家为中心的配置和标准化的机器人操作。本研究旨在规范临床低温保存,从人工操作过渡到更高效、可靠的自动化过程。此外,这种方法可以简化程序,提高卵母细胞的活力。从业人员注意:本研究的动机是提出一种自动方法来解决人工细胞冷冻保存的挑战,如操作复杂性高、效率低和严重的细胞损伤。现有的自动化细胞冷冻保存方法存在着无法同时实现全面的细胞跟踪和避免细胞与微工具直接接触造成的损伤等缺点。此外,机器人手术的高度复杂性给临床应用带来了困难。为了克服这些限制,本研究引入了一种基于微流控芯片技术的新型机器人微操作方法。该方法可实现全过程细胞跟踪,电动阶段的FOV跟踪,以及细胞和溶液交换过程中的非接触操作。实验结果表明,该方法在卵母细胞存活率方面优于现有的人工方法。对于生育专家和医务人员来说,这种机器人微操作系统可以与其他自动机器相结合,为细胞手术提供解决方案,实现更高的精度和效率。
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来源期刊
IEEE Transactions on Automation Science and Engineering
IEEE Transactions on Automation Science and Engineering 工程技术-自动化与控制系统
CiteScore
12.50
自引率
14.30%
发文量
404
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Automation Science and Engineering (T-ASE) publishes fundamental papers on Automation, emphasizing scientific results that advance efficiency, quality, productivity, and reliability. T-ASE encourages interdisciplinary approaches from computer science, control systems, electrical engineering, mathematics, mechanical engineering, operations research, and other fields. T-ASE welcomes results relevant to industries such as agriculture, biotechnology, healthcare, home automation, maintenance, manufacturing, pharmaceuticals, retail, security, service, supply chains, and transportation. T-ASE addresses a research community willing to integrate knowledge across disciplines and industries. For this purpose, each paper includes a Note to Practitioners that summarizes how its results can be applied or how they might be extended to apply in practice.
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