Rapid flowing cells localization enabled by spatiotemporal manipulation of their holographic patterns.

IF 6.6 3区 医学 Q1 ENGINEERING, BIOMEDICAL
APL Bioengineering Pub Date : 2024-09-10 eCollection Date: 2024-09-01 DOI:10.1063/5.0222932
Zhengzhong Huang, Zhe Wang, Daniele Pirone, Vittorio Bianco, Lisa Miccio, Pasquale Memmolo, Liangcai Cao, Pietro Ferraro
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引用次数: 0

Abstract

Lab-on-a-Chip microfluidic devices present an innovative and cost-effective platform in the current trend of miniaturization and simplification of imaging flow cytometry; they are excellent candidates for high-throughput single-cell analysis. In such microfluidic platforms, cell tracking becomes a fundamental tool for investigating biophysical processes, from intracellular dynamics to the characterization of cell motility and migration. However, high-throughput and long-term cell tracking puts a high demand on the consumption of computing resources. Here, we propose a novel strategy to achieve rapid 3D cell localizations along the microfluidic channel. This method is based on the spatiotemporal manipulation of recorded holographic interference fringes, and it allows fast and precise localization of cells without performing complete holographic reconstruction. Conventional holographic tracking is typically based on the phase contrast obtained by decoupling the calculation of optical axial and transverse coordinates. Computing time and resource consumption may increase because all the frames need to be calculated in the Fourier domain. In our proposed method, the 2D transverse positions are directly located by morphological calculation based on the hologram. The complex-amplitude wavefronts are directly reconstructed by spatiotemporal phase shifting to calculate the axial position by the refocusing criterion. Only spatial calculation is considered in the proposed method. We demonstrate that the computational time of transverse tracking is only one-tenth of the conventional method, while the total computational time of the proposed method decreases up to 54% with respect to the conventional approach. The proposed approach can open the route for analyzing flow cytometry in quantitative phase microscopy assays.

通过对全息图案进行时空操作,实现快速流动细胞定位。
在当前成像流式细胞仪微型化和简易化的趋势下,片上实验室微流体设备提供了一个创新且经济高效的平台;它们是高通量单细胞分析的绝佳选择。在这种微流控平台上,细胞追踪成为研究生物物理过程(从细胞内动力学到细胞运动和迁移表征)的基本工具。然而,高通量和长期细胞跟踪对计算资源的消耗提出了很高的要求。在此,我们提出了一种沿微流体通道实现快速三维细胞定位的新策略。这种方法基于对记录的全息干涉条纹进行时空操作,无需进行完整的全息重建即可实现快速、精确的细胞定位。传统的全息跟踪通常基于解耦计算光学轴向和横向坐标所获得的相位对比。由于所有帧都需要在傅立叶域中计算,因此计算时间和资源消耗可能会增加。在我们提出的方法中,二维横向位置是通过基于全息图的形态学计算直接定位的。复振幅波面通过时空相移直接重建,以重新聚焦准则计算轴向位置。建议的方法只考虑空间计算。我们证明,横向跟踪的计算时间仅为传统方法的十分之一,而拟议方法的总计算时间比传统方法最多减少 54%。所提出的方法可以为定量相显微检测中的流式细胞仪分析开辟道路。
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
APL Bioengineering
APL Bioengineering ENGINEERING, BIOMEDICAL-
CiteScore
9.30
自引率
6.70%
发文量
39
审稿时长
19 weeks
期刊介绍: APL Bioengineering is devoted to research at the intersection of biology, physics, and engineering. The journal publishes high-impact manuscripts specific to the understanding and advancement of physics and engineering of biological systems. APL Bioengineering is the new home for the bioengineering and biomedical research communities. APL Bioengineering publishes original research articles, reviews, and perspectives. Topical coverage includes: -Biofabrication and Bioprinting -Biomedical Materials, Sensors, and Imaging -Engineered Living Systems -Cell and Tissue Engineering -Regenerative Medicine -Molecular, Cell, and Tissue Biomechanics -Systems Biology and Computational Biology
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