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

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.

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Publication Details

Journal
APL Bioengineering
Published
2024-09-01
DOI
https://doi.org/10.1063/5.0222932
Citations
5
Primary Topic
Digital Holography and Microscopy
Type
article
Field-Weighted Citation Impact
1.69

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article

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

Liangcai Cao, Daniele Pirone, Lisa Miccio, Pietro Ferraro et al.
5 citations
APL Bioengineering
Digital Holography and Microscopy
1.69
article

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

Liangcai Cao, Daniele Pirone, Lisa Miccio, Pietro Ferraro, Pasquale Memmolo, Vittorio Bianco, Zhengzhong Huang, Zhe Wang
article en
5 citations

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.

APL BioengineeringVol. 8(3)
Institute of Applied Science and Intelligent Systems (IT), National Research Council (IT), University of Naples Federico II (IT), Tsinghua University (CN)
National Natural Science Foundation of China, China Scholarship Council
Decent work and economic growth
Openalex Percentile: Top 16%
Digital Holography and Microscopy
1.69
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