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Updated: Feb 26, 2026

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Three-dimensional Imaging of Bacterial Cells for Accurate Cellular Representations and Precise Protein Localization
Published on: October 29, 2019
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Holographic microscope slide in a spatio-temporal imaging modality for reliable 3D cell counting
Biagio Mandracchia1, Vittorio Bianco, Zhe Wang
1Institute of Applied Sciences and Intelligent Systems-Italian National Research Council (ISASI-CNR), Via Campi Flegrei 34, 80078 Pozzuoli (NA), Italy. b.mandracchia@isasi.cnr.it.
Lab on a Chip
|July 20, 2017
Summary
This study introduces a novel Lab-on-a-Chip device combining holographic microscopy and space-time digital holography with a linear sensor array for cost-effective cell counting. This innovative platform offers enhanced throughput via 3D volumetric imaging.
Area of Science:
- Microfluidics
- Holographic Microscopy
- Digital Holography
Background:
- Miniaturization and simplification are key trends in imaging flow cytometry.
- Lab-on-a-Chip (LoC) microfluidic devices offer innovative and cost-effective solutions.
- Existing systems often face limitations in field-of-view and depth of focus.
Purpose of the Study:
- To present a novel microfluidic platform integrating holographic microscope slides (HMS) and space-time digital holography (STDH).
- To utilize a 1D linear sensor array (LSA) for simplified and cost-effective cell counting.
- To enhance diagnostic capabilities by enabling reliable cell quantification with reduced optical components.
Main Methods:
- Integration of microfluidics, computational methods, and holography.
- Application of STDH utilizing sample motion within a microfluidic channel.
- Employment of a 1D linear sensor array (LSA) instead of traditional 2D cameras.
- Leveraging numerical refocusing for volumetric imaging.
Main Results:
- Achieved reliable cell counting without requiring highly accurate flow control.
- Obtained an unlimited field-of-view along the flow direction due to STDH.
- Enabled imaging and visualization of the entire channel volume via numerical refocusing.
- Demonstrated a system with a reduced number of optical components.
Conclusions:
- The proposed LoC platform offers a cost-effective and innovative solution for imaging flow cytometry.
- The combination of HMS and STDH with LSA enhances cell counting reliability and throughput.
- This technology opens new perspectives for 3D volumetric imaging in microfluidic devices, improving diagnostic potential.

