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The development of flow cytometry techniques began in 1934 with initial attempts by Andrew Moldavan, a bacteriologist who counted the cells in a flowing capillary system. Moldavan pumped cells through a capillary tube focused under a microscope for visualization. The invention of photometry allowed the measurement of differentially-stained cells, and Louis Kamentsky developed the first multiparameter flow cytometer in 1965 to identify and count the cancer cells in cervical tissue specimens.
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Inductance: Single-Phase And Three-Phase Line01:28

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Understanding the inductance of transmission lines is crucial for efficient design and operation in electrical power systems. This discussion delves into the inductance characteristics of single-phase two-wire and three-phase three-wire transmission lines with equal phase spacing.
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A single-phase line consists of two solid cylindrical conductors, denoted as x and y. Each conductor carries phasor currents ix and iy, respectively. Given that the sum of these currents is...
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Capacitance: Single-Phase And Three-Phase Line01:25

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In electrical power systems, understanding the capacitance of transmission lines is fundamental for efficient operation.
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Consider a single-phase, two-wire transmission line with equal phase spacing energized by a voltage source. One conductor carries a uniform positive charge, while the other carries an equal negative charge. The capacitance C of the line can be derived from the voltage V between the conductors. For a one-meter section of the line, the capacitance is given...
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Power distribution within electrical circuits is a foundational aspect of residential and industrial energy systems. While single-phase power is common in residential settings, three-phase power is the standard for industrial environments with heavy machinery. Each system is different and has advantages, and it's crucial to understand the underlying principles of power distribution and material efficiency.
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Hydronium and hydroxide ions are present both in pure water and in all aqueous solutions, and their concentrations are inversely proportional as determined by the ion product of water (Kw). The concentrations of these ions in a solution are often critical determinants of the solution’s properties and the chemical behaviors of its other solutes. Two different solutions can differ in their hydronium or hydroxide ion concentrations by a million, billion, or even trillion times. A common means of...
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A phase diagram combines plots of pressure versus temperature for the liquid-gas, solid-liquid, and solid-gas phase-transition equilibria of a substance. These diagrams indicate the physical states that exist under specific conditions of pressure and temperature and also provide the pressure dependence of the phase-transition temperatures (melting points, sublimation points, boiling points). Regions or areas labeled solid, liquid, and gas represent single phases, while lines or curves represent...
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Quantitative Phase Imaging Flow Cytometry for Ultra-Large-Scale Single-Cell Biophysical Phenotyping.

Kelvin C M Lee1, Maolin Wang1, Kathryn S E Cheah2

  • 1Department of Electrical and Electronic Engineering, Faculty of Engineering, The University of Hong Kong, Pokfulam, Hong Kong.

Cytometry. Part a : the Journal of the International Society for Analytical Cytology
|April 24, 2019
PubMed
Summary

This study introduces a novel label-free imaging flow cytometer using ultrafast quantitative phase imaging (QPI) to rapidly characterize single-cell biophysical properties. The system achieves high throughput and accuracy for cell classification, advancing cytometry applications.

Keywords:
imaging flow cytometrylabel-free biophysical phenotypingquantitative phase imagingultrafast single cell imaging

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Area of Science:

  • Biophysics
  • Cell Biology
  • Cytometry

Background:

  • Cellular biophysical properties offer label-free phenotypes for cell characterization.
  • Current methods lack throughput and reproducibility for large-scale single-cell analysis.
  • Widespread adoption in cytometry is hindered by these limitations.

Purpose of the Study:

  • To develop a high-throughput, label-free imaging flow cytometer for single-cell biophysical phenotyping.
  • To address the limitations of existing quantitative phase imaging (QPI) techniques.
  • To enable robust, large-scale single-cell characterization for biological discovery and diagnostics.

Main Methods:

  • Development of a label-free imaging flow cytometer utilizing ultrafast quantitative phase imaging (QPI) termed multi-ATOM.
  • Implementation of robust system calibration and validation for image acquisition and phenotyping reproducibility.
  • Characterization of over 1,000,000 cells to establish high-dimensional single-cell biophysical phenotypic profiles.

Main Results:

  • The multi-ATOM system achieves a throughput of >10,000 cells/s, enabling unprecedented label-free single-cell QPI.
  • Demonstrated ability to generate high-dimensional biophysical phenotypic profiles at ultra-large-scale.
  • Achieved high accuracy (~92-97%) in classifying multiple human leukemic cell types using label-free phenotypic data.

Conclusions:

  • The developed multi-ATOM QPI flow cytometer overcomes throughput and reproducibility challenges in biophysical phenotyping.
  • This technology enables high-statistical-power, label-free single-cell analysis for biological discovery.
  • It holds significant potential for cost-effective clinical diagnostics and advancing mainstream cytometry.