Impedance-based tracking of the loss of intracellular components in microalgae cells

https://doi.org/10.1016/j.snb.2022.131514Get rights and content

Highlights

  • Impact analysis of intracellular density and distribution on the impedance signals.

  • Characterization of cellular morphology by the low-frequency impedance detection.

  • Intracellular phenotyping via the magnitude and shape of high-frequency impedance pulses.

Abstract

Cell staining is a typical procedure for assessing the distribution and density of intracellular components. In this work, a label-free alternative is developed and verified using impedance cytometry to characterize the loss of intracellular components in Euglena gracilis (E. gracilis) cells. By inhibiting chloroplast synthesis, the number of chloroplasts in single cells are reduced gradually, as is the density of intracellular components. As a result, low-frequency impedance signals (0.5 MHz) are shown to assess the cell morphology. With increasing voltage frequency (i.e., > 1 MHz), the resistance of the cell membrane lowers, and the cell membrane eventually becomes transparent to impedance detection. The magnitude and morphology of impedance signals (6 MHz) get the dependance on the density and distribution of intracellular components, respectively. Additionally, impedance-based cell phenotyping reveals that the shrinking of intracellular components and cell volume can cause two distinct declines in the high- and low-frequency electrical diameter of single cells, respectively. This conclusion is confirmed by simulation results and the time course of the changes in electrical diameters and electrical opacity. To sum up, our findings indicate that impedance cytometry and our analysis method can be further refined to serve as a powerful and non-invasive tool for assessing intracellular components at the single cell level.

Introduction

For a living cell, organelles, biomolecules, and cytoplasm all work together to control the cellular states and functionalities [1], [2], [3]. Within such a highly compacted system, the changes in intracellular densities are significant, as its effect on biophysical properties of cells such as macromolecular crowding, diffusion, mechanical stiffness, and phase transitions [4], [5], [6], [7], [8]. Although numerous approaches, such as live-cell imaging [6], [7], Raman flow cytometry [8], [9], [10], and chemical probes [11], [12], have shown the capability of detecting the changes in intracellular components, they are time-consuming, labor-intensive, and incapable of real-time analysis [13], [14]. In this study, we employed impedance cytometry [15], [16], [17], [18] to evaluate the changes in intracellular distribution and density of single cells, which is a simple and convenient method.

Impedance cytometry has the potential to characterize intracellular components of single cells in a label-free manner, which has been demonstrated by Xu et al. theoretically [19] using single-shell model. As the impedance of cell membrane is frequency-dependent, the cell shows high resistance to low-frequency electric field (typically < 1 MHz), resulting in the cellular morphology dependency of the low-frequency impedance signals [20], [21], [22]. Based on our past research [20], at low detection frequencies, impedance pulses show a tilt tendency for objects with asymmetric shapes, and the level of tilt is directly related to the level of asymmetry. By contrast, the impedance detection at high detection frequencies can characterize intracellular components [23]. The high-frequency electric field (typically >1 MHz) has the ability to pass through the membrane [24], [25]. The change in intracellular components would theoretically cause the change in conductivity at high detection frequencies. To date, although there are numerous applications of impedance cytometry for cell/particle detection (i.e., ~10–30 µm), the effects of intracellular components on impedance components are still rarely investigated [26], [27], [28], [29], [30].

In this paper, we established a new high-throughput single-cell characterization method that delivers information related to the distribution and density of intracellular components of cells at rates of up to 1500 cells per second. The impedance detection is carried out via a field programmable gate array (FPGA) board [31] with two detection frequencies, including 6 MHz high frequency (ZHF) and 500 kHz low frequency (ZLF). Through numerical simulation, we first found that the density and distribution of intracellular components have direct impacts on the high frequency impedance signals, which can be quantified through electrical diameter (ZHF1/3) and tilt index (THFLeft/THFRight1). Besides, cell volume and shape can be quantified by low-frequency impedance signals based on low-frequency electrical diameter (ZLF1/3) and tilt index (TLFLeft/TLFRight1). In experiments, Euglena gracilis (E. gracilis) cells were employed to verify the capability of impedance cytometry. Without the light stimulus, chloroplast synthesis was suppressed, resulting in the changes in the intracellular densities. Experimental results confirmed that the free space caused chloroplast loss can be reflected by the decrease in the high-frequency impedance signals and opacity (ratio of ZHF/ZLF) of single cells. Together, the simplicity of the measurement suggests that our method is suitable for a new generation of quick assays for the density and distribution of intracellular components at the single cell level.

Section snippets

Sample preparation

E. gracilis cells used in this work are the Euglena gracilis Z (NIES-48) strain provided by the Microbial Culture Collection at the National Institute for Environmental Studies (NIES, Japan). During pre-cultivation, E. gracilis cells were cultivated in a culture tube using Koren-Hutner (KH) medium (pH 3.5) [32] for more than one week. Cell cultures were kept at 23.5 ℃ under continuous light illumination of 130 − 150 μmol/m2/s photons. In experiments, E. gracilis cells in the precultures were

Effects of intracellular density on impedance signal

The propagation of current in a microchannel is illustrated in Fig. 2(a-ii) and (b-ii), where the solid and smooth black lines denote the current signals. At a low frequency (500 kHz), current signals abruptly change direction as they cross the cell membrane (see Fig. 2(a-ii)). This phenomenon is known as the high resistance of the cell membrane, which can distort the propagation profile of low-frequency current. At a detection frequency between 1 and 5 MHz [35], the lipid bilayer of the cell

Conclusions

In this study, impedance cytometry is employed to investigate the impact of chloroplast loss on intracellular density and distributions of E. gracilis cells. We initially demonstrated through numerical modeling that low-frequency impedance signals can only characterize changes in the morphology of single cells. To analyze intracellular components, high-frequency impedance detection (at least > 5 MHz) is necessary to allow high-frequency current to propagate through the target cell.

CRediT authorship contribution statement

Conceptualization: Tao Tang, Yaxiaer Yalikun, Methodology: Tao Tang, Yaxiaer Yalikun, Simulation: Xun Liu, Tao Tang, Experiments: Tao Tang, Data analysis: Tao Tang, Xun Liu, Device fabrication: Yapeng Yuan, Tao Tang, Yo Tanaka, Resource: Tao Tang, Ryota Kiya, Tianlong Zhang, Kengo Suzuki, Yo Tanaka, Yoichiroh Hosokawa and Yaxiaer Yalikun, Writing original draft: Tao Tang, Writing review & editing: Tao Tang, Yaxiaer Yalikun, Ming Li, Yo Tanaka, Yoichiroh Hosokawa, Funding acquisition: Tao Tang,

Declaration of Competing Interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Acknowledgements

This work is supported by Japan Society for the Promotion of Science Core-to-Core program, Japan Society for the Promotion of Science Grant-in-Aid for Scientific Research (No. 20K15151), White Rock Foundation, Amada Foundation, Japan, Sasakawa Scientific Research Grant, Japan, and Nippon Sheet Glass Foundation, Japan, Australian Research Council (ARC) Discovery Project (DP200102269), Australia, and the Nara Institute of Science and Technology Support Foundation, Japan. Japan Science and

Tao Tang received his Master degree in Mechanical Engineering from Chongqing University, China, in 2019. He is now a Ph.D. candidate in Materials Science at Nara Institute of Science and Technology, Japan. His filed of interesting is in investigation of single cell analysis in microfluidic devices, digital signal processing and the development of automatic detection system.

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  • Cited by (0)

    Tao Tang received his Master degree in Mechanical Engineering from Chongqing University, China, in 2019. He is now a Ph.D. candidate in Materials Science at Nara Institute of Science and Technology, Japan. His filed of interesting is in investigation of single cell analysis in microfluidic devices, digital signal processing and the development of automatic detection system.

    Xun Liu received his Master degree in Mechanical Engineering from Chinese Academy of Sciences, China, in 2019. He is now a Ph.D. candidate in Materials Science at Nara Institute of Science and Technology, Japan. He is particularly interested in single-cell poration techniques, microfluidic hydrodynamic analysis, and the development of ultrafast microfluidic devices.

    Yapeng Yuan received his Master’s degree in Mechanical Engineering from Dalian Maritime University, China, in 2018. He is now a Ph.D. candidate in Osaka University, Japan. His filed of interesting is microfluidic devices.

    Tianlong Zhang received a bachelor's degree in engineering and master's degree in engineering from Jilin University, China in 2014 and 2017, respectively. He is currently a cotutelle PhD candidate in Division of Materials Science at Nara Institute of Science and Technology (NAIST), Japan and School of Engineering at Macquarie University, Australia. His research interests include microfluidics, cell mechanics, cancer metastasis and laser processing.

    Ryota Kiya is a Master student in Division of Materials Science at Nara Institute of Science and Technology (NAIST), Japan. He is focused on the development of high-through cell sorter and also the application of femtosecond laser in the microfluidic devices.

    Kengo Suzuki received his Ph.D. degree in engineering at the University of Tokyo in 2006. He is the Co-Founder of euglena Co., Ltd now. He has extensive experience cultivating and applying Euglena gracilis cells.

    Yo Tanaka received his Ph.D. degree in engineering at the University of Tokyo in 2007. He worked as an Assistant Professor at the Department of Applied Chemistry, School of Engineering, the University of Tokyo, Japan from 2008 to 2011 (in Prof. Takehiko Kitamori group). He has been working as a Unit Leader (PI position) since 2011 (Team Leader since 2019) at RIKEN, Japan. His field of research includes the development of glass micro fluidic devices, novel principle devices using cellular unique functions, analytical chemistry, and the development of user-friendly tools for biological studies using microfluidic technology.

    Ming Li is currently a Lecturer in the School of Engineering at Macquarie University in Sydney, Australia. She competed her PhD in Mechanical Engineering at the University of Wollongong, Australia in 2013. She was a postdoctoral research fellow in the Department of Bioengineering and Department of Electrical Engineering at the University of California, Los Angeles, USA from 2014 to 2017, and Department of Electrical and Computer Engineering at the University of Houston, USA from 2013 to 2014. Her research interests include microfluidics, plasmonic biosensors, lab-on-a-chip devices and cytometry

    Yoichiroh Hosokawa is a Professor in the Division of Materials Science, Nara Institute of Science and Technology, Japan. He is also a Joint Associate Professor in the Institute of BioPhotonics, National Yang Ming University, Taiwan. He received a Ph.D. in Applied Physics from Osaka University, Japan. His interest is in investigation of strong photo- excitation phenomena induced by intense ultra-short pulse lasers and their applications to manipulation and analysis of biological cells in microfluidic chips.

    Yaxiaer Yalikun received his Ph.D. degree from Osaka University, Japan, in 2014. He worked as a specially appointed assistant professor in the Department of Mechanical Engineering, Graduate School of Engineering, Osaka University, from 2014 to 2015. He held the position of Postdoctoral Researcher in the Quantitative Biology Center, RIKEN, Japan, from 2015 to 2018. He has been working at Nara Institute of Science and Technology, Japan, as an Associate Professor since 2018. His field of research includes the development of ultra-thin glass microfluidic devices (over 5 years) for cell biology, micro glass sensors, high-speed cell imaging, and femtosecond laser-based microfabrication.

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    Both authors contributed equally to this work

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