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Zhou M, Urrutia Gomez JE, Mandsberg NK, Liu S, Schmidt S, Meier M, Levkin PA, Jahnke H, Popova A. Electrode Droplet Microarray (eDMA): An Impedance Platform for Label-Free Parallel Monitoring of Cellular Drug Response in Nanoliter Droplets. Adv Healthc Mater 2025; 14:e2402046. [PMID: 39403791 PMCID: PMC11773094 DOI: 10.1002/adhm.202402046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 08/24/2024] [Indexed: 01/29/2025]
Abstract
Label-free real-time monitoring of cellular behavior using impedance spectroscopy is important for drug development and toxicological assessments. Parallelization and miniaturization of such experiments are essential for increasing throughput and enabling experiments with low abundant stem or primary cells. Traditional methods are not miniaturized and require large volumes of reagents and number of cells, limiting their suitability for cost effective high-throughput screening of cells of limited availability. Here, the fabrication, optimization, and application of a bioelectrical signaling monitoring system - electrode droplet microarray (eDMA) are demonstrated. The eDMA platform is based on preparation of a hydrophilic-superhydrophobic patterns covering an array of individually addressable microelectrodes, which confines cells to individual microelectrodes, allowing for parallel, real-time, and label-free detection of cellular responses to drug treatments in nanoliter droplets. The real-time monitoring of cytotoxic effect of an anticancer drug is demonstrated over 48 h with real-time calculation of the half-inhibitory concentration (IC50) values through impedance spectroscopy. This demonstrates eDMA's ability to dynamically assess responses to various drugs in parallel at any given time point, which is crucial for functional personalized oncology. Specifically, the platform can be employed for monitoring anticancer drug toxicity using limited patient samples, where the miniaturization provided by eDMA is essential.
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Affiliation(s)
- Meijun Zhou
- Institute of Biological and Chemical Systems – Functional Molecular Systems (IBCS‐FMS)Karlsruhe Institute of TechnologyKaiserstrasse 1276131KarlsruheGermany
| | - Joaquin E. Urrutia Gomez
- Institute of Biological and Chemical Systems – Functional Molecular Systems (IBCS‐FMS)Karlsruhe Institute of TechnologyKaiserstrasse 1276131KarlsruheGermany
- Karlsruhe Institute of Technology (KIT)Institute of Automation and Applied Informatics (IAI) Eggenstein‐Leopoldshafen76344KarlsruheGermany
| | - Nikolaj K. Mandsberg
- Institute of Biological and Chemical Systems – Functional Molecular Systems (IBCS‐FMS)Karlsruhe Institute of TechnologyKaiserstrasse 1276131KarlsruheGermany
| | - Sida Liu
- Institute of Biological and Chemical Systems – Functional Molecular Systems (IBCS‐FMS)Karlsruhe Institute of TechnologyKaiserstrasse 1276131KarlsruheGermany
| | - Sabine Schmidt
- Centre for Biotechnology and BiomedicineBiochemical Cell TechnologyLeipzig UniversityDeutscher Platz 5D‐04103LeipzigGermany
| | - Matthias Meier
- Centre for Biotechnology and BiomedicineBiochemical Cell TechnologyLeipzig UniversityDeutscher Platz 5D‐04103LeipzigGermany
| | - Pavel A. Levkin
- Institute of Biological and Chemical Systems – Functional Molecular Systems (IBCS‐FMS)Karlsruhe Institute of TechnologyKaiserstrasse 1276131KarlsruheGermany
- Institute of Organic ChemistryKarlsruhe Institute of TechnologyKaiserstrasse 1276131KarlsruheGermany
| | - Heinz‐Georg Jahnke
- Centre for Biotechnology and BiomedicineBiochemical Cell TechnologyLeipzig UniversityDeutscher Platz 5D‐04103LeipzigGermany
| | - Anna Popova
- Institute of Biological and Chemical Systems – Functional Molecular Systems (IBCS‐FMS)Karlsruhe Institute of TechnologyKaiserstrasse 1276131KarlsruheGermany
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Bhat VJ, Blaschke D, Vegesna SV, Burgold-Voigt S, Müller E, Ehricht R, Schmidt H. Monitoring the Dilution of Buffer Solutions with Different pH Values above and below Physiological pH in Very Small Volumes. SENSORS (BASEL, SWITZERLAND) 2024; 24:5751. [PMID: 39275661 PMCID: PMC11487416 DOI: 10.3390/s24175751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 08/31/2024] [Accepted: 09/03/2024] [Indexed: 09/16/2024]
Abstract
The accurate determination of the post-dilution concentration of biological buffers is essential for retaining the necessary properties and effectiveness of the buffer to maintain stable cellular environments and optimal conditions for biochemical reactions. In this work, we introduce a silicon-based impedance chip, which offers a rapid and reagent-free approach for monitoring the buffer concentrations after dilution with deionized (DI) water. The impedance of the impedance chip is measured, and the impedance data are modeled using a multiparameter equivalent circuit model. We investigated six aqueous biological buffers with pH values above and below the physiological pH for most tissues (pH ~ 7.2-7.4) following dilution with DI water by factors of 2.0, 10.0, 20.0, 100.0, and 200.0. The impedance measurement is then performed for the frequency spectrum of 40 Hz to 1 MHz. From the interpretation of the impedance measurement using the multiparameter equivalent circuit model, we report a buffer-sensitive equivalent circuit parameter RAu/Si of the silicon-based impedance chip showing a linear trend on a logarithmic scale with the buffer concentration change after dilution. The parameter RAu/Si is independent of the buffer pH and the added volume. The results demonstrate the efficacy of the silicon-based impedance chip as a versatile tool for precise post-dilution concentration determination of diverse biologically relevant buffers. The presented impedance chip offers rapid, accurate, and reliable monitoring, making it highly suitable for integration into automated liquid-handling systems to enhance the efficiency and precision of biological and chemical processes.
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Affiliation(s)
- Vinayak J. Bhat
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
- Institute of Solid State Physics, Friedrich Schiller University Jena, 07743 Jena, Germany
| | - Daniel Blaschke
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
| | - Sahitya V. Vegesna
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
- Institute of Solid State Physics, Friedrich Schiller University Jena, 07743 Jena, Germany
| | - Sindy Burgold-Voigt
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
- InfectoGnostics Research Campus, 07743 Jena, Germany
| | - Elke Müller
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
- InfectoGnostics Research Campus, 07743 Jena, Germany
| | - Ralf Ehricht
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
- InfectoGnostics Research Campus, 07743 Jena, Germany
- Institute of Physical Chemistry, Friedrich Schiller University Jena, 07743 Jena, Germany
| | - Heidemarie Schmidt
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
- Institute of Solid State Physics, Friedrich Schiller University Jena, 07743 Jena, Germany
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Bakhtiari S, Manshadi MKD, Mansoorifar A, Beskok A. A Microfluidic Dielectric Spectroscopy System for Characterization of Biological Cells in Physiological Media. SENSORS (BASEL, SWITZERLAND) 2022; 22:463. [PMID: 35062423 PMCID: PMC8779508 DOI: 10.3390/s22020463] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 12/31/2021] [Accepted: 01/05/2022] [Indexed: 02/04/2023]
Abstract
Dielectric spectroscopy (DS) is a promising cell screening method that can be used for diagnostic and drug discovery purposes. The primary challenge of using DS in physiological buffers is the electrode polarization (EP) that overwhelms the impedance signal within a large frequency range. These effects further amplify with the miniaturization of the measurement electrodes. In this study, we present a microfluidic system and the associated equivalent circuit models for real-time measurements of cell membrane capacitance and cytoplasm resistance in physiological buffers with 10 s increments. The current device captures several hundreds of biological cells in individual microwells through gravitational settling and measures the system's impedance using microelectrodes covered with dendritic gold nanostructures. Using PC-3 cells (a highly metastatic prostate cancer cell line) suspended in cell growth media (CGM), we demonstrate stable measurements of cell membrane capacitance and cytoplasm resistance in the device for over 15 min. We also describe a consistent application of the equivalent circuit model, starting from the reference measurements used to determine the system parameters. The circuit model is tested using devices with varying dimensions, and the obtained cell parameters between different devices are nearly identical. Further analyses of the impedance data have shown that accurate cell membrane capacitance and cytoplasm resistance can be extracted using a limited number of measurements in the 5 MHz to 10 MHz range. This will potentially reduce the timescale required for real-time DS measurements below 1 s. Overall, the new microfluidic device can be used for the dielectric characterization of biological cells in physiological buffers for various cell screening applications.
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Affiliation(s)
| | | | | | - Ali Beskok
- Mechanical Engineering Department, Southern Methodist University, Dallas, TX 75275, USA; (S.B.); (M.K.D.M.); (A.M.)
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Bhat VJ, Vegesna SV, Kiani M, Zhao X, Blaschke D, Du N, Vogel M, Kluge S, Raff J, Hübner U, Skorupa I, Rebohle L, Schmidt H. Detecting Bacterial Cell Viability in Few µL Solutions from Impedance Measurements on Silicon-Based Biochips. Int J Mol Sci 2021; 22:ijms22073541. [PMID: 33805483 PMCID: PMC8037661 DOI: 10.3390/ijms22073541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Revised: 03/25/2021] [Accepted: 03/26/2021] [Indexed: 11/20/2022] Open
Abstract
Using two different types of impedance biochips (PS5 and BS5) with ring top electrodes, a distinct change of measured impedance has been detected after adding 1–5 µL (with dead or live Gram-positive Lysinibacillus sphaericus JG-A12 cells to 20 µL DI water inside the ring top electrode. We relate observed change of measured impedance to change of membrane potential of L. sphaericus JG-A12 cells. In contrast to impedance measurements, optical density (OD) measurements cannot be used to distinguish between dead and live cells. Dead L. sphaericus JG-A12 cells have been obtained by adding 0.02 mg/mL of the antibiotics tetracycline and 0.1 mg/mL chloramphenicol to a batch with OD0.5 and by incubation for 24 h, 30 °C, 120 rpm in the dark. For impedance measurements, we have used batches with a cell density of 25.5 × 108 cells/mL (OD8.5) and 270.0 × 108 cells/mL (OD90.0). The impedance biochip PS5 can be used to detect the more resistive and less capacitive live L. sphaericus JG-A12 cells. Also, the impedance biochip BS5 can be used to detect the less resistive and more capacitive dead L. sphaericus JG-A12 cells. An outlook on the application of the impedance biochips for high-throughput drug screening, e.g., against multi-drug-resistant Gram-positive bacteria, is given.
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Affiliation(s)
- Vinayak J. Bhat
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745 Jena, Germany; (V.J.B.); (D.B.); (U.H.)
| | - Sahitya V. Vegesna
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745 Jena, Germany; (V.J.B.); (D.B.); (U.H.)
- Correspondence: (S.V.V.); (N.D.); (H.S.)
| | - Mahdi Kiani
- Center for Microtechnologies, Chemnitz University of Technology, 09126 Chemnitz, Germany; (M.K.); (X.Z.)
| | - Xianyue Zhao
- Center for Microtechnologies, Chemnitz University of Technology, 09126 Chemnitz, Germany; (M.K.); (X.Z.)
| | - Daniel Blaschke
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745 Jena, Germany; (V.J.B.); (D.B.); (U.H.)
| | - Nan Du
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745 Jena, Germany; (V.J.B.); (D.B.); (U.H.)
- Institute for Solid State Physics, Friedrich Schiller University Jena, Helmholtzweg 3, 07743 Jena, Germany
- Correspondence: (S.V.V.); (N.D.); (H.S.)
| | - Manja Vogel
- Helmholtz-Zentrum Dresden-Rossendorf, Bautzner Landstraße 400, 01328 Dresden, Germany; (M.V.); (S.K.); (J.R.); (I.S.); (L.R.)
| | - Sindy Kluge
- Helmholtz-Zentrum Dresden-Rossendorf, Bautzner Landstraße 400, 01328 Dresden, Germany; (M.V.); (S.K.); (J.R.); (I.S.); (L.R.)
| | - Johannes Raff
- Helmholtz-Zentrum Dresden-Rossendorf, Bautzner Landstraße 400, 01328 Dresden, Germany; (M.V.); (S.K.); (J.R.); (I.S.); (L.R.)
| | - Uwe Hübner
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745 Jena, Germany; (V.J.B.); (D.B.); (U.H.)
| | - Ilona Skorupa
- Helmholtz-Zentrum Dresden-Rossendorf, Bautzner Landstraße 400, 01328 Dresden, Germany; (M.V.); (S.K.); (J.R.); (I.S.); (L.R.)
| | - Lars Rebohle
- Helmholtz-Zentrum Dresden-Rossendorf, Bautzner Landstraße 400, 01328 Dresden, Germany; (M.V.); (S.K.); (J.R.); (I.S.); (L.R.)
| | - Heidemarie Schmidt
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745 Jena, Germany; (V.J.B.); (D.B.); (U.H.)
- Institute for Solid State Physics, Friedrich Schiller University Jena, Helmholtzweg 3, 07743 Jena, Germany
- Correspondence: (S.V.V.); (N.D.); (H.S.)
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Kiani M, Tannert A, Du N, Hübner U, Skorupa I, Bürger D, Zhao X, Blaschke D, Rebohle L, Cherkouk C, Neugebauer U, Schmidt OG, Schmidt H. Towards Bacteria Counting in DI Water of Several Microliters or Growing Suspension Using Impedance Biochips. BIOSENSORS-BASEL 2020; 10:bios10080082. [PMID: 32717845 PMCID: PMC7460460 DOI: 10.3390/bios10080082] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2020] [Revised: 07/09/2020] [Accepted: 07/18/2020] [Indexed: 12/27/2022]
Abstract
We counted bacterial cells of E. coli strain K12 in several-microliter DI water or in several-microliter PBS in the low optical density (OD) range (OD = 0.05–1.08) in contact with the surface of Si-based impedance biochips with ring electrodes by impedance measurements. The multiparameter fit of the impedance data allowed calibration of the impedance data with the concentration cb of the E. coli cells in the range of cb = 0.06 to 1.26 × 109 cells/mL. The results showed that for E. coli in DI water and in PBS, the modelled impedance parameters depend linearly on the concentration of cells in the range of cb = 0.06 to 1.26 × 109 cells/mL, whereas the OD, which was independently measured with a spectrophotometer, was only linearly dependent on the concentration of the E. coli cells in the range of cb = 0.06 to 0.50 × 109 cells/mL.
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Affiliation(s)
- Mahdi Kiani
- Department Nano Device Technology, Fraunhofer Institute for Electronic Nano Systems, Technologie-Campus 3, 09126 Chemnitz, Germany; (D.B.); (X.Z.)
- Material Systems for Nanoelectronics, Chemnitz University of Technology, 09126 Chemnitz, Germany;
- Correspondence: (M.K.); (N.D.); (H.S.)
| | - Astrid Tannert
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745 Jena, Germany; (A.T.); (U.H.); (D.B.); (U.N.)
- Center for Sepsis Control and Care, Jena University Hospital, Am Klinikum 1, 07747 Jena, Germany
| | - Nan Du
- Department Nano Device Technology, Fraunhofer Institute for Electronic Nano Systems, Technologie-Campus 3, 09126 Chemnitz, Germany; (D.B.); (X.Z.)
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745 Jena, Germany; (A.T.); (U.H.); (D.B.); (U.N.)
- Institute for Solid State Physics, Friedrich Schiller University Jena, 07743 Jena, Germany
- Correspondence: (M.K.); (N.D.); (H.S.)
| | - Uwe Hübner
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745 Jena, Germany; (A.T.); (U.H.); (D.B.); (U.N.)
| | - Ilona Skorupa
- Helmholtz-Zentrum Dresden-Rossendorf, Bautzner Landstraße 400, 01328 Dresden, Germany; (I.S.); (L.R.); (C.C.)
| | - Danilo Bürger
- Department Nano Device Technology, Fraunhofer Institute for Electronic Nano Systems, Technologie-Campus 3, 09126 Chemnitz, Germany; (D.B.); (X.Z.)
| | - Xianyue Zhao
- Department Nano Device Technology, Fraunhofer Institute for Electronic Nano Systems, Technologie-Campus 3, 09126 Chemnitz, Germany; (D.B.); (X.Z.)
| | - Daniel Blaschke
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745 Jena, Germany; (A.T.); (U.H.); (D.B.); (U.N.)
- Helmholtz-Zentrum Dresden-Rossendorf, Bautzner Landstraße 400, 01328 Dresden, Germany; (I.S.); (L.R.); (C.C.)
| | - Lars Rebohle
- Helmholtz-Zentrum Dresden-Rossendorf, Bautzner Landstraße 400, 01328 Dresden, Germany; (I.S.); (L.R.); (C.C.)
| | - Charaf Cherkouk
- Helmholtz-Zentrum Dresden-Rossendorf, Bautzner Landstraße 400, 01328 Dresden, Germany; (I.S.); (L.R.); (C.C.)
| | - Ute Neugebauer
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745 Jena, Germany; (A.T.); (U.H.); (D.B.); (U.N.)
- Center for Sepsis Control and Care, Jena University Hospital, Am Klinikum 1, 07747 Jena, Germany
| | - Oliver G. Schmidt
- Material Systems for Nanoelectronics, Chemnitz University of Technology, 09126 Chemnitz, Germany;
- Institute for Integrative Nanosciences IFW Dresden, Helmholtzstr. 20, 01069 Dresden, Germany
| | - Heidemarie Schmidt
- Department Nano Device Technology, Fraunhofer Institute for Electronic Nano Systems, Technologie-Campus 3, 09126 Chemnitz, Germany; (D.B.); (X.Z.)
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745 Jena, Germany; (A.T.); (U.H.); (D.B.); (U.N.)
- Institute for Solid State Physics, Friedrich Schiller University Jena, 07743 Jena, Germany
- Correspondence: (M.K.); (N.D.); (H.S.)
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