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Nwogbaga I, Kim AH, Camley BA. Physical limits on galvanotaxis. Phys Rev E 2023; 108:064411. [PMID: 38243498 DOI: 10.1103/physreve.108.064411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 10/17/2023] [Indexed: 01/21/2024]
Abstract
Eukaryotic cells can polarize and migrate in response to electric fields via "galvanotaxis," which aids wound healing. Experimental evidence suggests cells sense electric fields via molecules on the cell's surface redistributing via electrophoresis and electroosmosis, though the sensing species has not yet been conclusively identified. We develop a model that links sensor redistribution and galvanotaxis using maximum likelihood estimation. Our model predicts a single universal curve for how galvanotactic directionality depends on field strength. We can collapse measurements of galvanotaxis in keratocytes, neural crest cells, and granulocytes to this curve, suggesting that stochasticity due to the finite number of sensors may limit galvanotactic accuracy. We find cells can achieve experimentally observed directionalities with either a few (∼100) highly polarized sensors or many (∼10^{4}) sensors with an ∼6-10% change in concentration across the cell. We also identify additional signatures of galvanotaxis via sensor redistribution, including the presence of a tradeoff between accuracy and variance in cells being controlled by rapidly switching fields. Our approach shows how the physics of noise at the molecular scale can limit cell-scale galvanotaxis, providing important constraints on sensor properties and allowing for new tests to determine the specific molecules underlying galvanotaxis.
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Affiliation(s)
- Ifunanya Nwogbaga
- Thomas C. Jenkins Department of Biophysics, Johns Hopkins University, Baltimore, Maryland 21218, USA
| | - A Hyun Kim
- Thomas C. Jenkins Department of Biophysics, Johns Hopkins University, Baltimore, Maryland 21218, USA
| | - Brian A Camley
- Thomas C. Jenkins Department of Biophysics, Johns Hopkins University, Baltimore, Maryland 21218, USA
- William H. Miller III Department of Physics & Astronomy, Johns Hopkins University, Baltimore, Maryland 21218, USA
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2
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Riedl M, Sixt M. The excitable nature of polymerizing actin and the Belousov-Zhabotinsky reaction. Front Cell Dev Biol 2023; 11:1287420. [PMID: 38020899 PMCID: PMC10643615 DOI: 10.3389/fcell.2023.1287420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 10/16/2023] [Indexed: 12/01/2023] Open
Abstract
The intricate regulatory processes behind actin polymerization play a crucial role in cellular biology, including essential mechanisms such as cell migration or cell division. However, the self-organizing principles governing actin polymerization are still poorly understood. In this perspective article, we compare the Belousov-Zhabotinsky (BZ) reaction, a classic and well understood chemical oscillator known for its self-organizing spatiotemporal dynamics, with the excitable dynamics of polymerizing actin. While the BZ reaction originates from the domain of inorganic chemistry, it shares remarkable similarities with actin polymerization, including the characteristic propagating waves, which are influenced by geometry and external fields, and the emergent collective behavior. Starting with a general description of emerging patterns, we elaborate on single droplets or cell-level dynamics, the influence of geometric confinements and conclude with collective interactions. Comparing these two systems sheds light on the universal nature of self-organization principles in both living and inanimate systems.
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Affiliation(s)
- Michael Riedl
- Institute of Science and Technology Austria (ISTA), Klosterneuburg, Austria
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Nwogbaga I, Camley BA. Coupling cell shape and velocity leads to oscillation and circling in keratocyte galvanotaxis. Biophys J 2023; 122:130-142. [PMID: 36397670 PMCID: PMC9822803 DOI: 10.1016/j.bpj.2022.11.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 10/03/2022] [Accepted: 11/11/2022] [Indexed: 11/18/2022] Open
Abstract
During wound healing, fish keratocyte cells undergo galvanotaxis where they follow a wound-induced electric field. In addition to their stereotypical persistent motion, keratocytes can develop circular motion without a field or oscillate while crawling in the field direction. We developed a coarse-grained phenomenological model that captures these keratocyte behaviors. We fit this model to experimental data on keratocyte response to an electric field being turned on. A critical element of our model is a tendency for cells to turn toward their long axis, arising from a coupling between cell shape and velocity, which gives rise to oscillatory and circular motion. Galvanotaxis is influenced not only by the field-dependent responses, but also cell speed and cell shape relaxation rate. When the cell reacts to an electric field being turned on, our model predicts that stiff, slow cells react slowly but follow the signal reliably. Cells that polarize and align to the field at a faster rate react more quickly and follow the signal more reliably. When cells are exposed to a field that switches direction rapidly, cells follow the average of field directions, while if the field is switched more slowly, cells follow a "staircase" pattern. Our study indicated that a simple phenomenological model coupling cell speed and shape is sufficient to reproduce a broad variety of different keratocyte behaviors, ranging from circling to oscillation to galvanotactic response, by only varying a few parameters.
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Affiliation(s)
- Ifunanya Nwogbaga
- Department of Biophysics, Johns Hopkins University, Baltimore, Maryland
| | - Brian A Camley
- Department of Biophysics, Johns Hopkins University, Baltimore, Maryland; William H. Miller III Department of Physics & Astronomy, Johns Hopkins University, Baltimore, Maryland.
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Walker JC, Jorgensen AM, Sarkar A, Gent SP, Messerli MA. Anionic polymers amplify electrokinetic perfusion through extracellular matrices. Front Bioeng Biotechnol 2022; 10:983317. [PMID: 36225599 PMCID: PMC9548625 DOI: 10.3389/fbioe.2022.983317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 09/07/2022] [Indexed: 11/17/2022] Open
Abstract
Electrical stimulation (ES) promotes healing of chronic epidermal wounds and delays degeneration of articular cartilage. Despite electrotherapeutic treatment of these non-excitable tissues, the mechanisms by which ES promotes repair are unknown. We hypothesize that a beneficial role of ES is dependent on electrokinetic perfusion in the extracellular space and that it mimics the effects of interstitial flow. In vivo, the extracellular space contains mixtures of extracellular proteins and negatively charged glycosaminoglycans and proteoglycans surrounding cells. While these anionic macromolecules promote water retention and increase mechanical support under compression, in the presence of ES they should also enhance electro-osmotic flow (EOF) to a greater extent than proteins alone. To test this hypothesis, we compare EOF rates between artificial matrices of gelatin (denatured collagen) with matrices of gelatin mixed with anionic polymers to mimic endogenous charged macromolecules. We report that addition of anionic polymers amplifies EOF and that a matrix comprised of 0.5% polyacrylate and 1.5% gelatin generates EOF with similar rates to those reported in cartilage. The enhanced EOF reduces mortality of cells at lower applied voltage compared to gelatin matrices alone. We also use modeling to describe the range of thermal changes that occur during these electrokinetic experiments and during electrokinetic perfusion of soft tissues. We conclude that the negative charge density of native extracellular matrices promotes electrokinetic perfusion during electrical therapies in soft tissues and may promote survival of artificial tissues and organs prior to vascularization and during transplantation.
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Affiliation(s)
- Joseph C. Walker
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD, United States
| | - Ashley M. Jorgensen
- Department of Mechanical Engineering, South Dakota State University, Brookings, SD, United States
| | - Anyesha Sarkar
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD, United States
| | - Stephen P. Gent
- Department of Mechanical Engineering, South Dakota State University, Brookings, SD, United States
| | - Mark A. Messerli
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD, United States
- *Correspondence: Mark A. Messerli,
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Pittman M, Iu E, Li K, Wang M, Chen J, Taneja N, Jo MH, Park S, Jung WH, Liang L, Barman I, Ha T, Gaitanaros S, Liu J, Burnette D, Plotnikov S, Chen Y. Membrane Ruffling is a Mechanosensor of Extracellular Fluid Viscosity. NATURE PHYSICS 2022; 18:1112-1121. [PMID: 37220497 PMCID: PMC10202009 DOI: 10.1038/s41567-022-01676-y] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 06/17/2022] [Indexed: 05/25/2023]
Abstract
Cell behaviour is affected by the physical forces and mechanical properties of the cells and of their microenvironment. The viscosity of extracellular fluid - a component of the cellular microenvironment - can vary by orders of magnitude, but its effect on cell behaviour remains largely unexplored. Using bio-compatible polymers to increase the viscosity of the culture medium, we characterize how viscosity affects cell behaviour. We find that multiple types of adherent cells respond in an unexpected but similar manner to elevated viscosity. In a highly viscous medium, cells double their spread area, exhibit increased focal adhesion formation and turnover, generate significantly greater traction forces, and migrate nearly two times faster. We observe that when cells are immersed in regular medium, these viscosity-dependent responses require an actively ruffling lamellipodium - a dynamic membrane structure at the front of the cell. We present evidence that cells utilize membrane ruffling to sense changes in extracellular fluid viscosity and to trigger adaptive responses.
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Affiliation(s)
- Matthew Pittman
- Department of Mechanical Engineering, Johns Hopkins University
- Institute for NanoBioTechnology, Johns Hopkins University
- Center for Cell Dynamics, Johns Hopkins University
| | - Ernest Iu
- Department of Cell & Systems Biology, University of Toronto
| | - Keva Li
- Department of Mechanical Engineering, Johns Hopkins University
- Institute for NanoBioTechnology, Johns Hopkins University
- Center for Cell Dynamics, Johns Hopkins University
| | - Mingjiu Wang
- Department of Mechanical Engineering, Johns Hopkins University
- Institute for NanoBioTechnology, Johns Hopkins University
- Center for Cell Dynamics, Johns Hopkins University
| | - Junjie Chen
- Department of Mechanical Engineering, Johns Hopkins University
- Institute for NanoBioTechnology, Johns Hopkins University
- Center for Cell Dynamics, Johns Hopkins University
| | - Nilay Taneja
- Department of Cell and Developmental Biology, Vanderbilt University
| | | | - Seungman Park
- Department of Mechanical Engineering, Johns Hopkins University
- Institute for NanoBioTechnology, Johns Hopkins University
- Center for Cell Dynamics, Johns Hopkins University
| | - Wei-Hung Jung
- Department of Mechanical Engineering, Johns Hopkins University
- Institute for NanoBioTechnology, Johns Hopkins University
- Center for Cell Dynamics, Johns Hopkins University
| | - Le Liang
- Department of Mechanical Engineering, Johns Hopkins University
| | - Ishan Barman
- Department of Mechanical Engineering, Johns Hopkins University
| | - Taekjip Ha
- Department of Biophysics, Johns Hopkins University
| | | | - Jian Liu
- Department of Cell Biology, Johns Hopkins University School of Medicine
| | - Dylan Burnette
- Department of Cell and Developmental Biology, Vanderbilt University
| | | | - Yun Chen
- Department of Mechanical Engineering, Johns Hopkins University
- Institute for NanoBioTechnology, Johns Hopkins University
- Center for Cell Dynamics, Johns Hopkins University
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Sarkar A, Messerli MA. Electrokinetic Perfusion Through Three-Dimensional Culture Reduces Cell Mortality. Tissue Eng Part A 2021; 27:1470-1479. [PMID: 33820474 DOI: 10.1089/ten.tea.2021.0008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Cell proliferation and survival are dependent on mass transfer. In vivo, fluid flow promotes mass transfer through the vasculature and interstitial space, providing a continuous supply of nutrients and removal of cellular waste products. In the absence of sufficient flow, mass transfer is limited by diffusion and poses significant challenges to cell survival during tissue engineering, tissue transplantation, and treatment of degenerative diseases. Artificial perfusion may overcome these challenges. In this work, we compare the efficacy of pressure driven perfusion (PDP) with electrokinetic perfusion (EKP) toward reducing cell mortality in three-dimensional cultures of Matrigel extracellular matrix. We characterize electro-osmotic flow through Matrigel to identify conditions that generate similar interstitial flow rates to those induced by pressure. We also compare changes in cell mortality induced by continuous or pulsed EKP. We report that continuous EKP significantly reduced mortality throughout the perfusion channels more consistently than PDP at similar flow rates, and pulsed EKP decreased mortality just as effectively as continuous EKP. We conclude that EKP has significant advantages over PDP for promoting tissue survival before neovascularization and angiogenesis. Impact statement Interstitial flow helps promote mass transfer and cell survival in tissues and organs. This study generated interstitial flow using pressure driven perfusion (PDP) or electrokinetic perfusion (EKP) to promote cell viability in three-dimensional cultures. EKP through charged extracellular matrices possesses significant advantages over PDP and may promote cell survival during tissue engineering, transplantations, and treatment of degenerative diseases.
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Affiliation(s)
- Anyesha Sarkar
- Department of Biology and Microbiology, South Dakota State University, Brookings, South Dakota, USA
| | - Mark A Messerli
- Department of Biology and Microbiology, South Dakota State University, Brookings, South Dakota, USA
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Kobylkevich BM, Raihan MJ, Uprety T, Kaushik RS, Shore JS, Sohn JJ, Messerli MA. Linear polysaccharides reduce production of inflammatory cytokines by LPS-stimulated bovine fibroblasts. Vet Immunol Immunopathol 2021; 234:110220. [PMID: 33713903 DOI: 10.1016/j.vetimm.2021.110220] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Revised: 02/20/2021] [Accepted: 02/27/2021] [Indexed: 01/22/2023]
Abstract
Chronic lesions in the limbs of farm animals cause lameness due to chronic infection and inflammation. Exploratory treatments for chronic wounds in humans may be suitable for adaptation into the field of animal care. Specifically, antimicrobial linear polysaccharides like oxidized regenerated cellulose (ORC) and chitin/chitosan are biodegradable hemostats that are being explored to promote healing of chronic wounds but have not been directly compared using the same biological specimen. Despite their current use in humans, linear polysaccharides possess features that may preclude their use as biodegradable bandages. For example, ORC promotes inflammation when it remains in vivo and chitin/chitosan stimulate size-dependent proinflammatory responses. In order to assess the use of these materials to treat chronic wounds we have compared their effects on cellular toxicity and in stimulating the production of proinflammatory cytokines by bovine epidermal fibroblasts. While neither polysaccharide increased cell mortality, on average, they caused minor alterations in expression of proinflammatory cytokines from cells isolated from different animals. Both polysaccharides reduced expression of proinflammatory cytokines stimulated by microbial lipopolysaccharide. We conclude that the polysaccharides used in this study are relatively inert and may improve healing of chronic epidermal wounds in farm animals.
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Affiliation(s)
- Brian M Kobylkevich
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD, 57007, United States
| | - M Jahir Raihan
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD, 57007, United States
| | - Tirth Uprety
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD, 57007, United States
| | - Radhey S Kaushik
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD, 57007, United States
| | - Jay S Shore
- Department of Chemistry and Biochemistry, South Dakota State University, Brookings, SD, 57007, United States
| | - Joel J Sohn
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, 02138, United States
| | - Mark A Messerli
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD, 57007, United States.
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Park S, Jung WH, Pittman M, Chen J, Chen Y. The Effects of Stiffness, Fluid Viscosity, and Geometry of Microenvironment in Homeostasis, Aging, and Diseases: A Brief Review. J Biomech Eng 2020; 142:1086203. [PMID: 32803227 DOI: 10.1115/1.4048110] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Indexed: 12/12/2022]
Abstract
Cells sense biophysical cues in the micro-environment and respond to the cues biochemically and biophysically. Proper responses from cells are critical to maintain the homeostasis in the body. Abnormal biophysical cues will cause pathological development in the cells; pathological or aging cells, on the other hand, can alter their micro-environment to become abnormal. In this minireview, we discuss four important biophysical cues of the micro-environment-stiffness, curvature, extracellular matrix (ECM) architecture and viscosity-in terms of their roles in health, aging, and diseases.
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Affiliation(s)
- Seungman Park
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218; Center for Cell Dynamics, Johns Hopkins University, Baltimore, MD 21218; Institute for NanoBio Technology, Johns Hopkins University, Baltimore, MD 21218
| | - Wei-Hung Jung
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218; Center for Cell Dynamics, Johns Hopkins University, Baltimore, MD 21218; Department of Mechanical Engineering, Institute for NanoBio Technology, Johns Hopkins University, Baltimore, MD 21218
| | - Matthew Pittman
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218; Center for Cell Dynamics, Johns Hopkins University, Baltimore, MD 21218; Department of Mechanical Engineering, Institute for NanoBio Technology, Johns Hopkins University, Baltimore, MD 21218
| | - Junjie Chen
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218; Center for Cell Dynamics, Johns Hopkins University, Baltimore, MD 21218; Department of Mechanical Engineering, Institute for NanoBio Technology, Johns Hopkins University, Baltimore, MD 21218
| | - Yun Chen
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218; Center for Cell Dynamics, Johns Hopkins University, Baltimore, MD 21218; Department of Mechanical Engineering, Institute for NanoBio Technology, Johns Hopkins University, Baltimore, MD 21218
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Mai MH, Camley BA. Hydrodynamic effects on the motility of crawling eukaryotic cells. SOFT MATTER 2020; 16:1349-1358. [PMID: 31934705 DOI: 10.1039/c9sm01797f] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Eukaryotic cell motility is crucial during development, wound healing, the immune response, and cancer metastasis. Some eukaryotic cells can swim, but cells more commonly adhere to and crawl along the extracellular matrix. We study the relationship between hydrodynamics and adhesion that describe whether a cell is swimming, crawling, or combining these motions. Our simple model of a cell, based on the three-sphere swimmer, is capable of both swimming and crawling. As cell-matrix adhesion strength increases, the influence of hydrodynamics on migration diminishes. Cells with significant adhesion can crawl with speeds much larger than their nonadherent, swimming counterparts. We predict that, while most eukaryotic cells are in the strong-adhesion limit, increasing environment viscosity or decreasing cell-matrix adhesion could lead to significant hydrodynamic effects even in crawling cells. Signatures of hydrodynamic effects include a dependence of cell speed on the presence of a nearby substrate or interactions between noncontacting cells. These signatures will be suppressed at large adhesion strengths, but even strongly adherent cells will generate relevant fluid flows that will advect nearby passive particles and swimmers.
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Affiliation(s)
- Melissa H Mai
- Department of Biophysics, Johns Hopkins University, Baltimore, Maryland, USA
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Electromigration of cell surface macromolecules in DC electric fields during cell polarization and galvanotaxis. J Theor Biol 2019; 478:58-73. [DOI: 10.1016/j.jtbi.2019.06.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 06/11/2019] [Accepted: 06/14/2019] [Indexed: 12/14/2022]
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Electric Pulses Can Influence Galvanotaxis of Dictyostelium discoideum. BIOMED RESEARCH INTERNATIONAL 2018; 2018:2534625. [PMID: 30186854 PMCID: PMC6112078 DOI: 10.1155/2018/2534625] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 07/02/2018] [Accepted: 07/31/2018] [Indexed: 01/14/2023]
Abstract
Galvanotaxis, or electrotaxis, plays an essential role in wound healing, embryogenesis, and nerve regeneration. Up until now great efforts have been made to identify the underlying mechanism related to galvanotaxis in various cells under direct current electric field (DCEF) in laboratory studies. However, abundant clinical research shows that non-DCEFs including monopolar or bipolar electric field may also contribute to wound healing and regeneration, although the mechanism remains elusive. Here, we designed a novel electric stimulator and applied DCEF, pulsed DCEF (pDCEF), and bipolar pulse electric field (bpEF) to the cells of Dictyostelium discoideum. The cells had better directional performance under asymmetric 90% duty cycle pDCEF and 80% duty cycle bpEF compared to DCEF, with 10 Hz frequency electric fields eliciting a better cell response than 5 Hz. Interestingly, electrically neutral 50% duty cycle bpEF triggered the highest migration speed, albeit in random directions. The results suggest that electric pulses are vital to galvanotaxis and non-DCEF is promising in both basic and clinical researches.
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