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Genocchi B, Ahtiainen A, Niemi A, Barros MT, Tanskanen JMA, Lenk K, Hyttinen J, Puthanmadam Subramaniyam N. Astrocytes induce desynchronization and reduce predictability in neuron-astrocyte networks cultured on microelectrode arrays. ROYAL SOCIETY OPEN SCIENCE 2024; 11:240839. [PMID: 39479242 PMCID: PMC11521599 DOI: 10.1098/rsos.240839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 09/23/2024] [Accepted: 09/23/2024] [Indexed: 11/02/2024]
Abstract
In this article, we aim to study how astrocytes control electrophysiological activity during neuronal network formation. We used a combination of spike/burst analysis, classification of spike waveforms based on various signal properties and tools from information theory to demonstrate how astrocytes modulate the electrical activity of neurons using microelectrode array (MEA) signals. We cultured rat primary cortical neurons and astrocytes on 60-electrode MEAs with different neuron/astrocyte ratios ranging from 'pure' neuronal cultures to co-cultures containing 50% neurons and 50% astrocytes. Our results show that astrocytes desynchronize the network and reduce predictability in the signals and affect the repolarization phase of the action potentials. Our work highlights that it is crucial to go beyond standard MEA analysis to assess how astrocytes control neuronal cultures and investigate any dysfunction that could potentially result in neuronal hyperactivity.
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Affiliation(s)
- Barbara Genocchi
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Annika Ahtiainen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Annika Niemi
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Michael T. Barros
- School of Computer Science and Electronic Engineering, University of Essex, Colchester, Essex, UK
| | | | - Kerstin Lenk
- Institute of Neural Engineering, Graz University of Technology, Graz, Austria
- BioTechMed, Graz, Austria
| | - Jari Hyttinen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
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2
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Tam RW, Keung AJ. Profiling transcriptomic responses of human stem cell-derived medium spiny neuron-like cells to exogenous phasic and tonic neurotransmitters. Mol Cell Neurosci 2023; 126:103876. [PMID: 37385515 PMCID: PMC10528483 DOI: 10.1016/j.mcn.2023.103876] [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: 01/17/2023] [Revised: 06/06/2023] [Accepted: 06/24/2023] [Indexed: 07/01/2023] Open
Abstract
Transcriptomic responses to neurotransmitters contribute to the complex processes driving memory and addiction. Advances in both measurement methods and experimental models continue to improve our understanding of this regulatory layer. Here we focus on the experimental potential of stem cell derived neurons, currently the only ethical model that can be used in reductionist and experimentally perturbable studies of human cells. Prior work has focused on generating distinct cell types from human stem cells, and has also shown their utility in modeling development and cellular phenotypes related to neurodegeneration. Here we seek an understanding of how stem cell derived neural cultures respond to perturbations experienced during development and disease progression. This work profiles transcriptomic responses of human medium spiny neuron-like cells with three specific goals. We first characterize transcriptomic responses to dopamine and dopamine receptor agonists and antagonists presented in dosing patterns mimicking acute, chronic, and withdrawal regimens. We also assess transcriptomic responses to low and persistent tonic levels of dopamine, acetylcholine, and glutamate to better mimic the in vivo environment. Finally, we identify similar and distinct responses between hMSN-like cells derived from H9 and H1 stem cell lines, providing some context for the extent of variability these types of systems will likely pose for experimentalists. The results here suggest future optimizations of human stem cell derived neurons to increase their in vivo relevance and the biological insights that can be garnered from these models.
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Affiliation(s)
- Ryan W Tam
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27606, United States of America
| | - Albert J Keung
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27606, United States of America.
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3
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Abild Meyer C, De Dios Andres P, Brodszkij E, Westensee IN, Lyons J, Vaz SH, Städler B. Astrocytes in Paper Chips and Their Interaction with Hybrid Vesicles. Adv Biol (Weinh) 2023; 7:e2200209. [PMID: 36328791 DOI: 10.1002/adbi.202200209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 10/03/2022] [Indexed: 11/06/2022]
Abstract
The role of astrocytes in brain function has received increased attention lately due to their critical role in brain development and function under physiological and pathophysiological conditions. However, the biological evaluation of soft material nanoparticles in astrocytes remains unexplored. Here, the interaction of crosslinked hybrid vesicles (HVs) and either C8-D1A astrocytes or primary astrocytes cultured in polystyrene tissue culture or floatable paper-based chips is investigated. The amphiphilic block copolymer poly(cholesteryl methacrylate)-block-poly(2-carboxyethyl acrylate) (P1) and 1,2-dioleoyl-sn-glycero-3-phosphoethanolamine lipids are used for the assembly of HVs with crosslinked membranes. The assemblies show no short-term toxicity towards the C8-D1A astrocytes and the primary astrocytes, and both cell types internalize the HVs when cultured in 2D cell culture. Further, it is demonstrated that both the C8-D1A astrocytes and the primary astrocytes could mature in paper-based chips with preserved calcium signaling and glial fibrillary acidic protein expression. Last, it is confirmed that both types of astrocytes could internalize the HVs when cultured in paper-based chips. These findings lay out a fundamental understanding of the interaction between soft material nanoparticles and astrocytes, even when primary astrocytes are cultured in paper-based chips offering a 3D environment.
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Affiliation(s)
- Cathrine Abild Meyer
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, 8000, Aarhus, Denmark
| | - Paula De Dios Andres
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, 8000, Aarhus, Denmark
| | - Edit Brodszkij
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, 8000, Aarhus, Denmark
| | - Isabella N Westensee
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, 8000, Aarhus, Denmark
| | - Joseph Lyons
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, 8000, Aarhus, Denmark
| | - Sandra H Vaz
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina da Universidade de Lisboa, 1649-028, Lisboa, Portugal.,Instituto de Farmacologia e Neurociências, Faculdade de Medicina da Universidade de Lisboa, 1649-028, Lisboa, Portugal
| | - Brigitte Städler
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, 8000, Aarhus, Denmark
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4
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Tam RW, Keung AJ. Human Pluripotent Stem Cell-Derived Medium Spiny Neuron-like Cells Exhibit Gene Desensitization. Cells 2022; 11:cells11091411. [PMID: 35563715 PMCID: PMC9100557 DOI: 10.3390/cells11091411] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 04/17/2022] [Accepted: 04/20/2022] [Indexed: 02/04/2023] Open
Abstract
Gene desensitization in response to a repeated stimulus is a complex phenotype important across homeostatic and disease processes, including addiction, learning, and memory. These complex phenotypes are being characterized and connected to important physiologically relevant functions in rodent systems but are difficult to capture in human models where even acute responses to important neurotransmitters are understudied. Here through transcriptomic analysis, we map the dynamic responses of human stem cell-derived medium spiny neuron-like cells (hMSN-like cells) to dopamine. Furthermore, we show that these human neurons can reflect and capture cellular desensitization to chronic versus acute administration of dopamine. These human cells are further able to capture complex receptor crosstalk in response to the pharmacological perturbations of distinct dopamine receptor subtypes. This study demonstrates the potential utility and remaining challenges of using human stem cell-derived neurons to capture and study the complex dynamic mechanisms of the brain.
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Luchena C, Zuazo-Ibarra J, Valero J, Matute C, Alberdi E, Capetillo-Zarate E. A Neuron, Microglia, and Astrocyte Triple Co-culture Model to Study Alzheimer’s Disease. Front Aging Neurosci 2022; 14:844534. [PMID: 35493929 PMCID: PMC9048896 DOI: 10.3389/fnagi.2022.844534] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 03/07/2022] [Indexed: 11/13/2022] Open
Abstract
Glial cells are essential to understand Alzheimer’s disease (AD) progression, given their role in neuroinflammation and neurodegeneration. There is a need for reliable and easy to manipulate models that allow studying the mechanisms behind neuron and glia communication. Currently available models such as co-cultures require complex methodologies and/or might not be affordable for all laboratories. With this in mind, we aimed to establish a straightforward in vitro setting with neurons and glial cells to study AD. We generated and optimized a 2D triple co-culture model with murine astrocytes, neurons and microglia, based on sequential seeding of each cell type. Immunofluorescence, western blot and ELISA techniques were used to characterize the effects of oligomeric Aβ (oAβ) in this model. We found that, in the triple co-culture, microglia increased the expression of anti-inflammatory marker Arginase I, and reduced pro-inflammatory iNOS and IL-1β, compared with microglia alone. Astrocytes reduced expression of pro-inflammatory A1 markers AMIGO2 and C3, and displayed a ramified morphology resembling physiological conditions. Anti-inflammatory marker TGF-β1 was also increased in the triple co-culture. Lastly, neurons increased post-synaptic markers, and developed more and longer branches than in individual primary cultures. Addition of oAβ in the triple co-culture reduced synaptic markers and increased CD11b in microglia, which are hallmarks of AD. Consequently, we developed a straightforward and reproducible triple co-cultured model, where cells resemble physiological conditions better than in individual primary cultures: microglia are less inflammatory, astrocytes are less reactive and neurons display a more mature morphology. Moreover, we are able to recapitulate Aβ-induced synaptic loss and CD11b increase. This model emerges as a powerful tool to study neurodegeneration and neuroinflammation in the context of AD and other neurodegenerative diseases.
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Affiliation(s)
- Celia Luchena
- Department of Neuroscience, University of the Basque Country (UPV/EHU), Leioa, Spain
- Achucarro Basque Center for Neuroscience, Leioa, Spain
- CIBERNED, Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas, Madrid, Spain
| | - Jone Zuazo-Ibarra
- Department of Neuroscience, University of the Basque Country (UPV/EHU), Leioa, Spain
- Achucarro Basque Center for Neuroscience, Leioa, Spain
- CIBERNED, Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas, Madrid, Spain
| | - Jorge Valero
- Achucarro Basque Center for Neuroscience, Leioa, Spain
- Institute of Neurosciences of Castilla y León, University of Salamanca, Salamanca, Spain
- Institute for Biomedical Research of Salamanca, Salamanca, Spain
| | - Carlos Matute
- Department of Neuroscience, University of the Basque Country (UPV/EHU), Leioa, Spain
- Achucarro Basque Center for Neuroscience, Leioa, Spain
- CIBERNED, Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas, Madrid, Spain
| | - Elena Alberdi
- Department of Neuroscience, University of the Basque Country (UPV/EHU), Leioa, Spain
- Achucarro Basque Center for Neuroscience, Leioa, Spain
- CIBERNED, Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas, Madrid, Spain
| | - Estibaliz Capetillo-Zarate
- Department of Neuroscience, University of the Basque Country (UPV/EHU), Leioa, Spain
- Achucarro Basque Center for Neuroscience, Leioa, Spain
- CIBERNED, Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas, Madrid, Spain
- IKERBASQUE, Basque Foundation for Science, Bilbao, Spain
- *Correspondence: Estibaliz Capetillo-Zarate,
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Ahtiainen A, Genocchi B, Tanskanen JMA, Barros MT, Hyttinen JAK, Lenk K. Astrocytes Exhibit a Protective Role in Neuronal Firing Patterns under Chemically Induced Seizures in Neuron-Astrocyte Co-Cultures. Int J Mol Sci 2021; 22:12770. [PMID: 34884577 PMCID: PMC8657549 DOI: 10.3390/ijms222312770] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 11/19/2021] [Accepted: 11/22/2021] [Indexed: 12/12/2022] Open
Abstract
Astrocytes and neurons respond to each other by releasing transmitters, such as γ-aminobutyric acid (GABA) and glutamate, that modulate the synaptic transmission and electrochemical behavior of both cell types. Astrocytes also maintain neuronal homeostasis by clearing neurotransmitters from the extracellular space. These astrocytic actions are altered in diseases involving malfunction of neurons, e.g., in epilepsy, Alzheimer's disease, and Parkinson's disease. Convulsant drugs such as 4-aminopyridine (4-AP) and gabazine are commonly used to study epilepsy in vitro. In this study, we aim to assess the modulatory roles of astrocytes during epileptic-like conditions and in compensating drug-elicited hyperactivity. We plated rat cortical neurons and astrocytes with different ratios on microelectrode arrays, induced seizures with 4-AP and gabazine, and recorded the evoked neuronal activity. Our results indicated that astrocytes effectively counteracted the effect of 4-AP during stimulation. Gabazine, instead, induced neuronal hyperactivity and synchronicity in all cultures. Furthermore, our results showed that the response time to the drugs increased with an increasing number of astrocytes in the co-cultures. To the best of our knowledge, our study is the first that shows the critical modulatory role of astrocytes in 4-AP and gabazine-induced discharges and highlights the importance of considering different proportions of cells in the cultures.
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Affiliation(s)
- Annika Ahtiainen
- Faculty of Medicine and Health Technology, Tampere University, 33520 Tampere, Finland; (J.M.A.T.); (M.T.B.); (J.A.K.H.); (K.L.)
| | - Barbara Genocchi
- Faculty of Medicine and Health Technology, Tampere University, 33520 Tampere, Finland; (J.M.A.T.); (M.T.B.); (J.A.K.H.); (K.L.)
| | - Jarno M. A. Tanskanen
- Faculty of Medicine and Health Technology, Tampere University, 33520 Tampere, Finland; (J.M.A.T.); (M.T.B.); (J.A.K.H.); (K.L.)
| | - Michael T. Barros
- Faculty of Medicine and Health Technology, Tampere University, 33520 Tampere, Finland; (J.M.A.T.); (M.T.B.); (J.A.K.H.); (K.L.)
- School of Computer Science and Electronic Engineering, University of Essex, Colchester CO4 3SQ, UK
| | - Jari A. K. Hyttinen
- Faculty of Medicine and Health Technology, Tampere University, 33520 Tampere, Finland; (J.M.A.T.); (M.T.B.); (J.A.K.H.); (K.L.)
| | - Kerstin Lenk
- Faculty of Medicine and Health Technology, Tampere University, 33520 Tampere, Finland; (J.M.A.T.); (M.T.B.); (J.A.K.H.); (K.L.)
- Institute of Neural Engineering, Graz University of Technology, 8010 Graz, Austria
- BioTechMed, 8010 Graz, Austria
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7
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Huang K, Castiaux A, Podicheti R, Rusch DB, Martin RS, Baker LA. A Hybrid Nanofiber/Paper Cell Culture Platform for Building a 3D Blood-brain Barrier Model. SMALL METHODS 2021; 5:2100592. [PMID: 34541301 PMCID: PMC8445000 DOI: 10.1002/smtd.202100592] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Indexed: 05/16/2023]
Abstract
The blood brain barrier (BBB) protects the central nervous system from toxins and pathogens in the blood by regulating permeation of molecules through the barrier interface. In vitro BBB models described to date reproduce some aspects of BBB functionality, but also suffer from incomplete phenotypic expression of brain endothelial traits, difficulty in reproducibility and fabrication, or overall cost. To address these limitations, we describe a three-dimensional (3D) BBB model based on a hybrid paper/nanofiber scaffold. The cell culture platform utilizes lens paper as a framework to accommodate 3D culture of astrocytes. An electrospun nanofiber layer is coated onto one face of the paper to mimic the basement membrane and support growth of an organized two-dimensional layer of endothelial cells (ECs). Human induced pluripotent stem cell-derived ECs and astrocytes are co-cultured to develop a human BBB model. Morphological and spatial organization of model are validated with confocal microscopy. Measurements of transendothelial resistance and permeability demonstrate the BBB model develops a high-quality barrier and responds to hyperosmolar treatments. RNA-sequencing shows introduction of astrocytes both regulates EC tight junction proteins and improves endothelial phenotypes related to vasculogenesis. This model shows promise as a model platform for future in vitro studies of the BBB.
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Affiliation(s)
- Kaixiang Huang
- Department of Chemistry, Indiana University Bloomington, 800 E. Kirkwood Avenue, Bloomington, Indiana 47405, USA
| | - Andre Castiaux
- Department of Chemistry and Center for Additive Manufacturing, Saint Louis University, 3501 Laclede Avenue, St. Louis, Missouri 63103, USA
| | - Ram Podicheti
- Center for Genomics and Bioinformatics, Indiana University Bloomington, 1001 East Third St., Bloomington, Indiana 47405, USA
| | - Douglas B Rusch
- Center for Genomics and Bioinformatics, Indiana University Bloomington, 1001 East Third St., Bloomington, Indiana 47405, USA
| | - R Scott Martin
- Department of Chemistry and Center for Additive Manufacturing, Saint Louis University, 3501 Laclede Avenue, St. Louis, Missouri 63103, USA
| | - Lane A Baker
- Department of Chemistry, Indiana University Bloomington, 800 E. Kirkwood Avenue, Bloomington, Indiana 47405, USA
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8
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De Dios Andres P, Westensee IN, Brodszkij E, Ramos-Docampo MA, Gal N, Städler B. Evaluation of Hybrid Vesicles in an Intestinal Cell Model Based on Structured Paper Chips. Biomacromolecules 2021; 22:3860-3872. [PMID: 34420299 DOI: 10.1021/acs.biomac.1c00686] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Cell culture-based intestinal models are important to evaluate nanoformulations intended for oral drug delivery. We report the use of a floating structured paper chip as a scaffold for Caco-2 cells and HT29-MTX-E12 cells that are two established cell types used in intestinal cell models. The formation of cell monolayers for both mono- and cocultures in the paper chip are confirmed and the level of formed cell-cell junctions is evaluated. Further, cocultures show first mucus formation between 6-10 days with the mucus becoming more pronounced after 19 days. Hybrid vesicles (HVs) made from phospholipids and the amphiphilic block copolymer poly(cholesteryl methacrylate)-block-poly(2-carboxyethyl acrylate) in different ratios are used as a representative soft nanoparticle to assess their mucopenetration ability in paper chip-based cell cultures. The HV assembly is characterized, and it is illustrated that these HVs cross the mucus layer and are found intracellularly within 3 h when the cells are grown in the paper chips. Taken together, the moist three-dimensional cellulose environment of structured paper chips offers an interesting cell culture-based intestinal model that can be further integrated with fluidic systems or online read-out opportunities.
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Affiliation(s)
- Paula De Dios Andres
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus, Denmark
| | - Isabella N Westensee
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus, Denmark
| | - Edit Brodszkij
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus, Denmark
| | - Miguel A Ramos-Docampo
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus, Denmark
| | - Noga Gal
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus, Denmark
| | - Brigitte Städler
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds Vej 14, 8000 Aarhus, Denmark
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9
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Forro C, Caron D, Angotzi GN, Gallo V, Berdondini L, Santoro F, Palazzolo G, Panuccio G. Electrophysiology Read-Out Tools for Brain-on-Chip Biotechnology. MICROMACHINES 2021; 12:124. [PMID: 33498905 PMCID: PMC7912435 DOI: 10.3390/mi12020124] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 01/18/2021] [Accepted: 01/19/2021] [Indexed: 02/07/2023]
Abstract
Brain-on-Chip (BoC) biotechnology is emerging as a promising tool for biomedical and pharmaceutical research applied to the neurosciences. At the convergence between lab-on-chip and cell biology, BoC couples in vitro three-dimensional brain-like systems to an engineered microfluidics platform designed to provide an in vivo-like extrinsic microenvironment with the aim of replicating tissue- or organ-level physiological functions. BoC therefore offers the advantage of an in vitro reproduction of brain structures that is more faithful to the native correlate than what is obtained with conventional cell culture techniques. As brain function ultimately results in the generation of electrical signals, electrophysiology techniques are paramount for studying brain activity in health and disease. However, as BoC is still in its infancy, the availability of combined BoC-electrophysiology platforms is still limited. Here, we summarize the available biological substrates for BoC, starting with a historical perspective. We then describe the available tools enabling BoC electrophysiology studies, detailing their fabrication process and technical features, along with their advantages and limitations. We discuss the current and future applications of BoC electrophysiology, also expanding to complementary approaches. We conclude with an evaluation of the potential translational applications and prospective technology developments.
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Affiliation(s)
- Csaba Forro
- Tissue Electronics, Fondazione Istituto Italiano di Tecnologia, Largo Barsanti e Matteucci, 53-80125 Naples, Italy; (C.F.); (F.S.)
- Department of Chemistry, Stanford University, Stanford, CA 94305, USA
| | - Davide Caron
- Enhanced Regenerative Medicine, Fondazione Istituto Italiano di Tecnologia, Via Morego, 30-16163 Genova, Italy; (D.C.); (V.G.)
| | - Gian Nicola Angotzi
- Microtechnology for Neuroelectronics, Fondazione Istituto Italiano di Tecnologia, Via Morego, 30-16163 Genova, Italy; (G.N.A.); (L.B.)
| | - Vincenzo Gallo
- Enhanced Regenerative Medicine, Fondazione Istituto Italiano di Tecnologia, Via Morego, 30-16163 Genova, Italy; (D.C.); (V.G.)
| | - Luca Berdondini
- Microtechnology for Neuroelectronics, Fondazione Istituto Italiano di Tecnologia, Via Morego, 30-16163 Genova, Italy; (G.N.A.); (L.B.)
| | - Francesca Santoro
- Tissue Electronics, Fondazione Istituto Italiano di Tecnologia, Largo Barsanti e Matteucci, 53-80125 Naples, Italy; (C.F.); (F.S.)
| | - Gemma Palazzolo
- Enhanced Regenerative Medicine, Fondazione Istituto Italiano di Tecnologia, Via Morego, 30-16163 Genova, Italy; (D.C.); (V.G.)
| | - Gabriella Panuccio
- Enhanced Regenerative Medicine, Fondazione Istituto Italiano di Tecnologia, Via Morego, 30-16163 Genova, Italy; (D.C.); (V.G.)
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10
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Reis de Assis D, Szabo A, Requena Osete J, Puppo F, O’Connell KS, A. Akkouh I, Hughes T, Frei E, A. Andreassen O, Djurovic S. Using iPSC Models to Understand the Role of Estrogen in Neuron-Glia Interactions in Schizophrenia and Bipolar Disorder. Cells 2021; 10:209. [PMID: 33494281 PMCID: PMC7909800 DOI: 10.3390/cells10020209] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Revised: 12/08/2020] [Accepted: 01/19/2021] [Indexed: 01/04/2023] Open
Abstract
Schizophrenia (SCZ) and bipolar disorder (BIP) are severe mental disorders with a considerable disease burden worldwide due to early age of onset, chronicity, and lack of efficient treatments or prevention strategies. Whilst our current knowledge is that SCZ and BIP are highly heritable and share common pathophysiological mechanisms associated with cellular signaling, neurotransmission, energy metabolism, and neuroinflammation, the development of novel therapies has been hampered by the unavailability of appropriate models to identify novel targetable pathomechanisms. Recent data suggest that neuron-glia interactions are disturbed in SCZ and BIP, and are modulated by estrogen (E2). However, most of the knowledge we have so far on the neuromodulatory effects of E2 came from studies on animal models and human cell lines, and may not accurately reflect many processes occurring exclusively in the human brain. Thus, here we highlight the advantages of using induced pluripotent stem cell (iPSC) models to revisit studies of mechanisms underlying beneficial effects of E2 in human brain cells. A better understanding of these mechanisms opens the opportunity to identify putative targets of novel therapeutic agents for SCZ and BIP. In this review, we first summarize the literature on the molecular mechanisms involved in SCZ and BIP pathology and the beneficial effects of E2 on neuron-glia interactions. Then, we briefly present the most recent developments in the iPSC field, emphasizing the potential of using patient-derived iPSCs as more relevant models to study the effects of E2 on neuron-glia interactions.
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Affiliation(s)
- Denis Reis de Assis
- NORMENT, Institute of Clinical Medicine, University of Oslo & Division of Mental Health and Addiction, Oslo University Hospital, 0450 Oslo, Norway; (A.S.); (J.R.O.); (F.P.); (K.S.O.); (I.A.A.); (T.H.); (E.F.); (O.A.A.)
- Department of Medical Genetics, Oslo University Hospital, 0450 Oslo, Norway
| | - Attila Szabo
- NORMENT, Institute of Clinical Medicine, University of Oslo & Division of Mental Health and Addiction, Oslo University Hospital, 0450 Oslo, Norway; (A.S.); (J.R.O.); (F.P.); (K.S.O.); (I.A.A.); (T.H.); (E.F.); (O.A.A.)
- Department of Medical Genetics, Oslo University Hospital, 0450 Oslo, Norway
| | - Jordi Requena Osete
- NORMENT, Institute of Clinical Medicine, University of Oslo & Division of Mental Health and Addiction, Oslo University Hospital, 0450 Oslo, Norway; (A.S.); (J.R.O.); (F.P.); (K.S.O.); (I.A.A.); (T.H.); (E.F.); (O.A.A.)
- Department of Medical Genetics, Oslo University Hospital, 0450 Oslo, Norway
| | - Francesca Puppo
- NORMENT, Institute of Clinical Medicine, University of Oslo & Division of Mental Health and Addiction, Oslo University Hospital, 0450 Oslo, Norway; (A.S.); (J.R.O.); (F.P.); (K.S.O.); (I.A.A.); (T.H.); (E.F.); (O.A.A.)
- Department of Neurosciences, University of California San Diego, La Jolla, CA 92093, USA
| | - Kevin S. O’Connell
- NORMENT, Institute of Clinical Medicine, University of Oslo & Division of Mental Health and Addiction, Oslo University Hospital, 0450 Oslo, Norway; (A.S.); (J.R.O.); (F.P.); (K.S.O.); (I.A.A.); (T.H.); (E.F.); (O.A.A.)
| | - Ibrahim A. Akkouh
- NORMENT, Institute of Clinical Medicine, University of Oslo & Division of Mental Health and Addiction, Oslo University Hospital, 0450 Oslo, Norway; (A.S.); (J.R.O.); (F.P.); (K.S.O.); (I.A.A.); (T.H.); (E.F.); (O.A.A.)
- Department of Medical Genetics, Oslo University Hospital, 0450 Oslo, Norway
| | - Timothy Hughes
- NORMENT, Institute of Clinical Medicine, University of Oslo & Division of Mental Health and Addiction, Oslo University Hospital, 0450 Oslo, Norway; (A.S.); (J.R.O.); (F.P.); (K.S.O.); (I.A.A.); (T.H.); (E.F.); (O.A.A.)
- Department of Medical Genetics, Oslo University Hospital, 0450 Oslo, Norway
| | - Evgeniia Frei
- NORMENT, Institute of Clinical Medicine, University of Oslo & Division of Mental Health and Addiction, Oslo University Hospital, 0450 Oslo, Norway; (A.S.); (J.R.O.); (F.P.); (K.S.O.); (I.A.A.); (T.H.); (E.F.); (O.A.A.)
- Department of Medical Genetics, Oslo University Hospital, 0450 Oslo, Norway
| | - Ole A. Andreassen
- NORMENT, Institute of Clinical Medicine, University of Oslo & Division of Mental Health and Addiction, Oslo University Hospital, 0450 Oslo, Norway; (A.S.); (J.R.O.); (F.P.); (K.S.O.); (I.A.A.); (T.H.); (E.F.); (O.A.A.)
- Division of Mental Health and Addiction, Oslo University Hospital, 0372 Oslo, Norway
| | - Srdjan Djurovic
- NORMENT, Institute of Clinical Medicine, University of Oslo & Division of Mental Health and Addiction, Oslo University Hospital, 0450 Oslo, Norway; (A.S.); (J.R.O.); (F.P.); (K.S.O.); (I.A.A.); (T.H.); (E.F.); (O.A.A.)
- NORMENT, Department of Clinical Science, University of Bergen, 5020 Bergen, Norway
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11
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Soucy JR, Bindas AJ, Brady R, Torregrosa T, Denoncourt CM, Hosic S, Dai G, Koppes AN, Koppes RA. Reconfigurable Microphysiological Systems for Modeling Innervation and Multitissue Interactions. ADVANCED BIOSYSTEMS 2020; 4:e2000133. [PMID: 32755004 PMCID: PMC8136149 DOI: 10.1002/adbi.202000133] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 07/05/2020] [Indexed: 12/11/2022]
Abstract
Tissue-engineered models continue to experience challenges in delivering structural specificity, nutrient delivery, and heterogenous cellular components, especially for organ-systems that require functional inputs/outputs and have high metabolic requirements, such as the heart. While soft lithography has provided a means to recapitulate complex architectures in the dish, it is plagued with a number of prohibitive shortcomings. Here, concepts from microfluidics, tissue engineering, and layer-by-layer fabrication are applied to develop reconfigurable, inexpensive microphysiological systems that facilitate discrete, 3D cell compartmentalization, and improved nutrient transport. This fabrication technique includes the use of the meniscus pinning effect, photocrosslinkable hydrogels, and a commercially available laser engraver to cut flow paths. The approach is low cost and robust in capabilities to design complex, multilayered systems with the inclusion of instrumentation for real-time manipulation or measures of cell function. In a demonstration of the technology, the hierarchal 3D microenvironment of the cardiac sympathetic nervous system is replicated. Beat rate and neurite ingrowth are assessed on-chip and quantification demonstrates that sympathetic-cardiac coculture increases spontaneous beat rate, while drug-induced increases in beating lead to greater sympathetic innervation. Importantly, these methods may be applied to other organ-systems and have promise for future applications in drug screening, discovery, and personal medicine.
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Affiliation(s)
- Jonathan R Soucy
- Department of Chemical Engineering, Northeastern University, Boston, MA, 02115, USA
| | - Adam J Bindas
- Department of Chemical Engineering, Northeastern University, Boston, MA, 02115, USA
| | - Ryan Brady
- Department of Chemical Engineering, Northeastern University, Boston, MA, 02115, USA
| | - Tess Torregrosa
- Department of Chemical Engineering, Northeastern University, Boston, MA, 02115, USA
| | - Cailey M Denoncourt
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, USA
| | - Sanjin Hosic
- Department of Chemical Engineering, Northeastern University, Boston, MA, 02115, USA
| | - Guohao Dai
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, USA
| | - Abigail N Koppes
- Department of Chemical Engineering, Northeastern University, Boston, MA, 02115, USA
- Department of Biology, Northeastern University, Boston, MA, 02115, USA
| | - Ryan A Koppes
- Department of Chemical Engineering, Northeastern University, Boston, MA, 02115, USA
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12
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Kim BJ, Choi JY, Choi H, Han S, Seo J, Kim J, Joo S, Kim HM, Oh C, Hong S, Kim P, Choi IS. Astrocyte-Encapsulated Hydrogel Microfibers Enhance Neuronal Circuit Generation. Adv Healthc Mater 2020; 9:e1901072. [PMID: 31957248 DOI: 10.1002/adhm.201901072] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 12/23/2019] [Indexed: 12/18/2022]
Abstract
Astrocytes, the most representative glial cells in the brain, play a multitude of crucial functions for proper neuronal development and synaptic-network formation, including neuroprotection as well as physical and chemical support. However, little attention has been paid, in the neuroregenerative medicine and related fields, to the cytoprotective incorporation of astrocytes into neuron-culture scaffolds and full-fledged functional utilization of encapsulated astrocytes for controlled neuronal development. In this article, a 3D neurosupportive culture system for enhanced induction of neuronal circuit generation is reported, where astrocytes are confined in hydrogel microfibers and protected from the outside. The astrocyte-encapsulated microfibers significantly accelerate the neurite outgrowth and guide its directionality, and enhance the synaptic formation, without any physical contact with the neurons. This astrocyte-laden system provides a pivotal culture scaffold for advanced development of cell-based therapeutics for neural injuries, such as spinal cord injury.
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Affiliation(s)
- Beom Jin Kim
- Center for Cell‐Encapsulation ResearchDepartment of ChemistryKAIST Daejeon 34141 Korea
| | - Ji Yu Choi
- Center for Cell‐Encapsulation ResearchDepartment of ChemistryKAIST Daejeon 34141 Korea
| | - Hyunwoo Choi
- Center for Cell‐Encapsulation ResearchDepartment of ChemistryKAIST Daejeon 34141 Korea
| | - Sol Han
- Center for Cell‐Encapsulation ResearchDepartment of ChemistryKAIST Daejeon 34141 Korea
| | - Jeongyeon Seo
- Center for Cell‐Encapsulation ResearchDepartment of ChemistryKAIST Daejeon 34141 Korea
| | - Jungnam Kim
- Center for Cell‐Encapsulation ResearchDepartment of ChemistryKAIST Daejeon 34141 Korea
| | - Sunghoon Joo
- Center for Cell‐Encapsulation ResearchDepartment of ChemistryKAIST Daejeon 34141 Korea
| | - Hyo Min Kim
- Department of Bio and Brain EngineeringKAIST Daejeon 34141 Korea
| | - Chungik Oh
- Department of Materials Science and EngineeringKAIST Daejeon 34141 Korea
| | - Seungbum Hong
- Department of Materials Science and EngineeringKAIST Daejeon 34141 Korea
| | - Pilnam Kim
- Department of Bio and Brain EngineeringKAIST Daejeon 34141 Korea
| | - Insung S. Choi
- Center for Cell‐Encapsulation ResearchDepartment of ChemistryKAIST Daejeon 34141 Korea
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13
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Cramer SM, Larson TS, Lockett MR. Tissue Papers: Leveraging Paper-Based Microfluidics for the Next Generation of 3D Tissue Models. Anal Chem 2019; 91:10916-10926. [PMID: 31356054 PMCID: PMC7071790 DOI: 10.1021/acs.analchem.9b02102] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Paper-based scaffolds support the three-dimensional culture of mammalian cells in tissue-like environments. These Tissue Papers, a name that highlights the use of materials obtained from (plant) tissue to generate newly functioning (human) tissue structures, are a promising analytical tool to quantify cellular responses in physiologically relevant extracellular gradients and coculture architectures. Here, we highlight current examples of Tissue Papers, commonly used methods of analysis, and current measurement challenges.
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Affiliation(s)
- Sabrina M. Cramer
- Department of Chemistry, University of North Carolina at Chapel Hill, Kenan and Caudill Laboratories, Chapel Hill, North Carolina 27599-3290, United States
| | - Tyler S. Larson
- Department of Chemistry, University of North Carolina at Chapel Hill, Kenan and Caudill Laboratories, Chapel Hill, North Carolina 27599-3290, United States
| | - Matthew R. Lockett
- Department of Chemistry, University of North Carolina at Chapel Hill, Kenan and Caudill Laboratories, Chapel Hill, North Carolina 27599-3290, United States
- Lineberger Comprehensive Cancer Center, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599-7295, United States
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14
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Agarwal T, Maiti TK, Behera B, Ghosh SK, Apoorva A, Padmavati M. Biofunctionalized cellulose paper matrix for cell delivery applications. Int J Biol Macromol 2019; 139:114-127. [PMID: 31374267 DOI: 10.1016/j.ijbiomac.2019.07.201] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 07/28/2019] [Accepted: 07/29/2019] [Indexed: 02/07/2023]
Abstract
The present study delineates the preparation, characterization, and application of (3-Aminopropyl)triethoxysilane (APTES)/Caprine liver-derived extracellular matrix (CLECM) coated paper matrix for cell delivery. Here, we exploited positively charged surface of the paper matrix (as imparted by APTES derivatization) to improve the biological responses of the cells. Our results demonstrated that the functionalized paper matrixes favored the adhesion, growth, and proliferation of multiple cell types including normal, transformed, cancerous, and stem cells as compared to the pristine paper matrix. Upon implantation into the mice model, the developed paper matrix supported infiltration of the host cells and vasculature without showing any evidence of significant systemic toxicity. Moreover, the cells cultured on the paper matrix, when delivered to the CAM and mouse models, showed an enhanced vascular network around the substrate, thereby confirming its potential to deliver the cells in vivo. Together, the study confirms that the reported paper-based platform is easy to fabricate, cheap, portable and could efficiently be applied to cell delivery applications for either tissue repair or the development of humanized animal model.
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Affiliation(s)
- Tarun Agarwal
- Department of Biotechnology, Indian Institute of Technology, Kharagpur, West Bengal 721302, India
| | - Tapas Kumar Maiti
- Department of Biotechnology, Indian Institute of Technology, Kharagpur, West Bengal 721302, India.
| | - Birendra Behera
- Department of Biotechnology, Indian Institute of Technology, Kharagpur, West Bengal 721302, India; Department of Biotechnology and Bioinformatics, Sambalpur University, Odisha 768019, India.
| | - Sudip Kumar Ghosh
- Department of Biotechnology, Indian Institute of Technology, Kharagpur, West Bengal 721302, India.
| | - Anupam Apoorva
- School of Biosciences, Indian Institute of Technology, Kharagpur, West Bengal 721302, India
| | - Manchikanti Padmavati
- Rajiv Gandhi School of Intellectual Property Law, Indian Institute of Technology, Kharagpur, West Bengal 721302, India.
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15
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Sandvig A, Sandvig I. Connectomics of Morphogenetically Engineered Neurons as a Predictor of Functional Integration in the Ischemic Brain. Front Neurol 2019; 10:630. [PMID: 31249553 PMCID: PMC6582372 DOI: 10.3389/fneur.2019.00630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Accepted: 05/28/2019] [Indexed: 11/13/2022] Open
Abstract
Recent advances in cell reprogramming technologies enable the in vitro generation of theoretically unlimited numbers of cells, including cells of neural lineage and specific neuronal subtypes from human, including patient-specific, somatic cells. Similarly, as demonstrated in recent animal studies, by applying morphogenetic neuroengineering principles in situ, it is possible to reprogram resident brain cells to the desired phenotype. These developments open new exciting possibilities for cell replacement therapy in stroke, albeit not without caveats. Main challenges include the successful integration of engineered cells in the ischemic brain to promote functional restoration as well as the fact that the underlying mechanisms of action are not fully understood. In this review, we aim to provide new insights to the above in the context of connectomics of morphogenetically engineered neural networks. Specifically, we discuss the relevance of combining advanced interdisciplinary approaches to: validate the functionality of engineered neurons by studying their self-organizing behavior into neural networks as well as responses to stroke-related pathology in vitro; derive structural and functional connectomes from these networks in healthy and perturbed conditions; and identify and extract key elements regulating neural network dynamics, which might predict the behavior of grafted engineered neurons post-transplantation in the stroke-injured brain.
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Affiliation(s)
- Axel Sandvig
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Neurology, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway.,Department of Pharmacology and Clinical Neurosciences, Division of Neuro, Head, and Neck, Umeå University Hospital, Umeå, Sweden
| | - Ioanna Sandvig
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
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16
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Weydert S, Girardin S, Cui X, Zürcher S, Peter T, Wirz R, Sterner O, Stauffer F, Aebersold MJ, Tanner S, Thompson-Steckel G, Forró C, Tosatti S, Vörös J. A Versatile Protein and Cell Patterning Method Suitable for Long-Term Neural Cultures. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:2966-2975. [PMID: 30767535 DOI: 10.1021/acs.langmuir.8b03730] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Herein, we present an easy-to-use protein and cell patterning method relying solely on pipetting, rinsing steps and illumination with a desktop lamp, which does not require any expensive laboratory equipment, custom-built hardware or delicate chemistry. This method is based on the adhesion promoter poly(allylamine)-grafted perfluorophenyl azide, which allows UV-induced cross-linking with proteins and the antifouling molecule poly(vinylpyrrolidone). Versatility is demonstrated by creating patterns with two different proteins and a polysaccharide directly on plastic well plates and on glass slides, and by subsequently seeding primary neurons and C2C12 myoblasts on the patterns to form islands and mini-networks. Patterning characterization is done via immunohistochemistry, Congo red staining, ellipsometry, and infrared spectroscopy. Using a pragmatic setup, patterning contrasts down to 5 μm and statistically significant long-term stability superior to the gold standard poly(l-lysine)-grafted poly(ethylene glycol) could be obtained. This simple method can be used in any laboratory or even in classrooms and its outstanding stability is especially interesting for long-term cell experiments, e.g., for bottom-up neuroscience, where well-defined microislands and microcircuits of primary neurons are studied over weeks.
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Affiliation(s)
- Serge Weydert
- Laboratory of Biosensors and Bioelectronics , ETH Zurich , Gloriastrasse 35 , 8092 Zurich , Switzerland
| | - Sophie Girardin
- Laboratory of Biosensors and Bioelectronics , ETH Zurich , Gloriastrasse 35 , 8092 Zurich , Switzerland
| | - Xinnan Cui
- Department of Chemical Engineering, Graduate School of Engineering , Kyushu University , 744 Motooka , Nishi-ku, Fukuoka 819-0395 , Japan
| | - Stefan Zürcher
- SuSoS AG , Lagerstrasse 14 , 8600 Dübendorf , Switzerland
| | - Thomas Peter
- Laboratory of Biosensors and Bioelectronics , ETH Zurich , Gloriastrasse 35 , 8092 Zurich , Switzerland
| | - Ronny Wirz
- Bruker Optics GmbH , Industriestrasse 26 , 8117 Fällanden , Switzerland
| | - Olof Sterner
- SuSoS AG , Lagerstrasse 14 , 8600 Dübendorf , Switzerland
| | - Flurin Stauffer
- Laboratory of Biosensors and Bioelectronics , ETH Zurich , Gloriastrasse 35 , 8092 Zurich , Switzerland
| | - Mathias J Aebersold
- Laboratory of Biosensors and Bioelectronics , ETH Zurich , Gloriastrasse 35 , 8092 Zurich , Switzerland
| | - Stefanie Tanner
- Laboratory of Biosensors and Bioelectronics , ETH Zurich , Gloriastrasse 35 , 8092 Zurich , Switzerland
| | - Greta Thompson-Steckel
- Laboratory of Biosensors and Bioelectronics , ETH Zurich , Gloriastrasse 35 , 8092 Zurich , Switzerland
| | - Csaba Forró
- Laboratory of Biosensors and Bioelectronics , ETH Zurich , Gloriastrasse 35 , 8092 Zurich , Switzerland
| | | | - János Vörös
- Laboratory of Biosensors and Bioelectronics , ETH Zurich , Gloriastrasse 35 , 8092 Zurich , Switzerland
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17
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Pupinyo N, Chatatikun M, Chiabchalard A, Laiwattanapaisal W. In situ paper-based 3D cell culture for rapid screening of the anti-melanogenic activity. Analyst 2019; 144:290-298. [DOI: 10.1039/c8an01725e] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Recently, paper has gained traction in the biotechnology research field due to its ability to be a substrate for 3D cell culture.
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Affiliation(s)
- Naricha Pupinyo
- Graduate Program in Clinical Biochemistry and Molecular Medicine
- Department of Clinical Chemistry
- Faculty of Allied Health Sciences
- Chulalongkorn University
- Bangkok 10330
| | - Moragot Chatatikun
- Graduate Program in Clinical Biochemistry and Molecular Medicine
- Department of Clinical Chemistry
- Faculty of Allied Health Sciences
- Chulalongkorn University
- Bangkok 10330
| | - Anchalee Chiabchalard
- Department of Clinical Chemistry
- Faculty of Allied Health Sciences
- Chulalongkorn University
- Bangkok
- Thailand
| | - Wanida Laiwattanapaisal
- Department of Clinical Chemistry
- Faculty of Allied Health Sciences
- Chulalongkorn University
- Bangkok
- Thailand
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