51
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Yang Y, Zhang Y, Chai R, Gu Z. Designs of Biomaterials and Microenvironments for Neuroengineering. Neural Plast 2018; 2018:1021969. [PMID: 30627148 PMCID: PMC6304813 DOI: 10.1155/2018/1021969] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Accepted: 11/09/2018] [Indexed: 01/05/2023] Open
Abstract
Recent clinical research on neuroengineering is primarily focused on biocompatible materials, which can be used to provide electroactive and topological cues, regulate the microenvironment, and perform other functions. Novel biomaterials for neuroengineering have been received much attention in the field of research, including graphene, photonic crystals, and organ-on-a-chip. Graphene, which has the advantage of high mechanical strength and chemical stability with the unique electrochemical performance for electrical signal detection and transmission, has significant potential as a conductive scaffolding in the field of medicine. Photonic crystal materials, known as a novel concept in nerve substrates, have provided a new avenue for neuroengineering research because of their unique ordered structure and spectral attributes. The "organ-on-a-chip" systems have shown significant prospects for the developments of the solutions to nerve regeneration by mimicking the microenvironment of nerve tissue. This paper presents a review of current progress in the designs of biomaterials and microenvironments and provides case studies in developing nerve system stents upon these biomaterials. In addition, we compose a conductive patterned compounded biomaterial, which could mimic neuronal microenvironment for neuroengineering by concentrating the advantage of such biomaterials.
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Affiliation(s)
- Yanru Yang
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
| | - Yuhua Zhang
- Key Laboratory for Developmental Genes and Human Disease, Ministry of Education, Institute of Life Sciences, Southeast University, Nanjing 210096, China
| | - Renjie Chai
- Key Laboratory for Developmental Genes and Human Disease, Ministry of Education, Institute of Life Sciences, Southeast University, Nanjing 210096, China
- Co-Innovation Center of Neuroregeneration, Nantong University, Nantong 226001, China
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing 100101, China
- Jiangsu Province High-Tech Key Laboratory for Bio-Medical Research, Southeast University, Nanjing 211189, China
| | - Zhongze Gu
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
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52
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Fadeel B, Bussy C, Merino S, Vázquez E, Flahaut E, Mouchet F, Evariste L, Gauthier L, Koivisto AJ, Vogel U, Martín C, Delogu LG, Buerki-Thurnherr T, Wick P, Beloin-Saint-Pierre D, Hischier R, Pelin M, Candotto Carniel F, Tretiach M, Cesca F, Benfenati F, Scaini D, Ballerini L, Kostarelos K, Prato M, Bianco A. Safety Assessment of Graphene-Based Materials: Focus on Human Health and the Environment. ACS NANO 2018; 12:10582-10620. [PMID: 30387986 DOI: 10.1021/acsnano.8b04758] [Citation(s) in RCA: 308] [Impact Index Per Article: 51.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Graphene and its derivatives are heralded as "miracle" materials with manifold applications in different sectors of society from electronics to energy storage to medicine. The increasing exploitation of graphene-based materials (GBMs) necessitates a comprehensive evaluation of the potential impact of these materials on human health and the environment. Here, we discuss synthesis and characterization of GBMs as well as human and environmental hazard assessment of GBMs using in vitro and in vivo model systems with the aim to understand the properties that underlie the biological effects of these materials; not all GBMs are alike, and it is essential that we disentangle the structure-activity relationships for this class of materials.
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Affiliation(s)
- Bengt Fadeel
- Nanosafety & Nanomedicine Laboratory, Institute of Environmental Medicine , Karolinska Institutet , 17777 Stockholm , Sweden
| | - Cyrill Bussy
- Nanomedicine Laboratory, Faculty of Biology, Medicine & Health , University of Manchester , Manchester M13 9PL , United Kingdom
| | - Sonia Merino
- Faculty of Chemical Science and Technology , University of Castilla-La Mancha , 13071 Ciudad Real , Spain
| | - Ester Vázquez
- Faculty of Chemical Science and Technology , University of Castilla-La Mancha , 13071 Ciudad Real , Spain
| | | | | | | | - Laury Gauthier
- CNRS, Université Paul Sabatier , 31062 Toulouse , France
| | - Antti J Koivisto
- National Research Centre for the Working Environment , 2100 Copenhagen , Denmark
| | - Ulla Vogel
- National Research Centre for the Working Environment , 2100 Copenhagen , Denmark
| | - Cristina Martín
- University of Strasbourg, CNRS , Immunology, Immunopathology and Therapeutic Chemistry , 67000 Strasbourg , France
| | - Lucia G Delogu
- Department of Chemistry and Pharmacy University of Sassari , Sassari 7100 , Italy
- Istituto di Ricerca Pediatrica , Fondazione Città della Speranza , 35129 Padova , Italy
| | - Tina Buerki-Thurnherr
- Swiss Federal Laboratories for Materials Science and Technology (EMPA) , 9014 St. Gallen , Switzerland
| | - Peter Wick
- Swiss Federal Laboratories for Materials Science and Technology (EMPA) , 9014 St. Gallen , Switzerland
| | | | - Roland Hischier
- Swiss Federal Laboratories for Materials Science and Technology (EMPA) , 9014 St. Gallen , Switzerland
| | - Marco Pelin
- Department of Life Sciences , University of Trieste , 34127 Trieste , Italy
| | | | - Mauro Tretiach
- Department of Life Sciences , University of Trieste , 34127 Trieste , Italy
| | - Fabrizia Cesca
- Center for Synaptic Neuroscience and Technology , Istituto Italiano di Tecnologia , 16132 Genova , Italy
| | - Fabio Benfenati
- Center for Synaptic Neuroscience and Technology , Istituto Italiano di Tecnologia , 16132 Genova , Italy
| | - Denis Scaini
- Scuola Internazionale Superiore di Studi Avanzati (SISSA) , 34136 Trieste , Italy
| | - Laura Ballerini
- Scuola Internazionale Superiore di Studi Avanzati (SISSA) , 34136 Trieste , Italy
| | - Kostas Kostarelos
- Nanomedicine Laboratory, Faculty of Biology, Medicine & Health , University of Manchester , Manchester M13 9PL , United Kingdom
| | - Maurizio Prato
- Department of Chemical and Pharmaceutical Sciences , University of Trieste , 34127 Trieste , Italy
- Carbon Nanobiotechnology Laboratory , CIC BiomaGUNE , 20009 San Sebastian , Spain
- Basque Foundation for Science, Ikerbasque , 48013 Bilbao , Spain
| | - Alberto Bianco
- University of Strasbourg, CNRS , Immunology, Immunopathology and Therapeutic Chemistry , 67000 Strasbourg , France
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53
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Catanesi M, Panella G, Benedetti E, Fioravanti G, Perrozzi F, Ottaviano L, Leandro LD, Ardini M, Giansanti F, d'Angelo M, Castelli V, Angelucci F, Ippoliti R, Cimini A. YAP/TAZ mechano-transduction as the underlying mechanism of neuronal differentiation induced by reduced graphene oxide. Nanomedicine (Lond) 2018; 13:3091-3106. [PMID: 30451074 DOI: 10.2217/nnm-2018-0269] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
AIM The aim of this work is the dissection of the molecular pathways underlying the differentiation effect of reduced graphene oxide (GO) materials in the absence of differentiation agents. MATERIALS & METHODS Reduced GO is obtained either by drop casting method and heat-treated or biological reduction by the interaction between GO and wtPrxI. Cells were grown on both materials and the differentiation process studied by immunological and morphological detection. RESULTS & CONCLUSION The results obtained indicate that both reduction methods of GO can determine the modulation of pathway involved in mechano-transduction and differentiation, by affecting YAP/TAZ localization outside the nuclei and increasing neuronal differentiation markers. This suggests that the mechano-transduction pathways are responsible for the differentiation process.
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Affiliation(s)
- M Catanesi
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila Italy
| | - G Panella
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila Italy
| | - E Benedetti
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila Italy
| | - G Fioravanti
- Department of Physical & Chemical Sciences, University of L'Aquila, L'Aquila Italy
| | - F Perrozzi
- Department of Physical & Chemical Sciences, University of L'Aquila, L'Aquila Italy
| | - L Ottaviano
- Department of Physical & Chemical Sciences, University of L'Aquila, L'Aquila Italy
| | - L Di Leandro
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila Italy
| | - M Ardini
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila Italy
| | - F Giansanti
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila Italy
| | - M d'Angelo
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila Italy
| | - V Castelli
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila Italy
| | - F Angelucci
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila Italy
| | - R Ippoliti
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila Italy
| | - A Cimini
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila Italy.,Department of Biology, Sbarro Institute for Cancer Research & Molecular Medicine, Temple University, PA, USA
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54
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Qing H, Jin G, Zhao G, Huang G, Ma Y, Zhang X, Sha B, Luo Z, Lu TJ, Xu F. Heterostructured Silk-Nanofiber-Reduced Graphene Oxide Composite Scaffold for SH-SY5Y Cell Alignment and Differentiation. ACS APPLIED MATERIALS & INTERFACES 2018; 10:39228-39237. [PMID: 30226373 DOI: 10.1021/acsami.8b12562] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Stem cell therapy is promising for treating traumatic injuries of the central nervous system, where a major challenge is to effectively differentiate neural stem cells into neurons with uniaxial alignment. Recently, controlling stem cell fate by modulating biophysical cues (e.g., stiffness, conductivity, and patterns) has emerged as an attractive approach. Herein, we report a new heterostructure composite scaffold to induce cell-oriented growth and enhance the neuronal differentiation of SH-SY5Y cells. The scaffold is composed of aligned electrospinning silk nanofibers coated on reduced graphene paper with high conductivity and good biocompatibility. Our experimental results demonstrate that the composite scaffold can effectively induce the oriented growth and enhance neuronal differentiation of SH-SY5Y cells. Our study develops a novel scaffold for enhancing the differentiation of SH-SY5Y cells into neurons, which holds great potential in the treatment of neurological diseases and injuries.
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Affiliation(s)
- Huaibin Qing
- State Key Laboratory for Mechanical Behavior of Materials , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
- State Key Laboratory of Mechanics and Control of Mechanical Structures , Nanjing University of Aeronautics and Astronautics , Nanjing 210016 , P.R. China
| | - Guorui Jin
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
- Bioinspired Engineering and Biomechanics Center (BEBC) , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
| | - Guoxu Zhao
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
- Bioinspired Engineering and Biomechanics Center (BEBC) , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
| | - Guoyou Huang
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
- Bioinspired Engineering and Biomechanics Center (BEBC) , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
| | - Yufei Ma
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
- Bioinspired Engineering and Biomechanics Center (BEBC) , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
| | - Xiaohui Zhang
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
- Bioinspired Engineering and Biomechanics Center (BEBC) , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
| | - Baoyong Sha
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
- Institute of Basic Medical Science, School of Basic Medical Science , Xi'an Medical University , Xi'an 710021 , China
| | - Zhengtang Luo
- Department of Chemical and Biomolecular Engineering , The Hong Kong University of Science and Technology , Clear Water Bay , Kowloon , Hong Kong
| | - Tian Jian Lu
- State Key Laboratory of Mechanics and Control of Mechanical Structures , Nanjing University of Aeronautics and Astronautics , Nanjing 210016 , P.R. China
- Bioinspired Engineering and Biomechanics Center (BEBC) , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
- MOE Key Laboratory for Multifunctional Materials and Structures , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
| | - Feng Xu
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
- Bioinspired Engineering and Biomechanics Center (BEBC) , Xi'an Jiaotong University , Xi'an 710049 , P.R. China
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55
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Zhang Z, Klausen LH, Chen M, Dong M. Electroactive Scaffolds for Neurogenesis and Myogenesis: Graphene-Based Nanomaterials. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2018; 14:e1801983. [PMID: 30264534 DOI: 10.1002/smll.201801983] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Revised: 07/28/2018] [Indexed: 05/24/2023]
Abstract
One of the major issues in tissue engineering is constructing a functional scaffold to support cell growth and also provide proper synergistic guidance cues. Graphene-based nanomaterials have emerged as biocompatible and electroactive scaffolds for neurogenesis and myogenesis, due to their excellent tunable chemical, physical, and mechanical properties. This review first assesses the recent investigations focusing on the fabrication and applications of graphene-based nanomaterials for neurogenesis and myogenesis, in the form of either 2D films, 3D scaffolds, or composite architectures. Besides, because of their outstanding electrical properties, graphene family materials are particularly suitable for designing electroactive scaffolds that could provide proper electrical stimulation (i.e., electrical or photo stimuli) to promote the regeneration of excitable neurons and muscle cells. Therefore, the effects and mechanism of electrical and/or photo stimulations on neurogenesis and myogenesis are followed. Furthermore, studies on their biocompatibilities and toxicities especially to neural and muscle cells are evaluated. Finally, the future challenges and perspectives in facilitating the development of clinical translation of graphene-family nanomaterials in treating neurodegenerative and muscle diseases are discussed.
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Affiliation(s)
- Zhongyang Zhang
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, DK-8000, Aarhus C, Denmark
| | | | - Menglin Chen
- Department of Engineering, Aarhus University, DK-8000, Aarhus C, Denmark
| | - Mingdong Dong
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, DK-8000, Aarhus C, Denmark
- Department of Chemistry, Stanford University, Stanford, CA, 94305, USA
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56
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Singh M, Nanda HS, O'Rorke RD, Jakus AE, Shah AH, Shah RN, Webster RD, Steele TWJ. Voltaglue Bioadhesives Energized with Interdigitated 3D-Graphene Electrodes. Adv Healthc Mater 2018; 7:e1800538. [PMID: 30253081 DOI: 10.1002/adhm.201800538] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 07/25/2018] [Indexed: 01/08/2023]
Abstract
Soft tissue fixation of implant and bioelectrodes relies on mechanical means (e.g., sutures, staples, and screws), with associated complications of tissue perforation, scarring, and interfacial stress concentrations. Adhesive bioelectrodes address these shortcomings with voltage cured carbene-based bioadhesives, locally energized through graphene interdigitated electrodes. Electrorheometry and adhesion structure activity relationships are explored with respect to voltage and electrolyte on bioelectrodes synthesized from graphene 3D-printed onto resorbable polyester substrates. Adhesive leachates effects on in vitro metabolism and human-derived platelet-rich plasma response serves to qualitatively assess biological response. The voltage activated bioadhesives are found to have gelation times of 60 s or less with maximum shear storage modulus (G') of 3 kPa. Shear modulus mimics reported values for human soft tissues (0.1-10 kPa). The maximum adhesion strength achieved for the ≈50 mg bioelectrode films is 170 g cm-2 (17 kPa), which exceeds the force required for tethering of electrodes on dynamic soft tissues. The method provides the groundwork for implantable bio/electrodes that may be permanently incorporated into soft tissues, vis-à-vis graphene backscattering wireless electronics since all components are bioresorbable.
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Affiliation(s)
- Manisha Singh
- NTU‐Northwestern Institute for Nanomedicine Interdisciplinary Graduate School Nanyang Technological University 50 Nanyang Drive Singapore 637553 Singapore
- School of Materials Science and Engineering (MSE) Division of Materials Technology Nanyang Technological University (NTU) Singapore 639798 Singapore
| | - Himansu Sekhar Nanda
- School of Materials Science and Engineering (MSE) Division of Materials Technology Nanyang Technological University (NTU) Singapore 639798 Singapore
- Department of Mechanical Engineering PDPM‐Indian Institute of Information Technology Design and Manufacturing (IIITDM)‐Jabalpur Dumna Airport Road Jabalpur ‐482005 MP India
| | - Richard D. O'Rorke
- Singapore University of Technology and Design 8 Somapah Road Singapore 487372 Singapore
| | - Adam E. Jakus
- Department of Materials Science and Engineering Northwestern University 2220 Campus Drive Evanston IL 60208 USA
- Simpson Querrey Institute for BioNanotechnology Northwestern University 303 E Superior St. Chicago IL 60611 USA
- Department of Biomedical Engineering Northwestern University 2145 Sheridan Rd. Evanston IL 60611 USA
- Division of Organ Transplantation Comprehensive Transplant Center Department of Surgery Northwestern University 251 E Huron St. Chicago IL 60611 USA
| | - Ankur Harish Shah
- School of Materials Science and Engineering (MSE) Division of Materials Technology Nanyang Technological University (NTU) Singapore 639798 Singapore
| | - Ramille N. Shah
- Department of Materials Science and Engineering Northwestern University 2220 Campus Drive Evanston IL 60208 USA
- Simpson Querrey Institute for BioNanotechnology Northwestern University 303 E Superior St. Chicago IL 60611 USA
- Department of Biomedical Engineering Northwestern University 2145 Sheridan Rd. Evanston IL 60611 USA
- Division of Organ Transplantation Comprehensive Transplant Center Department of Surgery Northwestern University 251 E Huron St. Chicago IL 60611 USA
| | - Richard D. Webster
- Division of Chemistry and Biological Chemistry School of Physical and Mathematical Sciences Nanyang Technological University Singapore 637371 Singapore
| | - Terry W. J. Steele
- NTU‐Northwestern Institute for Nanomedicine Interdisciplinary Graduate School Nanyang Technological University 50 Nanyang Drive Singapore 637553 Singapore
- School of Materials Science and Engineering (MSE) Division of Materials Technology Nanyang Technological University (NTU) Singapore 639798 Singapore
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58
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Angotzi GN, Boi F, Lecomte A, Miele E, Malerba M, Zucca S, Casile A, Berdondini L. SiNAPS: An implantable active pixel sensor CMOS-probe for simultaneous large-scale neural recordings. Biosens Bioelectron 2018; 126:355-364. [PMID: 30466053 DOI: 10.1016/j.bios.2018.10.032] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Revised: 09/25/2018] [Accepted: 10/09/2018] [Indexed: 11/18/2022]
Abstract
Large-scale neural recordings with high spatial and temporal accuracy are instrumental to understand how the brain works. To this end, it is of key importance to develop probes that can be conveniently scaled up to a high number of recording channels. Despite recent achievements in complementary metal-oxide semiconductor (CMOS) multi-electrode arrays probes, in current circuit architectures an increase in the number of simultaneously recording channels would significantly increase the total chip area. A promising approach for overcoming this scaling issue consists in the use of the modular Active Pixel Sensor (APS) concept, in which a small front-end circuit is located beneath each electrode. However, this approach imposes challenging constraints on the area of the in-pixel circuit, power consumption and noise. Here, we present an APS CMOS-probe technology for Simultaneous Neural recording that successfully addresses all these issues for whole-array read-outs at 25 kHz/channel from up to 1024 electrode-pixels. To assess the circuit performances, we realized in a 0.18 μm CMOS technology an implantable single-shaft probe with a regular array of 512 electrode-pixels with a pitch of 28 μm. Extensive bench tests showed an in-pixel gain of 45.4 ± 0.4 dB (low pass, F-3 dB = 4 kHz), an input referred noise of 7.5 ± 0.67 μVRMS (300 Hz to 7.5 kHz) and a power consumption <6 μW/pixel. In vivo acute recordings demonstrate that our SiNAPS CMOS-probe can sample full-band bioelectrical signals from each electrode, with the ability to resolve and discriminate activity from several packed neurons both at the spatial and temporal scale. These results pave the way to new generations of compact and scalable active single/multi-shaft brain recording systems.
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Affiliation(s)
| | - Fabio Boi
- Fondazione Istituto Italiano di Tecnologia (IIT), NetS3 Lab, Genova, Italy
| | - Aziliz Lecomte
- Fondazione Istituto Italiano di Tecnologia (IIT), NetS3 Lab, Genova, Italy
| | - Ermanno Miele
- Fondazione Istituto Italiano di Tecnologia (IIT), NetS3 Lab, Genova, Italy
| | - Mario Malerba
- Fondazione Istituto Italiano di Tecnologia (IIT), NetS3 Lab, Genova, Italy
| | - Stefano Zucca
- Fondazione Istituto Italiano di Tecnologia (IIT), Optical Approaches to Brain Function, Lab, Genova, Italy
| | - Antonino Casile
- Fondazione Istituto Italiano di Tecnologia (IIT), CTNSC-UniFe, Ferrara, Italy
| | - Luca Berdondini
- Fondazione Istituto Italiano di Tecnologia (IIT), NetS3 Lab, Genova, Italy
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59
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Serrano MC, Feito MJ, González-Mayorga A, Diez-Orejas R, Matesanz MC, Portolés MT. Response of macrophages and neural cells in contact with reduced graphene oxide microfibers. Biomater Sci 2018; 6:2987-2997. [PMID: 30255874 DOI: 10.1039/c8bm00902c] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Graphene-based materials are revealing a great promise for biomedical applications and demonstrating attractiveness for neural repair. In the context of neural tissue damage, the dialogue between neural and immune cells appears critical for driving regeneration, thus making the understanding of their relations pivotal. Herein, the acute response of RAW-264.7 macrophages on nanostructured reduced graphene oxide (rGO) microfibers has been evaluated through the analysis of cell parameters including proliferation, viability, intracellular content of reactive oxygen species, cell cycle, apoptosis, and cell size and complexity. The influence of the direct contact of rGO microfibers on their polarization towards M1 and M2 phenotypes has been studied by analyses of both M1 (CD80) and M2 (CD163) markers and the secretion of the inflammatory cytokines TNF-α and IL-6. Finally, the capability of these rGO microfibers to regulate neural stem cell differentiation has been also evaluated. Findings reveal that rGO microfibers inhibit the proliferation of RAW-264.7 macrophages without affecting their viability and cell cycle profiles. The presence of M1 and M2 macrophages on these microfibers was confirmed after 24 and 48 h, respectively, accompanied by a decrease in TNF-α and an increase in IL-6 cytokine secretion. These rGO microfibers were also able to support the formation of a highly interconnected neural culture composed of both neurons (map2+ cells) and glial cells (vimentin+ cells). These findings encourage further investigation of these microfibers as attractive biomaterials to interact with immune and neural cells, attempting to support wound healing and tissue repair after implantation.
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Affiliation(s)
- M C Serrano
- Group of Materials for Health, Instituto de Ciencia de Materiales de Madrid (ICMM), Consejo Superior de Investigaciones Científicas (CSIC), 28049-Madrid, Spain.
| | - M J Feito
- Department of Biochemistry and Molecular Biology, Faculty of Chemistry, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040-Madrid, Spain.
| | - A González-Mayorga
- Laboratory of Interfaces for Neural Repair, Hospital Nacional de Parapléjicos, Servicio de Salud de Castilla-La Mancha, 45071-Toledo, Spain
| | - R Diez-Orejas
- Department of Microbiology and Parasitology, Faculty of Pharmacy, Universidad Complutense de Madrid, 28040-Madrid, Spain
| | - M C Matesanz
- Department of Biochemistry and Molecular Biology, Faculty of Chemistry, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040-Madrid, Spain.
| | - M T Portolés
- Department of Biochemistry and Molecular Biology, Faculty of Chemistry, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040-Madrid, Spain.
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Chiacchiaretta M, Bramini M, Rocchi A, Armirotti A, Giordano E, Vázquez E, Bandiera T, Ferroni S, Cesca F, Benfenati F. Graphene Oxide Upregulates the Homeostatic Functions of Primary Astrocytes and Modulates Astrocyte-to-Neuron Communication. NANO LETTERS 2018; 18:5827-5838. [PMID: 30088941 DOI: 10.1021/acs.nanolett.8b02487] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Graphene-based materials are the focus of intense research efforts to devise novel theranostic strategies for targeting the central nervous system. In this work, we have investigated the consequences of long-term exposure of primary rat astrocytes to pristine graphene (GR) and graphene oxide (GO) flakes. We demonstrate that GR/GO interfere with a variety of intracellular processes as a result of their internalization through the endolysosomal pathway. Graphene-exposed astrocytes acquire a more differentiated morphological phenotype associated with extensive cytoskeletal rearrangements. Profound functional alterations are induced by GO internalization, including the upregulation of inward-rectifying K+ channels and of Na+-dependent glutamate uptake, which are linked to the astrocyte capacity to control the extracellular homeostasis. Interestingly, GO-pretreated astrocytes promote the functional maturation of cocultured primary neurons by inducing an increase in intrinsic excitability and in the density of GABAergic synapses. The results indicate that graphene nanomaterials profoundly affect astrocyte physiology in vitro with consequences for neuronal network activity. This work supports the view that GO-based materials could be of great interest to address pathologies of the central nervous system associated with astrocyte dysfunctions.
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Affiliation(s)
| | | | | | | | | | - Ester Vázquez
- Departamento de Química Orgánica , Universidad de Castilla La-Mancha , 13071 Ciudad Real , Spain
| | | | - Stefano Ferroni
- Department of Pharmacy and Biotechnology , University of Bologna , 40126 Bologna , Italy
| | - Fabrizia Cesca
- IRCCS Ospedale Policlinico , San Martino, Genova , Italy
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61
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Abedini M, Tekieh T, Sasanpour P. Recording Neural Activity Based on Surface Plasmon Resonance by Optical Fibers-A Computational Analysis. Front Comput Neurosci 2018; 12:61. [PMID: 30123119 PMCID: PMC6085840 DOI: 10.3389/fncom.2018.00061] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2018] [Accepted: 07/11/2018] [Indexed: 02/05/2023] Open
Abstract
An all optical, non-destructive method for monitoring neural activity has been proposed and its performance in detection has been analyzed computationally. The proposed method is based on excitation of Surface Plasmon Resonance (SPR) through the structure of optical fibers. The sensor structure consists of a multimode optical fiber where, the cladding of fiber has been removed and thin film of gold structure has been deposited on the surface. Impinging the laser light with appropriate wavelength inside the fiber and based on the total internal reflection, the evanescent wave will excite surface plasmons in the gold thin film. The absorption of light by surface plasmons in the gold structure is severely dependent on the dielectric properties at its vicinity. The electrical activity of neural cells (action potential) can modulate the dielectric properties at its vicinity and hence can modify the absorption of light inside the optical fiber. We have computationally analyzed the performance of the proposed sensor with different available geometries using Finite Element Method (FEM). In this regard, we have shown that the optical response of proposed sensor will track the action potential of the neuron at its vicinity. Based on different geometrical structure, the sensor has absorption in different regions of visible spectrum.
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Affiliation(s)
- Mitra Abedini
- Department of Medical Physics and Biomedical Engineering, School of Medicine, Shahid Beheshti Medical University, Tehran, Iran
| | - Tahereh Tekieh
- Complex System Group, Department of Physics, Sydney University, Sydney, NSW, Australia
| | - Pezhman Sasanpour
- Department of Medical Physics and Biomedical Engineering, School of Medicine, Shahid Beheshti Medical University, Tehran, Iran.,School of Nanoscience, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
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62
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Pampaloni NP, Lottner M, Giugliano M, Matruglio A, D'Amico F, Prato M, Garrido JA, Ballerini L, Scaini D. Single-layer graphene modulates neuronal communication and augments membrane ion currents. NATURE NANOTECHNOLOGY 2018; 13:755-764. [PMID: 29892019 DOI: 10.1038/s41565-018-0163-6] [Citation(s) in RCA: 87] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Accepted: 05/08/2018] [Indexed: 05/24/2023]
Abstract
The use of graphene-based materials to engineer sophisticated biosensing interfaces that can adapt to the central nervous system requires a detailed understanding of how such materials behave in a biological context. Graphene's peculiar properties can cause various cellular changes, but the underlying mechanisms remain unclear. Here, we show that single-layer graphene increases neuronal firing by altering membrane-associated functions in cultured cells. Graphene tunes the distribution of extracellular ions at the interface with neurons, a key regulator of neuronal excitability. The resulting biophysical changes in the membrane include stronger potassium ion currents, with a shift in the fraction of neuronal firing phenotypes from adapting to tonically firing. By using experimental and theoretical approaches, we hypothesize that the graphene-ion interactions that are maximized when single-layer graphene is deposited on electrically insulating substrates are crucial to these effects.
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Affiliation(s)
| | - Martin Lottner
- Walter Schottky Institut and Physik-Department, Technische Universität München, Garching, Germany
| | - Michele Giugliano
- Molecular, Cellular, and Network Excitability, Department of Biomedical Sciences, Universiteit Antwerp, Antwerp, Belgium
- Department of Computer Science, University of Sheffield, Sheffield, UK
- Lab of Neural Microcircuitry, Brain Mind Institute, EPFL, Lausanne, Switzerland
| | - Alessia Matruglio
- CNR-IOM-Istituto Officina dei Materiali, Trieste, Italy
- CERIC-ERIC (Central European Research Infrastructure Consortium), Trieste, Italy
| | | | - Maurizio Prato
- Department of Chemical and Pharmaceutical Sciences, University of Trieste, Trieste, Italy
- Nanobiotechnology Laboratory, CIC biomaGUNE, San Sebastiàn, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Spain
| | - Josè Antonio Garrido
- Catalan Institute of Nanoscience and Nanotechnology (ICN2), CSIC and The Barcelona Institute of Science and Technology, Campus UAB, Bellaterra, Spain.
- ICREA3, Barcelona, Spain.
| | - Laura Ballerini
- International School for Advanced Studies (SISSA), Trieste, Italy.
| | - Denis Scaini
- International School for Advanced Studies (SISSA), Trieste, Italy.
- Elettra Sincrotrone Trieste S.C.p.A., Trieste, Italy.
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63
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Yuan Q, Liu Y, Ye C, Sun H, Dai D, Wei Q, Lai G, Wu T, Yu A, Fu L, Chee KW, Lin CT. Highly stable and regenerative graphene–diamond hybrid electrochemical biosensor for fouling target dopamine detection. Biosens Bioelectron 2018; 111:117-123. [DOI: 10.1016/j.bios.2018.04.006] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Revised: 04/01/2018] [Accepted: 04/03/2018] [Indexed: 10/17/2022]
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64
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Fischer RA, Zhang Y, Risner ML, Li D, Xu Y, Sappington RM. Impact of Graphene on the Efficacy of Neuron Culture Substrates. Adv Healthc Mater 2018; 7:e1701290. [PMID: 29943431 PMCID: PMC6105445 DOI: 10.1002/adhm.201701290] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 04/11/2018] [Indexed: 01/09/2023]
Abstract
How graphene influences the behavior of living cells or tissues remains a critical issue for its application in biomedical studies, despite the general acceptance that graphene is biocompatible. While direct contact between cells and graphene is not a requirement for all biomedical applications, it is often mandatory for biosensing. Therefore, it is important to clarify whether graphene impedes the ability of cells to interact with biological elements in their environment. Here, a systematic study is reported to determine whether applying graphene on top of matrix substrates masks interactions between these substrates and retinal ganglion cells (RGCs). Six different platforms are tested for primary RGC cultures with three platforms comprised of matrix substrates compatible with these neurons, and another three having a layer of graphene placed on top of the matrix substrates. The results demonstrate that graphene does not impede interactions between RGCs and underlying substrate matrix, such that their positive or negative effects on neuron viability and vitality are retained. However, direct contact between RGCs and graphene reduces the number, but increases basal activity, of functional cation channels. The data indicate that, when proper baselines are established, graphene is a promising biosensing material for in vitro applications in neuroscience.
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Affiliation(s)
- Rachel A. Fischer
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, Department of Pharmacology, Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN 37235, USA
- Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN 37235, USA
- Department of Ophthalmology and Visual Sciences, Vanderbilt Eye Institute, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN 37235, USA
- Department of Physics and Astronomy and Department of Electrical, Engineering and Computer Science, Vanderbilt University, Nashville, TN 37235, USA
- Department of Ophthalmology and Visual Sciences, Vanderbilt Eye Institute, Vanderbilt University Medical Center, Department of Pharmacology, Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN 37235, USA
| | - Yuchen Zhang
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, Department of Pharmacology, Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN 37235, USA
- Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN 37235, USA
- Department of Ophthalmology and Visual Sciences, Vanderbilt Eye Institute, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN 37235, USA
- Department of Physics and Astronomy and Department of Electrical, Engineering and Computer Science, Vanderbilt University, Nashville, TN 37235, USA
- Department of Ophthalmology and Visual Sciences, Vanderbilt Eye Institute, Vanderbilt University Medical Center, Department of Pharmacology, Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN 37235, USA
| | - Michael L. Risner
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, Department of Pharmacology, Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN 37235, USA
- Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN 37235, USA
- Department of Ophthalmology and Visual Sciences, Vanderbilt Eye Institute, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN 37235, USA
- Department of Physics and Astronomy and Department of Electrical, Engineering and Computer Science, Vanderbilt University, Nashville, TN 37235, USA
- Department of Ophthalmology and Visual Sciences, Vanderbilt Eye Institute, Vanderbilt University Medical Center, Department of Pharmacology, Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN 37235, USA
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65
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Tu Z, Guday G, Adeli M, Haag R. Multivalent Interactions between 2D Nanomaterials and Biointerfaces. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2018; 30:e1706709. [PMID: 29900600 DOI: 10.1002/adma.201706709] [Citation(s) in RCA: 89] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Revised: 02/15/2018] [Indexed: 05/20/2023]
Abstract
2D nanomaterials, particularly graphene, offer many fascinating physicochemical properties that have generated exciting visions of future biological applications. In order to capitalize on the potential of 2D nanomaterials in this field, a full understanding of their interactions with biointerfaces is crucial. The uptake pathways, toxicity, long-term fate of 2D nanomaterials in biological systems, and their interactions with the living systems are fundamental questions that must be understood. Here, the latest progress is summarized, with a focus on pathogen, mammalian cell, and tissue interactions. The cellular uptake pathways of graphene derivatives will be discussed, along with health risks, and interactions with membranes-including bacteria and viruses-and the role of chemical structure and modifications. Other novel 2D nanomaterials with potential biomedical applications, such as transition-metal dichalcogenides, transition-metal oxide, and black phosphorus will be discussed at the end of this review.
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Affiliation(s)
- Zhaoxu Tu
- Institut für Chemie und Biochemie, Freie Universität Berlin, Takustrasse 3, 14195, Berlin, Germany
| | - Guy Guday
- Institut für Chemie und Biochemie, Freie Universität Berlin, Takustrasse 3, 14195, Berlin, Germany
| | - Mohsen Adeli
- Institut für Chemie und Biochemie, Freie Universität Berlin, Takustrasse 3, 14195, Berlin, Germany
- Department of Chemistry, Faculty of Science, Lorestan University, 68151-44316, Khoramabad, Iran
| | - Rainer Haag
- Institut für Chemie und Biochemie, Freie Universität Berlin, Takustrasse 3, 14195, Berlin, Germany
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66
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Reddy S, Xu X, Guo T, Zhu R, He L, Ramakrishana S. Allotropic carbon (graphene oxide and reduced graphene oxide) based biomaterials for neural regeneration. CURRENT OPINION IN BIOMEDICAL ENGINEERING 2018. [DOI: 10.1016/j.cobme.2018.05.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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67
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Lu Y, Liu X, Kuzum D. Graphene-based neurotechnologies for advanced neural interfaces. CURRENT OPINION IN BIOMEDICAL ENGINEERING 2018. [DOI: 10.1016/j.cobme.2018.06.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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68
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Bramini M, Alberini G, Colombo E, Chiacchiaretta M, DiFrancesco ML, Maya-Vetencourt JF, Maragliano L, Benfenati F, Cesca F. Interfacing Graphene-Based Materials With Neural Cells. Front Syst Neurosci 2018; 12:12. [PMID: 29695956 PMCID: PMC5904258 DOI: 10.3389/fnsys.2018.00012] [Citation(s) in RCA: 76] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Accepted: 03/26/2018] [Indexed: 12/12/2022] Open
Abstract
The scientific community has witnessed an exponential increase in the applications of graphene and graphene-based materials in a wide range of fields, from engineering to electronics to biotechnologies and biomedical applications. For what concerns neuroscience, the interest raised by these materials is two-fold. On one side, nanosheets made of graphene or graphene derivatives (graphene oxide, or its reduced form) can be used as carriers for drug delivery. Here, an important aspect is to evaluate their toxicity, which strongly depends on flake composition, chemical functionalization and dimensions. On the other side, graphene can be exploited as a substrate for tissue engineering. In this case, conductivity is probably the most relevant amongst the various properties of the different graphene materials, as it may allow to instruct and interrogate neural networks, as well as to drive neural growth and differentiation, which holds a great potential in regenerative medicine. In this review, we try to give a comprehensive view of the accomplishments and new challenges of the field, as well as which in our view are the most exciting directions to take in the immediate future. These include the need to engineer multifunctional nanoparticles (NPs) able to cross the blood-brain-barrier to reach neural cells, and to achieve on-demand delivery of specific drugs. We describe the state-of-the-art in the use of graphene materials to engineer three-dimensional scaffolds to drive neuronal growth and regeneration in vivo, and the possibility of using graphene as a component of hybrid composites/multi-layer organic electronics devices. Last but not least, we address the need of an accurate theoretical modeling of the interface between graphene and biological material, by modeling the interaction of graphene with proteins and cell membranes at the nanoscale, and describing the physical mechanism(s) of charge transfer by which the various graphene materials can influence the excitability and physiology of neural cells.
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Affiliation(s)
- Mattia Bramini
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Graphene Labs, Istituto Italiano di Tecnologia, Genova, Italy
| | - Giulio Alberini
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Department of Experimental Medicine, Università degli Studi di Genova, Genova, Italy
| | - Elisabetta Colombo
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Graphene Labs, Istituto Italiano di Tecnologia, Genova, Italy
| | - Martina Chiacchiaretta
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Department of Experimental Medicine, Università degli Studi di Genova, Genova, Italy
| | - Mattia L DiFrancesco
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Graphene Labs, Istituto Italiano di Tecnologia, Genova, Italy
| | - José F Maya-Vetencourt
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy
| | - Luca Maragliano
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy
| | - Fabio Benfenati
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Graphene Labs, Istituto Italiano di Tecnologia, Genova, Italy.,Department of Experimental Medicine, Università degli Studi di Genova, Genova, Italy
| | - Fabrizia Cesca
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Graphene Labs, Istituto Italiano di Tecnologia, Genova, Italy
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69
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Ryan AJ, Kearney CJ, Shen N, Khan U, Kelly AG, Probst C, Brauchle E, Biccai S, Garciarena CD, Vega-Mayoral V, Loskill P, Kerrigan SW, Kelly DJ, Schenke-Layland K, Coleman JN, O'Brien FJ. Electroconductive Biohybrid Collagen/Pristine Graphene Composite Biomaterials with Enhanced Biological Activity. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2018; 30:e1706442. [PMID: 29504165 DOI: 10.1002/adma.201706442] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2017] [Revised: 12/18/2017] [Indexed: 05/14/2023]
Abstract
Electroconductive substrates are emerging as promising functional materials for biomedical applications. Here, the development of biohybrids of collagen and pristine graphene that effectively harness both the biofunctionality of the protein component and the increased stiffness and enhanced electrical conductivity (matching native cardiac tissue) obtainable with pristine graphene is reported. As well as improving substrate physical properties, the addition of pristine graphene also enhances human cardiac fibroblast growth while simultaneously inhibiting bacterial attachment (Staphylococcus aureus). When embryonic-stem-cell-derived cardiomyocytes (ESC-CMs) are cultured on the substrates, biohybrids containing 32 wt% graphene significantly increase metabolic activity and cross-striated sarcomeric structures, indicative of the improved substrate suitability. By then applying electrical stimulation to these conductive biohybrid substrates, an enhancement of the alignment and maturation of the ESC-CMs is achieved. While this in vitro work has clearly shown the potential of these materials to be translated for cardiac applications, it is proposed that these graphene-based biohybrid platforms have potential for a myriad of other applications-particularly in electrically sensitive tissues, such as neural and neural and musculoskeletal tissues.
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Affiliation(s)
- Alan J Ryan
- Tissue Engineering Research Group (TERG), Department of Anatomy, School of Pharmacy and Department of MCT, Royal College of Surgeons in Ireland, Dublin 2, Ireland
- Advanced Materials and Bioengineering Research (AMBER) Centre, Trinity College Dublin, Ireland and Royal College of Surgeons in Ireland, Dublin 2, Ireland
- Trinity Centre for Bioengineering (TCBE), Trinity College Dublin, Ireland
| | - Cathal J Kearney
- Tissue Engineering Research Group (TERG), Department of Anatomy, School of Pharmacy and Department of MCT, Royal College of Surgeons in Ireland, Dublin 2, Ireland
- Advanced Materials and Bioengineering Research (AMBER) Centre, Trinity College Dublin, Ireland and Royal College of Surgeons in Ireland, Dublin 2, Ireland
- Trinity Centre for Bioengineering (TCBE), Trinity College Dublin, Ireland
| | - Nian Shen
- Department of Women's Health, Research Institute for Women's Health, Eberhard-Karls-University Tübingen, 72076, Tübingen, Germany
| | - Umar Khan
- Department of Life Sciences, PEM Centre, School of Science, Sligo Institute of Technology, Sligo Ash Lane, Sligo, Ireland
| | - Adam G Kelly
- Advanced Materials and Bioengineering Research (AMBER) Centre, Trinity College Dublin, Ireland and Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Christopher Probst
- Department of Cell and Tissue Engineering, Fraunhofer-Institute for Interfacial Engineering and Biotechnology (IGB), 70569, Stuttgart, Germany
| | - Eva Brauchle
- Department of Women's Health, Research Institute for Women's Health, Eberhard-Karls-University Tübingen, 72076, Tübingen, Germany
- Department of Cell and Tissue Engineering, Fraunhofer-Institute for Interfacial Engineering and Biotechnology (IGB), 70569, Stuttgart, Germany
| | - Sonia Biccai
- Advanced Materials and Bioengineering Research (AMBER) Centre, Trinity College Dublin, Ireland and Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Carolina D Garciarena
- Tissue Engineering Research Group (TERG), Department of Anatomy, School of Pharmacy and Department of MCT, Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Victor Vega-Mayoral
- Advanced Materials and Bioengineering Research (AMBER) Centre, Trinity College Dublin, Ireland and Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Peter Loskill
- Department of Women's Health, Research Institute for Women's Health, Eberhard-Karls-University Tübingen, 72076, Tübingen, Germany
- Department of Cell and Tissue Engineering, Fraunhofer-Institute for Interfacial Engineering and Biotechnology (IGB), 70569, Stuttgart, Germany
| | - Steve W Kerrigan
- Tissue Engineering Research Group (TERG), Department of Anatomy, School of Pharmacy and Department of MCT, Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Daniel J Kelly
- Advanced Materials and Bioengineering Research (AMBER) Centre, Trinity College Dublin, Ireland and Royal College of Surgeons in Ireland, Dublin 2, Ireland
- Trinity Centre for Bioengineering (TCBE), Trinity College Dublin, Ireland
| | - Katja Schenke-Layland
- Department of Women's Health, Research Institute for Women's Health, Eberhard-Karls-University Tübingen, 72076, Tübingen, Germany
- Department of Cell and Tissue Engineering, Fraunhofer-Institute for Interfacial Engineering and Biotechnology (IGB), 70569, Stuttgart, Germany
- Department of Medicine/Cardiology, Cardiovascular Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | - Jonathan N Coleman
- Advanced Materials and Bioengineering Research (AMBER) Centre, Trinity College Dublin, Ireland and Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Fergal J O'Brien
- Tissue Engineering Research Group (TERG), Department of Anatomy, School of Pharmacy and Department of MCT, Royal College of Surgeons in Ireland, Dublin 2, Ireland
- Advanced Materials and Bioengineering Research (AMBER) Centre, Trinity College Dublin, Ireland and Royal College of Surgeons in Ireland, Dublin 2, Ireland
- Trinity Centre for Bioengineering (TCBE), Trinity College Dublin, Ireland
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70
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Membrane cholesterol mediates the cellular effects of monolayer graphene substrates. Nat Commun 2018; 9:796. [PMID: 29476054 PMCID: PMC5824811 DOI: 10.1038/s41467-018-03185-0] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Accepted: 01/25/2018] [Indexed: 01/07/2023] Open
Abstract
Graphene possesses extraordinary properties that promise great potential in biomedicine. However, fully leveraging these properties requires close contact with the cell surface, raising the concern of unexpected biological consequences. Computational models have demonstrated that graphene preferentially interacts with cholesterol, a multifunctional lipid unique to eukaryotic membranes. Here we demonstrate an interaction between graphene and cholesterol. We find that graphene increases cell membrane cholesterol and potentiates neurotransmission, which is mediated by increases in the number, release probability, and recycling rate of synaptic vesicles. In fibroblasts grown on graphene, we also find an increase in cholesterol, which promotes the activation of P2Y receptors, a family of receptor regulated by cholesterol. In both cases, direct manipulation of cholesterol levels elucidates that a graphene-induced cholesterol increase underlies the observed potentiation of each cell signaling pathway. These findings identify cholesterol as a mediator of graphene’s cellular effects, providing insight into the biological impact of graphene. Understanding the biological role of graphene in eukaryotic cells is essential for future biomedicine applications. Here, the authors investigate the interaction of neurons and fibroblasts with graphene substrates, which increase cell membrane cholesterol and potentiate neurotransmitter release and receptor signaling.
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71
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Herbert R, Kim JH, Kim YS, Lee HM, Yeo WH. Soft Material-Enabled, Flexible Hybrid Electronics for Medicine, Healthcare, and Human-Machine Interfaces. MATERIALS (BASEL, SWITZERLAND) 2018; 11:E187. [PMID: 29364861 PMCID: PMC5848884 DOI: 10.3390/ma11020187] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Revised: 01/20/2018] [Accepted: 01/23/2018] [Indexed: 12/20/2022]
Abstract
Flexible hybrid electronics (FHE), designed in wearable and implantable configurations, have enormous applications in advanced healthcare, rapid disease diagnostics, and persistent human-machine interfaces. Soft, contoured geometries and time-dynamic deformation of the targeted tissues require high flexibility and stretchability of the integrated bioelectronics. Recent progress in developing and engineering soft materials has provided a unique opportunity to design various types of mechanically compliant and deformable systems. Here, we summarize the required properties of soft materials and their characteristics for configuring sensing and substrate components in wearable and implantable devices and systems. Details of functionality and sensitivity of the recently developed FHE are discussed with the application areas in medicine, healthcare, and machine interactions. This review concludes with a discussion on limitations of current materials, key requirements for next generation materials, and new application areas.
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Affiliation(s)
- Robert Herbert
- George W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA.
| | - Jong-Hoon Kim
- School of Engineering and Computer Science, Washington State University, Vancouver, WA 98686, USA.
| | - Yun Soung Kim
- George W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA.
| | - Hye Moon Lee
- Functional Materials Division, Korea Institute of Materials Science (KIMS), 797 Changwondaero, Seongsan-gu, Changwon, Gyeongnam 641-831, Korea.
| | - Woon-Hong Yeo
- George W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA.
- Center for Flexible Electronics, Institute for Electronics and Nanotechnology, Bioengineering Program, Petit Institute for Bioengineering and Biosciences, Neural Engineering Center, Georgia Institute of Technology, Atlanta, GA 30332, USA.
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72
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Convertino D, Luin S, Marchetti L, Coletti C. Peripheral Neuron Survival and Outgrowth on Graphene. Front Neurosci 2018; 12:1. [PMID: 29403346 PMCID: PMC5786521 DOI: 10.3389/fnins.2018.00001] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Accepted: 01/03/2018] [Indexed: 01/17/2023] Open
Abstract
Graphene displays properties that make it appealing for neuroregenerative medicine, yet its interaction with peripheral neurons has been scarcely investigated. Here, we culture on graphene two established models for peripheral neurons: PC12 cells and DRG primary neurons. We perform a nano-resolved analysis of polymeric coatings on graphene and combine optical microscopy and viability assays to assess the material cytocompatibility and influence on differentiation. We find that differentiated PC12 cells display a remarkably increased neurite length on graphene (up to 27%) with respect to controls. Notably, DRG primary neurons survive both on bare and coated graphene. They present dense axonal networks on coated graphene, while they form cell islets characterized by dense axonal bundles on uncoated graphene. These findings indicate that graphene holds potential for nerve tissue regeneration and might pave the road to novel concepts of active nerve conduits.
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Affiliation(s)
- Domenica Convertino
- NEST, Scuola Normale Superiore, Pisa, Italy.,Center for Nanotechnology Innovation @NEST, Istituto Italiano di Tecnologia, Pisa, Italy
| | | | - Laura Marchetti
- Center for Nanotechnology Innovation @NEST, Istituto Italiano di Tecnologia, Pisa, Italy
| | - Camilla Coletti
- Center for Nanotechnology Innovation @NEST, Istituto Italiano di Tecnologia, Pisa, Italy
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73
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Schnitker J, Adly N, Seyock S, Bachmann B, Yakushenko A, Wolfrum B, Offenhäusser A. Rapid Prototyping of Ultralow-Cost, Inkjet-Printed Carbon Microelectrodes for Flexible Bioelectronic Devices. ACTA ACUST UNITED AC 2018. [DOI: 10.1002/adbi.201700136] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Jan Schnitker
- Institute of Bioelectronics (ICS-8) and; Forschungszentrum Jülich; 52425 Jülich Germany
| | - Nouran Adly
- Institute of Bioelectronics (ICS-8) and; Forschungszentrum Jülich; 52425 Jülich Germany
| | - Silke Seyock
- Institute of Bioelectronics (ICS-8) and; Forschungszentrum Jülich; 52425 Jülich Germany
| | - Bernd Bachmann
- Institute of Bioelectronics (ICS-8) and; Forschungszentrum Jülich; 52425 Jülich Germany
- Neuroelectronics; Munich School of Bioengineering; Department of Electrical and Computer Engineering; Technical University of Munich (TUM); Boltzmannstrasse 11 Garching 85748 Germany
| | - Alexey Yakushenko
- Institute of Bioelectronics (ICS-8) and; Forschungszentrum Jülich; 52425 Jülich Germany
| | - Bernhard Wolfrum
- Institute of Bioelectronics (ICS-8) and; Forschungszentrum Jülich; 52425 Jülich Germany
- Neuroelectronics; Munich School of Bioengineering; Department of Electrical and Computer Engineering; Technical University of Munich (TUM); Boltzmannstrasse 11 Garching 85748 Germany
| | - Andreas Offenhäusser
- Institute of Bioelectronics (ICS-8) and; Forschungszentrum Jülich; 52425 Jülich Germany
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Keshavan S, Naskar S, Diaspro A, Cancedda L, Dante S. Developmental refinement of synaptic transmission on micropatterned single layer graphene. Acta Biomater 2018; 65:363-375. [PMID: 29122711 DOI: 10.1016/j.actbio.2017.11.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Revised: 10/30/2017] [Accepted: 11/05/2017] [Indexed: 12/11/2022]
Abstract
Interfacing neurons with graphene, a single atomic layer of sp2 hybridized C-atoms, is a key paradigm in understanding how to exploit the unique properties of such a two-dimensional system for neural prosthetics and biosensors development. In order to fabricate graphene-based circuitry, a reliable large area patterning method is a requirement. Following a previously developed protocol, we monitored the in vitro neuronal development of geometrically ordered neural network growing onto patterned Single Layer Graphene (SLG) coated with poly-D-lysine. The microscale patterns were fabricated via laser micromachining and consisted of SLG stripes separated by micrometric ablated stripes. A comprehensive analysis of the biointerface was carried out combining the surface characterization of SLG transferred on the glass substrates and Immunohistochemical (IHC) staining of the developing neural network. Neuronal and glial cells proliferation, as well as cell viability, were compared on glass, SLG and SLG-patterned surfaces. Further, we present a comparative developmental study on the efficacy of synaptic transmission on control glass, on transferred SLG, and on the micropatterned SLG substrates by recording miniature post synaptic currents (mPSCs). The mPSC frequencies and amplitudes obtained on SLG-stripes, SLG only and on glass were compared. Our results indicate a very similar developmental trend in the three groups, indicating that both SLG and patterned SLG preserve synaptic efficacy and can be potentially exploited for the fabrication of large area devices for neuron sensing or stimulation. STATEMENT OF SIGNIFICANCE This paper compares the morphological and functional development of neural networks forming on glass, on Single Layer Graphene (SLG) and on microsized patterned SLG substrates after neuron spontaneous migration. Neurons developing on SLG are viable after two weeks in vitro, and, on SLG, glial cell proliferation is enhanced. The functionality of the neural networks is demonstrated by measuring the development of neuron synapses in the first and second week in vitro. Preserving the neuron synaptic efficacy, both homogeneous and patterned interfaces based on graphene can be potentially exploited for the fabrication of large area devices for neuron sensing or stimulation, as well as for next generation of bio-electronic systems, to be used as brain-interfaces.
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Affiliation(s)
- Sandeep Keshavan
- Department of Nanophysics, Istituto Italiano di Tecnologia, Genova, Italy.
| | - Shovan Naskar
- Department of Neuroscience and Brain Technologies, Istituto Italiano di Tecnologia, Genova, Italy
| | - Alberto Diaspro
- Department of Nanophysics, Istituto Italiano di Tecnologia, Genova, Italy; Department of Physics, University of Genova, Genova, Italy
| | - Laura Cancedda
- Department of Neuroscience and Brain Technologies, Istituto Italiano di Tecnologia, Genova, Italy
| | - Silvia Dante
- Department of Nanophysics, Istituto Italiano di Tecnologia, Genova, Italy.
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75
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Scaini D, Ballerini L. Nanomaterials at the neural interface. Curr Opin Neurobiol 2017; 50:50-55. [PMID: 29289930 DOI: 10.1016/j.conb.2017.12.009] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Revised: 10/26/2017] [Accepted: 12/15/2017] [Indexed: 12/16/2022]
Abstract
Interfacing the nervous system with devices able to efficiently record or modulate the electrical activity of neuronal cells represents the underlying foundation of future theranostic applications in neurology and of current openings in neuroscience research. These devices, usually sensing cell activity via microelectrodes, should be characterized by safe working conditions in the biological milieu together with a well-controlled operation-life. The stable device/neuronal electrical coupling at the interface requires tight interactions between the electrode surface and the cell membrane. This neuro-electrode hybrid represents the hyphen between the soft nature of neural tissue, generating electrical signals via ion motions, and the rigid realm of microelectronics and medical devices, dealing with electrons in motion. Efficient integration of these entities is essential for monitoring, analyzing and controlling neuronal signaling but poses significant technological challenges. Improving the cell/electrode interaction and thus the interface performance requires novel engineering of (nano)materials: tuning at the nanoscale electrode's properties may lead to engineer interfacing probes that better camouflaged with their biological target. In this brief review, we highlight the most recent concepts in nanotechnologies and nanomaterials that might help reducing the mismatch between tissue and electrode, focusing on the device's mechanical properties and its biological integration with the tissue.
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Affiliation(s)
- Denis Scaini
- Scuola Internazionale Superiore di Studi Avanzati, via Bonomea, 265, 34136 Trieste, Italy; Elettra-Sincrotrone Trieste S.C.p.A. di interesse nazionale, S.S. 14, km 163,5 in AREA Science Park, 34149 Basovizza, Trieste, Italy
| | - Laura Ballerini
- Scuola Internazionale Superiore di Studi Avanzati, via Bonomea, 265, 34136 Trieste, Italy.
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76
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Call TP, Carey T, Bombelli P, Lea-Smith DJ, Hooper P, Howe CJ, Torrisi F. Platinum-free, graphene based anodes and air cathodes for single chamber microbial fuel cells. JOURNAL OF MATERIALS CHEMISTRY. A 2017; 5:23872-23886. [PMID: 29456857 PMCID: PMC5795293 DOI: 10.1039/c7ta06895f] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Accepted: 10/30/2017] [Indexed: 05/21/2023]
Abstract
Microbial fuel cells (MFCs) exploit the ability of microorganisms to generate electrical power during metabolism of substrates. However, the low efficiency of extracellular electron transfer from cells to the anode and the use of expensive rare metals as catalysts, such as platinum, limit their application and scalability. In this study we investigate the use of pristine graphene based electrodes at both the anode and the cathode of a MFC for efficient electrical energy production from the metabolically versatile bacterium Rhodopseudomonas palustris CGA009. We achieve a volumetric peak power output (PV) of up to 3.51 ± 0.50 W m-3 using graphene based aerogel anodes with a surface area of 8.2 m2 g-1. We demonstrate that enhanced MFC output arises from the interplay of the improved surface area, enhanced conductivity, and catalytic surface groups of the graphene based electrode. In addition, we show a 500-fold increase in PV to 1.3 ± 0.23 W m-3 when using a graphene coated stainless steel (SS) air cathode, compared to an uncoated SS cathode, demonstrating the feasibility of a platinum-free, graphene catalysed MFCs. Finally, we show a direct application for microwatt-consuming electronics by connecting several of these coin sized devices in series to power a digital clock.
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Affiliation(s)
- Toby P Call
- Department of Biochemistry , University of Cambridge , Hopkins Building, Downing Site, Tennis Court Road , Cambridge , CB2 1QW , UK . ; ; Tel: +44 (0)1223 333688
| | - Tian Carey
- Cambridge Graphene Centre , Department of Engineering , University of Cambridge , 9 JJ Thomson Avenue , Cambridge , CB3 0FA , UK . ; ; Tel: +44 (0)1223 332803
| | - Paolo Bombelli
- Department of Biochemistry , University of Cambridge , Hopkins Building, Downing Site, Tennis Court Road , Cambridge , CB2 1QW , UK . ; ; Tel: +44 (0)1223 333688
| | - David J Lea-Smith
- Department of Biochemistry , University of Cambridge , Hopkins Building, Downing Site, Tennis Court Road , Cambridge , CB2 1QW , UK . ; ; Tel: +44 (0)1223 333688
| | - Philippa Hooper
- Cambridge Graphene Centre , Department of Engineering , University of Cambridge , 9 JJ Thomson Avenue , Cambridge , CB3 0FA , UK . ; ; Tel: +44 (0)1223 332803
- Department of Chemical Engineering and Biotechnology , University of Cambridge , Philippa Fawcett Drive , Cambridge , CB3 0AS , UK
| | - Christopher J Howe
- Department of Biochemistry , University of Cambridge , Hopkins Building, Downing Site, Tennis Court Road , Cambridge , CB2 1QW , UK . ; ; Tel: +44 (0)1223 333688
| | - Felice Torrisi
- Cambridge Graphene Centre , Department of Engineering , University of Cambridge , 9 JJ Thomson Avenue , Cambridge , CB3 0FA , UK . ; ; Tel: +44 (0)1223 332803
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77
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Fu W, Feng L, Panaitov G, Kireev D, Mayer D, Offenhäusser A, Krause HJ. Biosensing near the neutrality point of graphene. SCIENCE ADVANCES 2017; 3:e1701247. [PMID: 29075669 PMCID: PMC5656418 DOI: 10.1126/sciadv.1701247] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Accepted: 09/26/2017] [Indexed: 05/05/2023]
Abstract
Over the past decade, the richness of electronic properties of graphene has attracted enormous interest for electrically detecting chemical and biological species using this two-dimensional material. However, the creation of practical graphene electronic sensors greatly depends on our ability to understand and maintain a low level of electronic noise, the fundamental reason limiting the sensor resolution. Conventionally, to reach the largest sensing response, graphene transistors are operated at the point of maximum transconductance, where 1/f noise is found to be unfavorably high and poses a major limitation in any attempt to further improve the device sensitivity. We show that operating a graphene transistor in an ambipolar mode near its neutrality point can markedly reduce the 1/f noise in graphene. Remarkably, our data reveal that this reduction in the electronic noise is achieved with uncompromised sensing response of the graphene chips and thus significantly improving the signal-to-noise ratio-compared to that of a conventionally operated graphene transistor for conductance measurement. As a proof-of-concept demonstration of the usage of the aforementioned new sensing scheme to a broader range of biochemical sensing applications, we selected an HIV-related DNA hybridization as the test bed and achieved detections at picomolar concentrations.
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Affiliation(s)
- Wangyang Fu
- Institute of Complex Systems Bioelectronics (ICS-8), Forschungszentrum Jülich, Jülich 52425, Germany
- Leiden Institute of Chemistry, Faculty of Science, Leiden University, Einsteinweg 55, 2333CC Leiden, Netherlands
- Corresponding author.
| | - Lingyan Feng
- Institute of Complex Systems Bioelectronics (ICS-8), Forschungszentrum Jülich, Jülich 52425, Germany
- Materials Genome Institute, Shanghai University, Shanghai 200444, China
| | - Gregory Panaitov
- Institute of Complex Systems Bioelectronics (ICS-8), Forschungszentrum Jülich, Jülich 52425, Germany
| | - Dmitry Kireev
- Institute of Complex Systems Bioelectronics (ICS-8), Forschungszentrum Jülich, Jülich 52425, Germany
| | - Dirk Mayer
- Institute of Complex Systems Bioelectronics (ICS-8), Forschungszentrum Jülich, Jülich 52425, Germany
| | - Andreas Offenhäusser
- Institute of Complex Systems Bioelectronics (ICS-8), Forschungszentrum Jülich, Jülich 52425, Germany
| | - Hans-Joachim Krause
- Institute of Complex Systems Bioelectronics (ICS-8), Forschungszentrum Jülich, Jülich 52425, Germany
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78
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Affiliation(s)
- Eduardo Fernández
- Bioengineering Institute; Miguel Hernández University of Elche and CIBER BBN; Elche 03202 Spain
| | - Pablo Botella
- Instituto de Tecnología Química; Universitat Politècnica de València-Consejo Superior de Investigaciones Científicas; Valencia 46022 Spain
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79
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Martín C, Merino S, González-Domínguez JM, Rauti R, Ballerini L, Prato M, Vázquez E. Graphene Improves the Biocompatibility of Polyacrylamide Hydrogels: 3D Polymeric Scaffolds for Neuronal Growth. Sci Rep 2017; 7:10942. [PMID: 28887551 PMCID: PMC5591295 DOI: 10.1038/s41598-017-11359-x] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2017] [Accepted: 08/21/2017] [Indexed: 12/31/2022] Open
Abstract
In tissue engineering strategies, the design of scaffolds based on nanostructures is a subject undergoing intense research: nanomaterials may affect the scaffolds properties, including their ability to interact with cells favouring cell growth and improving tissue performance. Hydrogels are synthetic materials widely used to obtain realistic tissue constructs, as they resemble living tissues. Here, different hydrogels with varying content of graphene, are synthesised by in situ radical polymerization of acrylamide in aqueous graphene dispersions. Hydrogels are characterised focusing on the contribution of the nanomaterial to the polymer network. Our results suggest that graphene is not a mere embedded nanomaterial within the hydrogels, rather it represents an intrinsic component of these networks, with a specific role in the emergence of these structures. Moreover, a hybrid hydrogel with a graphene concentration of only 0.2 mg mL-1 is used to support the growth of cultured brain cells and the development of synaptic activity, in view of exploiting these novel materials to engineer the neural interface of brain devices of the future. The main conclusion of this work is that graphene plays an important role in improving the biocompatibility of polyacrylamide hydrogels, allowing neuronal adhesion.
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Affiliation(s)
- Cristina Martín
- Organic Chemistry area, Faculty of Chemical Science and Technology-IRICA, University of Castilla-La Mancha, Avda. Camilo José Cela 10, 13071, Ciudad Real, Spain
- Department of Chemical and Pharmaceutical Sciences, University of Trieste, Piazzale Europa 1, 34127, Trieste, Italy
| | - Sonia Merino
- Organic Chemistry area, Faculty of Chemical Science and Technology-IRICA, University of Castilla-La Mancha, Avda. Camilo José Cela 10, 13071, Ciudad Real, Spain
| | - Jose M González-Domínguez
- Organic Chemistry area, Faculty of Chemical Science and Technology-IRICA, University of Castilla-La Mancha, Avda. Camilo José Cela 10, 13071, Ciudad Real, Spain
| | - Rossana Rauti
- International School for Advanced Studies (SISSA), via Bonomea 265, 34136, Trieste, Italy
| | - Laura Ballerini
- International School for Advanced Studies (SISSA), via Bonomea 265, 34136, Trieste, Italy.
| | - Maurizio Prato
- Department of Chemical and Pharmaceutical Sciences, University of Trieste, Piazzale Europa 1, 34127, Trieste, Italy.
- Carbon Nanobiotechnology Laboratory, CIC biomaGUNE, Paseo de Miramón 182, 20009, Donostia-San Sebastián, Spain.
- Ikerbasque, Basque Foundation for Science, E-48011, Bilbao, Spain.
| | - Ester Vázquez
- Organic Chemistry area, Faculty of Chemical Science and Technology-IRICA, University of Castilla-La Mancha, Avda. Camilo José Cela 10, 13071, Ciudad Real, Spain.
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80
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Rodriguez-Losada N, Aguirre JA. The impact of graphene on neural regenerative medicine. Neural Regen Res 2017; 12:1071-1072. [PMID: 28852385 PMCID: PMC5558482 DOI: 10.4103/1673-5374.211181] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Affiliation(s)
- Noela Rodriguez-Losada
- Department of Human Physiology, Faculty of Medicine, University of Malaga and Biomedicine Biomedical Research Institute of Malaga (IBIMA), Campus de Teatinos, Malaga, Spain
| | - Jose A Aguirre
- Department of Human Physiology, Faculty of Medicine, University of Malaga and Biomedicine Biomedical Research Institute of Malaga (IBIMA), Campus de Teatinos, Malaga, Spain
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81
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Veliev F, Han Z, Kalita D, Briançon-Marjollet A, Bouchiat V, Delacour C. Recording Spikes Activity in Cultured Hippocampal Neurons Using Flexible or Transparent Graphene Transistors. Front Neurosci 2017; 11:466. [PMID: 28894412 PMCID: PMC5581354 DOI: 10.3389/fnins.2017.00466] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2017] [Accepted: 08/07/2017] [Indexed: 12/21/2022] Open
Abstract
The emergence of nanoelectronics applied to neural interfaces has started few decades ago, and aims to provide new tools for replacing or restoring disabled functions of the nervous systems as well as further understanding the evolution of such complex organization. As the same time, graphene and other 2D materials have offered new possibilities for integrating micro and nano-devices on flexible, transparent, and biocompatible substrates, promising for bio and neuro-electronics. In addition to many bio-suitable features of graphene interface, such as, chemical inertness and anti-corrosive properties, its optical transparency enables multimodal approach of neuronal based systems, the electrical layer being compatible with additional microfluidics and optical manipulation ports. The convergence of these fields will provide a next generation of neural interfaces for the reliable detection of single spike and record with high fidelity activity patterns of neural networks. Here, we report on the fabrication of graphene field effect transistors (G-FETs) on various substrates (silicon, sapphire, glass coverslips, and polyimide deposited onto Si/SiO2 substrates), exhibiting high sensitivity (4 mS/V, close to the Dirac point at VLG < VD) and low noise level (10-22 A2/Hz, at VLG = 0 V). We demonstrate the in vitro detection of the spontaneous activity of hippocampal neurons in-situ-grown on top of the graphene sensors during several weeks in a millimeter size PDMS fluidics chamber (8 mm wide). These results provide an advance toward the realization of biocompatible devices for reliable and high spatio-temporal sensing of neuronal activity for both in vitro and in vivo applications.
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Affiliation(s)
- Farida Veliev
- Institut Néel, Centre National de la Recherche Scientifique and Université Grenoble AlpesGrenoble, France
| | - Zheng Han
- Institut Néel, Centre National de la Recherche Scientifique and Université Grenoble AlpesGrenoble, France
| | - Dipankar Kalita
- Institut Néel, Centre National de la Recherche Scientifique and Université Grenoble AlpesGrenoble, France
| | - Anne Briançon-Marjollet
- Grenoble Alpes, HP2 Laboratory, Institut National de la Santé et de la Recherche Médicale U1042Grenoble, France
| | - Vincent Bouchiat
- Institut Néel, Centre National de la Recherche Scientifique and Université Grenoble AlpesGrenoble, France
| | - Cécile Delacour
- Institut Néel, Centre National de la Recherche Scientifique and Université Grenoble AlpesGrenoble, France
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82
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Kireev D, Seyock S, Lewen J, Maybeck V, Wolfrum B, Offenhäusser A. Graphene Multielectrode Arrays as a Versatile Tool for Extracellular Measurements. Adv Healthc Mater 2017; 6. [PMID: 28371490 DOI: 10.1002/adhm.201601433] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 02/05/2017] [Indexed: 11/12/2022]
Abstract
Graphene multielectrode arrays (GMEAs) presented in this work are used for cardio and neuronal extracellular recordings. The advantages of the graphene as a part of the multielectrode arrays are numerous: from a general flexibility and biocompatibility to the unique electronic properties of graphene. The devices used for extensive in vitro studies of a cardiac-like cell line and cortical neuronal networks show excellent ability to extracellularly detect action potentials with signal to noise ratios in the range of 45 ± 22 for HL-1 cells and 48 ± 26 for spontaneous bursting/spiking neuronal activity. Complex neuronal bursting activity patterns as well as a variety of characteristic shapes of HL-1 action potentials are recorded with the GMEAs. This paper illustrates that the potential applications of the GMEAs in biological and medical research are still numerous and diverse.
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Affiliation(s)
- Dmitry Kireev
- Institute of Bioelectronics (PGI‐8/ICS‐8)Forschungszentrum Jülich 52425 Jülich Germany
| | - Silke Seyock
- Institute of Bioelectronics (PGI‐8/ICS‐8)Forschungszentrum Jülich 52425 Jülich Germany
| | - Johannes Lewen
- Institute of Bioelectronics (PGI‐8/ICS‐8)Forschungszentrum Jülich 52425 Jülich Germany
| | - Vanessa Maybeck
- Institute of Bioelectronics (PGI‐8/ICS‐8)Forschungszentrum Jülich 52425 Jülich Germany
| | - Bernhard Wolfrum
- NeuroelectronicsMunich Schnool of BioengineeringDepartment of Electrical and Computer EngineeringTechnical University of Munich (TUM) & BCCN Munich Boltzmannstr. 11 85748 Garching Germany
| | - Andreas Offenhäusser
- Institute of Bioelectronics (PGI‐8/ICS‐8)Forschungszentrum Jülich 52425 Jülich Germany
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83
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Sikkema WKA, Metzger AB, Wang T, Tour JM. Physical and electrical characterization of TexasPEG: An electrically conductive neuronal scaffold. Surg Neurol Int 2017; 8:84. [PMID: 28607818 PMCID: PMC5461561 DOI: 10.4103/sni.sni_361_16] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 02/16/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Graphene and its derivatives have been shown to be biocompatible and electrically active materials upon which neurons readily grow. The fusogen poly(ethylene glycol) (PEG) has been shown to improve outcomes after cervical and dorsal spinal cord transection. The long and narrow PEGylated graphene nanoribbon stacks (PEG-GNRs) with their 5 μm × 200 nm × 10 nm dimensions can provide a scaffold upon which neurons can grow and fuse. We disclose here the extensive characterization data for the PEG-GNRs. METHODS PEG-GNRs were chemically synthesized and chemically and electrically characterized. RESULTS The average aspect ratio of the PEG-GNRs was determined to be ~85, which corresponds to a critical percolation value (the point where insulating material becomes conductive by addition of conductive particles) of 1%. However, there was not a sharp increase in AC conductivity at frequencies relevant to action potentials. CONCLUSION A robust characterization of PEG-GNRs is discussed, though the precise origin of efficacy in improving outcomes following spinal cord transection is not known.
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Affiliation(s)
| | | | - Tuo Wang
- Department of Chemistry, Rice University, Houston, Texas, USA
| | - James M. Tour
- Department of Chemistry, Rice University, Houston, Texas, USA
- The NanoCarbon Center, Rice University, Houston, Texas, USA
- Department of Material Science and Nanoengineering, Rice University, Houston, Texas, USA
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84
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Zhu W, Ye T, Lee SJ, Cui H, Miao S, Zhou X, Shuai D, Zhang LG. Enhanced neural stem cell functions in conductive annealed carbon nanofibrous scaffolds with electrical stimulation. NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE 2017; 14:2485-2494. [PMID: 28552650 DOI: 10.1016/j.nano.2017.03.018] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Revised: 01/19/2017] [Accepted: 03/06/2017] [Indexed: 01/19/2023]
Abstract
Carbon-based nanomaterials have shown great promise in regenerative medicine because of their unique electrical, mechanical, and biological properties; however, it is still difficult to engineer 2D pure carbon nanomaterials into a 3D scaffold while maintaining its structural integrity. In the present study, we developed novel carbon nanofibrous scaffolds by annealing electrospun mats at elevated temperature. The resultant scaffold showed a cohesive structure and excellent mechanical flexibility. The graphitic structure generated by annealing renders superior electrical conductivity to the carbon nanofibrous scaffold. By integrating the conductive scaffold with biphasic electrical stimulation, neural stem cell proliferation was promoted associating with upregulated neuronal gene expression level and increased microtubule-associated protein 2 immunofluorescence, demonstrating an improved neuronal differentiation and maturation. The findings suggest that the integration of the conducting carbon nanofibrous scaffold and electrical stimulation may pave a new avenue for neural tissue regeneration.
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Affiliation(s)
- Wei Zhu
- Department of Mechanical and Aerospace Engineering, The George Washington University, Washington, DC, USA
| | - Tao Ye
- Department of Civil and Environmental Engineering, The George Washington University, Washington, DC, United States
| | - Se-Jun Lee
- Department of Mechanical and Aerospace Engineering, The George Washington University, Washington, DC, USA
| | - Haitao Cui
- Department of Mechanical and Aerospace Engineering, The George Washington University, Washington, DC, USA
| | - Shida Miao
- Department of Mechanical and Aerospace Engineering, The George Washington University, Washington, DC, USA
| | - Xuan Zhou
- Department of Mechanical and Aerospace Engineering, The George Washington University, Washington, DC, USA
| | - Danmeng Shuai
- Department of Civil and Environmental Engineering, The George Washington University, Washington, DC, United States
| | - Lijie Grace Zhang
- Department of Mechanical and Aerospace Engineering, The George Washington University, Washington, DC, USA; Department of Biomedical Engineering, The George Washington University, Washington, DC, USA; Department of Medicine, The George Washington University, Washington, DC, USA.
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85
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Rodriguez-Losada N, Romero P, Estivill-Torrús G, Guzmán de Villoria R, Aguirre JA. Cell survival and differentiation with nanocrystalline glass-like carbon using substantia nigra dopaminergic cells derived from transgenic mouse embryos. PLoS One 2017; 12:e0173978. [PMID: 28334019 PMCID: PMC5363826 DOI: 10.1371/journal.pone.0173978] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Accepted: 03/01/2017] [Indexed: 11/23/2022] Open
Abstract
Regenerative medicine requires, in many cases, physical supports to facilitate appropriate cellular architecture, cell polarization and the improvement of the correct differentiation processes of embryonic stem cells, induced pluripotent cells or adult cells. Because the interest in carbon nanomaterials has grown within the last decade in light of a wide variety of applications, the aim of this study was to test and evaluate the suitability and cytocompatibility of a particular nanometer-thin nanocrystalline glass-like carbon film (NGLC) composed of curved graphene flakes joined by an amorphous carbon matrix. This material is a disordered structure with high transparency and electrical conductivity. For this purpose, we used a cell line (SN4741) from substantia nigra dopaminergic cells derived from transgenic mouse embryos. Cells were cultured either in a powder of increasing concentrations of NGLC microflakes (82±37μm) in the medium or on top of nanometer-thin films bathed in the same culture medium. The metabolism activity of SN4741 cells in presence of NGLC was assessed using methylthiazolyldiphenyl-tetrazolium (MTT) and apoptosis/necrosis flow cytometry assay respectively. Growth and proliferation as well as senescence were demonstrated by western blot (WB) of proliferating cell nuclear antigen (PCNA), monoclonal phosphorylate Histone 3 (serine 10) (PH3) and SMP30 marker. Specific dopaminergic differentiation was confirmed by the WB analysis of tyrosine hydroxylase (TH). Cell maturation and neural capability were characterized using specific markers (SYP: synaptophysin and GIRK2: G-protein-regulated inward-rectifier potassium channel 2 protein) via immunofluorescence and coexistence measurements. The results demonstrated cell positive biocompatibility with different concentrations of NGLC. The cells underwent a process of adaptation of SN4741 cells to NGLC where their metabolism decreases. This process is related to a decrease of PH3 expression and significant increase SMP30 related to senescence processes. After 7 days, the cells increased the expression of TH and PCNA that is related to processes of DNA replication. On the other hand, cells cultured on top of the film showed axonal-like alignment, edge orientation, and network-like images after 7 days. Neuronal capability was demonstrated to a certain extent through the analysis of significant coexistence between SYP and GIRK2. Furthermore, we found a direct relationship between the thickness of the films and cell maturation. Although these findings share certain similarities to our previous findings with graphene oxide and its derivatives, this particular nanomaterial possesses the advantages of high conductivity and transparency. In conclusion, NGLC could represent a new platform for biomedical applications, such as for use in neural tissue engineering and biocompatible devices.
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Affiliation(s)
- Noela Rodriguez-Losada
- Department of Human Physiology, Faculty of Medicine, University of Malaga and Biomedicine Biomedical Research Institute of Malaga (IBIMA), Campus de Teatinos, Boulevard Louis Pasteur, Malaga, Spain
| | - Pablo Romero
- IMDEA Material Institute, C/Eric Kandel 2, Getafe, Madrid, Spain
| | - Guillermo Estivill-Torrús
- Unidad de Clínica de Neurociencia, Biomedical Research Institute of Malaga (IBIMA), Regional University Hospital Malaga, Av. de Carlos Haya, s/n, Málaga, Spain
| | - Roberto Guzmán de Villoria
- IMDEA Material Institute, C/Eric Kandel 2, Getafe, Madrid, Spain
- FIDAMC. Foundation for the Research, Development and Application of Composite Materials Avda. Rita Levi-Montalcini 29, Getafe, Madrid, Spain
| | - Jose A. Aguirre
- Department of Human Physiology, Faculty of Medicine, University of Malaga and Biomedicine Biomedical Research Institute of Malaga (IBIMA), Campus de Teatinos, Boulevard Louis Pasteur, Malaga, Spain
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86
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Fu W, Jiang L, van Geest EP, Lima LMC, Schneider GF. Sensing at the Surface of Graphene Field-Effect Transistors. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2017; 29:1603610. [PMID: 27896865 DOI: 10.1002/adma.201603610] [Citation(s) in RCA: 145] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Revised: 08/18/2016] [Indexed: 05/21/2023]
Abstract
Recent research trends now offer new opportunities for developing the next generations of label-free biochemical sensors using graphene and other two-dimensional materials. While the physics of graphene transistors operated in electrolyte is well grounded, important chemical challenges still remain to be addressed, namely the impact of the chemical functionalizations of graphene on the key electrical parameters and the sensing performances. In fact, graphene - at least ideal graphene - is highly chemically inert. The functionalizations and chemical alterations of the graphene surface - both covalently and non-covalently - are crucial steps that define the sensitivity of graphene. The presence, reactivity, adsorption of gas and ions, proteins, DNA, cells and tissues on graphene have been successfully monitored with graphene. This review aims to unify most of the work done so far on biochemical sensing at the surface of a (chemically functionalized) graphene field-effect transistor and the challenges that lie ahead. The authors are convinced that graphene biochemical sensors hold great promise to meet the ever-increasing demand for sensitivity, especially looking at the recent progresses suggesting that the obstacle of Debye screening can be overcome.
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Affiliation(s)
- Wangyang Fu
- Leiden University, Faculty of Science, Leiden Institute of Chemistry, Einsteinweg 55, 2333CC, Leiden, The Netherlands
| | - Lin Jiang
- Leiden University, Faculty of Science, Leiden Institute of Chemistry, Einsteinweg 55, 2333CC, Leiden, The Netherlands
| | - Erik P van Geest
- Leiden University, Faculty of Science, Leiden Institute of Chemistry, Einsteinweg 55, 2333CC, Leiden, The Netherlands
| | - Lia M C Lima
- Leiden University, Faculty of Science, Leiden Institute of Chemistry, Einsteinweg 55, 2333CC, Leiden, The Netherlands
| | - Grégory F Schneider
- Leiden University, Faculty of Science, Leiden Institute of Chemistry, Einsteinweg 55, 2333CC, Leiden, The Netherlands
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87
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Cheng C, Li S, Thomas A, Kotov NA, Haag R. Functional Graphene Nanomaterials Based Architectures: Biointeractions, Fabrications, and Emerging Biological Applications. Chem Rev 2017; 117:1826-1914. [PMID: 28075573 DOI: 10.1021/acs.chemrev.6b00520] [Citation(s) in RCA: 257] [Impact Index Per Article: 36.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Functional graphene nanomaterials (FGNs) are fast emerging materials with extremely unique physical and chemical properties and physiological ability to interfere and/or interact with bioorganisms; as a result, FGNs present manifold possibilities for diverse biological applications. Beyond their use in drug/gene delivery, phototherapy, and bioimaging, recent studies have revealed that FGNs can significantly promote interfacial biointeractions, in particular, with proteins, mammalian cells/stem cells, and microbials. FGNs can adsorb and concentrate nutrition factors including proteins from physiological media. This accelerates the formation of extracellular matrix, which eventually promotes cell colonization by providing a more beneficial microenvironment for cell adhesion and growth. Furthermore, FGNs can also interact with cocultured cells by physical or chemical stimulation, which significantly mediate their cellular signaling and biological performance. In this review, we elucidate FGNs-bioorganism interactions and summarize recent advancements on designing FGN-based two-dimensional and three-dimensional architectures as multifunctional biological platforms. We have also discussed the representative biological applications regarding these FGN-based bioactive architectures. Furthermore, the future perspectives and emerging challenges will also be highlighted. Due to the lack of comprehensive reviews in this emerging field, this review may catch great interest and inspire many new opportunities across a broad range of disciplines.
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Affiliation(s)
- Chong Cheng
- Institute of Chemistry and Biochemistry, Freie Universität Berlin , Takustrasse 3, 14195 Berlin, Germany
| | - Shuang Li
- Department of Chemistry, Functional Materials, Technische Universität Berlin , Hardenbergstraße 40, 10623 Berlin, Germany
| | - Arne Thomas
- Department of Chemistry, Functional Materials, Technische Universität Berlin , Hardenbergstraße 40, 10623 Berlin, Germany
| | - Nicholas A Kotov
- Department of Chemical Engineering, University of Michigan , Ann Arbor, Michigan 48109, United States
| | - Rainer Haag
- Institute of Chemistry and Biochemistry, Freie Universität Berlin , Takustrasse 3, 14195 Berlin, Germany
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88
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León V, Castañeda G, Herrero MA, Vázquez E. Gold nanoparticles as analytical tools for the quantification of small quantities of triazine derivatives anchored on graphene in water dispersions. RSC Adv 2017. [DOI: 10.1039/c7ra02358h] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
A fast, simple and sensitive method develops to detect ppm levels of melamine anchored on graphene in aqueous graphene dispersions.
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Affiliation(s)
- Verónica León
- Departamento de Química Orgánica
- Inorgánica y Bioquímica
- Facultad de Ciencias y Tecnologías Químicas-IRICA
- Universidad de Castilla–La Mancha
- 13071 Ciudad Real
| | - Gregorio Castañeda
- Departamento de Química Analítica y Tecnología de Alimentos
- Facultad de Ciencias y Tecnologías Químicas-IRICA
- Universidad de Castilla–La Mancha
- 13071 Ciudad Real
- Spain
| | - María Antonia Herrero
- Departamento de Química Orgánica
- Inorgánica y Bioquímica
- Facultad de Ciencias y Tecnologías Químicas-IRICA
- Universidad de Castilla–La Mancha
- 13071 Ciudad Real
| | - Ester Vázquez
- Departamento de Química Orgánica
- Inorgánica y Bioquímica
- Facultad de Ciencias y Tecnologías Químicas-IRICA
- Universidad de Castilla–La Mancha
- 13071 Ciudad Real
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89
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Sergi PN, Cavalcanti-Adam EA. Biomaterials and computation: a strategic alliance to investigate emergent responses of neural cells. Biomater Sci 2017; 5:648-657. [DOI: 10.1039/c6bm00871b] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Synergistic use of biomaterials and computation allows to identify and unravel neural cell responses.
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Affiliation(s)
- Pier Nicola Sergi
- The Biorobotics Institute
- Sant’ Anna Scuola Universitaria Superiore
- Pontedera
- 56025 Italy
| | - Elisabetta Ada Cavalcanti-Adam
- Max Planck Institute for Medical Research
- Dept Cellular Biophysics and Heidelberg University
- Dept Biophysical Chemistry
- Heidelberg
- Germany
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90
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Versatile Flexible Graphene Multielectrode Arrays. BIOSENSORS-BASEL 2016; 7:bios7010001. [PMID: 28025564 PMCID: PMC5371774 DOI: 10.3390/bios7010001] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2016] [Revised: 11/25/2016] [Accepted: 12/14/2016] [Indexed: 01/13/2023]
Abstract
Graphene is a promising material possessing features relevant to bioelectronics applications. Graphene microelectrodes (GMEAs), which are fabricated in a dense array on a flexible polyimide substrate, were investigated in this work for their performance via electrical impedance spectroscopy. Biocompatibility and suitability of the GMEAs for extracellular recordings were tested by measuring electrical activities from acute heart tissue and cardiac muscle cells. The recordings show encouraging signal-to-noise ratios of 65 ± 15 for heart tissue recordings and 20 ± 10 for HL-1 cells. Considering the low noise and excellent robustness of the devices, the sensor arrays are suitable for diverse and biologically relevant applications.
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91
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Defteralı Ç, Verdejo R, Majeed S, Boschetti-de-Fierro A, Méndez-Gómez HR, Díaz-Guerra E, Fierro D, Buhr K, Abetz C, Martínez-Murillo R, Vuluga D, Alexandre M, Thomassin JM, Detrembleur C, Jérôme C, Abetz V, López-Manchado MÁ, Vicario-Abejón C. In Vitro Evaluation of Biocompatibility of Uncoated Thermally Reduced Graphene and Carbon Nanotube-Loaded PVDF Membranes with Adult Neural Stem Cell-Derived Neurons and Glia. Front Bioeng Biotechnol 2016; 4:94. [PMID: 27999773 PMCID: PMC5138223 DOI: 10.3389/fbioe.2016.00094] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 11/18/2016] [Indexed: 01/03/2023] Open
Abstract
Graphene, graphene-based nanomaterials (GBNs), and carbon nanotubes (CNTs) are being investigated as potential substrates for the growth of neural cells. However, in most in vitro studies, the cells were seeded on these materials coated with various proteins implying that the observed effects on the cells could not solely be attributed to the GBN and CNT properties. Here, we studied the biocompatibility of uncoated thermally reduced graphene (TRG) and poly(vinylidene fluoride) (PVDF) membranes loaded with multi-walled CNTs (MWCNTs) using neural stem cells isolated from the adult mouse olfactory bulb (termed aOBSCs). When aOBSCs were induced to differentiate on coverslips treated with TRG or control materials (polyethyleneimine-PEI and polyornithine plus fibronectin-PLO/F) in a serum-free medium, neurons, astrocytes, and oligodendrocytes were generated in all conditions, indicating that TRG permits the multi-lineage differentiation of aOBSCs. However, the total number of cells was reduced on both PEI and TRG. In a serum-containing medium, aOBSC-derived neurons and oligodendrocytes grown on TRG were more numerous than in controls; the neurons developed synaptic boutons and oligodendrocytes were more branched. In contrast, neurons growing on PVDF membranes had reduced neurite branching, and on MWCNTs-loaded membranes oligodendrocytes were lower in numbers than in controls. Overall, these findings indicate that uncoated TRG may be biocompatible with the generation, differentiation, and maturation of aOBSC-derived neurons and glial cells, implying a potential use for TRG to study functional neuronal networks.
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Affiliation(s)
- Çağla Defteralı
- Instituto Cajal, Consejo Superior de Investigaciones Científicas (IC-CSIC), Madrid, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED-ISCIII), Madrid, Spain
| | - Raquel Verdejo
- Instituto de Ciencia y Tecnología de Polímeros (ICTP-CSIC), Madrid, Spain
| | - Shahid Majeed
- Helmholtz-Zentrum Geesthacht (HZG), Zentrum für Material- und Küstenforschung GmbH, Institut für Polymerforschung, Geesthacht, Germany
| | - Adriana Boschetti-de-Fierro
- Helmholtz-Zentrum Geesthacht (HZG), Zentrum für Material- und Küstenforschung GmbH, Institut für Polymerforschung, Geesthacht, Germany
| | - Héctor R. Méndez-Gómez
- Instituto Cajal, Consejo Superior de Investigaciones Científicas (IC-CSIC), Madrid, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED-ISCIII), Madrid, Spain
| | - Eva Díaz-Guerra
- Instituto Cajal, Consejo Superior de Investigaciones Científicas (IC-CSIC), Madrid, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED-ISCIII), Madrid, Spain
| | - Daniel Fierro
- Helmholtz-Zentrum Geesthacht (HZG), Zentrum für Material- und Küstenforschung GmbH, Institut für Polymerforschung, Geesthacht, Germany
| | - Kristian Buhr
- Helmholtz-Zentrum Geesthacht (HZG), Zentrum für Material- und Küstenforschung GmbH, Institut für Polymerforschung, Geesthacht, Germany
| | - Clarissa Abetz
- Helmholtz-Zentrum Geesthacht (HZG), Zentrum für Material- und Küstenforschung GmbH, Institut für Polymerforschung, Geesthacht, Germany
| | | | - Daniela Vuluga
- Department of Chemistry, Center for Education and Research on Macromolecules (CERM), University of Liège, Liège, Belgium
| | - Michaël Alexandre
- Department of Chemistry, Center for Education and Research on Macromolecules (CERM), University of Liège, Liège, Belgium
| | - Jean-Michel Thomassin
- Department of Chemistry, Center for Education and Research on Macromolecules (CERM), University of Liège, Liège, Belgium
| | - Christophe Detrembleur
- Department of Chemistry, Center for Education and Research on Macromolecules (CERM), University of Liège, Liège, Belgium
| | - Christine Jérôme
- Department of Chemistry, Center for Education and Research on Macromolecules (CERM), University of Liège, Liège, Belgium
| | - Volker Abetz
- Helmholtz-Zentrum Geesthacht (HZG), Zentrum für Material- und Küstenforschung GmbH, Institut für Polymerforschung, Geesthacht, Germany
| | | | - Carlos Vicario-Abejón
- Instituto Cajal, Consejo Superior de Investigaciones Científicas (IC-CSIC), Madrid, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED-ISCIII), Madrid, Spain
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92
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Maren AJ. The Cluster Variation Method: A Primer for Neuroscientists. Brain Sci 2016; 6:E44. [PMID: 27706022 PMCID: PMC5187558 DOI: 10.3390/brainsci6040044] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Revised: 09/14/2016] [Accepted: 09/15/2016] [Indexed: 11/24/2022] Open
Abstract
Effective Brain-Computer Interfaces (BCIs) require that the time-varying activation patterns of 2-D neural ensembles be modelled. The cluster variation method (CVM) offers a means for the characterization of 2-D local pattern distributions. This paper provides neuroscientists and BCI researchers with a CVM tutorial that will help them to understand how the CVM statistical thermodynamics formulation can model 2-D pattern distributions expressing structural and functional dynamics in the brain. The premise is that local-in-time free energy minimization works alongside neural connectivity adaptation, supporting the development and stabilization of consistent stimulus-specific responsive activation patterns. The equilibrium distribution of local patterns, or configuration variables, is defined in terms of a single interaction enthalpy parameter (h) for the case of an equiprobable distribution of bistate (neural/neural ensemble) units. Thus, either one enthalpy parameter (or two, for the case of non-equiprobable distribution) yields equilibrium configuration variable values. Modeling 2-D neural activation distribution patterns with the representational layer of a computational engine, we can thus correlate variational free energy minimization with specific configuration variable distributions. The CVM triplet configuration variables also map well to the notion of a M = 3 functional motif. This paper addresses the special case of an equiprobable unit distribution, for which an analytic solution can be found.
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Affiliation(s)
- Alianna J Maren
- Northwestern University School of Professional Studies, Master of Science in Predictive Analytics Program, 405 Church St, Evanston, IL 60201, USA.
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93
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León V, González-Domínguez JM, Fierro JLG, Prato M, Vázquez E. Production and stability of mechanochemically exfoliated graphene in water and culture media. NANOSCALE 2016; 8:14548-55. [PMID: 27411953 DOI: 10.1039/c6nr03246j] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
The preparation of graphene suspensions in water, without detergents or any other additives is achieved using freeze-dried graphene powders, produced by mechanochemical exfoliation of graphite. These powders of graphene can be safely stored or shipped, and promptly dissolved in aqueous media. The suspensions are relatively stable in terms of time, with a maximum loss of ∼25% of the initial concentration at 2 h. This work provides an easy and general access to aqueous graphene suspensions of chemically non-modified graphene samples, an otherwise (almost) impossible task to achieve by other means. A detailed study of the stability of the relative dispersions is also reported.
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Affiliation(s)
- V León
- Organic Chemistry area, Faculty of Chemical Science and Technology - IRICA, University of Castilla-La Mancha, Avda. Camilo José Cela 10, 13071,, Ciudad Real, Spain.
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94
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Bonaccorso F, Bartolotta A, Coleman JN, Backes C. 2D-Crystal-Based Functional Inks. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2016; 28:6136-66. [PMID: 27273554 DOI: 10.1002/adma.201506410] [Citation(s) in RCA: 171] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/25/2015] [Revised: 03/09/2016] [Indexed: 05/19/2023]
Abstract
The possibility to produce and process graphene, related 2D crystals, and heterostructures in the liquid phase makes them promising materials for an ever-growing class of applications as composite materials, sensors, in flexible optoelectronics, and energy storage and conversion. In particular, the ability to formulate functional inks with on-demand rheological and morphological properties, i.e., lateral size and thickness of the dispersed 2D crystals, is a step forward toward the development of industrial-scale, reliable, inexpensive printing/coating processes, a boost for the full exploitation of such nanomaterials. Here, the exfoliation strategies of graphite and other layered crystals are reviewed, along with the advances in the sorting of lateral size and thickness of the exfoliated sheets together with the formulation of functional inks and the current development of printing/coating processes of interest for the realization of 2D-crystal-based devices.
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Affiliation(s)
- Francesco Bonaccorso
- Istituto Italiano di Tecnologia, Graphene Labs, Via Morego 30, Genova, 16163, Italy
| | - Antonino Bartolotta
- CNR-IPCF, Istituto per i Processi Chimico-Fisici, Via F. Stagno D'Alcontres 37, Messina, 98158, Italy
| | - Jonathan N Coleman
- School of Physics and CRANN, Trinity College Dublin, Pearse St, Dublin 2, Ireland
| | - Claudia Backes
- Applied Physical Chemistry, University of Heidelberg, Im Neuenheimer Feld 253, Heidelberg, 69120, Germany
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95
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Bramini M, Sacchetti S, Armirotti A, Rocchi A, Vázquez E, León Castellanos V, Bandiera T, Cesca F, Benfenati F. Graphene Oxide Nanosheets Disrupt Lipid Composition, Ca(2+) Homeostasis, and Synaptic Transmission in Primary Cortical Neurons. ACS NANO 2016; 10:7154-71. [PMID: 27359048 DOI: 10.1021/acsnano.6b03438] [Citation(s) in RCA: 100] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Graphene has the potential to make a very significant impact on society, with important applications in the biomedical field. The possibility to engineer graphene-based medical devices at the neuronal interface is of particular interest, making it imperative to determine the biocompatibility of graphene materials with neuronal cells. Here we conducted a comprehensive analysis of the effects of chronic and acute exposure of rat primary cortical neurons to few-layer pristine graphene (GR) and monolayer graphene oxide (GO) flakes. By combining a range of cell biology, microscopy, electrophysiology, and "omics" approaches we characterized the graphene-neuron interaction from the first steps of membrane contact and internalization to the long-term effects on cell viability, synaptic transmission, and cell metabolism. GR/GO flakes are found in contact with the neuronal membrane, free in the cytoplasm, and internalized through the endolysosomal pathway, with no significant impact on neuron viability. However, GO exposure selectively caused the inhibition of excitatory transmission, paralleled by a reduction in the number of excitatory synaptic contacts, and a concomitant enhancement of the inhibitory activity. This was accompanied by induction of autophagy, altered Ca(2+) dynamics, and a downregulation of some of the main players in the regulation of Ca(2+) homeostasis in both excitatory and inhibitory neurons. Our results show that, although graphene exposure does not impact neuron viability, it does nevertheless have important effects on neuronal transmission and network functionality, thus warranting caution when planning to employ this material for neurobiological applications.
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Affiliation(s)
| | | | | | | | - Ester Vázquez
- Departamento de Química Orgánica, Universidad de Castilla La-Mancha , 13071 Ciudad Real, Spain
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96
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Xu D, Fan L, Gao L, Xiong Y, Wang Y, Ye Q, Yu A, Dai H, Yin Y, Cai J, Zhang L. Micro-Nanostructured Polyaniline Assembled in Cellulose Matrix via Interfacial Polymerization for Applications in Nerve Regeneration. ACS APPLIED MATERIALS & INTERFACES 2016; 8:17090-7. [PMID: 27314673 DOI: 10.1021/acsami.6b03555] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Conducting polymers have emerged as frontrunners to be alternatives for nerve regeneration, showing a possibility of the application of polyaniline (PANI) as the nerve guidance conduit. In the present work, the cellulose hydrogel was used as template to in situ synthesize PANI via the limited interfacial polymerization method, leading to one conductive side in the polymer. PANI sub-micrometer dendritic particles with mean diameter of ∼300 nm consisting of the PANI nanofibers and nanoparticles were uniformly assembled into the cellulose matrix. The hydrophobic PANI nanoparticles were immobilized in the hydrophilic cellulose via the phytic acid as "bridge" at presence of water through hydrogen bonding interaction. The PANI/cellulose composite hydrogels exhibited good mechanical properties and biocompatibility as well as excellent guiding capacity for the sciatic nerve regeneration of adult Sprague-Dawley rats without any extra treatment. On the basis of the fact that the pure cellulose hydrogel was an inert material for the neural repair, PANI played an indispensable role on the peripheral nerve regeneration. The hierarchical micro-nanostructure and electrical conductivity of PANI could remarkably induce the adhesion and guiding extension of neurons, showing its great potential in biomedical materials.
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Affiliation(s)
| | | | | | | | | | | | | | - Honglian Dai
- Department of Pharmaceutical Engineering, Wuhan University of Technology , Wuhan 430070, P. R. China
| | - Yixia Yin
- Department of Pharmaceutical Engineering, Wuhan University of Technology , Wuhan 430070, P. R. China
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97
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Ulloa Severino FP, Ban J, Song Q, Tang M, Bianconi G, Cheng G, Torre V. The role of dimensionality in neuronal network dynamics. Sci Rep 2016; 6:29640. [PMID: 27404281 PMCID: PMC4939604 DOI: 10.1038/srep29640] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 06/15/2016] [Indexed: 12/26/2022] Open
Abstract
Recent results from network theory show that complexity affects several dynamical properties of networks that favor synchronization. Here we show that synchronization in 2D and 3D neuronal networks is significantly different. Using dissociated hippocampal neurons we compared properties of cultures grown on a flat 2D substrates with those formed on 3D graphene foam scaffolds. Both 2D and 3D cultures had comparable glia to neuron ratio and the percentage of GABAergic inhibitory neurons. 3D cultures because of their dimension have many connections among distant neurons leading to small-world networks and their characteristic dynamics. After one week, calcium imaging revealed moderately synchronous activity in 2D networks, but the degree of synchrony of 3D networks was higher and had two regimes: a highly synchronized (HS) and a moderately synchronized (MS) regime. The HS regime was never observed in 2D networks. During the MS regime, neuronal assemblies in synchrony changed with time as observed in mammalian brains. After two weeks, the degree of synchrony in 3D networks decreased, as observed in vivo. These results show that dimensionality determines properties of neuronal networks and that several features of brain dynamics are a consequence of its 3D topology.
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Affiliation(s)
| | - Jelena Ban
- Neurobiology Sector, International School for Advanced Studies (SISSA), via Bonomea, 265, 34136 Trieste, Italy
| | - Qin Song
- Key Laboratory of Nano-Bio Interface, Suzhou Institute of Nano-tech and Nano-bionics, Chinese Academy of Sciences, 398 Ruoshui Road, Jiangsu 215123, China
| | - Mingliang Tang
- Institute of Life Sciences, Southeast University, Sipailou 2, Nanjing 210096, China
| | - Ginestra Bianconi
- School of Mathematical Sciences, Queen Mary University of London, Mile End Rd, London E1 4NS, United Kingdom
| | - Guosheng Cheng
- Key Laboratory of Nano-Bio Interface, Suzhou Institute of Nano-tech and Nano-bionics, Chinese Academy of Sciences, 398 Ruoshui Road, Jiangsu 215123, China
| | - Vincent Torre
- Neurobiology Sector, International School for Advanced Studies (SISSA), via Bonomea, 265, 34136 Trieste, Italy
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98
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Baldrighi M, Trusel M, Tonini R, Giordani S. Carbon Nanomaterials Interfacing with Neurons: An In vivo Perspective. Front Neurosci 2016; 10:250. [PMID: 27375413 PMCID: PMC4899452 DOI: 10.3389/fnins.2016.00250] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2015] [Accepted: 05/20/2016] [Indexed: 01/05/2023] Open
Abstract
Developing new tools that outperform current state of the art technologies for imaging, drug delivery or electrical sensing in neuronal tissues is one of the great challenges in neurosciences. Investigations into the potential use of carbon nanomaterials for such applications started about two decades ago. Since then, numerous in vitro studies have examined interactions between these nanomaterials and neurons, either by evaluating their compatibility, as vectors for drug delivery, or for their potential use in electric activity sensing and manipulation. The results obtained indicate that carbon nanomaterials may be suitable for medical therapies. However, a relatively small number of in vivo studies have been carried out to date. In order to facilitate the transformation of carbon nanomaterial into practical neurobiomedical applications, it is essential to identify and highlight in the existing literature the strengths and weakness that different carbon nanomaterials have displayed when probed in vivo. Unfortunately the current literature is sometimes sparse and confusing. To offer a clearer picture of the in vivo studies on carbon nanomaterials in the central nervous system, we provide a systematic and critical review. Hereby we identify properties and behavior of carbon nanomaterials in vivo inside the neural tissues, and we examine key achievements and potentially problematic toxicological issues.
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Affiliation(s)
- Michele Baldrighi
- Nano Carbon Materials Laboratory, Istituto Italiano di TecnologiaGenova, Italy
| | - Massimo Trusel
- Neuroscience and Brain Technology, Istituto Italiano di TecnologiaGenova, Italy
| | - Raffaella Tonini
- Neuroscience and Brain Technology, Istituto Italiano di TecnologiaGenova, Italy
| | - Silvia Giordani
- Nano Carbon Materials Laboratory, Istituto Italiano di TecnologiaGenova, Italy
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99
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Rauti R, Lozano N, León V, Scaini D, Musto M, Rago I, Ulloa Severino FP, Fabbro A, Casalis L, Vázquez E, Kostarelos K, Prato M, Ballerini L. Graphene Oxide Nanosheets Reshape Synaptic Function in Cultured Brain Networks. ACS NANO 2016; 10:4459-71. [PMID: 27030936 DOI: 10.1021/acsnano.6b00130] [Citation(s) in RCA: 96] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Graphene offers promising advantages for biomedical applications. However, adoption of graphene technology in biomedicine also poses important challenges in terms of understanding cell responses, cellular uptake, or the intracellular fate of soluble graphene derivatives. In the biological microenvironment, graphene nanosheets might interact with exposed cellular and subcellular structures, resulting in unexpected regulation of sophisticated biological signaling. More broadly, biomedical devices based on the design of these 2D planar nanostructures for interventions in the central nervous system require an accurate understanding of their interactions with the neuronal milieu. Here, we describe the ability of graphene oxide nanosheets to down-regulate neuronal signaling without affecting cell viability.
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Affiliation(s)
- Rossana Rauti
- Life Science Department, University of Trieste , 34127 Trieste, Italy
| | - Neus Lozano
- Nanomedicine Lab, School of Medicine and National Graphene Institute, Faculty of Medical & Human Sciences, University of Manchester , M13 9PL Manchester, United Kingdom
| | - Veronica León
- Departamento de Química Orgánica, Facultad de Ciencias y Tecnologías Químicas-IRICA, Universidad de Castilla La Mancha , 13071 Ciudad Real, Spain
| | - Denis Scaini
- Life Science Department, University of Trieste , 34127 Trieste, Italy
- ELETTRA Synchrotron Light Source , 34149 Trieste, Italy
| | - Mattia Musto
- International School for Advanced Studies (SISSA) , 34136 Trieste, Italy
| | - Ilaria Rago
- ELETTRA Synchrotron Light Source , 34149 Trieste, Italy
| | | | - Alessandra Fabbro
- Department of Chemical and Pharmaceutical Sciences, University of Trieste , 34127 Trieste, Italy
| | | | - Ester Vázquez
- Departamento de Química Orgánica, Facultad de Ciencias y Tecnologías Químicas-IRICA, Universidad de Castilla La Mancha , 13071 Ciudad Real, Spain
| | - Kostas Kostarelos
- Nanomedicine Lab, School of Medicine and National Graphene Institute, Faculty of Medical & Human Sciences, University of Manchester , M13 9PL Manchester, United Kingdom
| | - Maurizio Prato
- Department of Chemical and Pharmaceutical Sciences, University of Trieste , 34127 Trieste, Italy
- CIC BiomaGUNE, Parque Tecnológico de San Sebastián, Paseo Miramón, 182, 20009 San Sebastián, Guipúzcoa, Spain
- Basque Foundation for Science , Ikerbasque, Bilbao 48013, Spain
| | - Laura Ballerini
- Life Science Department, University of Trieste , 34127 Trieste, Italy
- International School for Advanced Studies (SISSA) , 34136 Trieste, Italy
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