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Parmeggiani M, Ballesio A, Battistoni S, Carcione R, Cocuzza M, D’Angelo P, Erokhin VV, Marasso SL, Rinaldi G, Tarabella G, Vurro D, Pirri CF. Organic Bioelectronics Development in Italy: A Review. MICROMACHINES 2023; 14:460. [PMID: 36838160 PMCID: PMC9966652 DOI: 10.3390/mi14020460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 02/06/2023] [Accepted: 02/10/2023] [Indexed: 06/18/2023]
Abstract
In recent years, studies concerning Organic Bioelectronics have had a constant growth due to the interest in disciplines such as medicine, biology and food safety in connecting the digital world with the biological one. Specific interests can be found in organic neuromorphic devices and organic transistor sensors, which are rapidly growing due to their low cost, high sensitivity and biocompatibility. This trend is evident in the literature produced in Italy, which is full of breakthrough papers concerning organic transistors-based sensors and organic neuromorphic devices. Therefore, this review focuses on analyzing the Italian production in this field, its trend and possible future evolutions.
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Affiliation(s)
- Matteo Parmeggiani
- Chilab–Materials and Microsystems Laboratory, Department of Applied Science and Technology (DISAT), Politecnico di Torino, Via Lungo Piazza d’Armi 6, 10034 Turin, Italy
| | - Alberto Ballesio
- Chilab–Materials and Microsystems Laboratory, Department of Applied Science and Technology (DISAT), Politecnico di Torino, Via Lungo Piazza d’Armi 6, 10034 Turin, Italy
| | - Silvia Battistoni
- Institute of Materials for Electronics and Magnetism, IMEM-CNR, Parco Area delle Scienze 37/A, 43124 Parma, Italy
| | - Rocco Carcione
- Institute of Materials for Electronics and Magnetism, IMEM-CNR, Parco Area delle Scienze 37/A, 43124 Parma, Italy
| | - Matteo Cocuzza
- Chilab–Materials and Microsystems Laboratory, Department of Applied Science and Technology (DISAT), Politecnico di Torino, Via Lungo Piazza d’Armi 6, 10034 Turin, Italy
- Institute of Materials for Electronics and Magnetism, IMEM-CNR, Parco Area delle Scienze 37/A, 43124 Parma, Italy
| | - Pasquale D’Angelo
- Institute of Materials for Electronics and Magnetism, IMEM-CNR, Parco Area delle Scienze 37/A, 43124 Parma, Italy
| | - Victor V. Erokhin
- Institute of Materials for Electronics and Magnetism, IMEM-CNR, Parco Area delle Scienze 37/A, 43124 Parma, Italy
| | - Simone Luigi Marasso
- Chilab–Materials and Microsystems Laboratory, Department of Applied Science and Technology (DISAT), Politecnico di Torino, Via Lungo Piazza d’Armi 6, 10034 Turin, Italy
- Institute of Materials for Electronics and Magnetism, IMEM-CNR, Parco Area delle Scienze 37/A, 43124 Parma, Italy
| | - Giorgia Rinaldi
- Chilab–Materials and Microsystems Laboratory, Department of Applied Science and Technology (DISAT), Politecnico di Torino, Via Lungo Piazza d’Armi 6, 10034 Turin, Italy
| | - Giuseppe Tarabella
- Institute of Materials for Electronics and Magnetism, IMEM-CNR, Parco Area delle Scienze 37/A, 43124 Parma, Italy
| | - Davide Vurro
- Camlin Italy Srl, Via Budellungo 2, 43124 Parma, Italy
| | - Candido Fabrizio Pirri
- Chilab–Materials and Microsystems Laboratory, Department of Applied Science and Technology (DISAT), Politecnico di Torino, Via Lungo Piazza d’Armi 6, 10034 Turin, Italy
- Center for Sustainable Future Technologies, Italian Institute of Technology, Via Livorno 60, 10144 Turin, Italy
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Dias C, Castro D, Aroso M, Ventura J, Aguiar P. Memristor-Based Neuromodulation Device for Real-Time Monitoring and Adaptive Control of Neuronal Populations. ACS APPLIED ELECTRONIC MATERIALS 2022; 4:2380-2387. [PMID: 36571090 PMCID: PMC9778128 DOI: 10.1021/acsaelm.2c00198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Neurons are specialized cells for information transmission and information processing. In fact, many neurologic disorders are directly linked not to cellular viability/homeostasis issues but rather to specific anomalies in electrical activity dynamics. Consequently, therapeutic strategies based on the direct modulation of neuronal electrical activity have been producing remarkable results, with successful examples ranging from cochlear implants to deep brain stimulation. Developments in these implantable devices are hindered, however, by important challenges such as power requirements, size factor, signal transduction, and adaptability/computational capabilities. Memristors, neuromorphic nanoscale electronic components able to emulate natural synapses, provide unique properties to address these constraints, and their use in neuroprosthetic devices is being actively explored. Here, we demonstrate, for the first time, the use of memristive devices in a clinically relevant setting where communication between two neuronal populations is conditioned to specific activity patterns in the source population. In our approach, the memristor device performs a pattern detection computation and acts as an artificial synapse capable of reversible short-term plasticity. Using in vitro hippocampal neuronal cultures, we show real-time adaptive control with a high degree of reproducibility using our monitor-compute-actuate paradigm. We envision very similar systems being used for the automatic detection and suppression of seizures in epileptic patients.
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Affiliation(s)
- Catarina Dias
- IFIMUP,
Departamento de Física e Astronomia, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre s/n, Porto 4169-007, Portugal
| | - Domingos Castro
- Neuroengineering
and Computational Neuroscience Lab, INEB - Instituto de Engenharia
Biomédica, Universidade do Porto, Rua Alfredo Allen, 208, Porto 4200-135, Portugal
- i3S—Instituto
de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen, 208, Porto 4200-135, Portugal
| | - Miguel Aroso
- Neuroengineering
and Computational Neuroscience Lab, INEB - Instituto de Engenharia
Biomédica, Universidade do Porto, Rua Alfredo Allen, 208, Porto 4200-135, Portugal
- i3S—Instituto
de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen, 208, Porto 4200-135, Portugal
| | - João Ventura
- IFIMUP,
Departamento de Física e Astronomia, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre s/n, Porto 4169-007, Portugal
| | - Paulo Aguiar
- Neuroengineering
and Computational Neuroscience Lab, INEB - Instituto de Engenharia
Biomédica, Universidade do Porto, Rua Alfredo Allen, 208, Porto 4200-135, Portugal
- i3S—Instituto
de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen, 208, Porto 4200-135, Portugal
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Pasquardini L, Roncador A, Prusakova V, Vanzetti L, Potrich C, Lunelli L, Pederzolli C, Iannotta S, Macchi P, Dirè S. Functionalization of TiO 2 sol-gel derived films for cell confinement. Colloids Surf B Biointerfaces 2021; 204:111787. [PMID: 33962371 DOI: 10.1016/j.colsurfb.2021.111787] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 04/12/2021] [Accepted: 04/20/2021] [Indexed: 11/30/2022]
Abstract
The neuroscience field has increased enormously over the last decades, achieving the possible real application of neuronal cultures not only for reproducing neural architectures resembling in vivo tissues, but also for the development of functional devices. In this context, surface patterning for cell confinement is crucial, and new active materials together with new protocols for preparing substrates suitable for confining cells, guiding their processes in the desired configuration are extremely appreciated. Here, TiO2 sol-gel derived films were selected as proof-of-concept materials to grow neurons in suitable confined configurations, taking advantage of the biocompatible properties of modified TiO2 substrates. TiO2 sol-gel derived films were made compatible with the growth of neurons thanks to a stable and controlled poly-lysine coating, obtained by silanization chemistry and streptavidin-biotin interactions. Moreover, a spotting protocol, here described and optimized, allowed the simple preparation of arrays of neurons, where cell adhesion was guided in specific areas and the neurites development driven in the desired arrangement. The resulting arrays were successfully tested for the growth and differentiation of neurons, demonstrating the possible adhesion of cells in specific areas of the film, therefore paving the way to applications such as the direct growth of excitable cells nearby electrodes of devices, with an evident enhancement of cell-electrodes communication.
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Affiliation(s)
- L Pasquardini
- Department of Industrial Engineering, University of Trento, Via Sommarive 9, 38123 Trento, Italy
| | - A Roncador
- Department of Cellular, Computational and Integrative Biology - CIBIO, Laboratory of Molecular and Cellular Neurobiology, University of Trento, Via Sommarive 9, 38123 Trento, Italy
| | - V Prusakova
- Department of Industrial Engineering, University of Trento, Via Sommarive 9, 38123 Trento, Italy
| | - L Vanzetti
- Fondazione Bruno Kessler (FBK), Center for Sensors & Devices, Via Sommarive 18, 38123 Trento, Italy
| | - C Potrich
- Fondazione Bruno Kessler (FBK), Center for Sensors & Devices, Via Sommarive 18, 38123 Trento, Italy; Istituto di Biofisica, Unitá di Trento, Consiglio Nazionale delle Ricerche (IBF-CNR), Via alla Cascata 56/C 18, 38123 Trento, Italy.
| | - L Lunelli
- Fondazione Bruno Kessler (FBK), Center for Sensors & Devices, Via Sommarive 18, 38123 Trento, Italy; Istituto di Biofisica, Unitá di Trento, Consiglio Nazionale delle Ricerche (IBF-CNR), Via alla Cascata 56/C 18, 38123 Trento, Italy
| | - C Pederzolli
- Fondazione Bruno Kessler (FBK), Center for Sensors & Devices, Via Sommarive 18, 38123 Trento, Italy
| | - S Iannotta
- Istituto dei Materiali per l'Elettronica ed il Magnetismo, Consiglio Nazionale delle Ricerche (IMEM-CNR), Parco Area delle Scienze 37/A, 43124 Parma, Italy
| | - P Macchi
- Department of Cellular, Computational and Integrative Biology - CIBIO, Laboratory of Molecular and Cellular Neurobiology, University of Trento, Via Sommarive 9, 38123 Trento, Italy
| | - S Dirè
- Department of Industrial Engineering, University of Trento, Via Sommarive 9, 38123 Trento, Italy
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Characteristic Analysis of Fractional-Order Memristor-Based Hypogenetic Jerk System and Its DSP Implementation. ELECTRONICS 2021. [DOI: 10.3390/electronics10070841] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
In this paper, a fractional-order memristive model with infinite coexisting attractors is investigated. The numerical solution of the system is derived based on the Adomian decomposition method (ADM), and its dynamic behaviors are analyzed by means of phase diagrams, bifurcation diagrams, Lyapunov exponent spectrum (LEs), dynamic map based on SE complexity and maximum Lyapunov exponent (MLE). Simulation results show that it has rich dynamic characteristics, including asymmetric coexisting attractors with different structures and offset boosting. Finally, the digital signal processor (DSP) implementation verifies the correctness of the solution algorithm and the physical feasibility of the system.
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Giacomazza D, Viappiani C, Di Cera E, Musio C. SIBPA on the crest of the Adriatic Sea wave: Introduction to the SIBPA XXIV (2018 congress) special issue. Biophys Chem 2019; 255:106273. [PMID: 31670200 DOI: 10.1016/j.bpc.2019.106273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Accepted: 10/09/2019] [Indexed: 10/25/2022]
Abstract
The Italian Society for Pure and Applied Biophysics (SIBPA) held its XXIV National Congress in the beautiful seaside town of Ancona, Italy, on September 10-13, 2018. This special issue features a selection of contributions from the Congress in all areas of modern biophysics including molecular, cellular, applied, computational and nanoscale biophysics. SIBPA pursues its institutional tasks and carries on its successful promotion of biophysical disciplines at the national and international levels, also trough the consolidation of its partnership with Biophysical Chemistry and Elsevier.
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Affiliation(s)
- Daniela Giacomazza
- CNR Institute of Biophysics, Palermo Unit, Via U. La Malfa 153, Palermo, Italy.
| | - Cristiano Viappiani
- Department of Mathematical, Physical and Computer Sciences, University of Parma, Parco Area delle Scienze 7A, 43124 Parma, Italy.
| | - Enrico Di Cera
- Edward A. Doisy Dept. of Biochemistry and Molecular Biology, Saint Louis University School of Medicine, St. Louis, MO 63104, USA.
| | - Carlo Musio
- CNR Institute of Biophysics, Trento Unit, Via alla Cascata 56/C, 38123 Trento, Italy.
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