1
|
Di Natale C, Coppola S, Vespini V, Tkachenko V, Luciani G, Vitiello G, Ferranti F, Mari S, Maffettone PL, Grilli S. Characterization of bovine serum albumin immobilization on surface modified glass slides in case of pyro-electrohydrodynamic spots. Anal Chim Acta 2024; 1329:343178. [PMID: 39396275 DOI: 10.1016/j.aca.2024.343178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 07/26/2024] [Accepted: 08/27/2024] [Indexed: 10/15/2024]
Abstract
BACKGROUND Pyro-electrohydrodynamic jetting (p-jet) has emerged recently as a promising technique for biosensing applications, through the concentration of highly diluted biomolecules in fluorescent spots at microscale. However, a great challenge still remains in optimizing the binding strategy for the sensing interface, enabling the detection of low abundance proteins through immunofluorescence protocols. Indeed, the surface of reaction can be functionalized with different chemical groups able to bind the target molecule with a strong interaction, prior to the p-jet spots decreasing the possibility to lose sensitivity after the common rinsing steps. RESULTS Here, we characterize the immobilization of a model protein, specifically the bovine serum albumin (BSA), in the concentrated p-jet spots to demonstrate the reliability of the technique for highly sensitive immunodetection assays. We first performed spectroscopic measurements on BSA deposited through pipette spots at relatively high concentrations and we achieved a higher efficiency in case of the covalent bond by using the carbonate buffer and the epoxy-based slides. We then tested the covalent setting in case of the p-jet spots with highly diluted samples of pre-labelled BSA. A significant concentration-dependent behavior of the signal was obtained down to picogram levels. Finally, an immunofluorescent protocol was settled with the p-jet spots and a Limit of the Detection (LOD) of 0. 27 pg/mL was reached. SIGNIFICANCE The demonstration here that the p-jet spots are compatible with immunodetection procedures and provide a LOD down to 0.27 pg/mL, launches the p-jet technique towards the development in future of a point-of-care (POC) diagnostic tool. This would become a major force in analytical chemical laboratories. The identification of highly diluted biomarkers from peripheral body fluids would help clinicians performing early diagnosis, overcoming the limitations of the traditional immunochemistry tests, such as the enzyme-linked immunosorbent assay (ELISA).
Collapse
Affiliation(s)
- Concetta Di Natale
- University of Naples Federico II, Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, P.le Tecchio 80, I-80125, Napoli, Italy; Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA 80078, Italy.
| | - Sara Coppola
- University of Naples Federico II, Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, P.le Tecchio 80, I-80125, Napoli, Italy; Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA 80078, Italy
| | - Veronica Vespini
- Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA 80078, Italy
| | - Volodymyr Tkachenko
- Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA 80078, Italy
| | - Giuseppina Luciani
- University of Naples Federico II, Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, P.le Tecchio 80, I-80125, Napoli, Italy
| | - Giuseppe Vitiello
- University of Naples Federico II, Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, P.le Tecchio 80, I-80125, Napoli, Italy; Center for Colloid and Surface Science (CSGI), via della Lastruccia, Sesto Fiorentino, FI 80078, Italy
| | | | - Silvia Mari
- Italian Space Agency, Via del Politecnico snc, 00133, Rome, Italy
| | - Pier Luca Maffettone
- University of Naples Federico II, Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, P.le Tecchio 80, I-80125, Napoli, Italy; Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA 80078, Italy
| | - Simonetta Grilli
- University of Naples Federico II, Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, P.le Tecchio 80, I-80125, Napoli, Italy; Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA 80078, Italy.
| |
Collapse
|
2
|
Di Natale C, Coppola S, Vespini V, Tkachenko V, Russo S, Luciani G, Vitiello G, Ferranti F, Mari S, Ferraro P, Maffettone PL, Grilli S. Highly sensitive detection of the neurodegenerative biomarker Tau by using the concentration effect of the pyro-electrohydrodynamic jetting. Biosens Bioelectron 2024; 254:116234. [PMID: 38522234 DOI: 10.1016/j.bios.2024.116234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 02/29/2024] [Accepted: 03/20/2024] [Indexed: 03/26/2024]
Abstract
It is largely documented that neurodegenerative diseases can be effectively treated only if early diagnosed. In this context, the structural changes of some biomolecules such as Tau, seem to play a key role in neurodegeneration mechanism becoming eligible targets for an early diagnosis. Post-translational modifications are responsible to drive the Tau protein towards a transition phase from a native disorder conformation into a preaggregation state, which then straight recruits the final fibrillization process. Here, we show for the first time the detection of pre-aggregated Tau in artificial urine at femto-molar level, through the concentration effect of the pyro-electrohydrodynamic jet (p-jet) technique. An excellent linear calibration curve is demonstrated at the femto-molar level with a limit of detection (LOD) of 130 fM. Moreover, for the first time we show here the structure stability of the protein after p-jet application through a deep spectroscopic investigation. Thanks to the small volumes required and the relatively compact and cost-effective characteristics, this technique represents an innovative breakthrough in monitoring the early stage associated to neurodegeneration syndromes in different scenarios of point of care (POC) and such as for example in long-term human space exploration missions.
Collapse
Affiliation(s)
- Concetta Di Natale
- Dipartimento di Ingegneria Chimica, Dei Materiali e Della Produzione Industriale (DICMaPI), Università Degli Studi di Napoli Federico II, Piazzale Tecchio 80, 80125, Naples, Italy; Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA, 80078, Italy.
| | - Sara Coppola
- Dipartimento di Ingegneria Chimica, Dei Materiali e Della Produzione Industriale (DICMaPI), Università Degli Studi di Napoli Federico II, Piazzale Tecchio 80, 80125, Naples, Italy; Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA, 80078, Italy
| | - Veronica Vespini
- Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA, 80078, Italy
| | - Volodymyr Tkachenko
- Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA, 80078, Italy
| | - Simone Russo
- Dipartimento di Ingegneria Chimica, Dei Materiali e Della Produzione Industriale (DICMaPI), Università Degli Studi di Napoli Federico II, Piazzale Tecchio 80, 80125, Naples, Italy
| | - Giuseppina Luciani
- Dipartimento di Ingegneria Chimica, Dei Materiali e Della Produzione Industriale (DICMaPI), Università Degli Studi di Napoli Federico II, Piazzale Tecchio 80, 80125, Naples, Italy
| | - Giuseppe Vitiello
- Dipartimento di Ingegneria Chimica, Dei Materiali e Della Produzione Industriale (DICMaPI), Università Degli Studi di Napoli Federico II, Piazzale Tecchio 80, 80125, Naples, Italy; Center for Colloid and Surface Science (CSGI), Via Della Lastruccia, Sesto Fiorentino, FI, 80078, Italy
| | | | - Silvia Mari
- Agenzia Spaziale Italiana, Via Del Politecnico snc, 00133, Rome, Italy
| | - Pietro Ferraro
- Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA, 80078, Italy
| | - Pier Luca Maffettone
- Dipartimento di Ingegneria Chimica, Dei Materiali e Della Produzione Industriale (DICMaPI), Università Degli Studi di Napoli Federico II, Piazzale Tecchio 80, 80125, Naples, Italy; Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA, 80078, Italy
| | - Simonetta Grilli
- Dipartimento di Ingegneria Chimica, Dei Materiali e Della Produzione Industriale (DICMaPI), Università Degli Studi di Napoli Federico II, Piazzale Tecchio 80, 80125, Naples, Italy; Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council of Italy (CNR), Pozzuoli, NA, 80078, Italy.
| |
Collapse
|
3
|
Ward SJ, Cao T, Zhou X, Chang C, Weiss SM. Protein Identification and Quantification Using Porous Silicon Arrays, Optical Measurements, and Machine Learning. BIOSENSORS 2023; 13:879. [PMID: 37754113 PMCID: PMC10526835 DOI: 10.3390/bios13090879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 09/02/2023] [Accepted: 09/05/2023] [Indexed: 09/28/2023]
Abstract
We report a versatile platform based on an array of porous silicon (PSi) thin films that can identify analytes based on their physical and chemical properties without the use of specific capture agents. The ability of this system to reproducibly classify, quantify, and discriminate three proteins separately is demonstrated by probing the reflectance of PSi array elements with a unique combination of pore size and buffer pH, and by analyzing the optical signals using machine learning. Protein identification and discrimination are reported over a concentration range of two orders of magnitude. This work represents a significant first step towards a low-cost, simple, versatile, and robust sensor platform that is able to detect biomolecules without the added expense and limitations of using capture agents.
Collapse
Affiliation(s)
- Simon J. Ward
- Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN 37235, USA; (S.J.W.)
| | - Tengfei Cao
- Interdisciplinary Material Science Program, Vanderbilt University, Nashville, TN 37235, USA
| | - Xiang Zhou
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235, USA
| | - Catie Chang
- Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN 37235, USA; (S.J.W.)
| | - Sharon M. Weiss
- Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN 37235, USA; (S.J.W.)
- Interdisciplinary Material Science Program, Vanderbilt University, Nashville, TN 37235, USA
| |
Collapse
|
4
|
Sharafeldin M, Yan S, Jiang C, Tofaris GK, Davis JJ. Alternating Magnetic Field-Promoted Nanoparticle Mixing: The On-Chip Immunocapture of Serum Neuronal Exosomes for Parkinson's Disease Diagnostics. Anal Chem 2023; 95:7906-7913. [PMID: 37167073 DOI: 10.1021/acs.analchem.3c00357] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
The analysis of cargo proteins in exosome subpopulations has considerable value in diagnostics but a translatable impact has been limited by lengthy or complex exosome extraction protocols. We describe herein a scalable, fast, and low-cost exosome extraction using an alternating (AC) magnetic field to support the dynamic mixing of antibody-coated magnetic beads (MBs) with serum samples within 3D-printed microfluidic chips. Zwitterionic polymer-coated MBs are, specifically, magnetically agitated and support ultraclean exosome capture efficiencies >70% from <50 μL of neat serum in 30 min. Applied herein to the immunocapture of neuronal exosomes using anti-L1CAM antibodies, prior to the array-based assaying of α-synuclein (α-syn) content by a standard duplex electrochemical sandwich ELISA, sub pg/mL detection was possible with an excellent coefficient of variation and a sample-to-answer time of ∼75 min. The high performance and semiautomation of this approach hold promise in underpinning low-cost Parkinson's disease diagnostics and is of value in exosomal biomarker analyses more generally.
Collapse
Affiliation(s)
- Mohamed Sharafeldin
- Department of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3QZ, U.K
- Department of Chemistry, University of Otago, Dunedin 9054, New Zealand
| | - Shijun Yan
- Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, U.K
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, Oxford OX1 3QU, U.K
| | - Cheng Jiang
- Department of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3QZ, U.K
- Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, U.K
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, Oxford OX1 3QU, U.K
| | - George K Tofaris
- Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, U.K
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, Oxford OX1 3QU, U.K
| | - Jason J Davis
- Department of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3QZ, U.K
| |
Collapse
|
5
|
Kumar THV, Srinivasan S, Krishnan V, Vaidyanathan R, Babu KA, Natarajan S, Veerapandian M. Peptide-based direct electrochemical detection of receptor binding domains of SARS-CoV-2 spike protein in pristine samples. SENSORS AND ACTUATORS. B, CHEMICAL 2023; 377:133052. [PMID: 36438197 PMCID: PMC9682882 DOI: 10.1016/j.snb.2022.133052] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 11/22/2022] [Accepted: 11/23/2022] [Indexed: 06/16/2023]
Abstract
RNA isolation and amplification-free user-friendly detection of SARS-CoV-2 is the need of hour especially at resource limited settings. Herein, we devised the peptides of human angiotensin converting enzyme-2 (hACE-2) as bioreceptor at electrode interface for selective targeting of receptor binding domains (RBD) of SARS-CoV-2 spike protein (SP). Disposable carbon-screen printed electrode modified with methylene blue (MB) electroadsorbed graphene oxide (GO) has been constructed as cost-efficient and scalable platform for hACE-2 peptide-based SARS-CoV-2 detection. In silico molecular docking of customized 25 mer peptides with RBD of SARS-CoV-2 SP were validated by AutoDock CrankPep. N-terminal region of ACE-2 showed higher binding affinity of - 20.6 kcal/mol with 15 H-bond, 9 of which were < 3 Å. Electrochemical biosensing of different concentrations of SPs were determined by cyclic voltammetry (CV) and chronoamperometry (CA), enabling a limit of detection (LOD) of 0.58 pg/mL and 0.71 pg/mL, respectively. MB-GO devised hACE-2 peptide platform exert an enhanced current sensitivity of 0.0105 mA/pg mL-1 cm-2 (R2 = 0.9792) (CV) and 0.45 nA/pg mL-1 (R2 = 0.9570) (CA) against SP in the range of 1 pg/mL to 1 µg/mL. For clinical feasibility, nasopharyngeal and oropharyngeal swab specimens in viral transport medium were directly tested with the prepared peptide biosensor and validated with RT-PCR, promising for point-of-need analysis.
Collapse
Affiliation(s)
- T H Vignesh Kumar
- Electrodics and Electrocatalysis Division, CSIR-Central Electrochemical Research Institute (CECRI), Karaikudi 630003, Tamil Nadu, India
| | - Sowmiya Srinivasan
- Dr. A.P.J. Abdul Kalam Center of Excellence in Innovation and Entrepreneurship, Dr. M.G.R. Educational and Research Institute, Chennai 600095, Tamil Nadu, India
| | - Vinoth Krishnan
- Electrodics and Electrocatalysis Division, CSIR-Central Electrochemical Research Institute (CECRI), Karaikudi 630003, Tamil Nadu, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Rama Vaidyanathan
- Dr. A.P.J. Abdul Kalam Center of Excellence in Innovation and Entrepreneurship, Dr. M.G.R. Educational and Research Institute, Chennai 600095, Tamil Nadu, India
- Department of Biotechnology, Dr. M.G.R. Educational and Research Institute, Chennai 600095, Tamil Nadu, India
| | - Kannadasan Anand Babu
- Dr. A.P.J. Abdul Kalam Center of Excellence in Innovation and Entrepreneurship, Dr. M.G.R. Educational and Research Institute, Chennai 600095, Tamil Nadu, India
| | - Sudhakar Natarajan
- Department of Virology and Biotechnology, ICMR-National Institute for Research in Tuberculosis, Chennai 600031, Tamil Nadu, India
| | - Murugan Veerapandian
- Electrodics and Electrocatalysis Division, CSIR-Central Electrochemical Research Institute (CECRI), Karaikudi 630003, Tamil Nadu, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| |
Collapse
|
6
|
Jamaledin R, Sartorius R, Di Natale C, Onesto V, Manco R, Mollo V, Vecchione R, De Berardinis P, Netti PA. PLGA microparticle formulations for tunable delivery of a nano-engineered filamentous bacteriophage-based vaccine: in vitro and in silico-supported approach. JOURNAL OF NANOSTRUCTURE IN CHEMISTRY 2023:1-16. [PMID: 36687278 PMCID: PMC9838389 DOI: 10.1007/s40097-022-00519-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 10/28/2022] [Accepted: 11/02/2022] [Indexed: 06/17/2023]
Abstract
Bacteriophages have attracted great attention in the bioengineering field in diverse research areas from tissue engineering to therapeutic and clinical applications. Recombinant filamentous bacteriophage, carrying multiple copies of foreign peptides on protein capsid has been successfully used in the vaccine delivery setting, even if their plasma instability and degradation have limited their use on the pharmaceutical market. Encapsulation techniques in polymeric materials can be applied to preserve bacteriophage activity, extend its half-life, and finely regulate their release in the target environment. The main goal of this study was to provide tunable formulations of the bacteriophage encapsulated in polymeric microparticles (MPs). We used poly (lactic-co-glycolic-acid) as a biocompatible and biodegradable polymer with ammonium bicarbonate as a porogen to encapsulate bacteriophage expressing OVA (257-264) antigenic peptide. We demonstrate that nano-engineered fdOVA bacteriophages encapsulated in MPs preserve their structure and are immunologically active, inducing a strong immune response towards the delivered peptide. Moreover, MP encapsulation prolongs bacteriophage stability over time also at room temperature. Additionally, in this study, we show the ability of in silico-supported approach to predict and tune the release of bacteriophages. These results lay the framework for a versatile bacteriophage-based vaccine delivery system that could successfully generate robust immune responses in a sustained manner, to be used as a platform against cancer and new emerging diseases. Graphical abstract Synopsis: administration of recombinant bacteriophage-loaded PLGA microparticles for antigen delivery. PLGA microparticles release the bacteriophages, inducing activation of dendritic cells and enhancing antigen presentation and specific T cell response. Bacteriophage-encapsulated microneedles potentially can be administered into human body and generate robust immune responses.
Collapse
Affiliation(s)
- Rezvan Jamaledin
- Center for Advanced Biomaterials for Health Care (CABHC), Istituto Italiano di Tecnologia, Naples, Italy
- School of Engineering, Institute for Bioengineering, The University of Edinburgh, King’s Buildings, Edinburgh, EH9 3JL, UK
| | - Rossella Sartorius
- Institute of Biochemistry and Cell Biology (IBBC), CNR, 80131 Naples, Italy
| | - Concetta Di Natale
- Center for Advanced Biomaterials for Health Care (CABHC), Istituto Italiano di Tecnologia, Naples, Italy
- Interdisciplinary Research Centre On Biomaterials (CRIB), University of Naples Federico II, Naples, Italy
- Department of Chemical Materials and Industrial Production (DICMAPI), University of Naples Federico II, Naples, Italy
| | - Valentina Onesto
- Center for Advanced Biomaterials for Health Care (CABHC), Istituto Italiano di Tecnologia, Naples, Italy
| | - Roberta Manco
- Institute of Biochemistry and Cell Biology (IBBC), CNR, 80131 Naples, Italy
| | - Valentina Mollo
- Center for Advanced Biomaterials for Health Care (CABHC), Istituto Italiano di Tecnologia, Naples, Italy
| | - Raffaele Vecchione
- Center for Advanced Biomaterials for Health Care (CABHC), Istituto Italiano di Tecnologia, Naples, Italy
| | | | - Paolo Antonio Netti
- Center for Advanced Biomaterials for Health Care (CABHC), Istituto Italiano di Tecnologia, Naples, Italy
- Interdisciplinary Research Centre On Biomaterials (CRIB), University of Naples Federico II, Naples, Italy
- Department of Chemical Materials and Industrial Production (DICMAPI), University of Naples Federico II, Naples, Italy
| |
Collapse
|
7
|
Di Natale C, De Gregorio V, Lagreca E, Mauro F, Corrado B, Vecchione R, Netti PA. Engineered Bacterial Cellulose Nanostructured Matrix for Incubation and Release of Drug-Loaded Oil in Water Nanoemulsion. Front Bioeng Biotechnol 2022; 10:851893. [PMID: 35356776 PMCID: PMC8959586 DOI: 10.3389/fbioe.2022.851893] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 02/03/2022] [Indexed: 12/18/2022] Open
Abstract
Bacterial cellulose (BC) is a highly pure form of cellulose produced by bacteria, which possesses numerous advantages such as good mechanical properties, high chemical flexibility, and the ability to assemble in nanostructures. Thanks to these features, it achieved a key role in the biomedical field and in drug delivery applications. BC showed its ability to modulate the release of several drugs and biomolecules to the skin, thus improving their clinical outcomes. This work displays the loading of a 3D BC nanonetwork with an innovative drug delivery nanoemulsion system. BC was optimized by static culture of SCOBY (symbiotic colony of bacteria and yeast) and characterized by morphological and ultrastructural analyses, which indicate a cellulose fiber diameter range of 30–50 nm. BC layers were then incubated at different time points with a nanocarrier based on a secondary nanoemulsion (SNE) previously loaded with a well-known antioxidant and anti-inflammatory agent, namely, coenzyme-Q10 (Co-Q10). Incubation of Co-Q10–SNE in the BC nanonetwork and its release were analyzed by fluorescence spectroscopy.
Collapse
Affiliation(s)
- Concetta Di Natale
- Interdisciplinary Research Centre on Biomaterials, University of Naples Federico II, Naples, Italy
- Istituto Italiano di Tecnologia, Naples, Italy
- Department of Chemical Materials, Industrial Production Engineering, University of Naples Federico II, Naples, Italy
| | - Vincenza De Gregorio
- Interdisciplinary Research Centre on Biomaterials, University of Naples Federico II, Naples, Italy
- Istituto Italiano di Tecnologia, Naples, Italy
| | - Elena Lagreca
- Istituto Italiano di Tecnologia, Naples, Italy
- Department of Chemical Materials, Industrial Production Engineering, University of Naples Federico II, Naples, Italy
| | - Francesca Mauro
- Istituto Italiano di Tecnologia, Naples, Italy
- Department of Chemical Materials, Industrial Production Engineering, University of Naples Federico II, Naples, Italy
| | - Brunella Corrado
- Interdisciplinary Research Centre on Biomaterials, University of Naples Federico II, Naples, Italy
- Istituto Italiano di Tecnologia, Naples, Italy
| | - Raffaele Vecchione
- Istituto Italiano di Tecnologia, Naples, Italy
- *Correspondence: Raffaele Vecchione,
| | - Paolo Antonio Netti
- Interdisciplinary Research Centre on Biomaterials, University of Naples Federico II, Naples, Italy
- Istituto Italiano di Tecnologia, Naples, Italy
- Department of Chemical Materials, Industrial Production Engineering, University of Naples Federico II, Naples, Italy
| |
Collapse
|