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Rai DK, Gurusaran M, Urban V, Aran K, Ma L, Li P, Qian S, Narayanan TN, Ajayan PM, Liepmann D, Sekar K, Álvarez-Cao ME, Escuder-Rodríguez JJ, Cerdán ME, González-Siso MI, Viswanathan S, Paulmurugan R, Renugopalakrishnan V. Structural determination of Enzyme-Graphene Nanocomposite Sensor Material. Sci Rep 2019; 9:15519. [PMID: 31664095 PMCID: PMC6820869 DOI: 10.1038/s41598-019-51882-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Accepted: 09/28/2019] [Indexed: 11/09/2022] Open
Abstract
State-of-the-art ultra-sensitive blood glucose-monitoring biosensors, based on glucose oxidase (GOx) covalently linked to a single layer graphene (SLG), will be a valuable next generation diagnostic tool for personal glycemic level management. We report here our observations of sensor matrix structure obtained using a multi-physics approach towards analysis of small-angle neutron scattering (SANS) on graphene-based biosensor functionalized with GOx under different pH conditions for various hierarchical GOx assemblies within SLG. We developed a methodology to separately extract the average shape of GOx molecules within the hierarchical assemblies. The modeling is able to resolve differences in the average GOx dimer structure and shows that treatment under different pH conditions lead to differences within the GOx at the dimer contact region with SLG. The coupling of different analysis methods and modeling approaches we developed in this study provides a universal approach to obtain detailed structural quantifications, for establishing robust structure-property relationships. This is an essential step to obtain an insight into the structure and function of the GOx-SLG interface for optimizing sensor performance.
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Affiliation(s)
- Durgesh K Rai
- Cornell High Energy Synchrotron Source, Cornell University, Ithaca, New York, 14853, USA.
| | - Manickam Gurusaran
- Institute for Cell and Molecular Biosciences, Newcastle University, Newcastle upon Tyne-NE1 7RU, UK
| | - Volker Urban
- Neutron Scattering Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, 37831, USA.
| | - Kiana Aran
- Department of Bioengineering, University of California, Berkeley, Berkeley, California, 94709, USA
| | - Lulu Ma
- Department of Mechanical Engineering and Materials Science, Rice University, Houston, Texas, 77005, USA
| | - Pingzuo Li
- Center for Life Sciences, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, 02115, USA
| | - Shuo Qian
- Neutron Scattering Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, 37831, USA
| | - Tharangattu N Narayanan
- Tata Institute of Fundamental Research - Center for Interdisciplinary Sciences, Hyderabad, 500107, India
| | - Pulickel M Ajayan
- Department of Mechanical Engineering and Materials Science, Rice University, Houston, Texas, 77005, USA
| | - Dorian Liepmann
- Department of Bioengineering, University of California, Berkeley, Berkeley, California, 94709, USA
| | - Kanagaraj Sekar
- Department of Computational and Data Sciences, Indian Institute of Science, Bangalore, 560012, India
| | - María-Efigenia Álvarez-Cao
- Universidade da Coruña, Grupo EXPRELA, F. Ciencias & Centro de Investigacións Científicas Avanzadas (CICA) & Instituto de Investigación Biomédica A Coruña (INIBIC), A Coruña, 15011, Spain
| | - Juan-José Escuder-Rodríguez
- Universidade da Coruña, Grupo EXPRELA, F. Ciencias & Centro de Investigacións Científicas Avanzadas (CICA) & Instituto de Investigación Biomédica A Coruña (INIBIC), A Coruña, 15011, Spain
| | - María-Esperanza Cerdán
- Universidade da Coruña, Grupo EXPRELA, F. Ciencias & Centro de Investigacións Científicas Avanzadas (CICA) & Instituto de Investigación Biomédica A Coruña (INIBIC), A Coruña, 15011, Spain
| | - María-Isabel González-Siso
- Universidade da Coruña, Grupo EXPRELA, F. Ciencias & Centro de Investigacións Científicas Avanzadas (CICA) & Instituto de Investigación Biomédica A Coruña (INIBIC), A Coruña, 15011, Spain
| | - Sowmya Viswanathan
- Newton Wellesley Hospital/Partners Healthcare System, Newton, Massachusetts, 02462, USA
| | - Ramasamy Paulmurugan
- Cellular Pathway Imaging Laboratory (CPIL), Dept. of Radiology, Stanford University School of Medicine, 3155 Porter Drive, Suite 2236, Palo Alto, California, 94304, USA
| | - Venkatesan Renugopalakrishnan
- Center for Life Sciences, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, 02115, USA.
- Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts, 02115, USA.
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Audette GF, Yaseen A, Bragagnolo N, Bawa R. Protein Nanotubes: From Bionanotech towards Medical Applications. Biomedicines 2019; 7:biomedicines7020046. [PMID: 31234611 PMCID: PMC6630890 DOI: 10.3390/biomedicines7020046] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 06/18/2019] [Accepted: 06/19/2019] [Indexed: 01/21/2023] Open
Abstract
Nanobiotechnology involves the study of structures found in nature to construct nanodevices for biological and medical applications with the ultimate goal of commercialization. Within a cell most biochemical processes are driven by proteins and associated macromolecular complexes. Evolution has optimized these protein-based nanosystems within living organisms over millions of years. Among these are flagellin and pilin-based systems from bacteria, viral-based capsids, and eukaryotic microtubules and amyloids. While carbon nanotubes (CNTs), and protein/peptide-CNT composites, remain one of the most researched nanosystems due to their electrical and mechanical properties, there are many concerns regarding CNT toxicity and biodegradability. Therefore, proteins have emerged as useful biotemplates for nanomaterials due to their assembly under physiologically relevant conditions and ease of manipulation via protein engineering. This review aims to highlight some of the current research employing protein nanotubes (PNTs) for the development of molecular imaging biosensors, conducting wires for microelectronics, fuel cells, and drug delivery systems. The translational potential of PNTs is highlighted.
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Affiliation(s)
- Gerald F Audette
- Department of Chemistry and the Centre for Research on Biomolecular Interactions, York University, Toronto, ON M3J 1P3, Canada.
| | - Ayat Yaseen
- Department of Chemistry and the Centre for Research on Biomolecular Interactions, York University, Toronto, ON M3J 1P3, Canada.
| | - Nicholas Bragagnolo
- Department of Chemistry and the Centre for Research on Biomolecular Interactions, York University, Toronto, ON M3J 1P3, Canada.
| | - Raj Bawa
- Patent Law Department, Bawa Biotech LLC, Ashburn, VA 20147, USA.
- Guanine Inc., Rensselaer, NY 12144-3463, USA.
- Pharmaceutical Research Institute of Albany College of Pharmacy and Health Sciences, Albany, NY 12208, USA.
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Ferrocene-Modified Polyelectrolyte Film-Coated Electrode and Its Application in Glucose Detection. Polymers (Basel) 2019; 11:polym11030551. [PMID: 30960536 PMCID: PMC6473894 DOI: 10.3390/polym11030551] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2019] [Revised: 03/07/2019] [Accepted: 03/08/2019] [Indexed: 02/01/2023] Open
Abstract
A polyelectrolyte film-coated electrode for the quantitative detection of glucose was reported. Carbon nanotubes, graphene oxide and polyelectrolyte with a ferrocenyl group were used to modify an enzyme electrode to facilitate the electron transfer between glucose oxidase and the electrode. Cyclic voltammetry and amperometric methods were adopted to investigate the effects of different polyelectrolytes and carbon nanomaterials on the electrochemical properties of enzyme electrodes. The results indicate that the ferrocenyl groups on a polyelectrolyte skeleton act as a mediator between the redox center of glucose oxidase and the electrode, which efficiently enhances the electron transfer between a glassy carbon electrode and glucose oxidase. The calibration curve of the sensor shows a linear range from 0.2 to 5 mM for glucose response. The sensor can achieve 95% of the steady-state current within 10 s. The electrodes also present high operational stability and long-term storage stability.
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Dubey MK, Zehra A, Aamir M, Meena M, Ahirwal L, Singh S, Shukla S, Upadhyay RS, Bueno-Mari R, Bajpai VK. Improvement Strategies, Cost Effective Production, and Potential Applications of Fungal Glucose Oxidase (GOD): Current Updates. Front Microbiol 2017; 8:1032. [PMID: 28659876 PMCID: PMC5468390 DOI: 10.3389/fmicb.2017.01032] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Accepted: 05/23/2017] [Indexed: 01/15/2023] Open
Abstract
Fungal glucose oxidase (GOD) is widely employed in the different sectors of food industries for use in baking products, dry egg powder, beverages, and gluconic acid production. GOD also has several other novel applications in chemical, pharmaceutical, textile, and other biotechnological industries. The electrochemical suitability of GOD catalyzed reactions has enabled its successful use in bioelectronic devices, particularly biofuel cells, and biosensors. Other crucial aspects of GOD such as improved feeding efficiency in response to GOD supplemental diet, roles in antimicrobial activities, and enhancing pathogen defense response, thereby providing induced resistance in plants have also been reported. Moreover, the medical science, another emerging branch where GOD was recently reported to induce several apoptosis characteristics as well as cellular senescence by downregulating Klotho gene expression. These widespread applications of GOD have led to increased demand for more extensive research to improve its production, characterization, and enhanced stability to enable long term usages. Currently, GOD is mainly produced and purified from Aspergillus niger and Penicillium species, but the yield is relatively low and the purification process is troublesome. It is practical to build an excellent GOD-producing strain. Therefore, the present review describes innovative methods of enhancing fungal GOD production by using genetic and non-genetic approaches in-depth along with purification techniques. The review also highlights current research progress in the cost effective production of GOD, including key advances, potential applications and limitations. Therefore, there is an extensive need to commercialize these processes by developing and optimizing novel strategies for cost effective GOD production.
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Affiliation(s)
- Manish K. Dubey
- Laboratory of Mycopathology and Microbial Technology, Centre of Advanced Study in Botany, Institute of Science, Banaras Hindu UniversityVaranasi, India
| | - Andleeb Zehra
- Laboratory of Mycopathology and Microbial Technology, Centre of Advanced Study in Botany, Institute of Science, Banaras Hindu UniversityVaranasi, India
| | - Mohd Aamir
- Laboratory of Mycopathology and Microbial Technology, Centre of Advanced Study in Botany, Institute of Science, Banaras Hindu UniversityVaranasi, India
| | - Mukesh Meena
- Laboratory of Mycopathology and Microbial Technology, Centre of Advanced Study in Botany, Institute of Science, Banaras Hindu UniversityVaranasi, India
| | - Laxmi Ahirwal
- Laboratory of Molecular Biology, Department of Botany, Dr. Hari Singh Gour UniversitySagar, India
| | - Siddhartha Singh
- Laboratory of Molecular Biology, Department of Botany, Dr. Hari Singh Gour UniversitySagar, India
| | - Shruti Shukla
- Department of Energy and Materials Engineering, Dongguk UniversitySeoul, South Korea
| | - Ram S. Upadhyay
- Laboratory of Mycopathology and Microbial Technology, Centre of Advanced Study in Botany, Institute of Science, Banaras Hindu UniversityVaranasi, India
| | - Ruben Bueno-Mari
- Research and Development (R+D) Department, Laboratorios LokímicaValencia, Spain
| | - Vivek K. Bajpai
- Department of Applied Microbiology and Biotechnology, Yeungnam UniversityGyeongsan, South Korea
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Campbell AS, Jeong YJ, Geier SM, Koepsel RR, Russell AJ, Islam MF. Membrane/mediator-free rechargeable enzymatic biofuel cell utilizing graphene/single-wall carbon nanotube cogel electrodes. ACS APPLIED MATERIALS & INTERFACES 2015; 7:4056-4065. [PMID: 25643030 DOI: 10.1021/am507801x] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Enzymatic biofuel cells (EBFCs) utilize enzymes to convert chemical energy present in renewable biofuels into electrical energy and have shown much promise in the continuous powering of implantable devices. Currently, however, EBFCs are greatly limited in terms of power and operational stability with a majority of reported improvements requiring the inclusion of potentially toxic and unstable electron transfer mediators or multicompartment systems separated by a semipermeable membrane resulting in complicated setups. We report on the development of a simple, membrane/mediator-free EBFC utilizing novel electrodes of graphene and single-wall carbon nanotube cogel. These cogel electrodes had large surface area (∼ 800 m(2) g(-1)) that enabled high enzyme loading, large porosity for unhindered glucose transport and moderate electrical conductivity (∼ 0.2 S cm(-1)) for efficient charge collection. Glucose oxidase and bilirubin oxidase were physically adsorbed onto these electrodes to form anodes and cathodes, respectively, and the EBFC produced power densities up to 0.19 mW cm(-2) that correlated to 0.65 mW mL(-1) or 140 mW g(-1) of GOX with an open circuit voltage of 0.61 V. Further, the electrodes were rejuvenated by a simple wash and reloading procedure. We postulate these porous and ultrahigh surface area electrodes will be useful for biosensing applications, and will allow reuse of EBFCs.
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Affiliation(s)
- Alan S Campbell
- Department of Biomedical Engineering, Carnegie Mellon University , 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
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Ghoshdastider U, Wu R, Trzaskowski B, Mlynarczyk K, Miszta P, Gurusaran M, Viswanathan S, Renugopalakrishnan V, Filipek S. Molecular effects of encapsulation of glucose oxidase dimer by graphene. RSC Adv 2015. [DOI: 10.1039/c4ra16852f] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
A box-like shape of graphene leads to different types of “sandwich” or “burrito” encapsulation of the enzyme. To preserve the critical interactions in the enzyme active site a proper balance of forces between protein and graphene is required.
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Affiliation(s)
- Umesh Ghoshdastider
- Laboratory of Biomodeling
- International Institute of Molecular and Cell Biology
- 02-109 Warsaw
- Poland
| | - Rongliang Wu
- Laboratory of Biomodeling
- International Institute of Molecular and Cell Biology
- 02-109 Warsaw
- Poland
| | - Bartosz Trzaskowski
- Laboratory of Biomodeling
- Faculty of Chemistry & Biological and Chemical Research Centre
- University of Warsaw
- 02-093 Warsaw
- Poland
| | - Krzysztof Mlynarczyk
- Laboratory of Biomodeling
- Faculty of Chemistry & Biological and Chemical Research Centre
- University of Warsaw
- 02-093 Warsaw
- Poland
| | - Przemyslaw Miszta
- Laboratory of Biomodeling
- Faculty of Chemistry & Biological and Chemical Research Centre
- University of Warsaw
- 02-093 Warsaw
- Poland
| | - Manickam Gurusaran
- Supercomputer Education and Research Centre
- Indian Institute of Science
- Bangalore
- India
- Children's Hospital
| | | | | | - Slawomir Filipek
- Laboratory of Biomodeling
- Faculty of Chemistry & Biological and Chemical Research Centre
- University of Warsaw
- 02-093 Warsaw
- Poland
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