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Kotwal N, Pathania D, Singh A, Din Sheikh ZU, Kothari R. Enzyme immobilization with nanomaterials for hydrolysis of lignocellulosic biomass: Challenges and future Perspectives. Carbohydr Res 2024; 543:109208. [PMID: 39013334 DOI: 10.1016/j.carres.2024.109208] [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: 05/12/2024] [Revised: 07/09/2024] [Accepted: 07/10/2024] [Indexed: 07/18/2024]
Abstract
Enzyme immobilization has emerged as a prodigious strategy in the enzymatic hydrolysis of lignocellulosic biomass (LCB) promising enhanced efficacy and stability of the enzymes. Further, enzyme immobilization on magnetic nanoparticles (MNPs) facilitates the easy recovery and reuse of biocatalysts. This results in the development of a nanobiocatalytic system, that serves as an eco-friendly and inexpensive LCB deconstruction approach. This review provides an overview of nanomaterials used for immobilization with special emphasis on the nanomaterial-enzyme interactions and strategies of immobilization. After the succinct outline of the immobilization procedures and supporting materials, a comprehensive assessment of the catalysis enabled by nanomaterial-immobilized biocatalysts for the conversion and degradation of lignocellulosic biomasses is provided by gathering state-of-the-art examples. The challenges and future directions associated with this technique providing a potential solution in the present article. Insight on the recent advancements in the process of nanomaterial-based immobilization for the hydrolysis of lignocellulosic biomass has also been highlighted in the article.
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Affiliation(s)
- Neha Kotwal
- Department of Environmental Sciences, Central University of Jammu, Rahya-Suchani, (Bagla) Samba, J&K, 181143, India
| | - Deepak Pathania
- Department of Environmental Sciences, Central University of Jammu, Rahya-Suchani, (Bagla) Samba, J&K, 181143, India.
| | - Anita Singh
- Department of Environmental Sciences, Central University of Jammu, Rahya-Suchani, (Bagla) Samba, J&K, 181143, India; Department of Environmental Studies, Central University of Haryana, Jant-Pali, Mahendergarh, 123031, Haryana, India.
| | - Zaheer Ud Din Sheikh
- Department of Environmental Sciences, Central University of Jammu, Rahya-Suchani, (Bagla) Samba, J&K, 181143, India
| | - Richa Kothari
- Department of Environmental Sciences, Central University of Jammu, Rahya-Suchani, (Bagla) Samba, J&K, 181143, India
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2
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Xu Z, Zhang L, Sun T, Zhou C, Xiao S, Yin H, Gong M, Zhang D, Liu Y. GSH‐Responsive Dnase‐I‐Loaded MnO
x
Nanoplatforms for Combined Protein‐Chemodynamic Therapy. ADVANCED NANOBIOMED RESEARCH 2022. [DOI: 10.1002/anbr.202200120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Affiliation(s)
- Zhongsheng Xu
- Department of Radiology Xinqiao Hospital Army Medical University Chongqing 400037 P.R. China
| | - Liang Zhang
- Department of Radiology Xinqiao Hospital Army Medical University Chongqing 400037 P.R. China
| | - Tao Sun
- Department of Radiology Xinqiao Hospital Army Medical University Chongqing 400037 P.R. China
| | - Chunyu Zhou
- Department of Radiology Xinqiao Hospital Army Medical University Chongqing 400037 P.R. China
| | - Shilin Xiao
- Department of Radiology Xinqiao Hospital Army Medical University Chongqing 400037 P.R. China
| | - Hong Yin
- Department of Orthopedics Xinqiao Hospital Army Medical University Chongqing 400037 P.R. China
| | - Mingfu Gong
- Department of Radiology Xinqiao Hospital Army Medical University Chongqing 400037 P.R. China
| | - Dong Zhang
- Department of Radiology Xinqiao Hospital Army Medical University Chongqing 400037 P.R. China
| | - Yun Liu
- Department of Radiology Xinqiao Hospital Army Medical University Chongqing 400037 P.R. China
- Department of Radiology Second Affiliated Hospital of Chongqing Medical University Chongqing 400010 P.R. China
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Sankaran R, Markandan K, Khoo KS, Cheng CK, Ashokkumar V, Deepanraj B, Show PL. The Expansion of Lignocellulose Biomass Conversion Into Bioenergy via Nanobiotechnology. FRONTIERS IN NANOTECHNOLOGY 2021. [DOI: 10.3389/fnano.2021.793528] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Lignocellulosic biomass has arisen as a solution to our energy and environmental challenges because it is rich in feedstock that can be converted to biofuels. Converting lignocellulosic biomass to sugar is a complicated system involved in the bioconversion process. There are indeed a variety of techniques that have been utilized in the bioconversion process consisting of physical, chemical, and biological approaches. However, most of them have drawbacks when used on a large scale, which include the high cost of processing, the development of harmful inhibitors, and the detoxification of the inhibitors that have been produced. These constraints, taken together, hinder the effectiveness of current solutions and demand for the invention of a new, productive, cost-effective, and environmentally sustainable technique for LB processing. In this context, the approach of nanotechnology utilizing various nanomaterials and nanoparticles in treating lignocellulose biomass and bioenergy conversion has achieved increased interest and has been explored greatly in recent times. This mini review delves into the application of nanotechnological techniques in the bioconversion of lignocellulose biomass into bioenergy. This review on nanotechnological application in biomass conversion provides insights and development tools for the expansion of new sectors, resulting in excellent value and productivity, contributing to the long-term economic progress.
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Roy S, Dikshit PK, Sherpa KC, Singh A, Jacob S, Chandra Rajak R. Recent nanobiotechnological advancements in lignocellulosic biomass valorization: A review. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2021; 297:113422. [PMID: 34351298 DOI: 10.1016/j.jenvman.2021.113422] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 07/15/2021] [Accepted: 07/26/2021] [Indexed: 05/22/2023]
Abstract
Increase in human population, rapid industrialization, excessive utilization of fossil fuel utilization and anthropogenic activities have caused serious threats to the environment in terms of greenhouse gas emissions (GHGs), global warming, air pollution, acid rain, etc. This destruction in sustainability can be averted by a paradigm shift in the fuel production from fossil resources to bioenergy. Amongst different forms of bioenergy, lignocellulosic biomass can be utilized as an attractive substrate for the production of several high-value products owing to its renewability, easy availability, and abundance. Additionally, utilization of these waste biomasses reduces the environmental hazards associated with its disposal. Impedance of lignin and crystalline nature of cellulose pose major bottlenecks in biomass based energy. Though, several physio-chemicals processes are recommended as mitigation route but none of them seems to be promising for large scale application. In recent years, a right fusion of biological treatment combined with nanotechnology for efficient pretreatment and subsequent hydrolysis of biomass by ubiquitous enzymes seems to be promising alternative. In addition, to overcome these difficulties, nanotechnology-based methods have been recently adopted in catalytic valorization of lignocellulosic biomass. The present review has critically discussed the application of nano-biotechnology in lignocellulosic biomass valorization in terms of pretreatment and hydrolysis. A detailed discussion on the application of various nanoparticles in these processes, enzyme immobilization and end-production utilization is presented in this review. Finally, the review emphasizes the major challenges of this process along with different routes and recommendations to address the issues.
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Affiliation(s)
- Sharmili Roy
- Division of Oncology, School of Medicine, Stanford University, CA, 94305, USA
| | - Pritam Kumar Dikshit
- Department of Life Sciences, School of Basic Sciences and Research, Sharda University, Greater Noida, 201310, India
| | - Knawang Chhunji Sherpa
- Advanced Technology Development Centre, Indian Institute of Technology, Kharagpur, 721302, India
| | - Anshu Singh
- Agricultural and Food Engineering Department, Indian Institute of Technology, Kharagpur, 721302, India
| | - Samuel Jacob
- Department of Biotechnology, School of Engineering, SRM Institute of Science and Technology, Kattankulathur, India
| | - Rajiv Chandra Rajak
- Department of Botany, Marwari College, Ranchi University, Ranchi, 834008, India.
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Olatunji KO, Ahmed NA, Ogunkunle O. Optimization of biogas yield from lignocellulosic materials with different pretreatment methods: a review. BIOTECHNOLOGY FOR BIOFUELS 2021; 14:159. [PMID: 34281615 PMCID: PMC8287798 DOI: 10.1186/s13068-021-02012-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 07/09/2021] [Indexed: 05/10/2023]
Abstract
Population increase and industrialization has resulted in high energy demand and consumptions, and presently, fossil fuels are the major source of staple energy, supplying 80% of the entire consumption. This has contributed immensely to the greenhouse gas emission and leading to global warming, and as a result of this, there is a tremendous urgency to investigate and improve fresh and renewable energy sources worldwide. One of such renewable energy sources is biogas that is generated by anaerobic fermentation that uses different wastes such as agricultural residues, animal manure, and other organic wastes. During anaerobic digestion, hydrolysis of substrates is regarded as the most crucial stage in the process of biogas generation. However, this process is not always efficient because of the domineering stableness of substrates to enzymatic or bacteria assaults, but substrates' pretreatment before biogas production will enhance biogas production. The principal objective of pretreatments is to ease the accessibility of the enzymes to the lignin, cellulose, and hemicellulose which leads to degradation of the substrates. Hence, the use of pretreatment for catalysis of lignocellulose substrates is beneficial for the production of cost-efficient and eco-friendly process. In this review, we discussed different pretreatment technologies of hydrolysis and their restrictions. The review has shown that different pretreatments have varying effects on lignin, cellulose, and hemicellulose degradation and biogas yield of different substrate and the choice of pretreatment technique will devolve on the intending final products of the process.
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Affiliation(s)
- Kehinde Oladoke Olatunji
- Department of Mechanical Engineering Science, Faculty of Engineering and Built Environment, University of Johannesburg, Johannesburg, South Africa.
| | - Noor A Ahmed
- Department of Mechanical Engineering Science, Faculty of Engineering and Built Environment, University of Johannesburg, Johannesburg, South Africa
| | - Oyetola Ogunkunle
- Department of Mechanical Engineering Science, Faculty of Engineering and Built Environment, University of Johannesburg, Johannesburg, South Africa
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Hong T, Qiu L, Zhou S, Cai Z, Cui P, Zheng R, Wang J, Tan S, Jiang P. How does DNA 'meet' capillary-based microsystems? Analyst 2021; 146:48-63. [PMID: 33211035 DOI: 10.1039/d0an01336f] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
DNA possesses various chemical and physical properties which make it important in biological analysis. The opportunity for DNA to 'meet' capillary-based microsystems is rapidly increasing owing to the expanding development of miniaturization. Novel capillary-based methods can provide favourable platforms for DNA-ligand interaction assay, DNA translocation study, DNA separation, DNA aptamer selection, DNA amplification assay, and DNA digestion. Meanwhile, DNA exhibits great potential in the fabrication of new capillary-based biosensors and enzymatic bioreactors. Moreover, DNA has received significant research interest in improving capillary electrophoresis (CE) performance. We focus on highlighting the advantages of combining DNA and capillary-based microsystems. The general trend presented in this review suggests that the 'meeting' has offered a stepping stone for the application of DNA and capillary-based microsystems in the field of analytical chemistry.
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Affiliation(s)
- Tingting Hong
- School of Pharmacy, Changzhou University, Changzhou, Jiangsu 213164, China.
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7
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Fatima SW, Barua S, Sardar M, Khare SK. Immobilization of Transglutaminase on multi-walled carbon nanotubes and its application as bioinspired hydrogel scaffolds. Int J Biol Macromol 2020; 163:1747-1758. [DOI: 10.1016/j.ijbiomac.2020.09.091] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 09/07/2020] [Accepted: 09/10/2020] [Indexed: 02/06/2023]
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8
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Current Developments in Lignocellulosic Biomass Conversion into Biofuels Using Nanobiotechology Approach. ENERGIES 2020. [DOI: 10.3390/en13205300] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The conversion of lignocellulosic biomass (LB) to sugar is an intricate process which is the costliest part of the biomass conversion process. Even though acid/enzyme catalysts are usually being used for LB hydrolysis, enzyme immobilization has been recognized as a potential strategy nowadays. The use of nanobiocatalysts increases hydrolytic efficiency and enzyme stability. Furthermore, biocatalyst/enzyme immobilization on magnetic nanoparticles enables easy recovery and reuse of enzymes. Hence, the exploitation of nanobiocatalysts for LB to biofuel conversion will aid in developing a lucrative and sustainable approach. With this perspective, the effects of nanobiocatalysts on LB to biofuel production were reviewed here. Several traits, such as switching the chemical processes using nanomaterials, enzyme immobilization on nanoparticles for higher reaction rates, recycling ability and toxicity effects on microbial cells, were highlighted in this review. Current developments and viability of nanobiocatalysts as a promising option for enhanced LB conversion into the biofuel process were also emphasized. Mostly, this would help in emerging eco-friendly, proficient, and cost-effective biofuel technology.
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Li Y, Wu H, Su Z. Enzyme-based hybrid nanoflowers with high performances for biocatalytic, biomedical, and environmental applications. Coord Chem Rev 2020. [DOI: 10.1016/j.ccr.2020.213342] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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10
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Haskell AK, Sulman AM, Golikova EP, Stein BD, Pink M, Morgan DG, Lakina NV, Karpenkov AY, Tkachenko OP, Sulman EM, Matveeva VG, Bronstein LM. Glucose Oxidase Immobilized on Magnetic Zirconia: Controlling Catalytic Performance and Stability. ACS OMEGA 2020; 5:12329-12338. [PMID: 32548416 PMCID: PMC7271398 DOI: 10.1021/acsomega.0c01067] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Accepted: 05/13/2020] [Indexed: 05/28/2023]
Abstract
Here, we report the structures and properties of biocatalysts based on glucose oxidase (GOx) macromolecules immobilized on the mesoporous zirconia surface with or without magnetic iron oxide nanoparticles (IONPs) in zirconia pores. Properties of these biocatalysts were studied in oxidation of d-glucose to d-gluconic acid at a wide range of pH and temperatures. We demonstrate that the calcination temperature (300, 400, or 600 °C) of zirconia determines its structure, with crystalline materials obtained at 400 and 600 °C. This, in turn, influences the catalytic behavior of immobilized GOx, which was tentatively assigned to the preservation of GOx conformation on the crystalline support surface. IONPs significantly enhance the biocatalyst activity due to synergy with the enzyme. At the same time, neither support porosity nor acidity/basicity shows correlations with the properties of this biocatalyst. The highest relative activity of 98% (of native GOx) at a pH 6-7 and temperature of 40-45 °C was achieved for the biocatalyst based on ZrO2 calcined at 600 °C and containing IONPs. This process is green as it is characterized by a high atom economy due to the formation of a single product with high selectivity and conversion and minimization of waste due to magnetic separation of the catalyst from an aqueous solution. These and an exceptional stability of this catalyst in 10 consecutive reactions (7% relative activity loss) make it favorable for practical applications.
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Affiliation(s)
- Angela K. Haskell
- Department of Chemistry, Indiana University, 800 E. Kirkwood Av., Bloomington, Indiana 47405, United
States
| | - Aleksandrina M. Sulman
- Department of Biotechnology and Chemistry, Tver State Technical University, 22 A. Nikitina Street, Tver 170026, Russia
| | - Ekaterina P. Golikova
- Regional Technological
Center, Tver State University, Zhelyabova Str., 33, Tver 170100, Russia
| | - Barry D. Stein
- Department
of Biology, Indiana University, 1001 E. Third Street, Bloomington, Indiana 47405, United States
| | - Maren Pink
- Department of Chemistry, Indiana University, 800 E. Kirkwood Av., Bloomington, Indiana 47405, United
States
| | - David Gene Morgan
- Department of Chemistry, Indiana University, 800 E. Kirkwood Av., Bloomington, Indiana 47405, United
States
| | - Natalya V. Lakina
- Department of Biotechnology and Chemistry, Tver State Technical University, 22 A. Nikitina Street, Tver 170026, Russia
| | - Alexey Yu. Karpenkov
- Regional Technological
Center, Tver State University, Zhelyabova Str., 33, Tver 170100, Russia
| | - Olga P. Tkachenko
- N. D. Zelinsky
Institute of Organic Chemistry, Russian
Academy of Sciences, 47 Leninsky Pr., Moscow 119991 Russia
| | - Esther M. Sulman
- Department of Biotechnology and Chemistry, Tver State Technical University, 22 A. Nikitina Street, Tver 170026, Russia
| | - Valentina G. Matveeva
- Department of Biotechnology and Chemistry, Tver State Technical University, 22 A. Nikitina Street, Tver 170026, Russia
- Regional Technological
Center, Tver State University, Zhelyabova Str., 33, Tver 170100, Russia
| | - Lyudmila M. Bronstein
- Department of Chemistry, Indiana University, 800 E. Kirkwood Av., Bloomington, Indiana 47405, United
States
- A.N.
Nesmeyanov Institute of Organoelement Compounds, Russian Academy of Sciences, 28 Vavilov Street, Moscow 119991 Russia
- Faculty of Science,
Department of Physics, King Abdulaziz University, Jeddah 21589 Saudi Arabia
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11
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Affiliation(s)
- Árpád Molnár
- Department of Organic Chemistry University of Szeged Dóm tér 8 Szeged 6720 Hungary
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12
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Sosa-Acosta JR, Iriarte-Mesa C, Ortega GA, Díaz-García AM. DNA–Iron Oxide Nanoparticles Conjugates: Functional Magnetic Nanoplatforms in Biomedical Applications. Top Curr Chem (Cham) 2020; 378:13. [DOI: 10.1007/s41061-019-0277-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 12/20/2019] [Indexed: 02/08/2023]
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13
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Chen C, Liu W, Hong T. Novel approaches for biomolecule immobilization in microscale systems. Analyst 2019; 144:3912-3924. [DOI: 10.1039/c9an00212j] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
This manuscript reviews novel approaches applied for biomolecule immobilization in microscale systems.
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Affiliation(s)
- Chuanpin Chen
- Xiangya School of Pharmaceutical Sciences
- Central South University
- Changsha
- China
| | - Wenfang Liu
- Xiangya School of Pharmaceutical Sciences
- Central South University
- Changsha
- China
| | - Tingting Hong
- Xiangya School of Pharmaceutical Sciences
- Central South University
- Changsha
- China
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Rai M, Ingle AP, Pandit R, Paralikar P, Biswas JK, da Silva SS. Emerging role of nanobiocatalysts in hydrolysis of lignocellulosic biomass leading to sustainable bioethanol production. CATALYSIS REVIEWS-SCIENCE AND ENGINEERING 2018. [DOI: 10.1080/01614940.2018.1479503] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Affiliation(s)
- Mahendra Rai
- Nanotechnology Lab., Department of Biotechnology, SGB Amravati University, Amravati, Maharashtra, India
| | - Avinash P. Ingle
- Department of Biotechnology, Engineering School of Lorena, University of Sao Paulo, Lorena, Sao Paulo, Brazil
| | - Raksha Pandit
- Nanotechnology Lab., Department of Biotechnology, SGB Amravati University, Amravati, Maharashtra, India
| | - Priti Paralikar
- Nanotechnology Lab., Department of Biotechnology, SGB Amravati University, Amravati, Maharashtra, India
| | - Jayanta Kumar Biswas
- Enviromicrobiology, Ecotoxicology and Ecotechnology Research Laboratory, Department of Ecological Studies, University of Kalyani, Nadia, Kalyani 741235, West Bengal, India
| | - Silvio Silverio da Silva
- Department of Biotechnology, Engineering School of Lorena, University of Sao Paulo, Lorena, Sao Paulo, Brazil
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Ates B, Ulu A, Köytepe S, Ali Noma SA, Kolat VS, Izgi T. Magnetic-propelled Fe3O4–chitosan carriers enhancel-asparaginase catalytic activity: a promising strategy for enzyme immobilization. RSC Adv 2018; 8:36063-36075. [PMID: 35558460 PMCID: PMC9088402 DOI: 10.1039/c8ra06346j] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 10/06/2018] [Indexed: 01/01/2023] Open
Abstract
Magnetic-propelled carriers comprising magnetic Fe3O4–chitosan nanoparticles were immobilized with l-asparaginase (l-ASNase). The enzyme displayed enhanced catalytic activity in a weak magnetic field, and thermal and pH stabilities. The conjugated l-ASNase presented higher thermostability and wider range of pH stability in comparison with those of free l-ASNase. Moreover, the reusability of conjugated l-ASNase significantly improved after immobilization and it retained 60.5% of its initial activity after undergoing 16 cycles. The conjugated l-ASNase maintained more than 50% and 48% initial activity after 4 weeks of storage at 4 °C and room temperature, respectively. Furthermore, we reveal that the activity of conjugated l-ASNase onto magnetic Fe3O4–chitosan particles increased by about 3-fold in the weak magnetic field at certain frequencies and flux density compared with that of free l-ASNase. Considering these excellent attributes, the magnetic-propelled mechanism in the transporting and activation of l-ASNase can be used by enhancing the catalytic activity, stability, and efficiency in vital implications for medicinal biotechnology. A magnetic-propelled carrier comprising chitosan-coated Fe3O4 nanoparticles was prepared to enhance the catalytic activity of immobilized l-asparaginase in a weak magnetic field.![]()
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Affiliation(s)
- Burhan Ates
- Department of Chemistry
- Faculty of Science & Arts
- Inonu University
- Malatya
- Turkey
| | - Ahmet Ulu
- Department of Chemistry
- Faculty of Science & Arts
- Inonu University
- Malatya
- Turkey
| | - Suleyman Köytepe
- Department of Chemistry
- Faculty of Science & Arts
- Inonu University
- Malatya
- Turkey
| | | | - Veli Serkan Kolat
- Department of Physics
- Faculty of Science & Arts
- Inonu University
- Malatya
- Turkey
| | - Tekin Izgi
- Department of Physics
- Faculty of Science & Arts
- Inonu University
- Malatya
- Turkey
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