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Liu H, Wang L, Lin G, Feng Y. Recent progress in the fabrication of flexible materials for wearable sensors. Biomater Sci 2021; 10:614-632. [PMID: 34797359 DOI: 10.1039/d1bm01136g] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Wearable sensors have been widely studied because of their small size, light weight, and potential for the noninvasive tracking and monitoring of human physiological information. Wearable flexible sensors generally consist of two parts: a flexible substrate in contact with the skin and a signal processing module. At present, wearable electronics cover many fields, such as machinery, physics, chemistry, materials science, and biomedicine. The design concept and selection of materials are very important to the function of a sensor. In this review, we summarize the latest developments in flexible materials for wearable sensors, including developments in flexible materials, electrode materials, and new flexible biodegradable materials, and describe the important role of innovation in material and sensor design in the development of wearable flexible sensors. Strategies and challenges related to the improvement of the performances of wearable flexible sensors, as well as the development prospects of wearable devices based on flexible materials, are also discussed.
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Affiliation(s)
- Hengxin Liu
- Qilu University of Technology (Shandong Academy of Sciences), School of Mechanical and Automotive Engineering, Jinan 250353, China. .,Shandong Institute of Mechanical Design and Research, Jinan 250031, China
| | - Li Wang
- Qilu University of Technology (Shandong Academy of Sciences), School of Mechanical and Automotive Engineering, Jinan 250353, China. .,Shandong Institute of Mechanical Design and Research, Jinan 250031, China
| | - Guimei Lin
- School of Pharmaceutical Science, Shandong University, Jinan 250012, China.
| | - Yihua Feng
- Qilu University of Technology (Shandong Academy of Sciences), School of Mechanical and Automotive Engineering, Jinan 250353, China. .,Shandong Institute of Mechanical Design and Research, Jinan 250031, China
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102
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Lucío MI, Cubells-Gómez A, Maquieira Á, Bañuls MJ. Hydrogel-based holographic sensors and biosensors: past, present, and future. Anal Bioanal Chem 2021; 414:993-1014. [PMID: 34757475 DOI: 10.1007/s00216-021-03746-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 09/25/2021] [Accepted: 10/21/2021] [Indexed: 02/07/2023]
Abstract
Hydrogel-based holographic sensors consist of a holographic pattern in a responsive hydrogel that diffracts light at different wavelengths depending on the dimensions and refractive index changes in the material. The material composition of hydrogels can be designed to be specifically responsive to different stimuli, and thus the diffraction pattern can correlate with the amount of analyte. According to this general principle, different approaches have been implemented to achieve label-free optical sensors and biosensors, with advantages such as easy fabrication or naked-eye detection. A review on the different approaches, sensing materials, measurement principles, and detection setups, and future perspectives is offered.
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Affiliation(s)
- María Isabel Lucío
- Interuniversity Research Institute for Molecular Recognition and Technological Development (IDM), Polytechnic University of Valencia, Camino de Vera s/n, 5M, 46022, Valencia, Spain
| | - Aitor Cubells-Gómez
- Interuniversity Research Institute for Molecular Recognition and Technological Development (IDM), Polytechnic University of Valencia, Camino de Vera s/n, 5M, 46022, Valencia, Spain
| | - Ángel Maquieira
- Interuniversity Research Institute for Molecular Recognition and Technological Development (IDM), Polytechnic University of Valencia, Camino de Vera s/n, 5M, 46022, Valencia, Spain
- Department of Chemistry, Polytechnic University of Valencia, Camino de Vera s/n, 5M, 46022, Valencia, Spain
| | - María-José Bañuls
- Interuniversity Research Institute for Molecular Recognition and Technological Development (IDM), Polytechnic University of Valencia, Camino de Vera s/n, 5M, 46022, Valencia, Spain.
- Department of Chemistry, Polytechnic University of Valencia, Camino de Vera s/n, 5M, 46022, Valencia, Spain.
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103
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Qi J, Su G, Li Z. Gel-Based Luminescent Conductive Materials and Their Applications in Biosensors and Bioelectronics. MATERIALS (BASEL, SWITZERLAND) 2021; 14:6759. [PMID: 34832161 PMCID: PMC8621303 DOI: 10.3390/ma14226759] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 10/31/2021] [Accepted: 11/04/2021] [Indexed: 12/27/2022]
Abstract
The gel is an ideal platform for fabricating materials for bio-related applications due to its good biocompatibility, adjustable mechanical strength, and flexible and diversified functionalization. In recent decades, gel-based luminescent conductive materials that possess additional luminescence and conductivity simultaneously advanced applications in biosensors and bioelectronics. Herein, a comprehensive overview of gel-based luminescent conductive materials is summarized in this review. Gel-based luminescent conductive materials are firstly outlined, highlighting their fabrication methods, network structures, and functions. Then, their applications in biosensors and bioelectronics fields are illustrated. Finally, challenges and future perspectives of this emerging field are discussed with the hope of inspire additional ideas.
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Affiliation(s)
- Jiajin Qi
- Institute of Engineering Medicine, Beijing Institute of Technology, Beijing 100081, China; (J.Q.); (G.S.)
- Beijing Key Laboratory for Separation and Analysis in Biomedicine and Pharmaceuticals, Beijing Institute of Technology, Beijing 100081, China
| | - Gongmeiyue Su
- Institute of Engineering Medicine, Beijing Institute of Technology, Beijing 100081, China; (J.Q.); (G.S.)
- Beijing Key Laboratory for Separation and Analysis in Biomedicine and Pharmaceuticals, Beijing Institute of Technology, Beijing 100081, China
| | - Zhao Li
- Institute of Engineering Medicine, Beijing Institute of Technology, Beijing 100081, China; (J.Q.); (G.S.)
- Beijing Key Laboratory for Separation and Analysis in Biomedicine and Pharmaceuticals, Beijing Institute of Technology, Beijing 100081, China
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104
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Yan T, Zhang G, Chai H, Qu L, Zhang X. Flexible Biosensors Based on Colorimetry, Fluorescence, and Electrochemistry for Point-of-Care Testing. Front Bioeng Biotechnol 2021; 9:753692. [PMID: 34650963 PMCID: PMC8505690 DOI: 10.3389/fbioe.2021.753692] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 09/13/2021] [Indexed: 12/24/2022] Open
Abstract
With the outbreak and pandemic of COVID-19, point-of-care testing (POCT) systems have been attracted much attention due to their significant advantages of small batches of samples, user-friendliness, easy-to-use and simple detection. Among them, flexible biosensors show practical significance as their outstanding properties in terms of flexibility, portability, and high efficiency, which provide great convenience for users. To construct highly functional flexible biosensors, abundant kinds of polymers substrates have been modified with sufficient properties to address certain needs. Paper-based biosensors gain considerable attention as well, owing to their foldability, lightweight and adaptability. The other important flexible biosensor employs textiles as substrate materials, which has a promising prospect in the area of intelligent wearable devices. In this feature article, we performed a comprehensive review about the applications of flexible biosensors based on the classification of substrate materials (polymers, paper and textiles), and illustrated the strategies to design effective and artificial sensing platforms, including colorimetry, fluorescence, and electrochemistry. It is demonstrated that flexible biosensors play a prominent role in medical diagnosis, prognosis, and healthcare.
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Affiliation(s)
- Tingyi Yan
- State Key Laboratory of Bio-Fibers and Eco-Textiles, Intelligent Wearable Engineering Research Center of Qingdao, Research Center for Intelligent and Wearable Technology, College of Textiles and Clothing, Qingdao, China
| | - Guangyao Zhang
- State Key Laboratory of Bio-Fibers and Eco-Textiles, Intelligent Wearable Engineering Research Center of Qingdao, Research Center for Intelligent and Wearable Technology, College of Textiles and Clothing, Qingdao, China
| | - Huining Chai
- School of Environmental and Municipal Engineering, Qingdao University of Technology, Qingdao, China
| | - Lijun Qu
- State Key Laboratory of Bio-Fibers and Eco-Textiles, Intelligent Wearable Engineering Research Center of Qingdao, Research Center for Intelligent and Wearable Technology, College of Textiles and Clothing, Qingdao, China
| | - Xueji Zhang
- School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China
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105
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Mugo SM, Alberkant J, Bernstein N, Zenkina OV. Flexible electrochemical aptasensor for cortisol detection in human sweat. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2021; 13:4169-4173. [PMID: 34554157 DOI: 10.1039/d1ay01233a] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
This communication demonstrates an electrochemical DNA aptasensor for the detection of cortisol in human sweat. The aptasensor was fabricated via layer-by-layer assembly on stretchable polydimethylsiloxane (PDMS) coated with conductive nanoporous carbon nanotube-cellulose nanocrystals (CNC/CNT) film using a linker to a cortisol specific DNA aptamer. The flexible cortisol aptasensor had a dynamic range of 2.5-35 ng mL-1. The aptasensor precision was determined to be 2.7% relative standard deviation (%RSD) across the concentration dynamic range. The aptasensor was determined to have a limit of detection (LOD) of ∼ 1.8 ng mL-1. The aptasensor was demonstrated to have high selectivity to cortisol and was unresponsive to interfering species including glucose, sodium lactate, and β-estradiol. The aptasensor was successfully evaluated for the detection of cortisol in human sweat indicative of its high specificity.
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Affiliation(s)
- Samuel M Mugo
- Physical Sciences Department, MacEwan University, Edmonton, AB T5J 4S2, Canada.
| | - Jonathan Alberkant
- Physical Sciences Department, MacEwan University, Edmonton, AB T5J 4S2, Canada.
| | - Nina Bernstein
- Department of Biological Sciences, MacEwan University, Edmonton, Canada
| | - Olena V Zenkina
- Department of Chemistry, University of Ontario Institute of Technology, Ontario, Canada
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106
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Puiggalí-Jou A, Babeli I, Roa JJ, Zoppe JO, Garcia-Amorós J, Ginebra MP, Alemán C, García-Torres J. Remote Spatiotemporal Control of a Magnetic and Electroconductive Hydrogel Network via Magnetic Fields for Soft Electronic Applications. ACS APPLIED MATERIALS & INTERFACES 2021; 13:42486-42501. [PMID: 34469100 PMCID: PMC8594865 DOI: 10.1021/acsami.1c12458] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Multifunctional hydrogels are a class of materials offering new opportunities for interfacing living organisms with machines due to their mechanical compliance, biocompatibility, and capacity to be triggered by external stimuli. Here, we report a dual magnetic- and electric-stimuli-responsive hydrogel with the capacity to be disassembled and reassembled up to three times through reversible cross-links. This allows its use as an electronic device (e.g., temperature sensor) in the cross-linked state and spatiotemporal control through narrow channels in the disassembled state via the application of magnetic fields, followed by reassembly. The hydrogel consists of an interpenetrated polymer network of alginate (Alg) and poly(3,4-ethylenedioxythiophene) (PEDOT), which imparts mechanical and electrical properties, respectively. In addition, the incorporation of magnetite nanoparticles (Fe3O4 NPs) endows the hydrogel with magnetic properties. After structural, (electro)chemical, and physical characterization, we successfully performed dynamic and continuous transport of the hydrogel through disassembly, transporting the polymer-Fe3O4 NP aggregates toward a target using magnetic fields and its final reassembly to recover the multifunctional hydrogel in the cross-linked state. We also successfully tested the PEDOT/Alg/Fe3O4 NP hydrogel for temperature sensing and magnetic hyperthermia after various disassembly/re-cross-linking cycles. The present methodology can pave the way to a new generation of soft electronic devices with the capacity to be remotely transported.
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Affiliation(s)
- Anna Puiggalí-Jou
- Departament
d’Enginyeria Química, EEBE, Universitat Politècnica de Catalunya, C/ Eduard Maristany, 10-14, 08019 Barcelona, Spain
| | - Ismael Babeli
- Departament
d’Enginyeria Química, EEBE, Universitat Politècnica de Catalunya, C/ Eduard Maristany, 10-14, 08019 Barcelona, Spain
| | - Joan Josep Roa
- CIEFMA
(Center for Research in Structural Integrity, Reliability and Micromechanics
of Materials)-Department of Materials Science and Engineering, EEBE, Universitat Politècnica de Catalunya-BarcelonaTech, 08019 Barcelona, Spain
- Barcelona
Research Center in Multiscale Science and Engineering, Universitat Politècnica de Catalunya, 08930 Barcelona, Spain
| | - Justin O. Zoppe
- Department
of Materials Science and Engineering, Universitat
Politècnica de Catalunya (UPC), 08019 Barcelona, Spain
| | - Jaume Garcia-Amorós
- Grup
de Materials Orgànics, Departament de Química Inorgànica
i Orgànica (Secció de Química Orgànica), Universitat de Barcelona, Martí i Franquès, 1, 08028 Barcelona, Spain
- Institut
de Nanociència i Nanotecnologia (IN2UB), Universitat de Barcelona, 08028 Barcelona, Spain
| | - Maria-Pau Ginebra
- Barcelona
Research Center in Multiscale Science and Engineering, Universitat Politècnica de Catalunya, 08930 Barcelona, Spain
- Biomaterials,
Biomechanics and Tissue Engineering Group, Department of Materials
Science and Engineering, Universitat Politècnica
de Catalunya (UPC), 08019 Barcelona, Spain
- Institute
for Bioengineering of Catalonia (IBEC), Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 10-12, 08028 Barcelona, Spain
| | - Carlos Alemán
- Departament
d’Enginyeria Química, EEBE, Universitat Politècnica de Catalunya, C/ Eduard Maristany, 10-14, 08019 Barcelona, Spain
- Barcelona
Research Center in Multiscale Science and Engineering, Universitat Politècnica de Catalunya, 08930 Barcelona, Spain
- Institute
for Bioengineering of Catalonia (IBEC), Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 10-12, 08028 Barcelona, Spain
| | - Jose García-Torres
- Barcelona
Research Center in Multiscale Science and Engineering, Universitat Politècnica de Catalunya, 08930 Barcelona, Spain
- Biomaterials,
Biomechanics and Tissue Engineering Group, Department of Materials
Science and Engineering, Universitat Politècnica
de Catalunya (UPC), 08019 Barcelona, Spain
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107
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Liu R, Cui L, Wang H, Chen Q, Guan Y, Zhang Y. Tough, Resilient, Adhesive, and Anti-Freezing Hydrogels Cross-Linked with a Macromolecular Cross-Linker for Wearable Strain Sensors. ACS APPLIED MATERIALS & INTERFACES 2021; 13:42052-42062. [PMID: 34435780 DOI: 10.1021/acsami.1c12687] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Ideal conductive hydrogels for flexible, wearable strain sensors should be tough, highly resilient, adhesive, and anti-freezing. However, such hydrogels are difficult to design. Herein, a multifunctional macromolecular cross-linker (MC) based on poly(hydroxyethyl-l-glutamine) was designed and used to synthesize the hydrogels. Cross-linking with the MC leads to a reduced inhomogeneity of the gel network. Therefore, the mechanical properties of the gels are significantly improved compared with the ordinary hydrogels cross-linked with the conventional cross-linker N,N-methylenebisacrylamide (BIS). The MC-cross-linked gels also exhibit high resilience. At the same time, replacing BIS with MC significantly improves the adhesive properties of the gel, which is attributed to the introduction of a large amount of adhesive groups with the MC. The gels can stick to various substrates including skin. The good tissue adhesiveness of the gel allows it to stick to skin by itself without using any straps or adhesive tapes when used as a flexible wearable strain sensor. Both large and subtle human movements were successfully monitored using the sensor. The signals are highly stable and reliable, thanks to the high resilience of the gel. The introduction of the polar groups also improved dramatically the anti-freezing properties of the gels. Even at -20 °C, the gels still remained highly flexible and stretchable, therefore allowing the gel-based sensor to work at sub-zero temperatures. The excellent toughness, resilience, tissue-adhesiveness, and anti-freezing properties of the gel make it a good choice for a flexible wearable sensor.
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Affiliation(s)
- Rui Liu
- Key Laboratory of Functional Polymer Materials and State Key Laboratory of Medicinal Chemical Biology, Institute of Polymer Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| | - Lei Cui
- Key Laboratory of Functional Polymer Materials and State Key Laboratory of Medicinal Chemical Biology, Institute of Polymer Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| | - Haozheng Wang
- Key Laboratory of Functional Polymer Materials and State Key Laboratory of Medicinal Chemical Biology, Institute of Polymer Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| | - Qianbing Chen
- Key Laboratory of Functional Polymer Materials and State Key Laboratory of Medicinal Chemical Biology, Institute of Polymer Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| | - Ying Guan
- Key Laboratory of Functional Polymer Materials and State Key Laboratory of Medicinal Chemical Biology, Institute of Polymer Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| | - Yongjun Zhang
- Key Laboratory of Functional Polymer Materials and State Key Laboratory of Medicinal Chemical Biology, Institute of Polymer Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
- School of Material Science and Engineering, Tiangong University, Tianjin 300387, China
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108
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Lan J, Zhou B, Yin C, Weng L, Ni W, Shi LY. Zwitterionic dual-network strategy for highly stretchable and transparent ionic conductor. POLYMER 2021. [DOI: 10.1016/j.polymer.2021.124111] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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109
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George Kerry R, Ukhurebor KE, Kumari S, Maurya GK, Patra S, Panigrahi B, Majhi S, Rout JR, Rodriguez-Torres MDP, Das G, Shin HS, Patra JK. A comprehensive review on the applications of nano-biosensor-based approaches for non-communicable and communicable disease detection. Biomater Sci 2021; 9:3576-3602. [PMID: 34008586 DOI: 10.1039/d0bm02164d] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The outstretched applications of biosensors in diverse domains has become the reason for their attraction for scientific communities. Because they are analytical devices, they can detect both quantitative and qualitative biological components through the generation of detectable signals. In the recent past, biosensors witnessed significant changes and developments in their design as well as features. Nanotechnology has revolutionized sensing phenomena by increasing biodiagnostic capacity in terms of specificity, size, and cost, resulting in exceptional sensitivity and flexibility. The steep increase of non-communicable diseases across the world has emerged as a matter of concern. In parallel, the abrupt outbreak of communicable diseases poses a serious threat to mankind. For decreasing the morbidity and mortality associated with various communicable and non-communicable diseases, early detection and subsequent treatment are indispensable. Detection of different biological markers generates quantifiable signals that can be electrochemical, mass-based, optical, thermal, or piezoelectric. Speculating on the incumbent applicability and versatility of nano-biosensors in large disciplines, this review highlights different types of biosensors along with their components and detection mechanisms. Moreover, it deals with the current advancements made in biosensors and the applications of nano-biosensors in detection of various non-communicable and communicable diseases, as well as future prospects of nano-biosensors for diagnostics.
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Affiliation(s)
- Rout George Kerry
- Department of Biotechnology, Utkal University, Vani Vihar, Bhubaneswar, Odisha 751004, India
| | - Kingsley Eghonghon Ukhurebor
- Climatic/Environmental/Telecommunication Unit, Department of Physics, Edo University Iyamho, P.B.M. 04, Auchi, 312101, Edo State, Nigeria
| | - Swati Kumari
- Biopioneer Private limited, Bhubaneswar, Odisha 751024, India
| | - Ganesh Kumar Maurya
- Zoology Section, Mahila MahaVidyalya, Banaras Hindu University, Varanasi-221005, India
| | - Sushmita Patra
- Department of Biotechnology, North Odissa University, Takatpur, Baripada, Odisha 757003, India
| | - Bijayananda Panigrahi
- Biopioneer Private limited, Bhubaneswar, Odisha 751024, India and School of Biotechnology, Kalinga Institute of Industrial Technology, Bhubaneswar, Odisha 751024, India
| | - Sanatan Majhi
- Department of Biotechnology, Utkal University, Vani Vihar, Bhubaneswar, Odisha 751004, India
| | | | - María Del Pilar Rodriguez-Torres
- Departamento de Ingeniería Molecular de Materiales, Centro de Física Aplicada y Tecnología Avanzada, Universidad Nacional Autónoma de México, Blvd Juriquilla 3001, 76230, Querétaro, Mexico
| | - Gitishree Das
- Research Institute of Biotechnology & Medical Converged Science, Dongguk University-Seoul, Goyangsi, Republic of Korea.
| | - Han-Seung Shin
- Department of Food Science & Biotechnology, Dongguk University-Seoul, Goyangsi, Republic of Korea
| | - Jayanta Kumar Patra
- Research Institute of Biotechnology & Medical Converged Science, Dongguk University-Seoul, Goyangsi, Republic of Korea.
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110
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111
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Xiong Y, Zhang X, Ma X, Wang W, Yan F, Zhao X, Chu X, Xu W, Sun C. A review of the properties and applications of bioadhesive hydrogels. Polym Chem 2021. [DOI: 10.1039/d1py00282a] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Due to their outstanding properties, bioadhesive hydrogels have been extensively studied by researchers in recent years.
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Affiliation(s)
- Yingshuo Xiong
- School of Chemistry and Materials Science
- Ludong University
- Yantai 264025
- China
| | - Xiaoran Zhang
- School of Chemistry and Materials Science
- Ludong University
- Yantai 264025
- China
| | - Xintao Ma
- School of Chemistry and Materials Science
- Ludong University
- Yantai 264025
- China
| | - Wenqi Wang
- School of Chemistry and Materials Science
- Ludong University
- Yantai 264025
- China
| | - Feiyan Yan
- School of Chemistry and Materials Science
- Ludong University
- Yantai 264025
- China
| | - Xiaohan Zhao
- School of Chemistry and Materials Science
- Ludong University
- Yantai 264025
- China
| | - Xiaoxiao Chu
- School of Chemistry and Materials Science
- Ludong University
- Yantai 264025
- China
| | - Wenlong Xu
- School of Chemistry and Materials Science
- Ludong University
- Yantai 264025
- China
| | - Changmei Sun
- School of Chemistry and Materials Science
- Ludong University
- Yantai 264025
- China
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