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Ukraintsev E, Rezek B. Non-contact non-resonant atomic force microscopy method for measurements of highly mobile molecules and nanoparticles. Ultramicroscopy 2023; 253:113816. [PMID: 37531754 DOI: 10.1016/j.ultramic.2023.113816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 04/13/2023] [Accepted: 07/25/2023] [Indexed: 08/04/2023]
Abstract
Atomic force microscopy (AFM) is nowadays indispensable versatile scanning probe method widely employed for fundamental and applied research in physics, chemistry, biology as well as industrial metrology. Conventional AFM systems can operate in various environments such as ultra-high vacuum, electrolyte solutions, or controlled gas atmosphere. Measurements in ambient air are prevalent due to their technical simplicity; however, there are drawbacks such as formation of water meniscus that greatly increases attractive interaction (adhesion) between the tip and the sample, reduced spatial resolution, and too strong interactions leading to tip and/or sample modifications. Here we show how the attractive forces in AFM under ambient conditions can be used with advantage to probe surface properties in a very sensitive way even on highly mobile molecules and nanoparticles. We introduce a stable non-contact non-resonant (NCNR) AFM method which enables to reliably perform measurements in the attractive force regime even in air by controlling the tip position in the intimate surface vicinity without touching it. We demonstrate proof-of-concept results on helicene-based macrocycles, DNA on mica, and nanodiamonds on SiO2. We compare the results with other conventional AFM regimes, showing NCNR advantages such as higher spatial resolution, reduced tip contamination, and negligible sample modification. We analyze principle physical and chemical mechanisms influencing the measurements, discuss issues of stability and various possible method implementations. We explain how the NCNR method can be applied in any AFM system by a mere software modification. The method thus opens a new research field for measurements of highly sensitive and mobile nanoscale objects under air and other environments.
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Affiliation(s)
- Egor Ukraintsev
- Faculty of Electrical Engineering, Czech Technical University in Prague, Technická 2, Prague 6, 166 27, Czech Republic.
| | - Bohuslav Rezek
- Faculty of Electrical Engineering, Czech Technical University in Prague, Technická 2, Prague 6, 166 27, Czech Republic
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2
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Homma T, Terui S, Yokoyama F, Okino S, Ohta S, Kato C, Haraguchi N, Fujisawa I, Itsuno S, Ang LZP. Simple production of resilin-like protein hydrogels using the Brevibacillus secretory expression system and column-free purification. Biotechnol Bioeng 2023; 120:194-202. [PMID: 36253915 DOI: 10.1002/bit.28267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 09/28/2022] [Accepted: 10/11/2022] [Indexed: 11/11/2022]
Abstract
Resilin, an insect structural protein, has excellent flexibility, photocrosslinking properties, and temperature responsiveness. Recombinant resilin-like proteins (RLPs) can be fabricated into three-dimensional (3D) structures for use as cell culture substrates and highly elastic materials. A simplified, high-yielding production process for RLPs is required for their widespread application. This study proposes a simple production process combining extracellular expression using Brevibacillus choshinensis (B. choshinensis) and rapid column-free purification. Extracellular production was tested using four representative signal peptides; B. choshinensis was found to efficiently secrete Rec1, an RLP derived from Drosophila melanogaster, regardless of the type of signal peptide. However, it was suggested that Rec1 is altered by an increase in the pH of the culture medium associated with prolonged incubation. Production in a jar fermentor with controllable pH yielded 530 mg Rec1 per liter of culture medium, which is superior to productivity using other hosts. The secreted Rec1 was purified from the culture supernatant via (NH4 )2 SO4 and ethanol precipitations, and the purified Rec1 was applied to ring-shaped 3D hydrogels. These results indicate that the combination of secretory production using B. choshinensis and column-free purification can accelerate the further application of RLPs.
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Affiliation(s)
- Toshimasa Homma
- Division of Chemical Engineering and Biotechnology, National Institute of Technology, Ichinoseki College, Ichinoseki Iwate, Japan
| | - Shu Terui
- Division of Chemical Engineering and Biotechnology, National Institute of Technology, Ichinoseki College, Ichinoseki Iwate, Japan
| | - Fuki Yokoyama
- Division of Chemical Engineering and Biotechnology, National Institute of Technology, Ichinoseki College, Ichinoseki Iwate, Japan
| | - Saki Okino
- Division of Chemical Engineering and Biotechnology, National Institute of Technology, Ichinoseki College, Ichinoseki Iwate, Japan
| | - Sora Ohta
- Division of Chemical Engineering and Biotechnology, National Institute of Technology, Ichinoseki College, Ichinoseki Iwate, Japan
| | - Chihiro Kato
- Division of Chemical Engineering and Biotechnology, National Institute of Technology, Ichinoseki College, Ichinoseki Iwate, Japan
| | - Naoki Haraguchi
- Department of Applied Chemistry & Life Science, Toyohashi University of Technology, Toyohashi, Aichi, Japan
| | - Ikuhide Fujisawa
- Department of Applied Chemistry & Life Science, Toyohashi University of Technology, Toyohashi, Aichi, Japan
| | - Shinichi Itsuno
- Department of Applied Chemistry & Life Science, Toyohashi University of Technology, Toyohashi, Aichi, Japan.,National Institute of Technology, Gifu College, Motosu, Gifu, Japan
| | - Lily Zuin Ping Ang
- Division of Chemical Engineering and Biotechnology, National Institute of Technology, Ichinoseki College, Ichinoseki Iwate, Japan
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3
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Liu Y, Wang P, Tian J, Seidi F, Guo J, Zhu W, Xiao H, Song J. Carbohydrate-Binding Modules of Potential Resources: Occurrence in Nature, Function, and Application in Fiber Recognition and Treatment. Polymers (Basel) 2022; 14:polym14091806. [PMID: 35566977 PMCID: PMC9100146 DOI: 10.3390/polym14091806] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 04/21/2022] [Accepted: 04/24/2022] [Indexed: 02/04/2023] Open
Abstract
Great interests have recently been aroused in the independent associative domain of glycoside hydrolases that utilize insoluble polysaccharides-carbohydrate-binding module (CBM), which responds to binding while the catalytic domain reacts with the substrate. In this mini-review, we first provide a brief introduction on CBM and its subtypes including the classifications, potential sources, structures, and functions. Afterward, the applications of CBMs in substrate recognition based on different types of CBMs have been reviewed. Additionally, the progress of CBMs in paper industry as a new type of environmentally friendly auxiliary agent for fiber treatment is summarized. At last, other applications of CBMs and the future outlook have prospected. Due to the specificity in substrate recognition and diversity in structures, CBM can be a prosperous and promising ‘tool’ for wood and fiber processing in the future.
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Affiliation(s)
- Yena Liu
- International Innovation Center for Forest Chemicals and Materials and Jiangsu Co-Innovation Center for Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China; (Y.L.); (P.W.); (J.T.); (F.S.); (J.G.); (W.Z.)
| | - Peipei Wang
- International Innovation Center for Forest Chemicals and Materials and Jiangsu Co-Innovation Center for Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China; (Y.L.); (P.W.); (J.T.); (F.S.); (J.G.); (W.Z.)
| | - Jing Tian
- International Innovation Center for Forest Chemicals and Materials and Jiangsu Co-Innovation Center for Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China; (Y.L.); (P.W.); (J.T.); (F.S.); (J.G.); (W.Z.)
| | - Farzad Seidi
- International Innovation Center for Forest Chemicals and Materials and Jiangsu Co-Innovation Center for Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China; (Y.L.); (P.W.); (J.T.); (F.S.); (J.G.); (W.Z.)
| | - Jiaqi Guo
- International Innovation Center for Forest Chemicals and Materials and Jiangsu Co-Innovation Center for Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China; (Y.L.); (P.W.); (J.T.); (F.S.); (J.G.); (W.Z.)
| | - Wenyuan Zhu
- International Innovation Center for Forest Chemicals and Materials and Jiangsu Co-Innovation Center for Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China; (Y.L.); (P.W.); (J.T.); (F.S.); (J.G.); (W.Z.)
| | - Huining Xiao
- Department of Chemical Engineering, University of New Brunswick, Fredericton, NB E3B 5A3, Canada;
| | - Junlong Song
- International Innovation Center for Forest Chemicals and Materials and Jiangsu Co-Innovation Center for Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China; (Y.L.); (P.W.); (J.T.); (F.S.); (J.G.); (W.Z.)
- Correspondence: ; Tel.: +86-25-8542-8163; Fax: +86-25-8542-8689
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4
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Tempra C, Scollo F, Pannuzzo M, Lolicato F, La Rosa C. A unifying framework for amyloid-mediated membrane damage: The lipid-chaperone hypothesis. BIOCHIMICA ET BIOPHYSICA ACTA. PROTEINS AND PROTEOMICS 2022; 1870:140767. [PMID: 35144022 DOI: 10.1016/j.bbapap.2022.140767] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 01/31/2022] [Accepted: 02/01/2022] [Indexed: 12/16/2022]
Abstract
Over the past thirty years, researchers have highlighted the role played by a class of proteins or polypeptides that forms pathogenic amyloid aggregates in vivo, including i) the amyloid Aβ peptide, which is known to form senile plaques in Alzheimer's disease; ii) α-synuclein, responsible for Lewy body formation in Parkinson's disease and iii) IAPP, which is the protein component of type 2 diabetes-associated islet amyloids. These proteins, known as intrinsically disordered proteins (IDPs), are present as highly dynamic conformational ensembles. IDPs can partially (mis) fold into (dys) functional conformations and accumulate as amyloid aggregates upon interaction with other cytosolic partners such as proteins or lipid membranes. In addition, an increasing number of reports link the toxicity of amyloid proteins to their harmful effects on membrane integrity. Still, the molecular mechanism underlying the amyloidogenic proteins transfer from the aqueous environment to the hydrocarbon core of the membrane is poorly understood. This review starts with a historical overview of the toxicity models of amyloidogenic proteins to contextualize the more recent lipid-chaperone hypothesis. Then, we report the early molecular-level events in the aggregation and ion-channel pore formation of Aβ, IAPP, and α-synuclein interacting with model membranes, emphasizing the complexity of these processes due to their different spatial-temporal resolutions. Next, we underline the need for a combined experimental and computational approach, focusing on the strengths and weaknesses of the most commonly used techniques. Finally, the last two chapters highlight the crucial role of lipid-protein complexes as molecular switches among ion-channel-like formation, detergent-like, and fibril formation mechanisms and their implication in fighting amyloidogenic diseases.
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Affiliation(s)
- Carmelo Tempra
- Institute of Organic Chemistry and Biochemistry, Prague, Czech Republic
| | - Federica Scollo
- J. Heyrovský Institute of Physical Chemistry, Czech Academy of Sciences, Prague, Czech Republic
| | - Martina Pannuzzo
- Laboratory of Nanotechnology for Precision Medicine, Fondazione Istituto Italiano di Tecnologia, Genoa, Italy
| | - Fabio Lolicato
- Heidelberg University Biochemistry Center, Heidelberg, Germany; Department of Physics, University of Helsinki, Helsinki, Finland.
| | - Carmelo La Rosa
- Dipartimento di Scienze Chimiche, Università degli Studi di Catania, Catania, Italy.
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Wanasingha N, Dutta NK, Choudhury NR. Emerging bioadhesives: from traditional bioactive and bioinert to a new biomimetic protein-based approach. Adv Colloid Interface Sci 2021; 296:102521. [PMID: 34534751 DOI: 10.1016/j.cis.2021.102521] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 09/04/2021] [Accepted: 09/04/2021] [Indexed: 12/29/2022]
Abstract
Bioadhesives have reached significant milestones over the past two decades. Research has shown not only to produce adhesives capable of adhering to dry tissue but recently wet tissue as well. However, most bioadhesives developed have exhibited high adhesion strength yet lack other properties required for versatility in application, such as elasticity, biocompatibility and biodegradability. Adapting from limitations met from early bioadhesives and meeting the current demand allows novel bioadhesives to reach new milestones for the future. In this review, we overview the progression and variations of bioadhesives, current trends, characterisation techniques and conclude with future perspectives for bioadhesives for tissue engineering applications.
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Affiliation(s)
- Nisal Wanasingha
- School of Engineering, RMIT University, Melbourne, VIC 3000, Australia
| | - Naba K Dutta
- School of Engineering, RMIT University, Melbourne, VIC 3000, Australia
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6
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Paananen A, Weich S, Szilvay GR, Leitner M, Tappura K, Ebner A. Quantifying biomolecular hydrophobicity: Single molecule force spectroscopy of class II hydrophobins. J Biol Chem 2021; 296:100728. [PMID: 33933454 PMCID: PMC8164047 DOI: 10.1016/j.jbc.2021.100728] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 04/25/2021] [Accepted: 04/28/2021] [Indexed: 11/30/2022] Open
Abstract
Hydrophobins are surface-active proteins produced by filamentous fungi. The amphiphilic structure of hydrophobins is very compact, containing a distinct hydrophobic patch on one side of the molecule, locked by four intramolecular disulfide bridges. Hydrophobins form dimers and multimers in solution to shield these hydrophobic patches from water exposure. Multimer formation in solution is dynamic, and hydrophobin monomers can be exchanged between multimers. Unlike class I hydrophobins, class II hydrophobins assemble into highly ordered films at the air-water interface. In order to increase our understanding of the strength and nature of the interaction between hydrophobins, we used atomic force microscopy for single molecule force spectroscopy to explore the molecular interaction forces between class II hydrophobins from Trichoderma reesei under different environmental conditions. A genetically engineered hydrophobin variant, NCys-HFBI, enabled covalent attachment of proteins to the apex of the atomic force microscopy cantilever tip and sample surfaces in controlled orientation with sufficient freedom of movement to measure molecular forces between hydrophobic patches. The measured rupture force between two assembled hydrophobins was ∼31 pN, at a loading rate of 500 pN/s. The results indicated stronger interaction between hydrophobins and hydrophobic surfaces than between two assembling hydrophobin molecules. Furthermore, this interaction was stable under different environmental conditions, which demonstrates the dominance of hydrophobicity in hydrophobin-hydrophobin interactions. This is the first time that interaction forces between hydrophobin molecules, and also between naturally occurring hydrophobic surfaces, have been measured directly at a single-molecule level.
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Affiliation(s)
- Arja Paananen
- Industrial Biotechnology and Food, VTT Technical Research Centre of Finland Ltd, Espoo, Finland.
| | - Sabine Weich
- Department of Applied Experimental Biophysics, Institute of Biophysics, Johannes Kepler University Linz, Linz, Austria
| | - Géza R Szilvay
- Industrial Biotechnology and Food, VTT Technical Research Centre of Finland Ltd, Espoo, Finland
| | - Michael Leitner
- Department of Applied Experimental Biophysics, Institute of Biophysics, Johannes Kepler University Linz, Linz, Austria
| | - Kirsi Tappura
- Industrial Biotechnology and Food, VTT Technical Research Centre of Finland Ltd, Espoo, Finland
| | - Andreas Ebner
- Department of Applied Experimental Biophysics, Institute of Biophysics, Johannes Kepler University Linz, Linz, Austria.
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7
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Balu R, Dutta NK, Dutta AK, Choudhury NR. Resilin-mimetics as a smart biomaterial platform for biomedical applications. Nat Commun 2021; 12:149. [PMID: 33420053 PMCID: PMC7794388 DOI: 10.1038/s41467-020-20375-x] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 11/19/2020] [Indexed: 12/14/2022] Open
Abstract
Intrinsically disordered proteins have dramatically changed the structure-function paradigm of proteins in the 21st century. Resilin is a native elastic insect protein, which features intrinsically disordered structure, unusual multi-stimuli responsiveness and outstanding resilience. Advances in computational techniques, polypeptide synthesis methods and modular protein engineering routines have led to the development of novel resilin-like polypeptides (RLPs) including modular RLPs, expanding their applications in tissue engineering, drug delivery, bioimaging, biosensors, catalysis and bioelectronics. However, how the responsive behaviour of RLPs is encoded in the amino acid sequence level remains elusive. This review summarises the milestones of RLPs, and discusses the development of modular RLP-based biomaterials, their current applications, challenges and future perspectives. A perspective of future research is that sequence and responsiveness profiling of RLPs can provide a new platform for the design and development of new modular RLP-based biomaterials with programmable structure, properties and functions.
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Affiliation(s)
- Rajkamal Balu
- Chemical and Environmental Engineering, School of Engineering, RMIT University, Melbourne, VIC, 3000, Australia
| | - Naba K Dutta
- Chemical and Environmental Engineering, School of Engineering, RMIT University, Melbourne, VIC, 3000, Australia.
| | - Ankit K Dutta
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, 02115, USA
| | - Namita Roy Choudhury
- Chemical and Environmental Engineering, School of Engineering, RMIT University, Melbourne, VIC, 3000, Australia.
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8
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Griffo A, Rooijakkers BJM, Hähl H, Jacobs K, Linder MB, Laaksonen P. Binding Forces of Cellulose Binding Modules on Cellulosic Nanomaterials. Biomacromolecules 2019; 20:769-777. [PMID: 30657665 PMCID: PMC6727214 DOI: 10.1021/acs.biomac.8b01346] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
![]()
In
this study, the interaction forces between different cellulosic
nanomaterials and a protein domain belonging to cellulose binding
modules family 1 (CBM1) were investigated at the molecular scale.
Cellulose binding modules are protein domains found in carbohydrate
active enzymes having an affinity toward cellulosic materials. Here,
the binding force of a fusion protein containing a cellulose binding
module (CBM1) produced recombinantly in E. coli was quantified on different cellulose nanocrystals immobilized on
surfaces. Adhesion of the CBM on cellulose with different degrees
of crystallinity as well as on chitin nanocrystals was examined. This
study was carried out by single molecule force spectroscopy using
an atomic force microscope, which enables the detection of binding
force of individual molecules. The study contains a preliminary quantification
of the interactions at the molecular level that sheds light on the
development of new nanocellulose-based nanocomposites with improved
strength and elasticity.
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Affiliation(s)
- Alessandra Griffo
- Department of Bioproducts and Biosystems , Aalto University , Espoo, FI-00076 Aalto , Finland
| | - Bart J M Rooijakkers
- Department of Bioproducts and Biosystems , Aalto University , Espoo, FI-00076 Aalto , Finland
| | - Hendrik Hähl
- Department of Experimental Physics , Saarland University , Saarbrücken 66123 , Germany
| | - Karin Jacobs
- Department of Experimental Physics , Saarland University , Saarbrücken 66123 , Germany
| | - Markus B Linder
- Department of Bioproducts and Biosystems , Aalto University , Espoo, FI-00076 Aalto , Finland
| | - Päivi Laaksonen
- Department of Bioproducts and Biosystems , Aalto University , Espoo, FI-00076 Aalto , Finland
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Lu D, Yang X, Zhang Q, Wang R, Zhou S, Yang G, Shan Y. Tracking the Single-Carbon-Dot Transmembrane Transport by Force Tracing Based on Atomic Force Microscopy. ACS Biomater Sci Eng 2018; 5:432-437. [DOI: 10.1021/acsbiomaterials.8b01363] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Denghua Lu
- School of Chemistry and Life Science, Advanced Institute of Materials Science, Changchun University of Technology, Changchun 130012, China
| | - Xudong Yang
- School of Chemistry and Life Science, Advanced Institute of Materials Science, Changchun University of Technology, Changchun 130012, China
| | - Qingrong Zhang
- School of Chemistry and Life Science, Advanced Institute of Materials Science, Changchun University of Technology, Changchun 130012, China
| | - Ruixia Wang
- School of Chemistry and Life Science, Advanced Institute of Materials Science, Changchun University of Technology, Changchun 130012, China
| | - Siyuan Zhou
- School of Chemistry and Life Science, Advanced Institute of Materials Science, Changchun University of Technology, Changchun 130012, China
| | - Guocheng Yang
- School of Chemistry and Life Science, Advanced Institute of Materials Science, Changchun University of Technology, Changchun 130012, China
| | - Yuping Shan
- School of Chemistry and Life Science, Advanced Institute of Materials Science, Changchun University of Technology, Changchun 130012, China
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Fang W, Nonappa, Vitikainen M, Mohammadi P, Koskela S, Soikkeli M, Westerholm-Parvinen A, Landowski CP, Penttilä M, Linder MB, Laaksonen P. Coacervation of resilin fusion proteins containing terminal functionalities. Colloids Surf B Biointerfaces 2018; 171:590-596. [PMID: 30098537 DOI: 10.1016/j.colsurfb.2018.07.048] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 05/11/2018] [Accepted: 07/23/2018] [Indexed: 12/16/2022]
Abstract
Liquid-liquid phase transition known as coacervation of resilin-like-peptide fusion proteins containing different terminal domains were investigated. Two different modular proteins were designed and produced and their behavior were compared to a resilin-like-peptide without terminal domains. The size of the particle-like coacervates was modulated by the protein concentration, pH and temperature. The morphology and three-dimensional (3D) structural details of the coacervate particles were investigated by cryogenic transmission electron microscopy (cryo-TEM) and tomography (cryo-ET) reconstruction. Selective adhesion of the coacervates on cellulose and graphene surfaces was demonstrated.
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Affiliation(s)
- Wenwen Fang
- Department of Bioproducts and Biosystems, Aalto University, Espoo, FI-00076, AALTO, Finland
| | - Nonappa
- Department of Bioproducts and Biosystems, Aalto University, Espoo, FI-00076, AALTO, Finland; Department of Applied Physics, Aalto University, Espoo, FI-00076, AALTO, Finland
| | - Marika Vitikainen
- VTT Technical Research Centre of Finland Ltd., Espoo, FI-02044, VTT, Finland
| | - Pezhman Mohammadi
- Department of Bioproducts and Biosystems, Aalto University, Espoo, FI-00076, AALTO, Finland
| | - Salla Koskela
- VTT Technical Research Centre of Finland Ltd., Espoo, FI-02044, VTT, Finland
| | - Miika Soikkeli
- VTT Technical Research Centre of Finland Ltd., Espoo, FI-02044, VTT, Finland
| | | | | | - Merja Penttilä
- Department of Bioproducts and Biosystems, Aalto University, Espoo, FI-00076, AALTO, Finland; VTT Technical Research Centre of Finland Ltd., Espoo, FI-02044, VTT, Finland
| | - Markus B Linder
- Department of Bioproducts and Biosystems, Aalto University, Espoo, FI-00076, AALTO, Finland
| | - Päivi Laaksonen
- Department of Bioproducts and Biosystems, Aalto University, Espoo, FI-00076, AALTO, Finland.
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