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Aguilar N, de la Fuente P, Fernández-Pampín N, Martel S, Gómez-Cuadrado L, Marcos PA, Bol A, Rumbo C, Aparicio S. In silico exploration of graphene nanoflakes: From DFT simulations to machine learning-driven toxicity predictions. NANOIMPACT 2025; 38:100563. [PMID: 40306435 DOI: 10.1016/j.impact.2025.100563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2025] [Revised: 04/24/2025] [Accepted: 04/24/2025] [Indexed: 05/02/2025]
Abstract
The present theoretical work provides a ground-breaking and comprehensive study of graphene nanoflakes integrating Density Functional Theory (DFT) simulations, toxicity predictions and a machine learning approach. The properties of graphene nanoflakes as a function of size, shape, and symmetry are systematically analysed using DFT calculations. The interaction of these nanoflakes with human proteins and cell membranes, considered as Molecular Initiating Events for diverse Adverse Outcome Pathways, is explored to infer potential toxicity effects. Leveraging the generated data, machine learning models were developed to predict flake properties and biological interactions. A single score representing the biological interaction or impact of graphene nanoflakes on both proteins and plasma membranes is assigned to each evaluated nanoflake to infer its potential toxicity. Our multiscale approach bring valuable insights into the structure-property-toxicity relationships of graphene nanoflakes, paving the way for their safe and efficient design and application.
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Affiliation(s)
- Nuria Aguilar
- Department of Chemistry, University of Burgos, 09001 Burgos, Spain
| | - Patricia de la Fuente
- International Research Center in Critical Raw Materials for Advanced Industrial Technologies (ICCRAM), University of Burgos, 09001 Burgos, Spain
| | - Natalia Fernández-Pampín
- International Research Center in Critical Raw Materials for Advanced Industrial Technologies (ICCRAM), University of Burgos, 09001 Burgos, Spain
| | - Sonia Martel
- International Research Center in Critical Raw Materials for Advanced Industrial Technologies (ICCRAM), University of Burgos, 09001 Burgos, Spain
| | - Laura Gómez-Cuadrado
- International Research Center in Critical Raw Materials for Advanced Industrial Technologies (ICCRAM), University of Burgos, 09001 Burgos, Spain
| | - Pedro Angel Marcos
- International Research Center in Critical Raw Materials for Advanced Industrial Technologies (ICCRAM), University of Burgos, 09001 Burgos, Spain; Department of Physics, University of Burgos, 09001 Burgos, Spain
| | - Alfredo Bol
- International Research Center in Critical Raw Materials for Advanced Industrial Technologies (ICCRAM), University of Burgos, 09001 Burgos, Spain; Department of Physics, University of Burgos, 09001 Burgos, Spain
| | - Carlos Rumbo
- International Research Center in Critical Raw Materials for Advanced Industrial Technologies (ICCRAM), University of Burgos, 09001 Burgos, Spain
| | - Santiago Aparicio
- Department of Chemistry, University of Burgos, 09001 Burgos, Spain; Department of Physics, University of Burgos, 09001 Burgos, Spain.
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Ling K, Bu J, Huang W, Kang W, Yuan Q, Zeng B, Liao C, Zheng Q, Zhang G, Zheng X, Chen Z, Jiang X, Li R, Zhai T, Jiang H. Robust Cu 2+-Modified Black Phosphorus Nanoplatform for Enhanced Drug Delivery and Synergistic Multimodal Tumor Therapy via Metal Ion-Assisted π-π Interactions. ACS APPLIED MATERIALS & INTERFACES 2025; 17:19382-19400. [PMID: 40105864 DOI: 10.1021/acsami.4c22168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
The application of 2D nanomaterials for drug delivery via π-π interactions has been extensively investigated. However, these interactions often lack robustness in the presence of blood proteins due to the competitive binding of blood proteins, which results from strong π-π-stacking interactions with aromatic protein residues. This can lead to premature drug release and diminished therapeutic efficacy. To address this challenge, we developed a robust 2D delivery/therapeutic biomimetic nanoplatform that enhances the adsorption affinity and targeted delivery efficiency of the chemotherapeutic drug doxorubicin (DOX) by utilizing Cu2+-modified black phosphorus nanosheets (BP@Cu2+) through metal ion-assisted π-π interactions. The synergistic interactions between the π-electrons of BP and DOX, mediated by Cu2+ coordination, form a stable sandwiched π-cation-π stacking complex (BP@Cu2+/DOX). This metal-ion-bridged architecture significantly enhances the DOX loading capacity and minimizes premature release in serum. In the acidic tumor microenvironment, this interaction is disrupted, enabling controlled release of both DOX and Cu2+ ions. Furthermore, the encapsulation of the complex within tumor cell membranes significantly enhances the efficiency of tumor targeting, resulting in a biomimetic nanoplatform (BP@Cu2+/DOX-CMs). Combined with near-infrared laser irradiation, this nanoplatform achieves synergistic multimodal therapy by integrating phototherapy, chemotherapy, chemodynamic therapy, and cuproptosis to enhance antitumor efficacy. The study highlights the potential of metal ion-assisted π-π stacking interactions in the development of advanced 2D nanoplatforms, thereby paving the way for innovative biomedical applications utilizing conventional 2D nanomaterials.
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Affiliation(s)
- Kai Ling
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
- Department of Radiology, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, China
| | - Jianlan Bu
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
| | - Weijie Huang
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
| | - Wenyue Kang
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
| | - Qingpeng Yuan
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
| | - Bingchun Zeng
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
| | - Chuanghong Liao
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
| | - Qiunuan Zheng
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
| | - Guangrong Zhang
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
| | - Xuanjun Zheng
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
| | - Zeyang Chen
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
| | - Xiaohong Jiang
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
| | - Rui Li
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
| | - Tiantian Zhai
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
| | - Hongyan Jiang
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Pharmacology, Shantou University Medical College, Shantou 515041, China
- Department of Radiology, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, China
- Department of Thyroid, Breast and Hernia Surgery, General Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou 515041, China
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Luo Y, Gu Z, Perez-Aguilar JM, Luo Y. Potential toxicity of Graphene (Oxide) quantum dots to human intestinal fatty acid binding protein (HIFABP) via obstructing the protein's openings. Sci Rep 2024; 14:24899. [PMID: 39438505 PMCID: PMC11496655 DOI: 10.1038/s41598-024-73037-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 09/12/2024] [Indexed: 10/25/2024] Open
Abstract
Graphene quantum dots (GQDs) have garnered significant attention across numerous fields due to their ultrasmall size and exceptional properties. However, their extensive applications may lead to environmental exposure and subsequent uptake by humans. Yet, conflicting reports exist regarding the potential toxicity of GQDs based on experimental investigations. Therefore, a comprehensive understanding of GQD biosafety requires further microscopic and molecular-level investigations. In this study, we employed molecular dynamics (MD) simulations to explore the interactions between GQDs and graphene oxide quantum dots (GOQDs) with a protein model, the human intestinal fatty acid binding protein (HIFABP), that plays a crucial role in mediating the carrier of fatty acids in the intestine. Our MD simulation results reveal that GQDs can be adsorbed on the opening of HIFABP, which serves as an entrance for the fatty acid molecules into the protein's interior cavity. This adsorption has the potential to obstruct the opening of HIFABP, leading to the loss of its normal biological function and ultimately resulting in toxicity. The adsorption of GQDs is driven by a combination of van der Waals (vdW), π-π stacking, cation-π, and hydrophobic interactions. Similarly, GOQDs also exhibit the ability to block the opening of HIFABP, thereby potentially causing toxicity. The blockage of GOQDs to HIFABP is guided by a combination of vdW, Coulomb, π-π stacking, and hydrophobic interactions. These findings not only highlight the potential harmful effects of GQDs on HIFABP but also elucidate the underlying molecular mechanism, which provides crucial insights into GQD toxicology.
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Affiliation(s)
- Yanbo Luo
- Department of Gastrointestinal and Hepatobiliary Surgery, Shenzhen Longhua District Central Hospital, No. 187, Guanlan Road, Longhua District, Shenzhen, 518110, Guangdong, China
| | - Zonglin Gu
- College of Physical Science and Technology, Yangzhou University, Yangzhou, 225009, Jiangsu, China
| | - Jose Manuel Perez-Aguilar
- School of Chemical Sciences, Meritorious Autonomous University of Puebla (BUAP), University City, 72570, Puebla, Mexico
| | - Yuqi Luo
- Department of Gastrointestinal and Hepatobiliary Surgery, Shenzhen Longhua District Central Hospital, No. 187, Guanlan Road, Longhua District, Shenzhen, 518110, Guangdong, China.
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Li Z, Qi J, Fu S, Luan J, Wang Q. Effects of nanographene oxide on adipose-derived stem cell cryopreservation. Cell Tissue Bank 2024; 25:805-830. [PMID: 38844606 DOI: 10.1007/s10561-024-10140-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 05/17/2024] [Indexed: 09/06/2024]
Abstract
Cryoinjury mitigation is key in cell cryopreservation. Here, we aimed to assess the effectiveness of nanographene oxide (nano-GO) for improving cryoprotectant agents (CPAs) in human adipose stem cell (hADSC) cryopreservation. For in vitro experiments, nano-GO (5 μg/mL) was added to the CPAs in the control, and passage (P) 2 hADSCs were collected and cryopreserved for around two weeks. We compared cytotoxicity, cell viability, immunophenotypes, proliferation, cell apoptosis, and tri-lineage differentiation. In vivo, studies used lipoaspirate to create non-enriched or hADSC-enriched fat tissues by combining it with PBS or hADSCs cryopreserved with the aforementioned CPAs. Each nude mouse received a 0.3 mL subcutaneous injection of the graft. At 12 weeks, the grafts were harvested. Histology, adipocyte-associated genes and protein, vascular density and angiogenic cytokines, macrophage infiltration, and inflammatory cytokines were analyzed. Nano-GO CPA contributed to increased cell viability, improved cell recovery, and lowered levels of early apoptosis. Nano GO at concentrations of 0.01-100 μg/mL caused no cytotoxicity to hADSCs. The absence of nano GOs in the intracellular compartments of the cells was confirmed by transmission electron microscopy. The fat grafts from the CPA-GO group showed more viable adipocytes and significantly increased angiogenesis compared to the PBS and CPA-C groups. Adding hADSCs from the CPA-GO group to the graft reduced macrophage infiltration and MCP-1 expression. Nano-GO plays an anti-apoptotic role in the cryopreservation of hADSCs, which could improve the survival of transplanted fat tissues, possibly via improved angiogenesis and lower inflammatory response in the transplanted adipose tissue.
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Affiliation(s)
- Zifei Li
- Facial and Cervical Center of Plastic Surgery Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, 33 Badachu Road, Shijingshan, Beijing, 100144, People's Republic of China
| | - Jun Qi
- Breast Plastic and Reconstructive Surgery Center of Plastic Surgery Hospital, Chinese Academy of Medical Science and Peking Union Medical College, 33 Badachu Road, Shijingshan Dist., Beijing, 100144, People's Republic of China
| | - Su Fu
- Breast Plastic and Reconstructive Surgery Center of Plastic Surgery Hospital, Chinese Academy of Medical Science and Peking Union Medical College, 33 Badachu Road, Shijingshan Dist., Beijing, 100144, People's Republic of China
| | - Jie Luan
- Breast Plastic and Reconstructive Surgery Center of Plastic Surgery Hospital, Chinese Academy of Medical Science and Peking Union Medical College, 33 Badachu Road, Shijingshan Dist., Beijing, 100144, People's Republic of China.
| | - Qian Wang
- Research Center of Plastic Surgery Hospital, Chinese Academy of Medical Science and Peking Union Medical College, 33 Badachu Road, Shijingshan Dist., Beijing, 100144, People's Republic of China.
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5
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Luo Y, Li J, Gu Z, Huang Y. Graphene quantum dots blocking the channel egresses of cytochrome P450 enzyme (CYP3A4) reveals potential toxicity. Sci Rep 2023; 13:21091. [PMID: 38036640 PMCID: PMC10689800 DOI: 10.1038/s41598-023-48618-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 11/28/2023] [Indexed: 12/02/2023] Open
Abstract
Graphene quantum dots (GQDs) have garnered significant attention, particularly in the biomedical domain. However, extensive research reveals a dichotomy concerning the potential toxicity of GQDs, presenting contrasting outcomes. Therefore, a comprehensive understanding of GQD biosafety necessitates a detailed supplementation of their toxicity profile. In this study, employing a molecular dynamics (MD) simulation approach, we systematically investigate the potential toxicity of GQDs on the CYP3A4 enzyme. We construct two distinct simulation systems, wherein a CYP3A4 protein is enveloped by either GQDs or GOQDs (graphene oxide quantum dots). Our results elucidate that GQDs come into direct contact with the bottleneck residues of Channels 2a and 2b of CYP3A4. Furthermore, GQDs entirely cover the exits of Channels 2a and 2b, implying a significant hindrance posed by GQDs to these channels and consequently leading to toxicity towards CYP3A4. In-depth analysis reveals that the adsorption of GQDs to the exits of Channels 2a and 2b is driven by a synergistic interplay of hydrophobic and van der Waals (vdW) interactions. In contrast, GOQDs only partially obstruct Channel 1 of CYP3A4, indicating a weaker influence on CYP3A4 compared to GQDs. Our findings underscore the potential deleterious impact of GQDs on the CYP3A4 enzyme, providing crucial molecular insights into GQD toxicology.
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Affiliation(s)
- Yuqi Luo
- Department of Gastrointestinal and Hepatobiliary Surgery, Shenzhen Longhua District Central Hospital, No. 187, Guanlan Road, Longhua District, Shenzhen, 518110, Guangdong Province, China.
| | - Jinjun Li
- Department of Gastrointestinal and Hepatobiliary Surgery, Shenzhen Longhua District Central Hospital, No. 187, Guanlan Road, Longhua District, Shenzhen, 518110, Guangdong Province, China
| | - Zonglin Gu
- College of Physical Science and Technology, Yangzhou University, Jiangsu, 225009, China
| | - Yaoxing Huang
- Department of Gastrointestinal and Hepatobiliary Surgery, Shenzhen Longhua District Central Hospital, No. 187, Guanlan Road, Longhua District, Shenzhen, 518110, Guangdong Province, China.
- Department of Gastroenterology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, 510180, Guangdong Province, China.
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Yu Y, Luan Y, Dai W. Dynamic process, mechanisms, influencing factors and study methods of protein corona formation. Int J Biol Macromol 2022; 205:731-739. [PMID: 35321813 DOI: 10.1016/j.ijbiomac.2022.03.105] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 02/21/2022] [Accepted: 03/17/2022] [Indexed: 12/11/2022]
Abstract
Nanoparticles interacting with proteins to form protein corona represent one of the most fundamental problems in the rapid development of nanotechnology. In the past decade, thousands of studies have pointed out this issue. Within multi-protein systems, the formation of protein corona is a homeostasis process in which proteins compete for the limited surface sites of nanoparticles. Besides, the formation of protein corona generally shows a tendency of evolving with time and involves many different driving forces controlled by properties of nanoparticles, proteins and environment. Therefore, recent research on the dynamic process and mechanisms of protein corona formation in both animals and plants are summarized in this review. The factors that affect the formation and the techniques that commonly used for protein corona analysis are proposed. Furthermore, in order to provide reference for the future research, the limitations and challenges in protein corona studies are assessed and the future perspectives are proposed.
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Affiliation(s)
- Yanni Yu
- The Key Laboratory for Silviculture and Conservation of Ministry of Education, College of Forestry, Beijing Forestry University, Beijing 100083, China
| | - Yaning Luan
- The Key Laboratory for Silviculture and Conservation of Ministry of Education, College of Forestry, Beijing Forestry University, Beijing 100083, China.
| | - Wei Dai
- The Key Laboratory for Silviculture and Conservation of Ministry of Education, College of Forestry, Beijing Forestry University, Beijing 100083, China.
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Vermaas JV, Mayne CG, Shinn E, Tajkhorshid E. Assembly and Analysis of Cell-Scale Membrane Envelopes. J Chem Inf Model 2022; 62:602-617. [PMID: 34910495 PMCID: PMC8903035 DOI: 10.1021/acs.jcim.1c01050] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
The march toward exascale computing will enable routine molecular simulation of larger and more complex systems, for example, simulation of entire viral particles, on the scale of approximately billions of atoms─a simulation size commensurate with a small bacterial cell. Anticipating the future hardware capabilities that will enable this type of research and paralleling advances in experimental structural biology, efforts are currently underway to develop software tools, procedures, and workflows for constructing cell-scale structures. Herein, we describe our efforts in developing and implementing an efficient and robust workflow for construction of cell-scale membrane envelopes and embedding membrane proteins into them. A new approach for construction of massive membrane structures that are stable during the simulations is built on implementing a subtractive assembly technique coupled with the development of a structure concatenation tool (fastmerge), which eliminates overlapping elements based on volumetric criteria rather than adding successive molecules to the simulation system. Using this approach, we have constructed two "protocells" consisting of MARTINI coarse-grained beads to represent cellular membranes, one the size of a cellular organelle and another the size of a small bacterial cell. The membrane envelopes constructed here remain whole during the molecular dynamics simulations performed and exhibit water flux only through specific proteins, demonstrating the success of our methodology in creating tight cell-like membrane compartments. Extended simulations of these cell-scale structures highlight the propensity for nonspecific interactions between adjacent membrane proteins leading to the formation of protein microclusters on the cell surface, an insight uniquely enabled by the scale of the simulations. We anticipate that the experiences and best practices presented here will form the basis for the next generation of cell-scale models, which will begin to address the addition of soluble proteins, nucleic acids, and small molecules essential to the function of a cell.
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Affiliation(s)
- Josh V. Vermaas
- Biosciences Center, National Renewable Energy Laboratory, Golden, CO 80401
| | - Christopher G. Mayne
- Theoretical and Computational Biophysics Group, NIH Center for Macromolecular Modeling and Bioinformatics, Beckman Institute for Advanced Science and Technology, Department of Biochemistry, and Center for Biophysics and Quantitative Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801
| | - Eric Shinn
- Theoretical and Computational Biophysics Group, NIH Center for Macromolecular Modeling and Bioinformatics, Beckman Institute for Advanced Science and Technology, Department of Biochemistry, and Center for Biophysics and Quantitative Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801
| | - Emad Tajkhorshid
- Theoretical and Computational Biophysics Group, NIH Center for Macromolecular Modeling and Bioinformatics, Beckman Institute for Advanced Science and Technology, Department of Biochemistry, and Center for Biophysics and Quantitative Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801
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Feng M, Lee S, Chan C, Zhou R. Molecular Insight into AC Electric Field Enhanced Removal of Protein Aggregates from a Material Surface. J Phys Chem B 2021; 125:12147-12153. [PMID: 34714645 DOI: 10.1021/acs.jpcb.1c05682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Biofouling, caused by unwanted accumulation of the biological molecules on the material surface, is a common problem when medical devices are planted in the human body. Application of an electric field was first suggested in the 1960s along with many other approaches to deactivate the biofouling process. There are experiments showing a higher efficiency in reducing the biofouling using the alternating current (AC) compared to the direct current (DC). Here, using molecular dynamics (MD) simulations, we compared the binding stability of a single protein molecule on a graphene surface with either an AC or a DC field was applied. We first showed that the protein molecule, initially attached to the graphene surface, will spontaneously be desorbed by the applied AC electric field, while it remains intact under the DC field of the same voltage. We then revealed that the desorption of the protein by the AC electric field is kinetically controlled. As the orientation of the protein changed alongside the reversing electric field, the protein-graphene interface would be destabilized the most if the AC frequency was close to that of the relaxation of the protein dipole moment (i.e., resonance).
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Affiliation(s)
- Mei Feng
- Institute of Quantitative Biology, Department of Physics, and College of Life Sciences, Zhejiang University, 310027 Hangzhou, China.,Lanzhou Center for Theoretical Physics, Key Laboratory of Theoretical Physics of Gansu Province, Lanzhou University, Lanzhou, Gansu 730000, China
| | - Sangyun Lee
- Computational Biology Center, IBM Thomas J. Watson Research Center, Yorktown Heights, New York 10598, United States
| | - Chun Chan
- Institute of Quantitative Biology, Department of Physics, and College of Life Sciences, Zhejiang University, 310027 Hangzhou, China
| | - Ruhong Zhou
- Institute of Quantitative Biology, Department of Physics, and College of Life Sciences, Zhejiang University, 310027 Hangzhou, China.,Department of Chemistry, Columbia University, New York, New York 10027, United States
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Wu X, Wang C, Hao P, He F, Yao Z, Zhang X. Adsorption properties of albumin and fibrinogen on hydrophilic/hydrophobic TiO 2 surfaces: A molecular dynamics study. Colloids Surf B Biointerfaces 2021; 207:111994. [PMID: 34303996 DOI: 10.1016/j.colsurfb.2021.111994] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 07/06/2021] [Accepted: 07/16/2021] [Indexed: 01/23/2023]
Abstract
In serval experimental researches, UV-induced hydrophilicity enabled better hemocompatibility in the TiO2 surface, which was considered to be caused by the removal of the carboxylic acid contamination from the surface. In this paper, we altered the surface wetting property by applying the formate contamination on the rutile (110) surface, and systematically investigated the adsorption properties of albumin and fibrinogen on hydrophilic/hydrophobic TiO2 surface. Unique contacts were found between the charged residues and the hydrophilic surface, anchoring the protein on the surface. The small size and the heart shape of albumin make it easy to cross the stable water layers near the surface. Besides, albumin has a higher proportion of charged residues, so it can form more unique contacts on the hydrophilic surface. Therefore, the albumin tends to adsorb on the hydrophilic surface. For the hydrophobic surface, the water layers near the surface are weakened, which helps the fibrinogen diffusing to the surface and adjusting its orientation. Although the hydrophobic surface cannot form the unique contacts, the larger size of fibrinogen can provide more residues to form enough ordinary contacts after adjusting, and then achieves stable adsorption. Therefore, fibrinogen tends to adsorb on the hydrophobic surface.
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Affiliation(s)
- Xiao Wu
- Department of Engineering Mechanics, Tsinghua University, Beijing, 100084, China
| | - Chenyang Wang
- Department of Engineering Mechanics, Tsinghua University, Beijing, 100084, China
| | - Pengfei Hao
- Department of Engineering Mechanics, Tsinghua University, Beijing, 100084, China
| | - Feng He
- Department of Engineering Mechanics, Tsinghua University, Beijing, 100084, China
| | - Zhaohui Yao
- University of Chinese Academy of Sciences, Beijing, 101408, China
| | - Xiwen Zhang
- Department of Engineering Mechanics, Tsinghua University, Beijing, 100084, China.
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Chang WC, Tai AZ, Tsai NY, Li YCE. An Injectable Hybrid Gelatin Methacryloyl (GelMA)/Phenyl Isothiocyanate-Modified Gelatin (Gel-Phe) Bioadhesive for Oral/Dental Hemostasis Applications. Polymers (Basel) 2021; 13:2386. [PMID: 34301143 PMCID: PMC8309571 DOI: 10.3390/polym13142386] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 07/16/2021] [Accepted: 07/16/2021] [Indexed: 12/26/2022] Open
Abstract
Biomaterials are widely used for effectively controlling bleeding in oral/dental surgical procedures. Here, gelatin methacryloyl (GelMA) was synthesized by grafting methacrylic anhydride on gelatin backbone, and phenyl isothiocyanate-modified gelatin (Gel-Phe) was synthesized by conjugating different gelatin/phenyl isothiocyanate molar ratios (G/P ratios) (i.e., 1:1, 1:5, 1:10, 1:15, 1:25, 1:50, 1:100, and 1:150) with gelatin polymer chains. Afterward, we combined GelMA and Gel-Phe as an injectable and photo-crosslinkable bioadhesive. This hybrid material system combines photo-crosslinking chemistry and supramolecular interactions for the design of bioadhesives exhibiting a highly porous structure, injectability, and regulable mechanical properties. By simply regulating the G/P ratio (1:1-1:15) and UV exposure times (15-60 s), it was possible to modulate the injectability and mechanical properties of the GelMA/Gel-Phe bioadhesive. Moreover, we demonstrated that the GelMA/Gel-Phe bioadhesive showed low cytotoxicity, a highly porous network, and the phenyl-isothiourea and amine residues on Gel-Phe and GelMA polymers with synergized hemostatic properties towards fast blood absorption and rapid clotting effect. An in vitro porcine skin bleeding and an in vitro dental bleeding model confirmed that the bioadhesive could be directly extruded into the bleeding site, rapidly photo-crosslinked, and reduced blood clotting time by 45%. Moreover, the in situ crosslinked bioadhesive could be easily removed from the bleeding site after clotting, avoiding secondary wound injury. Overall, this injectable GelMA/Gel-Phe bioadhesive stands as a promising hemostatic material in oral/dental surgical procedures.
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Affiliation(s)
- Wan-Chun Chang
- Department of Chemical Engineering, Feng Chia University, Taichung 40724, Taiwan; (W.-C.C.); (N.-Y.T.)
| | - Au-Zou Tai
- Ph.D. Program of Mechanical and Aeronautical Engineering, Feng Chia University, Taichung 40724, Taiwan;
| | - Nian-Yun Tsai
- Department of Chemical Engineering, Feng Chia University, Taichung 40724, Taiwan; (W.-C.C.); (N.-Y.T.)
| | - Yi-Chen Ethan Li
- Department of Chemical Engineering, Feng Chia University, Taichung 40724, Taiwan; (W.-C.C.); (N.-Y.T.)
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Gu Z, Baggetta AM, Chong Y, Plant LD, Meng XY, Zhou R. Multifaceted Regulation of Potassium-Ion Channels by Graphene Quantum Dots. ACS APPLIED MATERIALS & INTERFACES 2021; 13:27784-27795. [PMID: 34126740 DOI: 10.1021/acsami.1c01569] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Graphene quantum dots (GQDs) are emerging as a versatile nanomaterial with numerous proposed biomedical applications. Despite the explosion in potential applications, the molecular interactions between GQDs and complex biomolecular systems, including potassium-ion (K+) channels, remain largely unknown. Here, we use molecular dynamics (MD) simulations and electrophysiology to study the interactions between GQDs and three representative K+ channels, which participate in a variety of physiological processes and are closely related to many disease states. Using MD simulations, we observed that GQDs adopt distinct contact poses with each of the three structurally distinct K+ channels. Our electrophysiological characterization of the effects of GQDs on channel currents revealed that GQDs interact with the extracellular voltage-sensing domain (VSD) of a Kv1.2 channel, augmenting current by left-shifting the voltage dependence of channel activation. In contrast, GQDs form a "lid" cluster over the extracellular mouth of inward rectifier Kir3.2, blocking the channel pore and decreasing the current in a concentration-dependent manner. Meanwhile, GQDs accumulate on the extracellular "cap domain" of K2P2 channels and have no apparent impact on the K+ flux through the channel. These results reveal a surprising multifaceted regulation of K+ channels by GQDs, which might help de novo design of nanomaterial-based channel probe openers/inhibitors that can be used to further discern channel function.
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Affiliation(s)
- Zonglin Gu
- Institute of Quantitative Biology and Medicine, SRMP and RAD-X, State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou 215123, China
- Institute of Quantitative Biology, Shanghai Institute for Advanced Study, Department of Physics, Zhejiang University, Hangzhou 310027, China
| | - Austin M Baggetta
- Department of Pharmaceutical Sciences, Bouvé College of Health Sciences, Northeastern University, 360 Huntington Avenue, Boston, Massachusetts 02115, United States
| | - Yu Chong
- Institute of Quantitative Biology and Medicine, SRMP and RAD-X, State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou 215123, China
| | - Leigh D Plant
- Department of Pharmaceutical Sciences, Bouvé College of Health Sciences, Northeastern University, 360 Huntington Avenue, Boston, Massachusetts 02115, United States
| | - Xuan-Yu Meng
- Institute of Quantitative Biology and Medicine, SRMP and RAD-X, State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou 215123, China
| | - Ruhong Zhou
- Institute of Quantitative Biology, Shanghai Institute for Advanced Study, Department of Physics, Zhejiang University, Hangzhou 310027, China
- Department of Chemistry, Columbia University, New York, New York 10027, United States
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12
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Ligorio C, O'Brien M, Hodson NW, Mironov A, Iliut M, Miller AF, Vijayaraghavan A, Hoyland JA, Saiani A. TGF-β3-loaded graphene oxide - self-assembling peptide hybrid hydrogels as functional 3D scaffolds for the regeneration of the nucleus pulposus. Acta Biomater 2021; 127:116-130. [PMID: 33831573 DOI: 10.1016/j.actbio.2021.03.077] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 03/30/2021] [Accepted: 03/30/2021] [Indexed: 12/14/2022]
Abstract
Intervertebral disc (IVD) degeneration is a process that starts in the central nucleus pulposus (NP) and leads to inflammation, extracellular matrix (ECM) degradation, and progressive loss of disc height. Early treatment of IVD degeneration is critical to the reduction of low back pain and related disability. As such, minimally invasive therapeutic approaches that can halt and reverse NP degeneration at the early stages of the disease are needed. Recently, we developed an injectable graphene oxide (GO) - self-assembling peptide FEFKFEFK (F: phenylalanine; K: lysine; E: glutamic acid) hybrid hydrogels as potential delivery platform for cells and/or drugs in the NP. In this current study, we explored the possibility of using the GO present in these hybrid hydrogels as a vehicle for the sequestration and controlled delivery of transforming growth factor beta-3 (TGF-β3), an anabolic growth factor (GF) known to direct NP cell fate and function. For this purpose, we first investigated the potential of GO to bind and sequestrate TGF-β3. We then cultured bovine NP cells in the new functional scaffolds and investigated their response to the presence of GO and TGF-β3. Our results clearly showed that GO flakes can sequestrate TGF-β3 through strong binding interactions resulting in a slow and prolonged release, with the GF remaining active even when bound to the GO flakes. The adsorption of the GF on the GO flakes to create TGF-β3-loaded GO flakes and their subsequent incorporation in the hydrogels through mixing, [(GO/TGF-β3Ads)-F8] hydrogel, led to the upregulation of NP-specific genes, accompanied by the production and deposition of an NP-like ECM, rich in aggrecan and collagen II. NP cells actively interacted with TGF-β3-loaded GO flakes and remodeled the scaffolds through endocytosis. This work highlights the potential of using GO as a nanocarrier for the design of functional hybrid peptide-based hydrogels. STATEMENT OF SIGNIFICANCE: Intervertebral disc (IVD) degeneration is a process that starts in the central nucleus pulposus (NP) and leads to inflammation, extracellular matrix (ECM) degradation, and progressive loss of disc height. As such, minimally invasive therapeutic approaches that can halt and reverse NP degeneration at the early stages of the disease are needed. In this current study, we explored the possibility of using peptide - GO hybrid hydrogels as a vehicle for the sequestration and controlled delivery of transforming growth factor beta-3 (TGF-β3), an anabolic growth factor (GF) known to direct NP cell fate and function.
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13
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Molino BZ, Fukuda J, Molino PJ, Wallace GG. Redox Polymers for Tissue Engineering. FRONTIERS IN MEDICAL TECHNOLOGY 2021; 3:669763. [PMID: 35047925 PMCID: PMC8757887 DOI: 10.3389/fmedt.2021.669763] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 04/22/2021] [Indexed: 01/23/2023] Open
Abstract
This review will focus on the targeted design, synthesis and application of redox polymers for use in regenerative medicine and tissue engineering. We define redox polymers to encompass a variety of polymeric materials, from the multifunctional conjugated conducting polymers to graphene and its derivatives, and have been adopted for use in the engineering of several types of stimulus responsive tissues. We will review the fundamental properties of organic conducting polymers (OCPs) and graphene, and how their properties are being tailored to enhance material - biological interfacing. We will highlight the recent development of high-resolution 3D fabrication processes suitable for biomaterials, and how the fabrication of intricate scaffolds at biologically relevant scales is providing exciting opportunities for the application of redox polymers for both in-vitro and in-vivo tissue engineering. We will discuss the application of OCPs in the controlled delivery of bioactive compounds, and the electrical and mechanical stimulation of cells to drive behaviour and processes towards the generation of specific functional tissue. We will highlight the relatively recent advances in the use of graphene and the exploitation of its physicochemical and electrical properties in tissue engineering. Finally, we will look forward at the future of organic conductors in tissue engineering applications, and where the combination of materials development and fabrication processes will next unite to provide future breakthroughs.
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Affiliation(s)
- Binbin Z. Molino
- Faculty of Engineering, Yokohama National University, Yokohama, Japan
- Kanagawa Institute of Industrial Science and Technology, Kawasaki, Japan
| | - Junji Fukuda
- Faculty of Engineering, Yokohama National University, Yokohama, Japan
- Kanagawa Institute of Industrial Science and Technology, Kawasaki, Japan
| | - Paul J. Molino
- Australian Research Council (ARC) Centre of Excellence for Electromaterials Science, Intelligent Polymer Research Institute, University of Wollongong, Wollongong, NSW, Australia
| | - Gordon G. Wallace
- Australian Research Council (ARC) Centre of Excellence for Electromaterials Science, Intelligent Polymer Research Institute, University of Wollongong, Wollongong, NSW, Australia
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14
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Liu R, Zhai H, Meng Y, Zhu M, Wen T, Jin N. Adsorption Behaviors of Typical Proteins on BP, GR, and C 2N Surfaces. J Chem Inf Model 2021; 61:1300-1306. [PMID: 33666087 DOI: 10.1021/acs.jcim.0c01036] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The biotoxicity of nanomaterials is very important for the application of nanomaterials in biomedical systems. In this study, proteins with varying secondary structures (α-helices, β-sheets, and mixed α/β structures) were employed to investigate the biological properties of three representative two-dimensional (2D) nanomaterials; these nanomaterials consisted of black phosphorus (BP), graphene (GR), and nitrogenized graphene (C2N) and were studied using molecular dynamics simulations. The results showed that the α-helix motif underwent a slight structural change on the BP surface and little structural change on the C2N surface. In contrast, the structure of the β-sheet motif remained fairly intact on both the BP and C2N surfaces. The α-helix and β-sheet motifs were able to freely migrate on the BP surface, but they were anchored to the C2N surface. In contrast to BP and C2N, GR severely disrupted the structures of the α-helix and β-sheet motifs. BBA protein with mixed α/β structures adsorbed on the BP and C2N surfaces and exhibited biological behaviors that were consistent with those of the α-helix and β-sheet motifs. In summary, C2N may possess better biocompatibility than BP and GR and is expected to have applications in the biomedical field. This study not only comprehensively evaluated the biological characteristics of nanomaterials but also provided a theoretical strategy to explore and distinguish the surface characteristics of nanomaterials.
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Affiliation(s)
- Ruirui Liu
- College of Chemistry & Chemical Engineering, Lanzhou University, Lanzhou 730000, PR China
| | - Honglin Zhai
- College of Chemistry & Chemical Engineering, Lanzhou University, Lanzhou 730000, PR China
| | - Yajie Meng
- College of Chemistry & Chemical Engineering, Lanzhou University, Lanzhou 730000, PR China
| | - Min Zhu
- College of Chemistry & Chemical Engineering, Lanzhou University, Lanzhou 730000, PR China
| | - Tao Wen
- Gansu Computing Center, Lanzhou 730030, China
| | - Nengzhi Jin
- Gansu Computing Center, Lanzhou 730030, China
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15
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Abstract
Understanding peptide-surface interactions is crucial for programming self-assembly of peptides at surfaces and in realizing their applications, such as biosensors and biomimetic materials. In this study, we developed insights into the dependence of a residue's interaction with a surface on its neighboring residue in a tripeptide using molecular dynamics simulations. This knowledge is integral for designing rational mutations to control peptide-surface complexes. Using graphene as our model surface, we estimated the free energy of adsorption (ΔAads) and extracted predominant conformations of 26 tripeptides with the motif LNR-CR-Gly, where LNR and CR are variable left-neighboring and central residues, respectively. We considered a combination of strongly adsorbing (Phe, Trp, and Arg) and weakly adsorbing (Ala, Val, Leu, Ser, and Thr) amino acids on graphene identified in a prior study to form the tripeptides. Our results indicate that ΔAads of a tripeptide cannot be estimated as the sum of ΔAads of each residue indicating that the residues in a tripeptide do not behave as independent entities. We observed that the contributions from the strongly adsorbing amino acids were dominant, which suggests that such residues could be used for strengthening peptide-graphene interactions irrespective of their neighboring residues. In contrast, the adsorption of weakly adsorbing central residues is dependent on their neighboring residues. Our structural analysis revealed that the dihedral angles of LNR are more correlated with that of CR in the adsorbed state than in bulk state. Together with ΔAads trends, this implies that different backbone structures of a given CR can be accessed for a similar ΔAads by varying the LNR. Therefore, incorporation of context effects in designing mutations can lead to desired peptide structure at surfaces. Our results also emphasize that these cooperative effects in ΔAads and structure are not easily predicted a priori. The collective results have applications in guiding rational mutagenesis techniques to control orientation of peptides at surfaces and in developing peptide structure prediction algorithms in adsorbed state from its sequence.
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Affiliation(s)
- Siva Dasetty
- Department of Chemical & Biomolecular Engineering, Clemson University, Clemson, South Carolina 29634, United States
| | - Sapna Sarupria
- Department of Chemical & Biomolecular Engineering, Clemson University, Clemson, South Carolina 29634, United States
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16
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Zhao L, Gu Z. Potential Unwinding of Double-Stranded DNA upon Binding to a Carbon Nitride Polyaniline (C 3N) Nanosheet. J Phys Chem B 2021; 125:2258-2265. [PMID: 33625858 DOI: 10.1021/acs.jpcb.0c11288] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Recently, carbon nitride polyaniline (C3N) had attracted considerable attention from many scientific fields after its successful synthesis. However, thus far, limited efforts were devoted to reveal its potential effect to biomolecules, which correlated intimately with its further utilization. In this study, by using a molecular dynamics (MD) simulation approach, we investigated in detail the interaction between C3N and a double-stranded DNA (dsDNA) segment to expose the underlying biological effect of C3N to dsDNA and the corresponding molecular basis. MD simulation results demonstrated that dsDNA presented serious damages upon adsorption onto a C3N nanosheet with the terminal base pairs denaturized, unwound, and directly packing on the C3N surface, which implied that C3N was potentially deleterious to biomolecules. This binding/unwinding process was mainly guided by a combination of van der Waals and π-π stacking interactions together with a continuous lateral migration of dsDNA. Moreover, the nanoscale dewetting also played an important role during the adsorption. These findings revealed the potential bio-effect of the C3N nanomaterial and its molecular mechanism, which might benefit the future applications of C3N-based nanostructures.
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Affiliation(s)
- Liang Zhao
- College of Physical Science and Technology, Yangzhou University, Yangzhou, Jiangsu 225009, China
| | - Zonglin Gu
- College of Physical Science and Technology, Yangzhou University, Yangzhou, Jiangsu 225009, China
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17
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Mishra RK, Ahmad A, Vyawahare A, Alam P, Khan TH, Khan R. Biological effects of formation of protein corona onto nanoparticles. Int J Biol Macromol 2021; 175:1-18. [PMID: 33508360 DOI: 10.1016/j.ijbiomac.2021.01.152] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 01/21/2021] [Accepted: 01/21/2021] [Indexed: 12/25/2022]
Abstract
Administration of nanomaterials based medicinal and drug carrier systems into systemic circulation brings about interaction of blood components e.g. albumin and globulin proteins with these nanosystems. These blood or serum proteins either get loosely attached over these nanocarriers and form soft protein corona or are tightly adsorbed over nanoparticles and hard protein corona formation occurs. Formation of protein corona has significant implications over a wide array of physicochemical and medicinal attributes. Almost all pharmacological, toxicological and carrier characteristics of nanoparticles get prominently touched by the protein corona formation. It is this interaction of nanoparticle protein corona that decides and influences fate of nanomaterials-based systems. In this article, authors reviewed several diverse aspects of protein corona formation and its implications on various possible outcomes in vivo and in vitro. A brief description regarding formation and types of protein corona has been included along with mechanisms and pharmacokinetic, pharmacological behavior and toxicological profiles of nanoparticles has been described. Finally, significance of protein corona in context of its in vivo and in vitro behavior, involvement of biomolecules at nanoparticle plasma interface and other interfaces and effects of protein corona on biocompatibility characteristics have also been touched upon.
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Affiliation(s)
- Rakesh Kumar Mishra
- Department of Nano-Therapeutics, Institute of Nano Science and Technology, Habitat Centre, Phase 10, Sector 64, Mohali, Punjab 160062, India
| | - Anas Ahmad
- Department of Nano-Therapeutics, Institute of Nano Science and Technology, Habitat Centre, Phase 10, Sector 64, Mohali, Punjab 160062, India
| | - Akshay Vyawahare
- Department of Nano-Therapeutics, Institute of Nano Science and Technology, Habitat Centre, Phase 10, Sector 64, Mohali, Punjab 160062, India
| | - Pravej Alam
- Department of Biology, College of Science and Humanities, Prince Sattam bin Abdulaziz University, PO box 173, Alkharj, 11942, Saudi Arabia
| | | | - Rehan Khan
- Department of Nano-Therapeutics, Institute of Nano Science and Technology, Habitat Centre, Phase 10, Sector 64, Mohali, Punjab 160062, India.
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18
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Gu Z, Perez-Aguilar JM, Shao Q. Restricted binding of a model protein on C3N4 nanosheets suggests an adequate biocompatibility of the nanomaterial. RSC Adv 2021; 11:7417-7425. [PMID: 35423284 PMCID: PMC8694939 DOI: 10.1039/d0ra10125g] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 02/03/2021] [Indexed: 11/21/2022] Open
Abstract
The fixed binding pattern of protein adsorption to C3N4 plays a major role in the nanomaterial biocompatibility, which results from the inherent porous surface structure.
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Affiliation(s)
- Zonglin Gu
- College of Physical Science and Technology
- Yangzhou University
- China
| | - Jose Manuel Perez-Aguilar
- School of Chemical Sciences
- Meritorious Autonomous University of Puebla (BUAP)
- University City
- Puebla 72570
- Mexico
| | - Qiwen Shao
- Institute of Quantitative Biology
- Department of Physics
- College of Life Science
- Zhejiang University
- Hangzhou 310027
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19
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Gu Z, Perez-Aguilar JM, Meng L, Zhou R. Partial Denaturation of Villin Headpiece upon Binding to a Carbon Nitride Polyaniline (C3N) Nanosheet. J Phys Chem B 2020; 124:7557-7563. [DOI: 10.1021/acs.jpcb.0c05850] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Affiliation(s)
- Zonglin Gu
- Institute of Quantitative Biology, Department of Physics, and College of Life Sciences, Zhejiang University, Hangzhou 310027, China
| | - Jose Manuel Perez-Aguilar
- School of Chemical Sciences, Meritorious Autonomous University of Puebla (BUAP), University City, Puebla 72570, Mexico
| | - Lijun Meng
- Institute of Quantitative Biology, Department of Physics, and College of Life Sciences, Zhejiang University, Hangzhou 310027, China
| | - Ruhong Zhou
- Institute of Quantitative Biology, Department of Physics, and College of Life Sciences, Zhejiang University, Hangzhou 310027, China
- Department of Chemistry, Columbia University, New York, New York 10027, Unites States
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20
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Puglia MK, Malhotra M, Kumar CV. Engineering functional inorganic nanobiomaterials: controlling interactions between 2D-nanosheets and enzymes. Dalton Trans 2020; 49:3917-3933. [PMID: 31799574 DOI: 10.1039/c9dt03893k] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
A better understanding of the enzyme-nanosheet interface is imperative for the design of functional, robust inorganic nanobiomaterials and biodevices, now more than ever, for use in a broad spectrum of applications. This feature article discusses recent advances in controlling the enzyme-nanosheet interface with regards to α-zirconium(iv) phosphate (α-ZrP), graphene oxide (GO), graphene, and MoS2 nanosheets. Specific focus will be placed on understanding the mechanisms with which these materials interact with enzymes and elaborate on particular ways to engineer and control these interactions. Our main discoveries include: (1) upon adsorption to the nanosheet surface, a decrease in the entropy of the enzyme's denatured state enhances stability; (2) proteins are used to create biophilic landing pads for increased enzyme stability on many different types of nanosheets; (3) proteins and enzymes are used as exfoliants by shear force to produce biofunctionalized nanosheet suspensions; and (4) bionfunctionalized nanosheets exhibit no acute toxicity. Recognizing proper methods to engineer the interface between enzymes and 2D-nanosheets, therefore, is an important step towards making green, sustainable, and environmentally conscious inorganic bionanomaterials for sensing, catalysis and drug delivery applications, as well as towards the successful manipulation of enzymes for advanced applications.
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Affiliation(s)
- Megan K Puglia
- University of Connecticut, Department of Chemistry, Storrs, CT 06269, USA.
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21
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Luan B, Cheng S. Potential interference with microtubule assembly by graphene: a tug-of-war. NANOSCALE 2020; 12:4968-4974. [PMID: 32055814 DOI: 10.1039/c9nr10234e] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
With the ever-increasing demand for graphene-based materials and their promising applications in numerous nanotechnologies, the biological effects of graphene on living systems have become crucial and ought to be well understood. Previously, both the cytotoxicity of graphene towards biological cells and its potential application as a nanomedicine have been revealed experimentally and theoretically. Besides many existing anticancer drugs that target microtubules, here we investigate the possibility of using graphene as a nanomedicine, which could alter the dynamic assembly and disassembly of a microtubule. We found that when a graphene nanosheet is at the hydrophilic interface of two neighboring heterodimers (containing α and β tubulins), it can pull one dimer away from the other through a "tug-of-war" mechanism, driven by the strong dispersive interaction exerted by the surface of the graphene nanosheet. This work demonstrates that based on the existing methods for mitigating graphene's cytotoxicity (already developed in this field), a graphene-based nanomedicine could be designed to target microtubules of cancer cells and induce cell apoptosis.
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Affiliation(s)
- Binquan Luan
- IBM T. J. Watson Research Center, 1101 Kitchawan Road, Yorktown Heights, NY 10598, USA.
| | - Shengfeng Cheng
- Department of Physics, Center for Soft Matter and Biological Physics, and Macromolecules Innovation Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA.
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22
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Zhang W, Chen Y, Huynh T, Yang Y, Yang X, Zhou R. Directional extraction and penetration of phosphorene nanosheets to cell membranes. NANOSCALE 2020; 12:2810-2819. [PMID: 31961358 DOI: 10.1039/c9nr09577b] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Recently, phosphorene, a novel two-dimensional nanomaterial with a puckered surface morphology, was shown to exhibit cytotoxicity, but its underlying molecular mechanisms remain unknown. Herein, using large scale molecular dynamics simulations, we show that phosphorene nanosheets can penetrate into and extract large amounts of phospholipids from the cell membranes due to the strong dispersion interaction between phosphorene and lipid molecules, which would reduce cell viability. The extracted phospholipid molecules are aligned along the wrinkle direction of the phosphorene nanosheet because of its unique puckered structure. Our results also reveal that small phosphorene nanosheets penetrate into the cell membrane in a specific direction which is determined by the size and surface topography of phosphorene and the thickness of the membrane. These findings might shed light on understanding phosphorene's cytotoxicity and would be helpful for the future potential biomedical applications of phosphorene, such as biosensors and antibacterial agents.
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Affiliation(s)
- Wei Zhang
- School of Materials and Physics, China University of Mining and Technology, Xuzhou 221116, China.
| | - Yezhe Chen
- School of Materials and Physics, China University of Mining and Technology, Xuzhou 221116, China.
| | - Tien Huynh
- Computational Biology Center, IBM Thomas J. Watson Research Center, Yorktown Heights, New York 10598, USA.
| | - Yunqiu Yang
- School of Materials and Physics, China University of Mining and Technology, Xuzhou 221116, China.
| | - Xianqing Yang
- School of Materials and Physics, China University of Mining and Technology, Xuzhou 221116, China.
| | - Ruhong Zhou
- Computational Biology Center, IBM Thomas J. Watson Research Center, Yorktown Heights, New York 10598, USA. and Department of Chemistry, Columbia University, New York, New York 10027, USA
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23
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Puglia MK, Aziz S, Brady KM, O'Neill M, Kumar CV. Stirred Not Shaken: Facile Production of High-Quality, High-Concentration Graphene Aqueous Suspensions Assisted by a Protein. ACS APPLIED MATERIALS & INTERFACES 2020; 12:3815-3826. [PMID: 31880423 DOI: 10.1021/acsami.9b15121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
A simple method to produce record concentrations (up to 10 mg mL-1) of high-quality aqueous graphene suspensions by using an ordinary benchtop magnetic stirrer is reported. The shear rates employed here are almost 10 times less than those in previous reports, and graphene is efficiently separated from unexfoliated graphite during the synthesis. Systematic optimization of synthesis parameters, such as pH, protein concentration, temperature, stirrer speed, and volume of solution, afforded efficient conversion (100%) of graphite to graphene-aqueous suspensions. The synthesis is readily scaled-up with a continuous flow reactor where the graphene is produced and separated 24/7, with little or no human intervention. Raman spectroscopy confirmed little to no sp3 or oxidative defects, and that the graphene nanosheets consisted of three to five layers. The graphene suspensions were coated on aluminum and tested for thermal conductivity applications. The thermal conductivity of our graphene sample was calculated to be 684 W m-1 K-1, a value greater than that of a commercial sample. The activation energy measured for shear exfoliation by stirring was found to be over 45 billion times smaller than the corresponding thermal activation energy, affording physical insight into the process. We hypothesize that stirring selectively populates translational states that are necessary for exfoliation and thus requires far less energy than conventional exfoliation methods, where the energy is uniformly distributed among all available modes. Therefore, an efficient, convenient, and inexpensive method for graphene production in limited-resource settings is reported here.
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Affiliation(s)
- Megan K Puglia
- Department of Chemistry , University of Connecticut , 55 North Eagleville Road , Storrs , Connecticut 06268 , United States
| | - Sohan Aziz
- Department of Molecular and Cell Biology , University of Connecticut , 91 North Eagleville Road , Storrs , Connecticut 06268 , United States
| | - Kevin M Brady
- Department of Chemistry , University of Connecticut , 55 North Eagleville Road , Storrs , Connecticut 06268 , United States
| | - Mark O'Neill
- Mark O'Neill, LLC , 9500 Ray White Road, Suite 200 , Fort Worth , Texas 76244 , United States
| | - Challa V Kumar
- Department of Chemistry , University of Connecticut , 55 North Eagleville Road , Storrs , Connecticut 06268 , United States
- Department of Molecular and Cell Biology , University of Connecticut , 91 North Eagleville Road , Storrs , Connecticut 06268 , United States
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24
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Zou A, Lee S, Li J, Zhou R. Retained Stability of the RNA Structure in DNA Packaging Motor with a Single Mg2+ Ion Bound at the Double Mg-Clamp Structure. J Phys Chem B 2020; 124:701-707. [DOI: 10.1021/acs.jpcb.9b06428] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Aodong Zou
- Department of Engineering Mechanics, Zhejiang University, Hangzhou 310027, China
- Institute of Quantitative Biology and Department of Physics, Zhejiang University, Hangzhou 310027, China
| | - Sangyun Lee
- Computational Biological Center, IBM Thomas J. Watson Research Center, Yorktown Heights, New York 10598, United States
| | - Jingyuan Li
- Institute of Quantitative Biology and Department of Physics, Zhejiang University, Hangzhou 310027, China
| | - Ruhong Zhou
- Institute of Quantitative Biology and Department of Physics, Zhejiang University, Hangzhou 310027, China
- Computational Biological Center, IBM Thomas J. Watson Research Center, Yorktown Heights, New York 10598, United States
- Department of Chemistry, Columbia University, New York, New York 10027, United States
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25
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Liu S, Yin X, Zhou H, Zhou B, Shao Q, Yang Z, Zhou R. Different platinum crystal surfaces show very distinct protein denaturation capabilities. NANOSCALE 2019; 11:19352-19361. [PMID: 31620747 DOI: 10.1039/c9nr03682b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Different platinum (Pt) surfaces of nanocrystals usually exhibit significant distinctions with regard to various biological, physical, and chemical characteristics, such as bio-recognition, surface wetting, and catalytic activities. In this study, we report for the first time that two shape-controlled Pt nanocrystals with the most common low-index surfaces, Pt(100) and Pt(111), show very dissimilar protein denaturation capabilities based on all-atom molecular dynamics simulations employing the widely used model protein, villin headpiece (HP35). We demonstrate that HP35 is well preserved on the Pt(100) crystal surface, whereas it is severely disrupted on the Pt(111) crystal surface. This surprising difference originates from the distinct water behavior in the first solvation shell (FSS) of the two Pt crystal surfaces. Within the FSS of the Pt(100) crystal surface, water molecules form a very compact and stable monolayer through a highly uniform rhombic hydrogen-bond network. This water monolayer prefers the adsorption of acidic residues (such as Glu and Asp) and acts as a shield to prevent other residues from directly coming into contact with the metal surface. On the other hand, the hydrogen bond network in the water monolayer in the FSS of the Pt(111) crystal surface is very sparse and quite defective, which makes it more vulnerable to the penetration of various residues, particularly those with planar side chains such as Phe, Trp and Arg due to strong dispersion interactions, leading to subsequent protein unfolding. The binding free energy calculations for some key amino acids on the two different crystal surfaces further uncover the molecular origin behind their distinct protein denaturation capability. Our study reveals the vital importance of interfacial water in determining the structure of proteins when binding to different metal crystal surfaces. The discovered molecular mechanisms may be helpful for the future development of a bio-assisted programmable synthetic strategy of sophisticated Pt nanostructures for biomedical applications.
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Affiliation(s)
- Shengtang Liu
- Institute of Quantitative Biology and Medicine, State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Collaborative Innovation Center of Radiological Medicine of Jiangsu Higher Education Institutions, Soochow University, Jiangsu 215123, China.
| | - Xiuhua Yin
- Institute of Quantitative Biology and Medicine, State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Collaborative Innovation Center of Radiological Medicine of Jiangsu Higher Education Institutions, Soochow University, Jiangsu 215123, China.
| | - Hong Zhou
- Institute of Quantitative Biology and Medicine, State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Collaborative Innovation Center of Radiological Medicine of Jiangsu Higher Education Institutions, Soochow University, Jiangsu 215123, China.
| | - Bo Zhou
- School of Electronic Engineering, Chengdu Technological University, Chengdu 611730, China
| | - Qiwen Shao
- Institute of Quantitative Biology and Medicine, State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Collaborative Innovation Center of Radiological Medicine of Jiangsu Higher Education Institutions, Soochow University, Jiangsu 215123, China.
| | - Zaixing Yang
- Institute of Quantitative Biology and Medicine, State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Collaborative Innovation Center of Radiological Medicine of Jiangsu Higher Education Institutions, Soochow University, Jiangsu 215123, China.
| | - Ruhong Zhou
- Institute of Quantitative Biology and Medicine, State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Collaborative Innovation Center of Radiological Medicine of Jiangsu Higher Education Institutions, Soochow University, Jiangsu 215123, China. and IBM Thomas J. Watson Research Center, Yorktown Heights, NY 10598, USA and Department of Chemistry, Columbia University, New York, NY 10027, USA
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Gu Z, Song W, Chen SH, Li B, Li W, Zhou R. Defect-assisted protein HP35 denaturation on graphene. NANOSCALE 2019; 11:19362-19369. [PMID: 31099814 DOI: 10.1039/c9nr01143a] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Structural defects in nanomaterials can alter their physical and chemical properties including magnetization, electronic and thermal conductivities, light absorption, and emission capabilities. Here, we investigated the potential impact of these defects on their biological effects through molecular dynamics simulations. By modeling the interaction between a graphene nanosheet and a widely used model protein, the chicken villin headpiece subdomain (HP35), we observed severe protein denaturation upon contact with defective graphene, while the protein remained intact on ideal graphene. The enhanced toxicity of defective graphene was due to the stronger attraction of the surface residues of HP35 from the defect edges (represented by carboxyl groups in our simulations) than from the ideal graphene. Upon binding to defective graphene, the contacting residues were restrained near the defective sites, which acted as "anchors" for the adsorbed protein. The "anchors" subsequently caused the protein to expose its aromatic and hydrophobic core residues to the graphene surface, via strong π-π stacking and hydrophobic interactions, thus leading to the unfolding of the protein. These findings not only highlight the importance of defects in nanomaterials' impact on biological systems, but also provide insights into fine-tuning the potential biological properties of nanomaterials through defect engineering.
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Affiliation(s)
- Zonglin Gu
- State Key Laboratory of Radiation Medicine and Protection, School for Radiological and Interdisciplinary Sciences (RAD-X), and Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Soochow University, Suzhou 215123, China.
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He Z, Li J, Chen SH, Zhou R. Surface Inhomogeneity of Graphene Oxide Influences Dissociation of Aβ 16-21 Peptide Assembly. J Phys Chem B 2019; 123:9098-9103. [PMID: 31566974 DOI: 10.1021/acs.jpcb.9b07359] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abnormal peptide assembly and aggregation is associated with an array of neurodegenerative diseases including Alzheimer's disease (AD). A detailed understanding of how nanostructured materials such as oxidized graphene perturb the peptide assembly and subsequently induce fibril dissociation may open new directions for the development of potential AD treatments. Here, we investigate the impact of surface inhomogeneity of graphene oxide (GO) on the assembly of amyloid-beta Aβ16-21 peptides on GO surfaces with different degrees of oxidation using molecular dynamics simulations. Interestingly, nonuniform GO nanosheets (in terms of oxidation sites) have a much stronger perturbation effect on the structure of Aβ16-21 assembly. The Aβ peptides exhibit a remarkable tendency in binding to the scattered interfaces between unoxidized and oxidized regions, which induces the dissociation of Aβ amyloid fibril. These findings should deepen our understanding of surface-induced peptide dissociation and stimulate discovery of alternative AD treatments.
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Affiliation(s)
| | | | - Serena H Chen
- Computational Biological Center , IBM Thomas J. Watson Research Center , Yorktown Heights , New York 10598 , United States
| | - Ruhong Zhou
- Computational Biological Center , IBM Thomas J. Watson Research Center , Yorktown Heights , New York 10598 , United States
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Zhang L, Luan B, Zhou R. Parameterization of Molybdenum Disulfide Interacting with Water Using the Free Energy Perturbation Method. J Phys Chem B 2019; 123:7243-7252. [PMID: 31369702 DOI: 10.1021/acs.jpcb.9b02797] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Water contact angles (WCA) are often used to parametrize force field parameters of novel 2D nanomaterials, such as molybdenum disulfide (MoS2), which has emerged as a promising nanomaterial in many biomedical applications due to its unique and impressive properties. However, there is a wide range of water-MoS2 contact angles in the literature depending on the aging process on the surface of a MoS2 nanosheet and/or substrate material. In this study, we revisit and optimize existing parameters for the basal plane of MoS2 with two popular water models, TIP3P and SPC/E, using the wide range of WCAs from various experiments. We develop and deploy the free energy perturbation method for parametrizing MoS2 with experimentally determined WCAs for both fresh and aged surfaces. Energy decomposition analysis on the simulation trajectories reveals that MoS2-water interaction is dominated by van der Waals interaction, which mainly comes from the top layer of MoS2. We conclude that to describe both fresh and aged MoS2 surfaces it is convenient to only adjust the Lennard-Jones parameter εS (the depth of the potential well of a sulfur atom), which displays a surprisingly linear correlation with WCAs.
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Affiliation(s)
- Leili Zhang
- Computational Biology Center , IBM Thomas J. Watson Research Center , Yorktown Heights , New York 10598 , United States
| | - Binquan Luan
- Computational Biology Center , IBM Thomas J. Watson Research Center , Yorktown Heights , New York 10598 , United States
| | - Ruhong Zhou
- Computational Biology Center , IBM Thomas J. Watson Research Center , Yorktown Heights , New York 10598 , United States
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29
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Ignat SR, Lazăr AD, Şelaru A, Samoilă I, Vlăsceanu GM, Ioniţă M, Radu E, Dinescu S, Costache M. Versatile Biomaterial Platform Enriched with Graphene Oxide and Carbon Nanotubes for Multiple Tissue Engineering Applications. Int J Mol Sci 2019; 20:ijms20163868. [PMID: 31398874 PMCID: PMC6720708 DOI: 10.3390/ijms20163868] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 07/26/2019] [Accepted: 08/05/2019] [Indexed: 01/05/2023] Open
Abstract
Carbon-based nanomaterials, such as graphene oxide (GO) or carbon nanotubes (CNTs) are currently used in various medical applications due to their positive influence on biocompatibility, adhesion, proliferation, and differentiation, as well as their contribution to modulating cell behavior in response to nanomaterial substrates. In this context, in this study, novel flexible membranes based on cellulose acetate (CA) enriched with CNT and GO in different percentages were tested for their versatility to be used as substrates for soft or hard tissue engineering (TE), namely, for their ability to support human adipose-derived stem cells (hASCs) adhesion during adipogenic or osteogenic differentiation. For this purpose, differentiation markers were assessed both at gene and protein levels, while histological staining was performed to show the evolution of the processes in response to CA-CNT-GO substrates. Micro-CT analysis indicated porous morphologies with open and interconnected voids. A slightly lower total porosity was obtained for the samples filled with the highest amount of GO and CNTs, but thicker walls, larger and more uniform pores were obtained, providing beneficial effects on cell behavior and increased mechanical stability. The addition of 1 wt% GO and CNT to the biocomposites enhanced hASCs adhesion and cytoskeleton formation. The evolution of both adipogenic and osteogenic differentiation processes was found to be augmented proportionally to the GO-CNT concentration. In conclusion, CA-CNT-GO biomaterials displayed good properties and versatility as platforms for cell differentiation with potential as future implantable materials in TE applications.
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Affiliation(s)
- Simona-Rebeca Ignat
- Department of Biochemistry and Molecular Biology, University of Bucharest, 050095 Bucharest, Romania
| | - Andreea Daniela Lazăr
- Department of Biochemistry and Molecular Biology, University of Bucharest, 050095 Bucharest, Romania
| | - Aida Şelaru
- Department of Biochemistry and Molecular Biology, University of Bucharest, 050095 Bucharest, Romania
| | - Iuliana Samoilă
- Department of Biochemistry and Molecular Biology, University of Bucharest, 050095 Bucharest, Romania
| | - George Mihail Vlăsceanu
- Advanced Polymer Materials Group, University Politehnica of Bucharest, 011061 Bucharest, Romania
| | - Mariana Ioniţă
- Advanced Polymer Materials Group, University Politehnica of Bucharest, 011061 Bucharest, Romania
| | - Eugen Radu
- Molecular Biology and Pathology Research Lab "MolImagex", University Hospital Bucharest, 050098 Bucharest, Romania
| | - Sorina Dinescu
- Department of Biochemistry and Molecular Biology, University of Bucharest, 050095 Bucharest, Romania.
| | - Marieta Costache
- Department of Biochemistry and Molecular Biology, University of Bucharest, 050095 Bucharest, Romania
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Cherian R, Sandeman S, Ray S, Savina I, J. A, P.V. M. Green synthesis of Pluronic stabilized reduced graphene oxide: Chemical and biological characterization. Colloids Surf B Biointerfaces 2019; 179:94-106. [DOI: 10.1016/j.colsurfb.2019.03.043] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 03/18/2019] [Accepted: 03/19/2019] [Indexed: 10/27/2022]
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31
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Duan G, Chen L, Jing Z, De Luna P, Wen L, Zhang L, Zhao L, Xu J, Li Z, Yang Z, Zhou R. Robust Antibacterial Activity of Tungsten Oxide (WO 3-x) Nanodots. Chem Res Toxicol 2019; 32:1357-1366. [PMID: 31251039 DOI: 10.1021/acs.chemrestox.8b00399] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Antibacterial agents are an important tool in the prevention of bacterial infections. Inorganic materials are attractive due to their high stability under a variety of conditions compared to organic antibacterial agents. Herein tungsten oxide nanodots (WO3-x), synthesized by a simple one-pot synthetic approach, were found to exhibit strong antibacterial capabilities. The analyses with colony-forming units (CFU) showed an excellent antibacterial activity of WO3-x against both Gram-negative Escherichia coli (E. coli) and Gram-positive Staphylococcus aureus (S. aureus) strains. The scanning electron microscopy (SEM) and transmission electron microscopy (TEM) images revealed clear damages to the bacterial cell membranes, which was further confirmed by molecular dynamics simulations. Additionally, exposure to simulated sunlight was found to further increase the germicidal activity of WO3-x nanodots, a 30 min exposure to sunlight combined with 50 μg/mL WO3-x nanodots showed a 70% decrease in E. coli viability compared to without exposure. Electron spin resonance spectroscopy (ESR) was used to elucidate the underlying mechanism of this photocatalytic activity through the generation of hydroxyl radical species. The cell counting kit-8 (CCK-8) and the live/dead assay were further employed to evaluate the cytotoxicity of WO3-x nanodots on eukaryotic cells, which demonstrated their general biocompatibility. In summary, our results suggest WO3-x nanodots have considerable potential in antibacterial applications, while also being biocompatible at large.
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Affiliation(s)
- Guangxin Duan
- State Key Laboratory of Radiation Medicine and Protection, School for Radiological and Interdisciplinary Sciences (RAD-X), Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions , Soochow University , Suzhou 215123 , China.,Center of Burn & Trauma , Affiliated Suzhou Hospital of Nanjing Medical University , Suzhou 215008 , China
| | - Lu Chen
- State Key Laboratory of Radiation Medicine and Protection, School for Radiological and Interdisciplinary Sciences (RAD-X), Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions , Soochow University , Suzhou 215123 , China
| | - Zhifeng Jing
- IBM Thomas J. Watson Research Center , Yorktown Heights , New York 10598 , United States
| | - Phil De Luna
- IBM Thomas J. Watson Research Center , Yorktown Heights , New York 10598 , United States
| | - Ling Wen
- State Key Laboratory of Radiation Medicine and Protection, School for Radiological and Interdisciplinary Sciences (RAD-X), Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions , Soochow University , Suzhou 215123 , China
| | - Leili Zhang
- IBM Thomas J. Watson Research Center , Yorktown Heights , New York 10598 , United States
| | - Lin Zhao
- State Key Laboratory of Radiation Medicine and Protection, School for Radiological and Interdisciplinary Sciences (RAD-X), Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions , Soochow University , Suzhou 215123 , China
| | - Jiaying Xu
- State Key Laboratory of Radiation Medicine and Protection, School for Radiological and Interdisciplinary Sciences (RAD-X), Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions , Soochow University , Suzhou 215123 , China
| | - Zhen Li
- State Key Laboratory of Radiation Medicine and Protection, School for Radiological and Interdisciplinary Sciences (RAD-X), Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions , Soochow University , Suzhou 215123 , China
| | - Zaixing Yang
- State Key Laboratory of Radiation Medicine and Protection, School for Radiological and Interdisciplinary Sciences (RAD-X), Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions , Soochow University , Suzhou 215123 , China
| | - Ruhong Zhou
- State Key Laboratory of Radiation Medicine and Protection, School for Radiological and Interdisciplinary Sciences (RAD-X), Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions , Soochow University , Suzhou 215123 , China.,IBM Thomas J. Watson Research Center , Yorktown Heights , New York 10598 , United States.,Department of Chemistry , Columbia University , New York , New York 10027 , United States
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32
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Ganazzoli F, Raffaini G. Classical atomistic simulations of protein adsorption on carbon nanomaterials. Curr Opin Colloid Interface Sci 2019. [DOI: 10.1016/j.cocis.2018.11.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Gu Z, Song W, Liu S, Li B, Plant LD, Meng XY. Potential blockade of the human voltage-dependent anion channel by MoS 2 nanoflakes. Phys Chem Chem Phys 2019; 21:9520-9530. [PMID: 31020281 DOI: 10.1039/c9cp00195f] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/18/2024]
Abstract
Despite significant interest in molybdenum disulfide (MoS2) nanomaterials, particularly in biomedicine, their biological effects have been understudied. Here, we explored the effect of MoS2 nanoflakes on the ubiquitous mitochondrial porin voltage-dependent anion channel (VDAC1), using a combined computational and functional approach. All-atomic molecular dynamics simulations suggest that MoS2 nanoflakes make specific contact interactions with human VDAC1. We show that the initial contacts between hVDAC1 and the nanoflake are hydrophobic but are subsequently enhanced by a complex interplay of van der Waals (vdW), hydrophobic and electrostatic interactions in the equilibrium state. Moreover, the MoS2 nanoflake can insert into the lumen of the hVDAC1 pore. Free-energy calculations computed by the potential of mean force (PMF) verify that the blocked configuration of the MoS2-hVDAC1 complex is more energetically favorable than the non-blocked binding mode. Consistent with these predictions, we showed that MoS2 depolarizes the mitochondrial membrane potential (Ψm) and causes a decrease in the viability of mammalian tissue culture cells. These findings might shed new light on the potential biological effect of MoS2 nanomaterials.
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Affiliation(s)
- Zonglin Gu
- Institute of Quantitative Biology and Medicine, SRMP and RAD-X, Collaborative Innovation Center of Radiological Medicine of Jiangsu Higher Education Institutions, State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou 215123, China.
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34
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Assessment of PCL/carbon material scaffolds for bone regeneration. J Mech Behav Biomed Mater 2019; 93:52-60. [DOI: 10.1016/j.jmbbm.2019.01.020] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 01/16/2019] [Accepted: 01/17/2019] [Indexed: 01/25/2023]
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35
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Dasetty S, Barrows JK, Sarupria S. Adsorption of amino acids on graphene: assessment of current force fields. SOFT MATTER 2019; 15:2359-2372. [PMID: 30789189 DOI: 10.1039/c8sm02621a] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
We compare the free energies of adsorption (ΔAads) and the structural preferences of amino acids on graphene obtained using the non-polarizable force fields-Amberff99SB-ILDN/TIP3P, CHARMM36/modified-TIP3P, OPLS-AA/M/TIP3P, and Amber03w/TIP4P/2005. The amino acid-graphene interactions are favorable irrespective of the force field. While the magnitudes of ΔAads differ between the force fields, the relative free energy of adsorption across amino acids is similar for the studied force fields. ΔAads positively correlates with amino acid-graphene and negatively correlates with graphene-water interaction energies. Using a combination of principal component analysis and density-based clustering technique, we grouped the structures observed in the graphene adsorbed state. The resulting population of clusters, and the conformation in each cluster indicate that the structures of the amino acid in the graphene adsorbed state vary across force fields. The differences in the conformations of amino acids are more severe in the graphene adsorbed state compared to the bulk state for all the force fields. Our findings suggest that the force fields studied will give qualitatively consistent relative strength of adsorption across proteins but different structural preferences in the graphene adsorbed state.
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Affiliation(s)
- Siva Dasetty
- Department of Chemical & Biomolecular Engineering, Clemson University, Clemson, SC 29634, USA.
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36
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Palmieri V, Perini G, De Spirito M, Papi M. Graphene oxide touches blood: in vivo interactions of bio-coronated 2D materials. NANOSCALE HORIZONS 2019; 4:273-290. [PMID: 32254085 DOI: 10.1039/c8nh00318a] [Citation(s) in RCA: 81] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Graphene oxide is the hot topic in biomedical and pharmaceutical research of the current decade. However, its complex interactions with human blood components complicate the transition from the promising in vitro results to clinical settings. Even though graphene oxide is made with the same atoms as our organs, tissues and cells, its bi-dimensional nature causes unique interactions with blood proteins and biological membranes and can lead to severe effects like thrombogenicity and immune cell activation. In this review, we will describe the journey of graphene oxide after injection into the bloodstream, from the initial interactions with plasma proteins to the formation of the "biomolecular corona", and biodistribution. We will consider the link between the chemical properties of graphene oxide (and its functionalized/reduced derivatives), protein binding and in vivo response. We will also summarize data on biodistribution and toxicity in view of the current knowledge of the influence of the biomolecular corona on these processes. Our aim is to shed light on the unsolved problems regarding the graphene oxide corona to build the groundwork for the future development of drug delivery technology.
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Affiliation(s)
- V Palmieri
- Fondazione Policlinico A. Gemelli IRCSS-Università Cattolica Sacro Cuore, Largo Francesco Vito 1, 00168, Roma, Italy.
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37
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Gu Z, Zhao L, Ge C, Liu S, Fang G, Chen SS, Yang Z, Zhou R. Facet-regulated adhesion of double-stranded DNA on palladium surfaces. NANOSCALE 2019; 11:1827-1836. [PMID: 30633285 DOI: 10.1039/c8nr06203j] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
A better understanding of interactions between metal-nanomaterial surfaces and biomolecules such as DNAs is critical for their biomedical applications. Here we investigated double-stranded DNA (dsDNA) adhering to palladium (Pd) nanosheets with two different exposed facets, {100} and {111}, using a combined computational and experimental approach. Different dsDNA binding modes on the two surfaces were observed, with a surprising "upright" conformation on Pd(100) and a "flat" conformation on Pd(111). Molecular dynamics simulations showed a stronger binding of the dsDNA on Pd(111) than Pd(100), which resulted in significant conformational changes and hydrogen bond breakage in the dsDNA on Pd(111). Further analyses revealed that the different binding strengths were caused by the number and arrangement of water molecules in the first solvation shell (FSS) of the two Pd surfaces. The water hydrogen bond network in the FSS of Pd(100) is compact and resists the embedding of dsDNA, while it is less compact on Pd(111), which allows penetration of dsDNA and its direct contact with Pd(111) surface atoms, thereby exhibiting stronger binding. Further free energy calculations with umbrella sampling supported these observations. Finally, these computational predictions on the adsorption capacity of dsDNA on Pd surfaces were confirmed by gel electrophoresis experiments.
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Affiliation(s)
- Zonglin Gu
- State Key Laboratory of Radiation Medicine and Protection, School for Radiological and Interdisciplinary Sciences (RAD-X), and Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Soochow University, Suzhou 215123, China.
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38
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Syama S, Mohanan PV. Comprehensive Application of Graphene: Emphasis on Biomedical Concerns. NANO-MICRO LETTERS 2019; 11:6. [PMID: 34137957 PMCID: PMC7770934 DOI: 10.1007/s40820-019-0237-5] [Citation(s) in RCA: 97] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Accepted: 12/25/2018] [Indexed: 05/03/2023]
Abstract
Graphene, sp2 hybridized carbon framework of one atom thickness, is reputed as the strongest material to date. It has marked its impact in manifold applications including electronics, sensors, composites, and catalysis. Current state-of-the-art graphene research revolves around its biomedical applications. The two-dimensional (2D) planar structure of graphene provides a large surface area for loading drugs/biomolecules and the possibility of conjugating fluorescent dyes for bioimaging. The high near-infrared absorbance makes graphene ideal for photothermal therapy. Henceforth, graphene turns out to be a reliable multifunctional material for use in diagnosis and treatment. It exhibits antibacterial property by directly interacting with the cell membrane. Potential application of graphene as a scaffold for the attachment and proliferation of stem cells and neuronal cells is captivating in a tissue regeneration scenario. Fabrication of 2D graphene into a 3D structure is made possible with the help of 3D printing, a revolutionary technology having promising applications in tissue and organ engineering. However, apart from its advantageous application scope, use of graphene raises toxicity concerns. Several reports have confirmed the potential toxicity of graphene and its derivatives, and the inconsistency may be due to the lack of standardized consensus protocols. The present review focuses on the hidden facts of graphene and its biomedical application, with special emphasis on drug delivery, biosensing, bioimaging, antibacterial, tissue engineering, and 3D printing applications.
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Affiliation(s)
- S Syama
- Toxicology Division, Biomedical Technology Wing, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, 695 012, India
| | - P V Mohanan
- Toxicology Division, Biomedical Technology Wing, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, 695 012, India.
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Huang B, Vyas C, Roberts I, Poutrel QA, Chiang WH, Blaker JJ, Huang Z, Bártolo P. Fabrication and characterisation of 3D printed MWCNT composite porous scaffolds for bone regeneration. MATERIALS SCIENCE & ENGINEERING. C, MATERIALS FOR BIOLOGICAL APPLICATIONS 2018; 98:266-278. [PMID: 30813027 DOI: 10.1016/j.msec.2018.12.100] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 12/13/2018] [Accepted: 12/25/2018] [Indexed: 12/24/2022]
Abstract
Carbon nanotubes (CNTs) with exceptional physical and chemical properties are attracting significant interest in the field of tissue engineering. Several reports investigated CNTs biocompatibility and their impact in terms of cell attachment, proliferation and differentiation mainly using polymer/CNTs membranes. However, these 2D membranes are not able to emulate the complex in vivo environment. In this paper, additive manufacturing (3D printing) is used to create composite 3D porous scaffolds containing different loadings of multi-walled carbon nanotubes (MWCNT) (0.25, 0.75 and 3 wt%) for bone tissue regeneration. Pre-processed and processed materials were extensively characterised in terms of printability, morphological and topographic characteristics and thermal, mechanical and biological properties. Scaffolds with pore sizes ranging between 366 μm and 397 μm were successfully produced and able to sustain early-stage human adipose-derived mesenchymal stem cells attachment and proliferation. Results show that MWCNTs enhances protein adsorption, mechanical and biological properties. Composite scaffolds, particularly the 3 wt% loading of MWCNTs, seem to be good candidates for bone tissue regeneration.
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Affiliation(s)
- Boyang Huang
- School of Mechanical, Aerospace and Civil Engineering, University of Manchester, Manchester M13 9PL, UK
| | - Cian Vyas
- School of Mechanical, Aerospace and Civil Engineering, University of Manchester, Manchester M13 9PL, UK
| | - Iwan Roberts
- School of Health Sciences, University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | | | - Wei-Hung Chiang
- Department of Chemical Engineering, National Twain University of Science and Technology, Taipei 10607, Taiwan
| | - Jonny J Blaker
- School of Materials, The University of Manchester, Manchester M13 9PL, UK
| | - Zhucheng Huang
- Department of Mineral Engineering, Central South University, Changsha 410083, PR China
| | - Paulo Bártolo
- School of Mechanical, Aerospace and Civil Engineering, University of Manchester, Manchester M13 9PL, UK.
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Rasoolzadeh R, Mehrnejad F, Taghdir M, Yaghmaei P. Effects of single-walled carbon nanotube on the conformation of human hepcidin: molecular dynamics simulation and binding free energy calculations. J Biomol Struct Dyn 2018; 37:2125-2132. [DOI: 10.1080/07391102.2018.1477624] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Reza Rasoolzadeh
- Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Faramarz Mehrnejad
- Department of Life Sciences Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran
| | - Majid Taghdir
- Department of Biophysics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Parichehreh Yaghmaei
- Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
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Mattinen ML, Riviere G, Henn A, Nugroho RWN, Leskinen T, Nivala O, Valle-Delgado JJ, Kostiainen MA, Österberg M. Colloidal Lignin Particles as Adhesives for Soft Materials. NANOMATERIALS 2018; 8:nano8121001. [PMID: 30513957 PMCID: PMC6315807 DOI: 10.3390/nano8121001] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2018] [Revised: 11/25/2018] [Accepted: 11/29/2018] [Indexed: 12/16/2022]
Abstract
Lignin has interesting functionalities to be exploited in adhesives for medicine, foods and textiles. Nanoparticles (NPs) < 100 nm coated with poly (L-lysine), PL and poly(L-glutamic acid) PGA were prepared from the laccase treated lignin to coat nanocellulose fibrils (CNF) with heat. NPs ca. 300 nm were prepared, β-casein coated and cross-linked with transglutaminase (Tgase) to agglutinate chamois. Size exclusion chromatography (SEC) and Fourier-transform infrared (FTIR) spectroscopy were used to characterize polymerized lignin, while zeta potential and dynamic light scattering (DLS) to ensure coating of colloidal lignin particles (CLPs). Protein adsorption on lignin was studied by quartz crystal microbalance (QCM). Atomic force microscopy (AFM) was exploited to examine interactions between different polymers and to image NPs with transmission electron microscopy (TEM). Tensile testing showed, when using CLPs for the adhesion, the stress improved ca. 10 and strain ca. 6 times compared to unmodified Kraft. For the β-casein NPs, the values were 20 and 8, respectively, and for the β-casein coated CLPs between these two cases. When NPs were dispersed in adhesive formulation, the increased Young’s moduli confirmed significant improvement in the stiffness of the joints over the adhesive alone. Exploitation of lignin in nanoparticulate morphology is a potential method to prepare bionanomaterials for advanced applications.
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Affiliation(s)
- Maija-Liisa Mattinen
- Bioproduct Chemistry, Department of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, P.O. Box 16300, FI-00076 Aalto, Espoo, Finland.
| | - Guillaume Riviere
- Bioproduct Chemistry, Department of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, P.O. Box 16300, FI-00076 Aalto, Espoo, Finland.
| | - Alexander Henn
- Bioproduct Chemistry, Department of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, P.O. Box 16300, FI-00076 Aalto, Espoo, Finland.
| | - Robertus Wahyu N Nugroho
- Bioproduct Chemistry, Department of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, P.O. Box 16300, FI-00076 Aalto, Espoo, Finland.
| | - Timo Leskinen
- Bioproduct Chemistry, Department of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, P.O. Box 16300, FI-00076 Aalto, Espoo, Finland.
| | - Outi Nivala
- VTT Technical Research Centre of Finland Ltd., P.O. Box 1000, FI-02044 VTT Espoo, Finland.
| | - Juan José Valle-Delgado
- Bioproduct Chemistry, Department of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, P.O. Box 16300, FI-00076 Aalto, Espoo, Finland.
| | - Mauri A Kostiainen
- Biohybrid Materials, Department of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, P.O. Box 16100, FI-00076 Aalto, Espoo, Finland.
| | - Monika Österberg
- Bioproduct Chemistry, Department of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, P.O. Box 16300, FI-00076 Aalto, Espoo, Finland.
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42
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Zhou M, Shen Q, Shen JW, Jin L, Zhang L, Sun Q, Hu Q, Liang L. Understanding the size effect of graphene quantum dots on protein adsorption. Colloids Surf B Biointerfaces 2018; 174:575-581. [PMID: 30502669 DOI: 10.1016/j.colsurfb.2018.11.059] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Revised: 11/22/2018] [Accepted: 11/23/2018] [Indexed: 12/18/2022]
Abstract
Due to the unique structural and mechanical properties, graphene quantum dots (GQDs) are considered as potential candidates in the field of biosensors, bioimaging, and drug delivery etc. In this work, the adsorption of protein villin headpiece (HP35) on GQDs with different sizes was investigated by molecular dynamics simulations. The simulation results identified the key role of the π-π stacking interactions between the aromatic residues of HP35 and GQDs as the binding site. More importantly, with the increase of GQD size, the amount and binding strength of adsorbed residues increase, and sequentially enhance the structure change of adsorbed protein, verified by various analysis of protein structures etc. These findings may improve the understanding of the cytotoxicity and biosafety of GQDs, and hence promote the design and application of GQDs-based biomedical devices.
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Affiliation(s)
- Mengdi Zhou
- School of Medicine, Hangzhou Normal University, Hangzhou 310016, People's Republic of China
| | - Qiyin Shen
- School of Medicine, Hangzhou Normal University, Hangzhou 310016, People's Republic of China
| | - Jia-Wei Shen
- School of Medicine, Hangzhou Normal University, Hangzhou 310016, People's Republic of China.
| | - Lehong Jin
- School of Medicine, Hangzhou Normal University, Hangzhou 310016, People's Republic of China
| | - Li Zhang
- Department of Chemistry, Key Laboratory of Advanced Textile Materials and Manufacturing Technology of Education Ministry, Zhejiang Sci-Tech University, Hangzhou, 310018, People's Republic of China
| | - Quan Sun
- Department of ultrasound medicine, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, 310015, People's Republic of China
| | - Quan Hu
- School of Medicine, Hangzhou Normal University, Hangzhou 310016, People's Republic of China
| | - Lijun Liang
- College of Life Information Science and Instrument Engineering, Hangzhou Dianzi University, Hangzhou, 310018, People's Republic of China.
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43
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A Simple Flow Reactor for Continuous Synthesis of Biographene for Enzymology Studies. Methods Enzymol 2018. [PMID: 30244794 DOI: 10.1016/bs.mie.2018.08.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
The unique properties of graphene make it an intriguing platform for the attachment and enhancement of biological molecules, but it has yet to achieve its full potential in terms of biological applications. Single-layer graphene is expensive, making alternatives to this material highly desired for applications that require high-quality graphene in large quantities. In this context, we report a simple, environmentally friendly, nonlabor-intensive method for the synthesis of colloidal graphene suspensions of 3-5 layers, stabilized by bovine serum albumin, in water. The method involves a flow reactor designed to continually yield high-quality graphene colloids, synthesized, purified, and optimized all in one setup. The flow reactor is able to produce colloidal graphene sheets on a multigram scale, and these colloids were characterized by Raman spectroscopy, electron microscopy, and zeta potential studies. The average size of the sheets is 0.16μm2, each consisting of 3-5 layers of graphene with little or no sp3 defects. These graphene colloids stabilized by the protein were successfully used in protein kinetic studies as well as in surface plasmon resonance protein binding studies. The ease of synthesis of these high-quality graphene colloidal suspensions in water provides an exciting opportunity for biographene to be used on an industrial scale for electronic, thermal, and enzymology applications.
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44
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Lu N, Sui Y, Tian R, Peng YY. Adsorption of Plasma Proteins on Single-Walled Carbon Nanotubes Reduced Cytotoxicity and Modulated Neutrophil Activation. Chem Res Toxicol 2018; 31:1061-1068. [PMID: 30207453 DOI: 10.1021/acs.chemrestox.8b00141] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Proteins in the bloodstream bind to carbon nanotubes (CNTs) through noncovalent interactions to form a protein corona, thereby effectively influencing the biological properties and blood biocompatibility of the CNTs. Here, we investigated the binding of common plasma proteins (i.e., human immunoglobulin G (IgG), human serum albumin (HSA), and fibrinogen (FG)) to carboxylated single-walled CNTs (SWCNTs), and evaluated the effects of these different protein coronas on cytotoxicity to endothelial cells and immune response to neutrophils in the bloodstream. Measurements of adsorption parameters revealed tight binding of proteins to SWCNTs, and the SWCNTs adsorption capacities followed the order FG > HSA > IgG. In addition, the basic residues (Arg, Lys, His) were found to play an important role in the formation of protein-SWCNTs corona complexes and determine their adsorption capacity. Consistent with the higher protein adsorption capacity, FG more significantly reduced the cytotoxicity of CNTs to human umbilical vein endothelial cells than the other two proteins. However, only treatment of SWCNTs with IgG resulted in the enhancement of CNT-induced myeloperoxidase (MPO) release (i.e., neutrophil activation) in neutrophils, while MPO-dependent degradation of CNTs induced less cytotoxicity than initial nanomaterials. Consistent with these effects of protein coronas, the presence of serum attenuated the cytotoxicity of CNTs and CNTs could induce neutrophil activation in human blood plasma. Our study demonstrates the ability of adsorbed plasma proteins to influence cytotoxicity and neutrophil response caused by CNTs in the bloodstream.
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Affiliation(s)
- Naihao Lu
- Key Laboratory of Functional Small Organic Molecule, Ministry of Education; Key Laboratory of Green Chemistry, Jiangxi Province and College of Chemistry and Chemical Engineering , Jiangxi Normal University , Nanchang , 330022 , China
| | - Yinhua Sui
- Key Laboratory of Functional Small Organic Molecule, Ministry of Education; Key Laboratory of Green Chemistry, Jiangxi Province and College of Chemistry and Chemical Engineering , Jiangxi Normal University , Nanchang , 330022 , China
| | - Rong Tian
- Key Laboratory of Functional Small Organic Molecule, Ministry of Education; Key Laboratory of Green Chemistry, Jiangxi Province and College of Chemistry and Chemical Engineering , Jiangxi Normal University , Nanchang , 330022 , China
| | - Yi-Yuan Peng
- Key Laboratory of Functional Small Organic Molecule, Ministry of Education; Key Laboratory of Green Chemistry, Jiangxi Province and College of Chemistry and Chemical Engineering , Jiangxi Normal University , Nanchang , 330022 , China
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45
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Limbacher MR, Puglia MK, Riccardi CM, Kumar CV. Interlocking Enzymes in Graphene-Coated Cellulose Paper for Increased Enzymatic Efficiency. Methods Enzymol 2018; 609:1-22. [PMID: 30244787 DOI: 10.1016/bs.mie.2018.06.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
A simple method for interlocking glucose oxidase and horseradish peroxidase in a network of cellulose fibers coated with bovine serum albumin (BSA)-exfoliated graphene (biographene) is reported here. The resulting paper reactor is inexpensive and stable. Biographene is expected to function as an electron shuttle, making the reaction between the enzyme and the substrate more efficient, and this hypothesis is examined here. The BSA used to separate the sheets of graphene provides extra carboxylic acid groups and primary amines to help interlock the enzymes and the graphene in between the fibers. The decrease in entropy associated with interlocking the enzymes on a solid support is likely responsible for the increase in enzymatic stability/activity observed. Each cellulose disk contained 5.2mg of enzyme per gram of paper and 93% of the enzyme is retained after washing for 0.5-2h. This simple methodology provides a low cost, effective approach for achieving high enzymatic activity and good loadings on a benign, versatile support.
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Affiliation(s)
- Melissa R Limbacher
- Department of Chemistry, University of Connecticut, Storrs, CT, United States
| | - Megan K Puglia
- Department of Chemistry, University of Connecticut, Storrs, CT, United States
| | - Caterina M Riccardi
- Department of Chemistry, University of Connecticut, Storrs, CT, United States
| | - Challa V Kumar
- Department of Chemistry, University of Connecticut, Storrs, CT, United States; Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT, United States.
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46
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The potential impact of carboxylic-functionalized multi-walled carbon nanotubes on trypsin: A Comprehensive spectroscopic and molecular dynamics simulation study. PLoS One 2018; 13:e0198519. [PMID: 29856868 PMCID: PMC5983559 DOI: 10.1371/journal.pone.0198519] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 05/21/2018] [Indexed: 01/03/2023] Open
Abstract
In this study, we report a detailed experimental, binding free energy calculation and molecular dynamics (MD) simulation investigation of the interactions of carboxylic-functionalized multi-walled carbon nanotubes (COOH-f-MWCNTs) with porcine trypsin (pTry). The enzyme exhibits decreased thermostability at 330K in the presence of COOH-f-MWCNTs. Furthermore, the activity of pTry also decreases in the presence of COOH-f-MWCNTs. The restricted diffusion of the substrate to the active site of the enzyme was observed in the experiment. The MD simulation analysis suggested that this could be because of the blocking of the S1 pocket of pTry, which plays a vital role in the substrate selectivity. The intrinsic fluorescence of pTry is quenched with increase in the COOH-f-MWCNTs concentration. Circular dichroism (CD) and UV–visible absorption spectroscopies indicate the ability of COOH-f-MWCNTs to experience conformational change in the native structure of the enzyme. The binding free energy calculations also show that electrostatics, π-cation, and π-π stacking interactions play important roles in the binding of the carboxylated CNTs with pTry. The MD simulation results demonstrated that the carboxylated CNTs adsorb to the enzyme stronger than the CNT without the–COOH groups. Our observations can provide an example of the nanoscale toxicity of COOH-f-MWCNTs for proteins, which is a critical issue for in vivo application of COOH-f-MWCNTs.
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47
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Tang Z, Zhao L, Yang Z, Liu Z, Gu J, Bai B, Liu J, Xu J, Yang H. Mechanisms of oxidative stress, apoptosis, and autophagy involved in graphene oxide nanomaterial anti-osteosarcoma effect. Int J Nanomedicine 2018; 13:2907-2919. [PMID: 29844673 PMCID: PMC5961647 DOI: 10.2147/ijn.s159388] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Background Graphene and its derivative graphene oxide (GO) have been implicated in a wide range of anticancer effects. Purpose The objective of this study was to systematically evaluate the toxicity and underlying mechanisms of GO on two osteosarcoma (OSA) cancer cell lines, MG-63 and K7M2 cells. Methods MG-63 and K7M2 cells were treated by GO (0–50 µg/mL) for various time periods. Cell viability was tested by MTT and Live/Dead assays. A ROS Detection Kit based on DHE oxidative reaction was used for ROS detection. An Annexin V-FITC Apoptosis Kit was used for apoptosis detection. Dansylcadaverine (MDC) dyeing was applied for seeking unspecific autophagosomes. Western blot and Immunofluorescence analysis were used for related protein expression and location. Results K7M2 cells were more sensitive to GO compared with MG-63 cells. The mechanism was attributed to the different extent of the generation of reactive oxygen species (ROS). In K7M2 cells, ROS was easily stimulated and the apoptosis pathway was subsequently activated, accompanied by elevated expression of proapoptosis proteins (such as caspase-3) and decreased expression levels of antiapoptosis proteins (such as Bcl-2). A ROS inhibitor (N-acetylcysteine) could alleviate the cytotoxic effects of GO in K7M2 cells. However, the production of ROS in MG-63 cells was probably inhibited by the activation of an antioxidative factor, nuclear factor-E2-related factor-2, which translocated from the cytoplasm to the nucleus after GO treatment, while a nuclear factor-E2-related factor-2 inhibitor (ML385) significantly increased ROS production in MG-63 cells when combined with GO treatment. In addition, autophagy was simultaneously stimulated by characteristic autophagosome formation, autophagy flux, and increased the expression level of autophagy-related proteins (such as LC3I to LC3II conversion, ATG5, and ATG7). Conclusion This paper proposes various underlying mechanisms of the anticancer effect of GO. The novel synthetic use of GO with an oxidizing agent is the key step for further potential applications in clinical OSA cancer therapy.
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Affiliation(s)
- Zhibing Tang
- Department of Orthopedics, The First Affiliated Hospital of Soochow University, Soochow University, Suzhou, China.,Department of Orthopaedic Surgery, Suzhou Kowloon Hospital, Shanghai Jiaotong University School of Medicine, Suzhou, China
| | - Lin Zhao
- Department of Orthopedics, The First Affiliated Hospital of Soochow University, Soochow University, Suzhou, China.,Institute of Quantitative Biology and Medicine, SRMP and RAD-X, Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Soochow University, Suzhou, China
| | - Zaixing Yang
- Institute of Quantitative Biology and Medicine, SRMP and RAD-X, Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Soochow University, Suzhou, China
| | - Zhaohui Liu
- Department of Anatomy and Histology and Embryology, Basic Medical and Biological Sciences, School of Medicine, Soochow University, Suzhou, China
| | - Jia Gu
- Institute of Quantitative Biology and Medicine, SRMP and RAD-X, Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Soochow University, Suzhou, China
| | - Bing Bai
- Institute of Quantitative Biology and Medicine, SRMP and RAD-X, Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Soochow University, Suzhou, China
| | - Jinlian Liu
- Department of Orthopaedic Surgery, Suzhou Kowloon Hospital, Shanghai Jiaotong University School of Medicine, Suzhou, China
| | - Jiaying Xu
- Institute of Quantitative Biology and Medicine, SRMP and RAD-X, Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Soochow University, Suzhou, China
| | - Huilin Yang
- Department of Orthopedics, The First Affiliated Hospital of Soochow University, Soochow University, Suzhou, China
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48
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Tavakol M, Montazeri A, Naghdabadi R, Hajipour MJ, Zanganeh S, Caracciolo G, Mahmoudi M. Disease-related metabolites affect protein-nanoparticle interactions. NANOSCALE 2018; 10:7108-7115. [PMID: 29616243 DOI: 10.1039/c7nr09502c] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Once in biological fluids, the surface of nanoparticles (NPs) is rapidly covered with a layer of biomolecules (i.e., the "protein corona") whose composition strongly determines their biological identity, regulates interactions with biological entities including cells and the immune system, and consequently directs the biological fate and pharmacokinetics of nanoparticles. We recently introduced the concept of a "personalized protein corona" which refers to the formation of different biological identities of the exact same type of NP after being exposed to extract plasmas from individuals who have various types of diseases. As different diseases have distinct metabolomic profiles and metabolites can interact with proteins, it is legitimate to hypothesize that metabolomic profiles in plasma may have the capacity to, at least partially, drive the formation of a personalized protein corona. To test this hypothesis, we employed a multi-scale approach composed of coarse-grained (CG) and all atom (AA) molecular dynamics (MD) simulations to probe the role of glucose and cholesterol (model metabolites in diabetes and hypercholesterolemia patients) in the interaction of fibrinogen protein and polystyrene NPs. Our results revealed that glucose and cholesterol had the capacity to induce substantial changes in the binding site of fibrinogen to the surface of NPs. More specifically, the simulation results demonstrated that increasing the metabolite amount could change the profiles of fibrinogen adsorption and replacement, what is known as the Vroman effect, on the NP surface. In addition, we also found out that metabolites can substantially determine the immune triggering potency of the fibrinogen-NP complex. Our proof-of-concept outcomes further emphasize the need for the development of patient-specific NPs in a disease type-specific manner for high yielding and safe clinical applications.
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Affiliation(s)
- Mahdi Tavakol
- Department of Mechanical Engineering, Sharif University of Technology, Tehran, Iran.
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49
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Bramini M, Alberini G, Colombo E, Chiacchiaretta M, DiFrancesco ML, Maya-Vetencourt JF, Maragliano L, Benfenati F, Cesca F. Interfacing Graphene-Based Materials With Neural Cells. Front Syst Neurosci 2018; 12:12. [PMID: 29695956 PMCID: PMC5904258 DOI: 10.3389/fnsys.2018.00012] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Accepted: 03/26/2018] [Indexed: 12/12/2022] Open
Abstract
The scientific community has witnessed an exponential increase in the applications of graphene and graphene-based materials in a wide range of fields, from engineering to electronics to biotechnologies and biomedical applications. For what concerns neuroscience, the interest raised by these materials is two-fold. On one side, nanosheets made of graphene or graphene derivatives (graphene oxide, or its reduced form) can be used as carriers for drug delivery. Here, an important aspect is to evaluate their toxicity, which strongly depends on flake composition, chemical functionalization and dimensions. On the other side, graphene can be exploited as a substrate for tissue engineering. In this case, conductivity is probably the most relevant amongst the various properties of the different graphene materials, as it may allow to instruct and interrogate neural networks, as well as to drive neural growth and differentiation, which holds a great potential in regenerative medicine. In this review, we try to give a comprehensive view of the accomplishments and new challenges of the field, as well as which in our view are the most exciting directions to take in the immediate future. These include the need to engineer multifunctional nanoparticles (NPs) able to cross the blood-brain-barrier to reach neural cells, and to achieve on-demand delivery of specific drugs. We describe the state-of-the-art in the use of graphene materials to engineer three-dimensional scaffolds to drive neuronal growth and regeneration in vivo, and the possibility of using graphene as a component of hybrid composites/multi-layer organic electronics devices. Last but not least, we address the need of an accurate theoretical modeling of the interface between graphene and biological material, by modeling the interaction of graphene with proteins and cell membranes at the nanoscale, and describing the physical mechanism(s) of charge transfer by which the various graphene materials can influence the excitability and physiology of neural cells.
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Affiliation(s)
- Mattia Bramini
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Graphene Labs, Istituto Italiano di Tecnologia, Genova, Italy
| | - Giulio Alberini
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Department of Experimental Medicine, Università degli Studi di Genova, Genova, Italy
| | - Elisabetta Colombo
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Graphene Labs, Istituto Italiano di Tecnologia, Genova, Italy
| | - Martina Chiacchiaretta
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Department of Experimental Medicine, Università degli Studi di Genova, Genova, Italy
| | - Mattia L DiFrancesco
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Graphene Labs, Istituto Italiano di Tecnologia, Genova, Italy
| | - José F Maya-Vetencourt
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy
| | - Luca Maragliano
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy
| | - Fabio Benfenati
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Graphene Labs, Istituto Italiano di Tecnologia, Genova, Italy.,Department of Experimental Medicine, Università degli Studi di Genova, Genova, Italy
| | - Fabrizia Cesca
- Center for Synaptic Neuroscience and Technology, Istituto Italiano di Tecnologia, Genova, Italy.,Graphene Labs, Istituto Italiano di Tecnologia, Genova, Italy
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50
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Ioniță M, Crică LE, Voicu SI, Dinescu S, Miculescu F, Costache M, Iovu H. Synergistic effect of carbon nanotubes and graphene for high performance cellulose acetate membranes in biomedical applications. Carbohydr Polym 2018; 183:50-61. [DOI: 10.1016/j.carbpol.2017.10.095] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Revised: 10/24/2017] [Accepted: 10/29/2017] [Indexed: 01/16/2023]
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