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Prasad S, Rankine A, Prasad T, Song P, Dokukin ME, Makarova N, Backman V, Sokolov I. Atomic Force Microscopy Detects the Difference in Cancer Cells of Different Neoplastic Aggressiveness via Machine Learning. ADVANCED NANOBIOMED RESEARCH 2021. [DOI: 10.1002/anbr.202000116] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Affiliation(s)
- Siona Prasad
- Department of Mechanical Engineering Tufts University Medford MA 02155 USA
- Department of Computer Science Harvard University Cambridge MA 02138 USA
| | - Alex Rankine
- Department of Mechanical Engineering Tufts University Medford MA 02155 USA
- Department of Computer Science Harvard University Cambridge MA 02138 USA
| | - Tarun Prasad
- Department of Mechanical Engineering Tufts University Medford MA 02155 USA
- Department of Computer Science Harvard University Cambridge MA 02138 USA
| | - Patrick Song
- Department of Mechanical Engineering Tufts University Medford MA 02155 USA
- Department of Computer Science Harvard University Cambridge MA 02138 USA
| | - Maxim E. Dokukin
- NanoScience Solutions, Inc Arlington VA 22203 USA
- Department of Information Technology and Electronics Sarov Physics and Technology Institute Sarov Russian Federation
- Institute of Nanoengineering in Electronics, Spintronics and Photonics National Research Nuclear University MEPhI Moscow Russian Federation
| | - Nadezda Makarova
- Department of Mechanical Engineering Tufts University Medford MA 02155 USA
| | - Vadim Backman
- Department of Biomedical Engineering Northwestern University Evanston IL 60208 USA
| | - Igor Sokolov
- Department of Mechanical Engineering Tufts University Medford MA 02155 USA
- Department of Biomedical Engineering Tufts University Medford MA 02155 USA
- Department of Physics Tufts University Medford MA 02155 USA
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2
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Juma A, Lemoine P, Simpson ABJ, Murray J, O'Hagan BMG, Naughton PJ, Dooley JG, Banat IM. Microscopic Investigation of the Combined Use of Antibiotics and Biosurfactants on Methicillin Resistant Staphylococcus aureus. Front Microbiol 2020; 11:1477. [PMID: 32733412 PMCID: PMC7358407 DOI: 10.3389/fmicb.2020.01477] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 06/05/2020] [Indexed: 12/13/2022] Open
Abstract
One current strategy to deal with the serious issue of antibiotic resistance is to use biosurfactants, weak antimicrobials in their own right, with antibiotics in order to extend the efficacy of antibiotics. Although an adjuvant effect has been observed, the underlying mechanisms are poorly understood. To investigate the nature of the antibiotic and biosurfactant interaction, we undertook a scanning electron microscopy (SEM) and atomic force microscopy (AFM) microscopic study of the effects of the tetracycline antibiotic, combined with sophorolipid and rhamnolipid biosurfactants, on Methicillin-resistant Staphylococcus aureus using tetracycline concentrations below and above the minimum inhibitory concentration (MIC). Control and treated bacterial samples were prepared with an immersion technique by adsorbing the bacteria onto glass substrates grafted with the poly-cationic polymer polyethyleneimine. Bacterial surface morphology, hydrophobic and hydrophilic surface characters as well as the local bacterial cell stiffness were measured following combined antibiotic and biosurfactant treatment. The sophorolipid biosurfactant stands alone insofar as, when used with the antibiotic at sub-MIC concentration, it resulted in bacterial morphological changes, larger diameters (from 758 ± 75 to 1276 ± 220 nm, p-value = 10-4) as well as increased bacterial core stiffness (from 205 ± 46 to 396 ± 66 mN/m, p-value = 5 × 10-5). This investigation demonstrates that such combination of microscopic analysis can give useful information which could complement biological assays to understand the mechanisms of synergy between antibiotics and bioactive molecules such as biosurfactants.
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Affiliation(s)
- Abulaziz Juma
- School of Biomedical Sciences, Ulster University, Coleraine, United Kingdom
| | - Patrick Lemoine
- School of Engineering, Nanotechnology and Integrated Bioengineering Centre (NIBEC), Ulster University, Newtownabbey, United Kingdom
| | - Alistair B J Simpson
- School of Engineering, Nanotechnology and Integrated Bioengineering Centre (NIBEC), Ulster University, Newtownabbey, United Kingdom
| | - Jason Murray
- School of Biomedical Sciences, Ulster University, Coleraine, United Kingdom
| | - Barry M G O'Hagan
- School of Biomedical Sciences, Ulster University, Coleraine, United Kingdom
| | - Patrick J Naughton
- School of Biomedical Sciences, Ulster University, Coleraine, United Kingdom
| | - James G Dooley
- School of Biomedical Sciences, Ulster University, Coleraine, United Kingdom
| | - Ibrahim M Banat
- School of Biomedical Sciences, Ulster University, Coleraine, United Kingdom
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3
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Fonin AV, Golikova AD, Zvereva IA, D'Auria S, Staiano M, Uversky VN, Kuznetsova IM, Turoverov KK. Osmolyte-Like Stabilizing Effects of Low GdnHCl Concentrations on d-Glucose/d-Galactose-Binding Protein. Int J Mol Sci 2017; 18:E2008. [PMID: 28925982 PMCID: PMC5618657 DOI: 10.3390/ijms18092008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Revised: 09/14/2017] [Accepted: 09/16/2017] [Indexed: 11/16/2022] Open
Abstract
The ability of d-glucose/d-galactose-binding protein (GGBP) to reversibly interact with its ligands, glucose and galactose, makes this protein an attractive candidate for sensing elements of glucose biosensors. This potential is largely responsible for attracting researchers to study the conformational properties of this protein. Previously, we showed that an increase in the fluorescence intensity of the fluorescent dye 6-bromoacetyl-2-dimetylaminonaphtalene (BADAN) is linked to the holo-form of the GGBP/H152C mutant in solutions containing sub-denaturing concentrations of guanidine hydrochloride (GdnHCl). It was hypothesized that low GdnHCl concentrations might lead to compaction of the protein, thereby facilitating ligand binding. In this work, we utilize BADAN fluorescence spectroscopy, intrinsic protein UV fluorescence spectroscopy, and isothermal titration calorimetry (ITC) to show that the sub-denaturing GdnHCl concentrations possess osmolyte-like stabilizing effects on the structural dynamics, conformational stability, and functional activity of GGBP/H152C and the wild type of this protein (wtGGBP). Our data are consistent with the model where low GdnHCl concentrations promote a shift in the dynamic distribution of the protein molecules toward a conformational ensemble enriched in molecules with a tighter structure and a more closed conformation. This promotes the increase in the configurational complementarity between the protein and glucose molecules that leads to the increase in glucose affinity in both GGBP/H152C and wtGGBP.
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Affiliation(s)
- Alexander V Fonin
- Institute of Cytology of the Russian Academy of Sciences, Laboratory of Structural Dynamics, Stability and Folding of Proteins, Tikhoretsky av. 4, 194064 St. Petersburg, Russia.
| | - Alexandra D Golikova
- Saint Petersburg State University, Universitetskaya nab. 7/9, 199034 St. Petersburg, Russia.
| | - Irina A Zvereva
- Saint Petersburg State University, Universitetskaya nab. 7/9, 199034 St. Petersburg, Russia.
| | - Sabato D'Auria
- CNR, Institute of Food Science, via Roma 64, 83100 Avellino, Italy.
| | - Maria Staiano
- CNR, Institute of Food Science, via Roma 64, 83100 Avellino, Italy.
| | - Vladimir N Uversky
- Department of Molecular Medicine and Byrd Alzheimer's Research Institute, Morsani College of Medicine, University of South Florida, 12901 Bruce B. Downs Blvd., Tampa, FL 33612, USA.
| | - Irina M Kuznetsova
- Institute of Cytology of the Russian Academy of Sciences, Laboratory of Structural Dynamics, Stability and Folding of Proteins, Tikhoretsky av. 4, 194064 St. Petersburg, Russia.
| | - Konstantin K Turoverov
- Institute of Cytology of the Russian Academy of Sciences, Laboratory of Structural Dynamics, Stability and Folding of Proteins, Tikhoretsky av. 4, 194064 St. Petersburg, Russia.
- Department of Biophysics, Peter the Great St. Petersburg Polytechnic University, Polytechnicheskaya av. 29, 195251 St. Petersburg, Russia.
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4
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Dokukin M, Ablaeva Y, Kalaparthi V, Seluanov A, Gorbunova V, Sokolov I. Pericellular Brush and Mechanics of Guinea Pig Fibroblast Cells Studied with AFM. Biophys J 2017; 111:236-46. [PMID: 27410750 DOI: 10.1016/j.bpj.2016.06.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Revised: 05/11/2016] [Accepted: 06/08/2016] [Indexed: 01/06/2023] Open
Abstract
The atomic force microscopy (AFM) indentation method combined with the brush model can be used to separate the mechanical response of the cell body from deformation of the pericellular layer surrounding biological cells. Although self-consistency of the brush model to derive the elastic modulus of the cell body has been demonstrated, the model ability to characterize the pericellular layer has not been explicitly verified. Here we demonstrate it by using enzymatic removal of hyaluronic content of the pericellular brush for guinea pig fibroblast cells. The effect of this removal is clearly seen in the AFM force-separation curves associated with the pericellular brush layer. We further extend the brush model for brushes larger than the height of the AFM probe, which seems to be the case for fibroblast cells. In addition, we demonstrate that an extension of the brush model (i.e., double-brush model) is capable of detecting the hierarchical structure of the pericellular brush, which, for example, may consist of the pericellular coat and the membrane corrugation (microridges and microvilli). It allows us to quantitatively segregate the large soft polysaccharide pericellular coat from a relatively rigid and dense membrane corrugation layer. This was verified by comparison of the parameters of the membrane corrugation layer derived from the force curves collected on untreated cells (when this corrugation membrane part is hidden inside the pericellular brush layer) and on treated cells after the enzymatic removal of the pericellular coat part (when the corrugations are exposed to the AFM probe). We conclude that the brush model is capable of not only measuring the mechanics of the cell body but also the parameters of the pericellular brush layer, including quantitative characterization of the pericellular layer structure.
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Affiliation(s)
- Maxim Dokukin
- Department of Mechanical Engineering, Tufts University, Medford, Massachusetts
| | - Yulija Ablaeva
- Department of Biology, University of Rochester, Rochester, New York
| | | | - Andrei Seluanov
- Department of Biology, University of Rochester, Rochester, New York
| | - Vera Gorbunova
- Department of Biology, University of Rochester, Rochester, New York.
| | - Igor Sokolov
- Department of Mechanical Engineering, Tufts University, Medford, Massachusetts; Department of Physics, Tufts University, Medford, Massachusetts; Department of Biomedical Engineering, Tufts University, Medford, Massachusetts.
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5
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Sokolov I, Zorn G, Nichols JM. A study of molecular adsorption of a cationic surfactant on complex surfaces with atomic force microscopy. Analyst 2016; 141:1017-26. [PMID: 26730682 DOI: 10.1039/c5an01941a] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
The study of molecular adsorption on solid surfaces is of broad interest. However, so far the study has been restricted to idealized flat smooth rigid surfaces which are rarely the case in real world applications. Here we describe a study of molecular adsorption on a complex surface of the submicron fibers of a fibrous membrane of regenerated cellulose in aqueous media. We use a cationic surfactant, cetyltrimethylammonium chloride (CTAC), as the adsorbing molecule. We study the equilibrium adsorption of CTAC molecules on the same area of the fibers by sequentially immersing the membrane in pure water, 1 mM and then a 20 mM solution of CTAC. Atomic force microscopy (AFM) is applied to study the adsorption. The force-volume mode is used to record the force-deformation curves of the adsorbed molecules on the fiber surface. We suggest a model to separate the forces due to the adsorbed molecules from the elastic deformation of the fiber. Interestingly, knowledge of the surface geometry is not required in this model provided the surface is made of elastically homogeneous material. Different models are investigated to estimate the amount of the adsorbed molecules based on the obtained force curves. The exponential steric repulsion model fits the force data the best. The amount of the adsorbed surfactant molecules and its dependence on the concentration are found to be reasonable compared to the data previously measured by means of Raman scattering done on a flat surface of silica.
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Affiliation(s)
- I Sokolov
- Departments of ME, BME, Physics, Tufts University, Medford, MA 02155, USA.
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6
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Analysis of fluorinated proteins by mass spectrometry. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2014; 806:319-29. [PMID: 24952189 DOI: 10.1007/978-3-319-06068-2_14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
(19)F NMR has been used as a probe for investigating bioorganic and biological systems for three decades. Recent reviews have touted this nucleus for its unique characteristics that allow probing in vivo biological systems without endogenous signals. (19)F nucleus is exceptionally sensitive to molecular and microenvironmental changes and thus can be exploited to explore structure, dynamics, and changes in a protein or molecule in the cellular environment. We show how mass spectrometry can be used to assess and characterize the incorporation of fluorine into proteins. This methodology can be applied to a number of systems where (19)F NMR is used.
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7
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Dokukin ME, Sokolov I. Quantitative mapping of the elastic modulus of soft materials with HarmoniX and PeakForce QNM AFM modes. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2012; 28:16060-16071. [PMID: 23113608 DOI: 10.1021/la302706b] [Citation(s) in RCA: 192] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
The modulus of elasticity of soft materials on the nanoscale is of interest when studying thin films, nanocomposites, and biomaterials. Two novel modes of atomic force microscopy (AFM) have been introduced recently: HarmoniX and PeakForce QNM. Both modes produce distribution maps of the elastic modulus over the sample surface. Here we investigate the question of how quantitative these maps are when studying soft materials. Three different polymers with a macroscopic Young's modulus of 0.6-0.7 GPa (polyurethanes) and 2.7 GPa (polystyrene) are analyzed using these new modes. The moduli obtained are compared to the data measured with the other commonly used techniques, dynamic mechanical analyzer (DMA), regular AFM, and nanoindenter. We show that the elastic modulus is overestimated in both the HarmoniX and PeakForce QNM modes when using regular sharp probes because of excessively overstressed material in the samples. We further demonstrate that both AFM modes can work in the linear stress-strain regime when using a relatively dull indentation probe (starting from ~210 nm). The analysis of the elasticity models to be used shows that the JKR model should be used for the samples considered here instead of the DMT model, which is currently implemented in HarmoniX and PeakForce QNM modes. Using the JKR model and ~240 nm AFM probe in the PeakForce QNM mode, we demonstrate that a quantitative mapping of the elastic modulus of polymeric materials is possible. A spatial resolution of ~50 nm and a minimum 2 to 3 nm indentation depth are achieved.
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Affiliation(s)
- Maxim E Dokukin
- Department of Physics, Clarkson University, Potsdam, New York 13699-5820, United States
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8
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On averaging force curves over heterogeneous surfaces in atomic force microscopy. Ultramicroscopy 2012; 121:16-24. [PMID: 22917859 DOI: 10.1016/j.ultramic.2012.06.014] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2012] [Revised: 05/10/2012] [Accepted: 06/25/2012] [Indexed: 11/21/2022]
Abstract
Atomic force microscopy (AFM) can be used to study mechanics at the nanoscale. Biological surfaces and nanocomposites have typically heterogeneous surfaces, both mechanically and chemically. When studying such surfaces with AFM, one needs to collect a large amount of data to make statistically sound conclusions. It is time- and resource-consuming to process each force curve separately. The analysis of an averaged raw force data is a simple and time saving option, which also averages out the noise and measurement artifacts of the force curves being analyzed. Moreover, some biomedical applications require just an average number per biological cell. Here we investigate such averaging, study the possible artifacts due to the averaging, and demonstrate how to minimize or even to avoid them. We analyze two ways of doing the averaging: over the force data for each particular distance (method 1, the most commonly used way), and over the distances for each particular force (method 2). We derive the errors of the methods in finding to the true average rigidity modulus. We show that both methods are accurate (the error is <2%) when the heterogeneity of the surface rigidity is small (<50%). When the heterogeneity is large (>100×), method 2 underestimates the average rigidity modulus by a factor of 2, whereas the error of method 1 is only 15%. However, when analyzing the different surface chemistry, which reveals itself in the changing long-range forces, the accuracy of the methods behave oppositely: method 1 can produce a noticeable averaging artifact in the deriving of the long-range forces; whereas method 2 can be successfully used to derive the averaged long-range force parameters without artifacts. We exemplify our conclusions by the study of human cervical cancer and normal epithelial cells, which demonstrate different degrees of heterogeneity.
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9
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Thompson G, Reukov V, Nikiforov M, Jesse S, Kalinin S, Vertegel A. Electromechanical and elastic probing of bacteria in a cell culture medium. NANOTECHNOLOGY 2012; 23:245705. [PMID: 22641388 PMCID: PMC3409894 DOI: 10.1088/0957-4484/23/24/245705] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Rapid phenotype characterization and identification of cultured cells, which is needed for progress in tissue engineering and drug testing, requires an experimental technique that measures physical properties of cells with sub-micron resolution. Recently, band excitation piezoresponse force microscopy (BEPFM) has been proven useful for recognition and imaging of bacteria of different types in pure water. Here, the BEPFM method is performed for the first time on physiologically relevant electrolyte media, such as Dulbecco's phosphate-buffered saline (DPBS) and Dulbecco's modified Eagle's medium (DMEM). Distinct electromechanical responses for Micrococcus lysodeikticus (Gram-positive) and Pseudomonas fluorescens (Gram-negative) bacteria in DPBS are demonstrated. The results suggest that mechanical properties of the outer surface coating each bacterium, as well as the electrical double layer around them, are responsible for the BEPFM image formation mechanism in electrolyte media.
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Affiliation(s)
- G.L. Thompson
- Clemson University, Department of Bioengineering, Clemson, SC 29634
| | - V.V. Reukov
- Clemson University, Department of Bioengineering, Clemson, SC 29634
| | | | - S. Jesse
- Oak Ridge National Laboratory, Oak Ridge, TN 37831
| | - S.V. Kalinin
- Oak Ridge National Laboratory, Oak Ridge, TN 37831
| | - A.A. Vertegel
- Clemson University, Department of Bioengineering, Clemson, SC 29634
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10
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Dokukin ME, Sokolov I. On the Measurements of Rigidity Modulus of Soft Materials in Nanoindentation Experiments at Small Depth. Macromolecules 2012. [DOI: 10.1021/ma202600b] [Citation(s) in RCA: 113] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Affiliation(s)
- Maxim E. Dokukin
- Department
of Physics and ‡Nanoengineering and Biotechnology Laboratories Center (NABLAB), Clarkson University, Potsdam, New York
13699-5820, United States
| | - Igor Sokolov
- Department
of Physics and ‡Nanoengineering and Biotechnology Laboratories Center (NABLAB), Clarkson University, Potsdam, New York
13699-5820, United States
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11
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Gaikwad RM, Vasilyev SI, Datta S, Sokolov I. Atomic force microscopy characterization of corneocytes: effect of moisturizer on their topology, rigidity, and friction. Skin Res Technol 2010; 16:275-82. [PMID: 20636995 DOI: 10.1111/j.1600-0846.2010.00446.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND/PURPOSE Atomic force microscopy (AFM) is a novel technique for skin characterization. OBJECTIVES To develop AFM tests for characterization of the outermost epidermis layer, corneocytes. As an example, the effect of moisturizer on the corneocyte properties is studied. METHODS AND MATERIALS Topology, rigidity, and friction (between individual corneocytes and AFM probe) of the top layer of corneocytes were measured by means of Veeco DM3100 AFM. Quench moisturizing cream was applied daily on the forearm of five volunteers for a period of 9 days. The skin flakes were collected before and after the treatment using Cuderm tape strips. No additional treatment of flakes was performed before the measurements. RESULTS A protocol for the AFM study of corneocytes is developed. After the treatment, we observed overall smoothening of the corneocyte surface, an increase of friction, and a decrease of rigidity (the Young modulus). CONCLUSION AFM can be used as a very sensitive tool for early detection of changes in corneocytes.
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Affiliation(s)
- R M Gaikwad
- Department of Physics, Clarkson University, 8 Clarkson Ave., Potsdam, NY 13699, USA
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12
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Volkov D, Strack G, Halámek J, Katz E, Sokolov I. Atomic force microscopy study of immunosensor surface to scale down the size of ELISA-type sensors. NANOTECHNOLOGY 2010; 21:145503. [PMID: 20234083 DOI: 10.1088/0957-4484/21/14/145503] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Here we describe the use of atomic force microscopy (AFM) to study the nanoscale mechanics of the molecular layers of a popular immunosensor, ELISA (enzyme-linked immunosorbent assay) type. We characterize the sensor surface in terms of brush length and grafting density of the molecular layers. The obtained data demonstrated that a reliable reading of the immunosignal (a suggested dimensionless combination of brush length and grafting density) can be attained from an area as small as approximately 3 microm(2). This is approximately 4 million times smaller compared to typical ELISA sensors. The immunosensor described is composed of a molecular mix of two different antigens. Intriguingly, we find that AFM can reliably distinguish between having the immunosignal from either antibody and from both antibodies together. This was impossible to get by using standard optical detection methods.
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Affiliation(s)
- D Volkov
- Department of Physics, Clarkson University, Potsdam, NY 13699, USA
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13
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Iyer S, Gaikwad RM, Subba-Rao V, Woodworth CD, Sokolov I. Atomic force microscopy detects differences in the surface brush of normal and cancerous cells. NATURE NANOTECHNOLOGY 2009; 4:389-93. [PMID: 19498402 PMCID: PMC3079421 DOI: 10.1038/nnano.2009.77] [Citation(s) in RCA: 233] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2009] [Accepted: 03/10/2009] [Indexed: 05/17/2023]
Abstract
The atomic force microscope is broadly used to study the morphology of cells, but it can also probe the mechanics of cells. It is now known that cancerous cells may have different mechanical properties to those of normal cells, but the reasons for these differences are poorly understood. Here, we report quantitatively the differences between normal and cancerous human cervical epithelial cells by considering the brush layer on the cell surface. These brush layers, which consist mainly of microvilli, microridges and cilia, are important for interactions with the environment. Deformation force curves obtained from cells in vitro were processed according to the 'brush on soft cell model'. We found that normal cells have brushes of one length, whereas cancerous cells have mostly two brush lengths of significantly different densities. The observed differences suggest that brush layers should be taken into account when characterizing the cell surface by mechanical means.
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Affiliation(s)
- S Iyer
- Department of Physics, Clarkson University, Potsdam, NY 13699, USA
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14
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Pita M, Cui L, Gaikwad RM, Katz E, Sokolov I. High sensitivity molecular detection with enzyme-linked immuno-sorbent assay (ELISA)-type immunosensing. NANOTECHNOLOGY 2008; 19:375502. [PMID: 21832552 DOI: 10.1088/0957-4484/19/37/375502] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Here we describe an immunosensing method, which is designed for high sensitivity sensing of various substances utilizing specificity of antigen-antibody (ELISA-type) interaction. The building up of the nanostructured sensing interface and the immunointeraction at the surface were characterized by atomic force microscopy. The proposed design makes potentially feasible attaining ultimate single-molecule sensitivity upon optimization of the system. The first non-optimized prototype described here has already demonstrated sensitivity to the presence of dinitrophenyl (DNP) in concentrations as low as 10 pM, which is 100 times better than reported limits of detection of DNP with a traditional enzyme-linked immuno-sorbent assay setup.
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Affiliation(s)
- Marcos Pita
- Department of Chemistry and Biomolecular Science, Clarkson University, Potsdam, NY 13699, USA
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15
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Andreescu S, Luck LA. Studies of the binding and signaling of surface-immobilized periplasmic glucose receptors on gold nanoparticles: A glucose biosensor application. Anal Biochem 2008; 375:282-90. [DOI: 10.1016/j.ab.2007.12.035] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2007] [Revised: 12/23/2007] [Accepted: 12/24/2007] [Indexed: 11/16/2022]
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16
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Abstract
Glucose/galactose binding protein (GGBP) functions in two different larger systems of proteins used by enteric bacteria for molecular recognition and signaling. Here we report on the thermodynamics of conformational equilibrium distributions of GGBP. Three fluorescence components appear at zero glucose concentration and systematically transition to three components at high glucose concentration. Fluorescence anisotropy correlations, fluorescent lifetimes, thermodynamics, computational structure minimization, and literature work were used to assign the three components as open, closed, and twisted conformations of the protein. The existence of three states at all glucose concentrations indicates that the protein continuously fluctuates about its conformational state space via thermally driven state transitions; glucose biases the populations by reorganizing the free energy profile. These results and their implications are discussed in terms of the two types of specific and nonspecific interactions GGBP has with cytoplasmic membrane proteins.
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Affiliation(s)
- Troy C Messina
- Department of Chemistry and Chemical Biology, The State University of New Jersey, Piscataway, New Jersey 08854, USA
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17
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Baltus RE, Carmon KS, Luck LA. Quartz crystal microbalance (QCM) with immobilized protein receptors: comparison of response to ligand binding for direct protein immobilization and protein attachment via disulfide linker. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2007; 23:3880-5. [PMID: 17323983 DOI: 10.1021/la0628468] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
Results from an investigation of the frequency response resulting from ligand binding for a genetically engineered hormone-binding domain of the alpha-estrogen receptor immobilized to a piezoelectric quartz crystal are reported. Two different approaches were used to attach a genetically altered receptor to the gold electrode on the quartz surface: (1) the mutant receptor containing a single solvent-exposed cysteine was directly attached to the crystal via a sulfur to gold covalent bond, forming a self-assembled protein monolayer, and (2) the N-terminal histidine-tagged end was utilized to attach the receptor via a 3,3-dithiobis[N-(5-amino-5-carboxypentyl)propionamide-N',N'-diacetic acid] linker complexed with nickel. Previous studies have shown that these engineered constructs bind 17beta-estradiol and are fully functional. Exposure of the receptor directly attached to the piezoelectric crystal to the known ligand 17beta-estradiol resulted in a measurable frequency response, consistent with a change in conformation of the receptor with ligand binding. However, no response was observed when the receptor immobilized via the linker was exposed to the same ligand. The presence of the linker between the quartz surface and the protein receptor does not allow the crystal to sense the conformational change in the receptor that occurs with ligand binding. These results illustrate that the immobilization strategy used to bind the receptor to the sensor platform is key to eliciting an appropriate response from this biosensor. This study has important implications for the development of QCM-based sensors using protein receptors.
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Affiliation(s)
- Ruth E Baltus
- Department of Chemical and Biomolecular Engineering and Department of Chemistry and Biology, Clarkson University, Potsdam, New York 13699, USA.
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Tripathi A, Wang J, Luck LA, Suni II. Nanobiosensor Design Utilizing a Periplasmic E. coli Receptor Protein Immobilized within Au/Polycarbonate Nanopores. Anal Chem 2006; 79:1266-70. [PMID: 17263364 DOI: 10.1021/ac061319q] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A new type of nanopore sensor design is reported for a reagent-less electrochemical biosensor with no analyte "tagging" by fluorescent molecules, nanoparticles, or other species. This sensor design involves immobilization within Au-coated nanopores of bacterial periplasmic binding proteins (bPBP), which undergo a wide-amplitude, hinge-twist motion upon ligand binding. Ligand binding thus triggers a reduction in the effective thickness of the immobilized protein film, which is detected as an increase in electrolyte conductivity (decrease in impedance) through the nanopores. This new sensor design is demonstrated for glucose detection using a cysteine-tagged mutant (GGR Q26C) of the galactose/glucose receptor (GGR) protein from the bPBP family. The GGR Q26C protein is immobilized onto Au nanoislands that are deposited within the pores of commercially available nanoporous polycarbonate membranes.
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Carmon KS, Baltus RE, Luck LA. A biosensor for estrogenic substances using the quartz crystal microbalance. Anal Biochem 2005; 345:277-83. [PMID: 16125128 DOI: 10.1016/j.ab.2005.07.018] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2005] [Revised: 07/05/2005] [Accepted: 07/14/2005] [Indexed: 10/25/2022]
Abstract
This article describes a biosensor that detects estrogenic substances using a quartz crystal microbalance with a genetically engineered construct of the hormone-binding domain of the alpha-estrogen receptor. The receptor was immobilized to a piezoelectric quartz crystal via a single exposed cysteine, forming a uniform orientation on the crystal surface. Our results illustrate that this sensor responds to a variety of ligands that are known to bind to the estrogen receptor. No response was observed for nonbinding substances such as testosterone and progesterone. The sensitive response of this biosensor to estrogenic substances results from changes in the structural rigidity of the immobilized receptor that occurs with ligand binding. Agonist and antagonist show different responses.
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Affiliation(s)
- Kendra S Carmon
- Department of Chemistry, Clarkson University, Potsdam, NY 13699, USA
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