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Runel G, Lopez-Ramirez N, Chlasta J, Masse I. Biomechanical Properties of Cancer Cells. Cells 2021; 10:cells10040887. [PMID: 33924659 PMCID: PMC8069788 DOI: 10.3390/cells10040887] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 04/10/2021] [Accepted: 04/12/2021] [Indexed: 12/24/2022] Open
Abstract
Since the crucial role of the microenvironment has been highlighted, many studies have been focused on the role of biomechanics in cancer cell growth and the invasion of the surrounding environment. Despite the search in recent years for molecular biomarkers to try to classify and stratify cancers, much effort needs to be made to take account of morphological and nanomechanical parameters that could provide supplementary information concerning tissue complexity adaptation during cancer development. The biomechanical properties of cancer cells and their surrounding extracellular matrix have actually been proposed as promising biomarkers for cancer diagnosis and prognosis. The present review first describes the main methods used to study the mechanical properties of cancer cells. Then, we address the nanomechanical description of cultured cancer cells and the crucial role of the cytoskeleton for biomechanics linked with cell morphology. Finally, we depict how studying interaction of tumor cells with their surrounding microenvironment is crucial to integrating biomechanical properties in our understanding of tumor growth and local invasion.
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Affiliation(s)
- Gaël Runel
- Centre de Recherche en Cancérologie de Lyon, CNRS-UMR5286, INSREM U1052, Université de Lyon, F-69008 Lyon, France; (G.R.); (N.L.-R.)
- BioMeca, F-69008 Lyon, France;
| | - Noémie Lopez-Ramirez
- Centre de Recherche en Cancérologie de Lyon, CNRS-UMR5286, INSREM U1052, Université de Lyon, F-69008 Lyon, France; (G.R.); (N.L.-R.)
| | | | - Ingrid Masse
- Centre de Recherche en Cancérologie de Lyon, CNRS-UMR5286, INSREM U1052, Université de Lyon, F-69008 Lyon, France; (G.R.); (N.L.-R.)
- Correspondence:
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Lenzi E, Dinarelli S, Longo G, Girasole M, Mussi V. Multivariate analysis of mean Raman spectra of erythrocytes for a fast analysis of the biochemical signature of ageing. Talanta 2021; 221:121442. [PMID: 33076067 DOI: 10.1016/j.talanta.2020.121442] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 07/16/2020] [Accepted: 07/19/2020] [Indexed: 12/12/2022]
Abstract
Ageing of red blood cells (RBC) is a physiological process, fundamental to ensure a proper blood homeostasis that, in vivo, balances the production of new cells and the removal of senescent erythrocytes. A detailed characterization at the cellular level of the progression of the ageing phenomenon can reveal biological, biophysical and biochemical fingerprints for diseases related to misbalances of the cell turnover and for blood pathologies. We applied Principal Components Analysis (PCA) to mean Raman spectra of single cells at different ageing times to rapidly highlight subtle spectral differences associated with conformational and biochemical modifications. Our results demonstrate a two-step ageing process characterized by a first phase in which proteins plays a relevant role, followed by a further cellular evolution driven by alterations in the membrane lipid contribution. Moreover, we used the same approach to directly analyse relevant spectral effects associated to reduction in Haemoglobin oxygenation level and membrane fluidity induced by the ageing. The method is robust and effective, allowing to classify easily the studied cells based on their age and morphology, and consequently to evaluate the biological quality of a blood sample.
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Affiliation(s)
- E Lenzi
- Physics Department, University of Rome Tor Vergata, Rome, Italy
| | - S Dinarelli
- Institute of Structure of Matter, National Research Council, Rome, Italy
| | - G Longo
- Institute of Structure of Matter, National Research Council, Rome, Italy
| | - M Girasole
- Institute of Structure of Matter, National Research Council, Rome, Italy
| | - V Mussi
- Institute of Microelectronics and Microsystems, National Research Council, Rome, Italy.
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Dinarelli S, Girasole M, Longo G. FC_analysis: a tool for investigating atomic force microscopy maps of force curves. BMC Bioinformatics 2018; 19:258. [PMID: 29976136 PMCID: PMC6034258 DOI: 10.1186/s12859-018-2265-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Accepted: 06/27/2018] [Indexed: 11/25/2022] Open
Abstract
Background The collection and analysis of Atomic Force Microscopy force curves is a well-established procedure to obtain high-resolution information of non-topographic data from any kind of sample, including biological specimens. In particular, these analyses are commonly employed to study elasticity, stiffness or adhesion properties of the samples. Furthermore, the collection of several force curves over an extended area of the specimens allows reconstructing maps, called force volume maps, of the spatial distribution of the mechanical properties. Coupling these maps with the conventional high-resolution topographic reconstruction of the sample’s surface, provides a deeper insight on the sample composition from the structural and nanomechanical point of view. Results In this paper we present the open source software package FC_analysis that automatically analyses single force curves or entire force volume maps to yield the corresponding elasticity and deformability images. The principal characteristic of the FC_analysis is a large adaptability to the various experimental setups and to different analysis methodologies. For instance, the user can provide custom values for the detector sensitivity, scanner-z sensitivity, cantilever’s elastic constant and map’s acquisition modality and can choose between different analysis methodologies. Furthermore, the software allows the optimization of the fitting parameters and gives direct control on each step of the analysis procedure. Notably, to overcome a limitation common to many other analysis programs, FC_analysis can be applied to a rectangular portion of the image, allowing the analysis of inhomogeneous samples. Finally, the software allows reconstructing a Young’s modulus map at different penetration depths, enabling the use of modern investigation tools such as the force tomography. Conclusions The FC_analysis software aims to become a useful tool for the analysis of force curves maps collected using custom or commercial Atomic Force Microscopes, and is especially useful in those cases for which the producer doesn’t release a dedicated software. Electronic supplementary material The online version of this article (10.1186/s12859-018-2265-4) contains supplementary material, which is available to authorized users.
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Morphological changes in erythrocytes of people with type 2 diabetes mellitus evaluated with atomic force microscopy: A brief review. Micron 2017; 105:11-17. [PMID: 29145008 DOI: 10.1016/j.micron.2017.11.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Revised: 11/01/2017] [Accepted: 11/02/2017] [Indexed: 12/31/2022]
Abstract
Prevalence of type 2 diabetes mellitus (T2DM) has been increasing worldwide. Cardiovascular diseases are one of the main causes of death among people with T2DM. Morphological changes in erythrocytes have been associated with higher risk of cardiovascular diseases. Atomic force microscopy (AFM) is a new technique that allows non-invasive imaging of cells and the evaluation of changes in mechanical properties. AIM To evaluate by AFM the erythrocytes morphological changes of people with T2DM METHODS: Search was conducted from in PubMed, ScienceDirect, Scielo, and Lilacs. Erythrocyte, type 2 Diabetes Mellitus and, Microscopy, Atomic Force were the keywords used for the search. Papers included were cross-sectional studies performed in humans. RESULTS Five of seven articles fulfilled the inclusion criteria. Compared with healthy cells, the erythrocytes from individuals affected by T2DM had morphological changes such as a decreased concave depth, diameter, height and a deformation index, while axial ratio, stiffness, adhesive force, aggregation, and rigidity index were increased. The results regarding the erythrocyte roughness were inconclusive. CONCLUSIONS The AFM is an excellent instrument to study the altered erythrocytes of subjects affected by T2DM. Morphology changes in erythrocytes could lead to cardiovascular events, which are major complications in people living with this disease.
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Mukherjee R, Saha M, Routray A, Chakraborty C. Nanoscale Surface Characterization of Human Erythrocytes by Atomic Force Microscopy: A Critical Review. IEEE Trans Nanobioscience 2015; 14:625-33. [PMID: 25935044 DOI: 10.1109/tnb.2015.2424674] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Erythrocytes (red blood cells, RBCs), the most common type of blood cells in humans are well known for their ability in transporting oxygen to the whole body through hemoglobin. Alterations in their membrane skeletal proteins modify shape and mechanical properties resulting in several diseases. Atomic force microscopy (AFM), a new emerging technique allows non-invasive imaging of cell, its membrane and characterization of surface roughness at micrometer/nanometer resolution with minimal sample preparation. AFM imaging provides direct measurement of single cell morphology, its alteration and quantitative data on surface properties. Hence, AFM studies of human RBCs have picked up pace in the last decade. The aim of this paper is to review the various applications of AFM for characterization of human RBCs topology. AFM has been used for studying surface characteristics like nanostructure of membranes, cytoskeleton, microstructure, fluidity, vascular endothelium, etc., of human RBCs. Various modes of AFM imaging has been used to measure surface properties like stiffness, roughness, and elasticity. Topological alterations of erythrocytes in response to different pathological conditions have also been investigated by AFM. Thus, AFM-based studies and application of image processing techniques can effectively provide detailed insights about the morphology and membrane properties of human erythrocytes at nanoscale.
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Girasole M, Dinarelli S, Boumis G. Structure and function in native and pathological erythrocytes: a quantitative view from the nanoscale. Micron 2012; 43:1273-86. [PMID: 22537716 DOI: 10.1016/j.micron.2012.03.019] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2011] [Revised: 03/27/2012] [Accepted: 03/27/2012] [Indexed: 10/28/2022]
Abstract
The red blood cells (RBCs) are among the most simple and less expensive cells to purify; for this reason and for their physiological relevance, they have been extensively studied with a variety of techniques. The picture that results is that these cells have several peculiarities including extreme mechanical performances, relatively simple architecture, biological relevance and predictable behavior that make them a perfect laboratory of testing for novel techniques, methodologies and ideas. These include the re-evaluation of old concepts, such as the relationship between structure and function (which is one of the guideline of this report) but considered at the cellular level. The studies reported on this paper, indeed, exploit the full potential of an high resolution quantitative microscopy such as the atomic force microscopy (AFM) to investigate different aspect of the erythrocytes' life, death and interaction with the environment. Indeed, the erythrocytes have a special relationship with the environment that is able to deeply influence their morphology as consequence of alteration of their biochemical or biophysical status. In this context the conditions under which the erythrocytes can be considered as biochemically programmable systems have been investigated by analyzing different environmentally induced alteration of the cell's morphology and comparing the results with naturally occurring pathological morphologies. This class of studies takes great advantage by the additional consideration of the nanomechanical properties of the cells. These latter are particularly important for the cell functionality and are shown to be of practical usefulness to discriminate and partition environmental effects charging different cellular structure (e.g. membrane or membrane-skeleton). Moreover, the development of novel morphological parameter can be important to push the level of investigation on the RBCs' status towards the molecular level. In particular, we describe the introduction and use of the plasma membrane roughness as a morphometric parameter of simple derivation from the AFM images and that results sensitive to the structural integrity of the cells' membrane-skeleton. This offer a remarkable opportunity to investigate the relationship between structure and function in normal and pathological cells by using a morphometric parameter that probes the cell surface at the nanoscale level. At last, a complex but physio-pathologically important phenomenon such as the erythrocytes aging was considered. To properly analyze the many variation that the cells experience during the whole aging path we used all the parameters that the AFM can provides: quantitative imaging, analysis of the membrane roughness and local measure of the nanomechanical properties analyzed together with biochemical parameter such as the ATP content. The picture that emerged is that the aging path is triggered by the ATP intracellular concentration that influence the membrane-skeleton structure and the support exerted on the plasma membrane. The consequences of the membrane-skeleton involvement can be monitored by AFM and showed the occurrence of peculiar morphologies and morphological defects that appear in the very place where the membrane-skeleton contact with the membrane became loose. As a whole, the collected data enable to describe the entire phenomenon as a sequence of morphological intermediates following one another along the aging path.
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Affiliation(s)
- Marco Girasole
- Institute for the study of the Structure of Matter (ISM), National Research Council (CNR), Via fosso del cavaliere 100, 00133 Roma, Italy.
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Vera C, Skelton R, Bossens F, Sung LA. 3-D nanomechanics of an erythrocyte junctional complex in equibiaxial and anisotropic deformations. Ann Biomed Eng 2005; 33:1387-404. [PMID: 16240087 DOI: 10.1007/s10439-005-4698-y] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2003] [Accepted: 03/24/2005] [Indexed: 10/25/2022]
Abstract
The erythrocyte membrane skeleton deforms constantly in circulation, but the mechanics of a junctional complex (JC) in the network is poorly understood. We previously proposed a 3-D mechanical model for a JC (Sung, L. A., and C. Vera. Protofilament and hexagon: A three-dimensional mechanical model for the junctional complex in the erythrocyte membrane skeleton. Ann Biomed Eng 31:1314-1326, 2003) and now developed a mathematical model to compute its equilibrium by dynamic relaxation. We simulated deformations of a single unit in the network to predict the tension of 6 alphabeta spectrin (Sp) (top, middle, and bottom pairs), and the attitude of the actin protofilament [pitch (theta), yaw (phi) and roll (psi) angles]. In equibiaxial deformation, 6 Sp would not begin their first round of "single domain unfolding in cluster" until the extension ratio (lambda) reach approximately 3.6, beyond the maximal sustainable lambda of approximately 2.67. Before Sp unfolds, the protofilament would gradually raise its pointed end away from the membrane, while phi and psi remain almost unchanged. In anisotropic deformation, protofilaments would remain tangent but swing and roll drastically at least once between lambda(i) = 1.0 and approximately 2.8, in a deformation angle- and lambda(i)-dependent fashion. This newly predicted nanomechanics in response to deformations may reveal functional roles previous unseen for a JC, and molecules associated with it, during erythrocyte circulation.
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Affiliation(s)
- Carlos Vera
- Department of Bioengineering, Jacobs School of Engineering, University of California-San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
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Ng ML, Lee JWM, Leong MLN, Ling AE, Tan HC, Ooi EE. Topographic changes in SARS coronavirus-infected cells at late stages of infection. Emerg Infect Dis 2005; 10:1907-14. [PMID: 15550199 PMCID: PMC3328989 DOI: 10.3201/eid1011.040195] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Scanning electron and atomic force microscopy was used for the first time to view the maturation of SARS-CoV at the cell surface. Scanning electron and atomic force microscopy was used for the first time to view the maturation of the severe acute respiratory syndrome–associated coronavirus at the cell surface. The surface form of the cells at advanced infection displayed prolific pseudopodia that, in addition to the rest of the plasma membrane, were also active sites of virus release. High magnification of the maturing virus particles showed a rosette appearance with short knoblike spikes under both the scanning electron and atomic force microscopes. The final expulsion step of the maturing virus particles seemed to result in some disruptions to the plasma membrane. The cytoskeletal network along the edge of the infected cells was enhanced and could be involved in transporting and expelling the progeny virus particles. Thickening of the actin filaments at the cell edge provided the bending force to extrude the virus particles.
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Affiliation(s)
- M L Ng
- Department of Microbiology, National University of Singapore, Singapore.
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Lee JWM, Ng ML. A nano-view of West Nile virus-induced cellular changes during infection. J Nanobiotechnology 2004; 2:6. [PMID: 15225378 PMCID: PMC455687 DOI: 10.1186/1477-3155-2-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2004] [Accepted: 06/29/2004] [Indexed: 04/22/2023] Open
Abstract
BACKGROUND: Microscopic imaging of viruses and their interactions with and effects on host cells are frequently held back by limitations of the microscope's resolution or the invasive nature of the sample preparation procedures. It is also difficult to have a technique that would allow simultaneous imaging of both surface and sub-surface on the same cell. This has hampered endeavours to elucidate virus-host interactions. Atomic Force Microscopy (AFM), which is commonly used in the physical sciences, is now becoming a good correlative form of microscopy used to complement existing optical, confocal and electron microscopy for biological applications RESULTS: In this study, the West Nile (Sarafend) virus-infected Vero cell model was used. The atomic force microscope was found to be useful in producing high resolution images of virus-host events with minimal sample processing requirements. The AFM was able to image the budding of the West Nile (Sarafend) virus at the infected cell surface. Proliferation of the filopodia and thickening of clusters of actin filaments accompanied West Nile virus replication. CONCLUSIONS: The study shows that the AFM is useful for virus-host interaction studies. The technique provides morphological information on both the virus and the host cell during the infection stages.
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Affiliation(s)
- Jason WM Lee
- Department of Microbiology, 5 Science Drive 2, National University of Singapore, Singapore 117597, Singapore
| | - Mah-Lee Ng
- Department of Microbiology, 5 Science Drive 2, National University of Singapore, Singapore 117597, Singapore
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Ohta Y, Okamoto H, Kanno M, Okuda T. Atomic force microscopic observation of mechanically traumatized erythrocytes. Artif Organs 2002; 26:10-7. [PMID: 11872006 DOI: 10.1046/j.1525-1594.2002.06702.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Erythrocytes are damaged or stimulated mechanically by artificial organs assisting in circulation. For several decades, a large number of research studies have been conducted to investigate the traumatizing phenomena due to nonphysiological flow conditions. These phenomena are thought to be the physical interaction between the cell membrane and the various fluidic conditions. To elucidate or evaluate the phenomena, however, chemical components emerging into the circulating solution, such as liberated hemoglobin or lactic dehydrogenase (LDH), have been measured as a main parameter. Naturally, the physical reaction caused on the membrane itself cannot be detailed by these parameters because they are the secondary products resulting from the mechanical membrane rupture. The aim of this study is to understand the traumatizing mechanism directly from a microbiological viewpoint. As a first step, we visualized the surface of sheep erythrocytes loaded with shear stress and measured erythrocyte surface roughness by atomic force microscopy (AFM) on a nanometer scale (10(-9) m). The constant shear rate was set at 1,800 (1/s), and the exposure time was set at 0.5, 1, and 2 h. We also measured the liberated hemoglobin concentration. As a result, it was found that the fine structure on the cell surface was changed drastically by the stress. It was also found that the surface roughness value increased with the exposure time, and correlated to the hemoglobin concentration. The visualization and the measurement of surface roughness of traumatized erythrocytes by AFM were thought to offer a new parameter for both hemolytic and subhemolytic studies.
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Affiliation(s)
- Yuji Ohta
- Department of Mechanical Engineering, and Graduate School of Engineering, Toyo University, Kawagoe, Japan.
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The atomic force microscope: a new tool for artificial organ research. J Artif Organs 1999. [DOI: 10.1007/bf02480055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Takeuchi M, Miyamoto H, Sako Y, Komizu H, Kusumi A. Structure of the erythrocyte membrane skeleton as observed by atomic force microscopy. Biophys J 1998; 74:2171-83. [PMID: 9591644 PMCID: PMC1299560 DOI: 10.1016/s0006-3495(98)77926-3] [Citation(s) in RCA: 89] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
The structure of the membrane skeleton on the cytoplasmic surface of the erythrocyte plasma membrane was observed in dried human erythrocyte ghosts by atomic force microscopy (AFM), taking advantage of its high sensitivity to small height variations in surfaces. The majority of the membrane skeleton can be imaged, even on the extracellular surface of the membrane. Various fixation and drying methods were examined for preparation of ghost membrane samples for AFM observation, and it was found that freeze-drying (freezing by rapid immersion in a cryogen) of unfixed specimens was a fast and simple way to obtain consistently good results for observation without removing the membrane or extending the membrane skeleton. Observation of the membrane skeleton at the external surface of the cell was possible mainly because the bilayer portion of the membrane sank into the cell during the drying process. The average mesh size of the spectrin network observed at the extracellular and cytoplasmic surfaces of the plasma membrane was 4800 and 3000 nm2, respectively, which indicates that spectrin forms a three-dimensionally folded meshwork, and that 80% of spectrin can be observed at the extracellular surface of the plasma membrane.
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Affiliation(s)
- M Takeuchi
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Japan
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Hansma HG, Kim KJ, Laney DE, Garcia RA, Argaman M, Allen MJ, Parsons SM. Properties of biomolecules measured from atomic force microscope images: a review. J Struct Biol 1997; 119:99-108. [PMID: 9245749 DOI: 10.1006/jsbi.1997.3855] [Citation(s) in RCA: 190] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
AFM images can be used to obtain quantitative or qualitative information about the properties of biomaterials. Examples presented here are: (1) Persistence length measurements of moving and stationary DNA molecules. (2) Force mapping to measure properties such as the elasticity of cells and vesicles. (3) Phase mode imaging to detect variations in materials and properties of the sample surface. (4) Imaging of surfaces at different constant forces.
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Affiliation(s)
- H G Hansma
- Department of Physics, University of California, Santa Barbara 93106, USA
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