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Luther E, Mendes LP, Pan J, Costa DF, Torchilin VP. Applications of label-free, quantitative phase holographic imaging cytometry to the development of multi-specific nanoscale pharmaceutical formulations. Cytometry A 2017; 91:412-423. [PMID: 28371272 PMCID: PMC5540155 DOI: 10.1002/cyto.a.23102] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 12/14/2016] [Accepted: 03/01/2017] [Indexed: 11/09/2022]
Abstract
A label-free, high content, time-lapse holographic imaging system was applied to studies in pharmaceutical compound development. Multiple fields of cellular images are obtained over typically several day evaluations within standard CO2 incubators. Events are segmented to obtain population data of cellular features, which are displayed in scattergrams and histograms. Cell tracking is accomplished, accompanied by Cartesian plots of cell movement, as well as plots of cell features vs. time in novel 4-D displays of X position, Y position, time, and cell thickness. Our review of the instrument validation data includes 1) tracking of Giant HeLa cells, which may be undergoing neosis, a process of tumor stem cell generation; 2) tracking the effects of cell cycle related toxic agents on cell lines; 3) using MicroRNAs to reverse the polarization state in macrophages to induce tumor cell killing; 4) development of liposomal nanoformulations to overcome Multi-Drug Resistance (MDR) in ovarian cancer cells; and 5) development of dual sensitive micelles to specifically target matrix metalloproteinase 2 (MMP2) over-expressing cell lines. © 2017 International Society for Advancement of Cytometry.
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Affiliation(s)
- Ed Luther
- Department of Pharmaceutical Sciences, Northeastern University, Boston, Massachusetts
| | - Livia P. Mendes
- The Center for Pharmaceutical Biotechnology and Nanomedicine, Northeastern University, Boston, Massachusetts
- CAPES Foundation, Ministry of Education of Brazil, Brasilia, Brazil
| | - Jiyai Pan
- The Center for Pharmaceutical Biotechnology and Nanomedicine, Northeastern University, Boston, Massachusetts
| | - Daniel F. Costa
- The Center for Pharmaceutical Biotechnology and Nanomedicine, Northeastern University, Boston, Massachusetts
- CAPES Foundation, Ministry of Education of Brazil, Brasilia, Brazil
| | - Vladimir P. Torchilin
- Department of Pharmaceutical Sciences, Northeastern University, Boston, Massachusetts
- The Center for Pharmaceutical Biotechnology and Nanomedicine, Northeastern University, Boston, Massachusetts
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Janicke B, Kårsnäs A, Egelberg P, Alm K. Label-free high temporal resolution assessment of cell proliferation using digital holographic microscopy. Cytometry A 2017; 91:460-469. [PMID: 28437571 DOI: 10.1002/cyto.a.23108] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 03/08/2017] [Accepted: 03/15/2017] [Indexed: 01/10/2023]
Abstract
Cell proliferation assays are widely applied in biological sciences to understand the effect of drugs over time. However, current methods often assess cell population growth indirectly, that is, the cells are not actually counted. Instead other parameters, for example, the amount of protein, are determined. These methods often also demand phototoxic labels, have low temporal resolution, or employ end-point assays, and frequently are labor intensive. We have developed a robust and label-free kinetic cell proliferation assay with high temporal resolution for adherent cells using digital holographic microscopy (DHM), one of many quantitative phase microscopy techniques. As no labels or stains are required, and only very low intensity illumination is necessary, the technique allows for noninvasive continuous cell counting. Only two image processing settings were adjusted between cell lines, making the assay practical, user friendly, and free of user bias. The developed direct assay was validated by analyzing cell cultures treated with various concentrations of the anti-cancer drug etoposide, a well-established topoisomerase inhibitor that causes DNA damage and leads to programmed cell death. After treatment, the unstained adherent cells were nondestructively imaged every 30 min for 36 h inside a cell incubator. In the recorded time-lapse image sequences, individual cells were automatically identified to provide detailed growth curves and growth rate data of cell number, confluence, and average cell volume. Our results demonstrate how these parameters facilitate a deeper understanding of cell processes than what is achievable with current single-parameter and end-point methods. © 2017 International Society for Advancement of Cytometry.
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Affiliation(s)
| | | | | | - Kersti Alm
- Phase Holographic Imaging AB, Lund, Sweden
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From immobilized cells to motile cells on a bed-of-nails: effects of vertical nanowire array density on cell behaviour. Sci Rep 2015; 5:18535. [PMID: 26691936 PMCID: PMC4686997 DOI: 10.1038/srep18535] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2015] [Accepted: 11/19/2015] [Indexed: 01/27/2023] Open
Abstract
The field of vertical nanowire array-based applications in cell biology is growing rapidly and an increasing number of applications are being explored. These applications almost invariably rely on the physical properties of the nanowire arrays, creating a need for a better understanding of how their physical properties affect cell behaviour. Here, we investigate the effects of nanowire density on cell migration, division and morphology for murine fibroblasts. Our results show that few nanowires are sufficient to immobilize cells, while a high nanowire spatial density enables a ”bed-of-nails” regime, where cells reside on top of the nanowires and are fully motile. The presence of nanowires decreases the cell proliferation rate, even in the “bed-of-nails” regime. We show that the cell morphology strongly depends on the nanowire density. Cells cultured on low (0.1 μm−2) and medium (1 μm−2) density substrates exhibit an increased number of multi-nucleated cells and micronuclei. These were not observed in cells cultured on high nanowire density substrates (4 μm−2). The results offer important guidelines to minimize cell-function perturbations on nanowire arrays. Moreover, these findings offer the possibility to tune cell proliferation and migration independently by adjusting the nanowire density, which may have applications in drug testing.
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El-Schich Z, Mölder A, Tassidis H, Härkönen P, Falck Miniotis M, Gjörloff Wingren A. Induction of morphological changes in death-induced cancer cells monitored by holographic microscopy. J Struct Biol 2015; 189:207-12. [PMID: 25637284 DOI: 10.1016/j.jsb.2015.01.010] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Revised: 01/16/2015] [Accepted: 01/17/2015] [Indexed: 01/11/2023]
Abstract
We are using the label-free technique of holographic microscopy to analyze cellular parameters including cell number, confluence, cellular volume and area directly in the cell culture environment. We show that death-induced cells can be distinguished from untreated counterparts by the use of holographic microscopy, and we demonstrate its capability for cell death assessment. Morphological analysis of two representative cell lines (L929 and DU145) was performed in the culture flasks without any prior cell detachment. The two cell lines were treated with the anti-tumour agent etoposide for 1-3days. Measurements by holographic microscopy showed significant differences in average cell number, confluence, volume and area when comparing etoposide-treated with untreated cells. The cell volume of the treated cell lines was initially increased at early time-points. By time, cells decreased in volume, especially when treated with high doses of etoposide. In conclusion, we have shown that holographic microscopy allows label-free and completely non-invasive morphological measurements of cell growth, viability and death. Future applications could include real-time monitoring of these holographic microscopy parameters in cells in response to clinically relevant compounds.
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Affiliation(s)
- Zahra El-Schich
- Department of Biomedical Science, Health and Society, Malmö University, Malmö, Sweden
| | | | - Helena Tassidis
- Department of Natural Science, Kristianstad University, Kristianstad, Sweden
| | - Pirkko Härkönen
- Department of Cell Biology and Anatomy, Institute of Biomedicine, University of Turku, Turku, Finland
| | - Maria Falck Miniotis
- Department of Biomedical Science, Health and Society, Malmö University, Malmö, Sweden
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El Mallahi A, Dubois F. Dependency and precision of the refocusing criterion based on amplitude analysis in digital holographic microscopy. OPTICS EXPRESS 2011; 19:6684-98. [PMID: 21451695 DOI: 10.1364/oe.19.006684] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
We analyze the dependency and the accuracy of the refocusing criterion based on the integrated modulus amplitude in the case of amplitude object. Analytical dependencies on the defocus distance and the numerical aperture are found. This theoretical prediction for the refocusing criterion is well supported by simulation. We study also the robustness of the refocusing criterion by adding salt and pepper and speckle-type noises. We demonstrate that the refocusing criterion is robust up to an significant level of noise that can perturb the holograms.
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Affiliation(s)
- Ahmed El Mallahi
- Université Libre de Bruxelles, Microgravity Research Center, Brussel, Belgium.
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Barbosa EA, Silva DM, Preto AO, Verzini R. Design, construction, and performance of a real-time holographic refractometry prototype for liquid analysis. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2011; 82:013103. [PMID: 21280812 DOI: 10.1063/1.3523049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
The development and the performance of a portable holographic refractometer prototype for liquid measurement employing multimode diode lasers with emission centered at 662 nm as light sources is reported. Due to the multiwavelength character of the holographic recording, a synthetic wavelength was generated, and the diffracted wave intensity was thus modulated as a function of the optical path difference between the reference and the object beams. The transparent test cell containing the liquid was placed at the reference-beam arm of the optical setup, while the contour interferogram generated on the holographic image of a flat object was used for fringe counting. A change ΔL on the liquid column length is proportional to the Δp running fringes on the object image, and from this relation the refractive index of the test liquid was obtained. The holograms were recorded on a photorefractive Bi(12)TiO(20) crystal whether using a single multimode diode laser or by combining two diode lasers. In the latter configuration the synthetic wavelength can be varied in order to enhance the measurement sensitivity and∕or to allow the analysis of turbid liquids. The size of the whole prototype is 54 × 22 × 14 cm(3). The refractive indexes of ethanol∕water mixtures with different concentrations were measured, as well as the NaCl concentrations in aqueous solutions were determined upon comparison with an empirical curve. In both cases the results were compared with the ones obtained through an Abbe refractometer.
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Affiliation(s)
- E A Barbosa
- Laboratório de Óptica Aplicada, Faculdade de Tecnologia de São Paulo, CEETEPS-UNESP, São Paulo, Brazil.
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MÖLDER A, SEBESTA M, GUSTAFSSON M, GISSELSON L, WINGREN AGJÖRLOFF, ALM K. Non-invasive, label-free cell counting and quantitative analysis of adherent cells using digital holography. J Microsc 2008; 232:240-7. [DOI: 10.1111/j.1365-2818.2008.02095.x] [Citation(s) in RCA: 88] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Awatsuji Y, Tahara T, Kaneko A, Koyama T, Nishio K, Ura S, Kubota T, Matoba O. Parallel two-step phase-shifting digital holography. APPLIED OPTICS 2008; 47:D183-9. [PMID: 18594574 DOI: 10.1364/ao.47.00d183] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
We propose a parallel two-step phase-shifting digital holography technique capable of instantaneous measurement of three-dimensional objects, with a view toward measurement of dynamically moving objects. The technique is based on phase-shifting interferometry. The proposed technique carries out the two-step phase-shifting method at one time and can be optically implemented by using a phase-shifting array device located in the reference beam. The array device has a periodic two-step phase distribution, and its configuration is simplified compared with that required for three-step and four-step parallel phase-shifting digital holographies. Therefore the optical system of the proposed technique is more suitable for the realization of a parallel phase-shifting digital holography system. We conduct both a numerical simulation and a preliminary experiment in the proposed technique. The results of the simulation and the experiment agree well with those of sequential phase-shifting digital holography, and results are superior to those obtained by conventional digital holography using the Fresnel transform alone. Thus the effectiveness of the proposed technique is verified.
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Affiliation(s)
- Yasuhiro Awatsuji
- Division of Electronics, Kyoto Institute of Technology, Matsugasaki, Kyoto, Japan.
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McElhinney CP, Hennelly BM, Naughton TJ. Extended focused imaging for digital holograms of macroscopic three-dimensional objects. APPLIED OPTICS 2008; 47:D71-9. [PMID: 18594582 DOI: 10.1364/ao.47.000d71] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
When a digital hologram is reconstructed, only points located at the reconstruction distance are in focus. We have developed a novel technique for creating an in-focus image of the macroscopic objects encoded in a digital hologram. This extended focused image is created by combining numerical reconstructions with depth information extracted by using our depth-from-focus algorithm. To our knowledge, this is the first technique that creates extended focused images of digital holograms encoding macroscopic objects. We present results for digital holograms containing low- and high-contrast macroscopic objects.
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Affiliation(s)
- Conor P McElhinney
- Department of Computer Science, National University of Ireland, Maynooth, County Kildare, Ireland.
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Hillman TR, Alexandrov SA, Gutzler T, Sampson DD. Microscopic particle discrimination using spatially-resolved Fourier-holographic light scattering angular spectroscopy. OPTICS EXPRESS 2006; 14:11088-11102. [PMID: 19529524 DOI: 10.1364/oe.14.011088] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
We utilize Fourier-holographic light scattering angular spectroscopy to record the spatially resolved complex angular scattering spectra of samples over wide fields of view in a single or few image captures. Without resolving individual scatterers, we are able to generate spatially-resolved particle size maps for samples composed of spherical scatterers, by comparing generated spectra with Mie-theory predictions. We present a theoretical discussion of the fundamental principles of our technique and, in addition to the sphere samples, apply it experimentally to a biological sample which comprises red blood cells. Our method could possibly represent an efficient alternative to the time-consuming and laborious conventional procedure in light microscopy of image tiling and inspection, for the characterization of microscopic morphology over wide fields of view.
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Awatsuji Y, Fujii A, Kubota T, Matoba O. Parallel three-step phase-shifting digital holography. APPLIED OPTICS 2006; 45:2995-3002. [PMID: 16639447 DOI: 10.1364/ao.45.002995] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
We propose parallel three-step phase-shifting digital holography as a technique capable of noiseless instantaneous measurement of three-dimensional objects based on phase-shifting interferometry. The proposed digital holography carries out three-step phase shifting at the same time by using a phase-shifting array device located in the reference beam. The array device has a periodic three-step phase distribution, and its configuration is simplified compared with that required for conventional parallel phase-shifting digital holography. Therefore the optical system of the proposed parallel phase-shifting digital holography is more suitable for the realization of the proposed holography. We conduct both a numerical simulation and a preliminary experiment. The results of the simulation and experiment agree well with those of the conventional phase-shifting method and are superior to the results obtained by conventional digital holography by using the Fresnel transform alone. Thus the effectiveness of the proposed technique is verified.
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Affiliation(s)
- Yasuhiro Awatsuji
- Department of Electronics and Information Science, Kyoto Institute of Technology, Matsugasaki, Japan.
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12
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Awatsuji Y, Sasada M, Fujii A, Kubota T. Scheme to improve the reconstructed image in parallel quasi-phase-shifting digital holography. APPLIED OPTICS 2006; 45:968-74. [PMID: 16512540 DOI: 10.1364/ao.45.000968] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
We propose a scheme to improve the reconstructed image in parallel quasi-phase-shifting digital holography. Parallel quasi-phase-shifting digital holography is a technique capable of noiseless instantaneous measurement of three-dimensional objects, and it implements four kinds of phase shifting at a time with an array of 2 x 2 phase-shifting devices located in the reference wave. In the phase-shifting calculation in the reconstruction process of the technique, the scheme assigns the 2 x 2 cell configuration for each pixel in the vertical direction and for each 1-pixel interval in the horizontal direction of the hologram recorded by the image sensor. We conduct both a numerical simulation and a preliminary experiment. The results show that the proposed scheme can improve the quality of the reconstructed image calculated by the conventional scheme of parallel quasi-phase-shifting digital holography we previously proposed, and then the effectiveness of the proposed scheme is verified.
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Affiliation(s)
- Yasuhiro Awatsuji
- Department of Electronics and Information Science, Kyoto Institute of Technology, Matsugasaki, Sakyo-ku, Kyoto 606-8585, Japan.
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13
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Sebesta M, Gustafsson M. Object characterization with refractometric digital Fourier holography. OPTICS LETTERS 2005; 30:471-473. [PMID: 15789706 DOI: 10.1364/ol.30.000471] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
We demonstrate a digital holographic method in which two different substances in a blend are discerned. The method requires only one set of exposures and one reconstruction in the plane of focus. The phase is unwrapped by Flynn's discontinuity algorithm to produce an image of the variation of the optical distance of the illuminating wave. Objects with indices of refraction that are higher and lower than the mounting liquid are detected as regions in which the phase is increased and decreased, respectively. We also present a method for calculating the volume distribution of substrates in a sample. The method is experimentally demonstrated with crystals of NaCl and KCl.
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Affiliation(s)
- Mikael Sebesta
- Phase Holographic Imaging PHI AB, SE-224 75 Lund, Sweden
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