1
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Huang Z, Cao L. Quantitative phase imaging based on holography: trends and new perspectives. LIGHT, SCIENCE & APPLICATIONS 2024; 13:145. [PMID: 38937443 PMCID: PMC11211409 DOI: 10.1038/s41377-024-01453-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Revised: 04/07/2024] [Accepted: 04/10/2024] [Indexed: 06/29/2024]
Abstract
In 1948, Dennis Gabor proposed the concept of holography, providing a pioneering solution to a quantitative description of the optical wavefront. After 75 years of development, holographic imaging has become a powerful tool for optical wavefront measurement and quantitative phase imaging. The emergence of this technology has given fresh energy to physics, biology, and materials science. Digital holography (DH) possesses the quantitative advantages of wide-field, non-contact, precise, and dynamic measurement capability for complex-waves. DH has unique capabilities for the propagation of optical fields by measuring light scattering with phase information. It offers quantitative visualization of the refractive index and thickness distribution of weak absorption samples, which plays a vital role in the pathophysiology of various diseases and the characterization of various materials. It provides a possibility to bridge the gap between the imaging and scattering disciplines. The propagation of wavefront is described by the complex amplitude. The complex-value in the complex-domain is reconstructed from the intensity-value measurement by camera in the real-domain. Here, we regard the process of holographic recording and reconstruction as a transformation between complex-domain and real-domain, and discuss the mathematics and physical principles of reconstruction. We review the DH in underlying principles, technical approaches, and the breadth of applications. We conclude with emerging challenges and opportunities based on combining holographic imaging with other methodologies that expand the scope and utility of holographic imaging even further. The multidisciplinary nature brings technology and application experts together in label-free cell biology, analytical chemistry, clinical sciences, wavefront sensing, and semiconductor production.
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Affiliation(s)
- Zhengzhong Huang
- Department of Precision Instrument, Tsinghua University, Beijing, 100084, China
| | - Liangcai Cao
- Department of Precision Instrument, Tsinghua University, Beijing, 100084, China.
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2
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Kumar M, Murata T, Matoba O. Live Cell Imaging by Single-Shot Common-Path Wide Field-of-View Reflective Digital Holographic Microscope. SENSORS (BASEL, SWITZERLAND) 2024; 24:720. [PMID: 38339437 PMCID: PMC10857047 DOI: 10.3390/s24030720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 02/12/2024]
Abstract
Quantitative phase imaging by digital holographic microscopy (DHM) is a nondestructive and label-free technique that has been playing an indispensable role in the fields of science, technology, and biomedical imaging. The technique is competent in imaging and analyzing label-free living cells and investigating reflective surfaces. Herein, we introduce a new configuration of a wide field-of-view single-shot common-path off-axis reflective DHM for the quantitative phase imaging of biological cells that leverages several advantages, including being less-vibration sensitive to external perturbations due to its common-path configuration, also being compact in size, simple in optical design, highly stable, and cost-effective. A detailed description of the proposed DHM system, including its optical design, working principle, and capability for phase imaging, is presented. The applications of the proposed system are demonstrated through quantitative phase imaging results obtained from the reflective surface (USAF resolution test target) as well as transparent samples (living plant cells). The proposed system could find its applications in the investigation of several biological specimens and the optical metrology of micro-surfaces.
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Affiliation(s)
- Manoj Kumar
- Department of Systems Science, Graduate School of System Informatics, Kobe University, Rokkodai 1-1, Nada, Kobe 657-8501, Japan
- Center of Optical Scattering Image Science, Kobe University, Rokkodai 1-1, Nada, Kobe 657-8501, Japan
| | - Takashi Murata
- Department of Applied Bioscience, Kanagawa Institute of Technology, Atsugi 243-0292, Japan
| | - Osamu Matoba
- Department of Systems Science, Graduate School of System Informatics, Kobe University, Rokkodai 1-1, Nada, Kobe 657-8501, Japan
- Center of Optical Scattering Image Science, Kobe University, Rokkodai 1-1, Nada, Kobe 657-8501, Japan
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3
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Rusak A, Buzalewicz I, Mrozowska M, Wiatrak B, Haczkiewicz-Leśniak K, Olbromski M, Kmiecik A, Krzyżak E, Pietrowska A, Moskal J, Podhorska-Okołów M, Podbielska H, Dzięgiel P. Multimodal study of CHI3L1 inhibition and its effect on angiogenesis, migration, immune response and refractive index of cellular structures in glioblastoma. Biomed Pharmacother 2023; 161:114520. [PMID: 36921538 DOI: 10.1016/j.biopha.2023.114520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/27/2023] [Accepted: 03/09/2023] [Indexed: 03/18/2023] Open
Abstract
Glioblastoma is one of the most aggressive tumours with a poor response to treatment and a poor prognosis for patients. One of the proteins expressed in glioblastoma tissue is CHI3L1 (YKL-40), which is upregulated and known for its angiogenesis-supporting and pro-tumour immunomodulatory effects in a variety of cancers. In this paper we present the anti-angiogenic, anti-migratory and immunomodulatory effects of the compound G721-0282, an inhibitor of CHI3L1. The inhibitor-induced changes were investigated using conventional techniques as well as the novel label-free digital holographic tomography (DHT), a quantitative phase imaging technique that allows the reconstruction of the refractive index (RI), which is used as an image contrast for 3D visualisation of living cells. DHT allowed digital staining of individual cells and intercellular structures based only on their specific RI. Quantitative spatially resolved analysis of the RI data shows that the concentration of G721-0282 leads to significant changes in the density of cells and their intracellular structures (in particular the cytoplasm and nucleus), in the volume of lipid droplets and in protein concentrations. Studies in the U-87 MG glioblastoma cell line, THP-1 monocytes differentiated into macrophages, human microvascular endothelial cells (HMEC-1) and in the spheroid model of glioblastoma composed of U-87 MG, HMEC-1 and macrophages suggest that inhibition of CHI3L1 may have potential in the antitumour treatment of glioblastoma. In this paper, we also propose a spheroid model for in vitro studies that mimics this type of tumour.
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Affiliation(s)
- Agnieszka Rusak
- Division of Histology and Embryology, Department of Human Morphology and Embryology, Faculty of Medicine, Wroclaw Medical University, T. Chalubinskiego 6a St., 50-368 Wroclaw, Poland.
| | - Igor Buzalewicz
- Department of Biomedical Engineering, Faculty of Fundamental Problems of Technology, Wroclaw University of Science and Technology, 27 Wybrzeze S. Wyspianskiego St., 50-370 Wroclaw, Poland.
| | - Monika Mrozowska
- Division of Histology and Embryology, Department of Human Morphology and Embryology, Faculty of Medicine, Wroclaw Medical University, T. Chalubinskiego 6a St., 50-368 Wroclaw, Poland.
| | - Benita Wiatrak
- Department of Pharmacology, Faculty of Medicine, J. Mikulicza-Radeckiego 2 Street, 50-345 Wroclaw, Poland.
| | - Katarzyna Haczkiewicz-Leśniak
- Department of Ultrastructural Research, Faculty of Medicine, Wroclaw Medical University, T. Chalubinskiego 6a St, 50-368 Wroclaw, Poland.
| | - Mateusz Olbromski
- Division of Histology and Embryology, Department of Human Morphology and Embryology, Faculty of Medicine, Wroclaw Medical University, T. Chalubinskiego 6a St., 50-368 Wroclaw, Poland.
| | - Alicja Kmiecik
- Division of Histology and Embryology, Department of Human Morphology and Embryology, Faculty of Medicine, Wroclaw Medical University, T. Chalubinskiego 6a St., 50-368 Wroclaw, Poland.
| | - Edward Krzyżak
- Department of Basic Chemical Sciences, Faculty of Pharmacy, Wroclaw Medical University, Borowska 211A St., 50-556 Wroclaw, Poland.
| | - Aleksandra Pietrowska
- Department of Biomedical Engineering, Faculty of Fundamental Problems of Technology, Wroclaw University of Science and Technology, 27 Wybrzeze S. Wyspianskiego St., 50-370 Wroclaw, Poland.
| | - Jakub Moskal
- Department of Neurosurgery, Poznan University of Medical Sciences, S. Przybyszewskiego 49 St., 60-355 Poznan, Poland.
| | - Marzenna Podhorska-Okołów
- Department of Ultrastructural Research, Faculty of Medicine, Wroclaw Medical University, T. Chalubinskiego 6a St, 50-368 Wroclaw, Poland.
| | - Halina Podbielska
- Department of Biomedical Engineering, Faculty of Fundamental Problems of Technology, Wroclaw University of Science and Technology, 27 Wybrzeze S. Wyspianskiego St., 50-370 Wroclaw, Poland.
| | - Piotr Dzięgiel
- Division of Histology and Embryology, Department of Human Morphology and Embryology, Faculty of Medicine, Wroclaw Medical University, T. Chalubinskiego 6a St., 50-368 Wroclaw, Poland; Department of Physiotherapy, University School of Physical Education, I. Paderewskiego 35 Al., 51-612 Wroclaw, Poland.
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Jiang Y, Li H, Pang Y, Ling J, Wang H, Yang Y, Li X, Tian Y, Wang X. Cell image reconstruction using digital holography with an improved GS algorithm. Front Physiol 2022; 13:1040777. [PMID: 36388128 PMCID: PMC9659819 DOI: 10.3389/fphys.2022.1040777] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 10/17/2022] [Indexed: 09/08/2024] Open
Abstract
Digital holography is an effective technology in image reconstruction as amplitude and phase information of cells can be acquired without any staining. In this paper, we propose a holographic technique with an improved Gerchberg-Saxton (GS) algorithm to reconstruct cell imaging based on phase reconstruction information. Comparative experiments are conducted on four specific models to investigate the effectiveness of the proposed method. The morphological parameters (such as shape, volume, and sphericity) of abnormal erythrocytes can be obtained by reconstructing cell hologram of urinary sediment. Notably, abnormal red blood cells can also be detected in mussy circumstances by the proposed method, owing to the significantly biophysical contrast (refractive index distribution and mass density) between two different cells. Therefore, this proposed method has a broad application prospect in cell image reconstruction and cell dynamic detection.
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Affiliation(s)
- Yuhao Jiang
- Institute for Advanced Sciences, Chongqing University of Posts and Telecommunications, Chongqing, China
- Central Nervous System Drug Key Laboratory of Sichuan Province, Luzhou, China
| | - Hongzhong Li
- School of Civil Engineering, Guangdong Communication Polytechnic, Guangzhou, China
| | - Yu Pang
- Institute for Advanced Sciences, Chongqing University of Posts and Telecommunications, Chongqing, China
| | - Jiwei Ling
- Institute for Advanced Sciences, Chongqing University of Posts and Telecommunications, Chongqing, China
| | - Hao Wang
- Institute for Advanced Sciences, Chongqing University of Posts and Telecommunications, Chongqing, China
| | - Yuling Yang
- Institute for Advanced Sciences, Chongqing University of Posts and Telecommunications, Chongqing, China
| | - Xinyu Li
- Institute for Advanced Sciences, Chongqing University of Posts and Telecommunications, Chongqing, China
| | - Yin Tian
- Institute for Advanced Sciences, Chongqing University of Posts and Telecommunications, Chongqing, China
- Guangyang Bay Laboratory, Chongqing Institute for Brain and Intelligence, Chongqing, China
| | - Xiuxin Wang
- Institute for Advanced Sciences, Chongqing University of Posts and Telecommunications, Chongqing, China
- Key Laboratory of Opto-technology and Intelligent Control, Ministry of Education, Lanzhou Jiaotong University, Lanzhou, China
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5
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Nguyen TL, Pradeep S, Judson-Torres RL, Reed J, Teitell MA, Zangle TA. Quantitative Phase Imaging: Recent Advances and Expanding Potential in Biomedicine. ACS NANO 2022; 16:11516-11544. [PMID: 35916417 PMCID: PMC10112851 DOI: 10.1021/acsnano.1c11507] [Citation(s) in RCA: 53] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Quantitative phase imaging (QPI) is a label-free, wide-field microscopy approach with significant opportunities for biomedical applications. QPI uses the natural phase shift of light as it passes through a transparent object, such as a mammalian cell, to quantify biomass distribution and spatial and temporal changes in biomass. Reported in cell studies more than 60 years ago, ongoing advances in QPI hardware and software are leading to numerous applications in biology, with a dramatic expansion in utility over the past two decades. Today, investigations of cell size, morphology, behavior, cellular viscoelasticity, drug efficacy, biomass accumulation and turnover, and transport mechanics are supporting studies of development, physiology, neural activity, cancer, and additional physiological processes and diseases. Here, we review the field of QPI in biology starting with underlying principles, followed by a discussion of technical approaches currently available or being developed, and end with an examination of the breadth of applications in use or under development. We comment on strengths and shortcomings for the deployment of QPI in key biomedical contexts and conclude with emerging challenges and opportunities based on combining QPI with other methodologies that expand the scope and utility of QPI even further.
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6
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Běhal J, Borrelli F, Mugnano M, Bianco V, Capozzoli A, Curcio C, Liseno A, Miccio L, Memmolo P, Ferraro P. Developing a Reliable Holographic Flow Cyto-Tomography Apparatus by Optimizing the Experimental Layout and Computational Processing. Cells 2022; 11:2591. [PMID: 36010667 PMCID: PMC9406712 DOI: 10.3390/cells11162591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 08/17/2022] [Accepted: 08/18/2022] [Indexed: 11/16/2022] Open
Abstract
Digital Holographic Tomography (DHT) has recently been established as a means of retrieving the 3D refractive index mapping of single cells. To make DHT a viable system, it is necessary to develop a reliable and robust holographic apparatus in order that such technology can be utilized outside of specialized optics laboratories and operated in the in-flow modality. In this paper, we propose a quasi-common-path lateral-shearing holographic optical set-up to be used, for the first time, for DHT in a flow-cytometer modality. The proposed solution is able to withstand environmental vibrations that can severely affect the interference process. Furthermore, we have scaled down the system while ensuring that a full 360° rotation of the cells occurs in the field-of-view, in order to retrieve 3D phase-contrast tomograms of single cells flowing along a microfluidic channel. This was achieved by setting the camera sensor at 45° with respect to the microfluidic direction. Additional optimizations were made to the computational elements to ensure the reliable retrieval of 3D refractive index distributions by demonstrating an effective method of tomographic reconstruction, based on high-order total variation. The results were first demonstrated using realistic 3D numerical phantom cells to assess the performance of the proposed high-order total variation method in comparison with the gold-standard algorithm for tomographic reconstructions: namely, filtered back projection. Then, the proposed DHT system and the processing pipeline were experimentally validated for monocytes and mouse embryonic fibroblast NIH-3T3 cells lines. Moreover, the repeatability of these tomographic measurements was also investigated by recording the same cell multiple times and quantifying the ability to provide reliable and comparable tomographic reconstructions, as confirmed by a correlation coefficient greater than 95%. The reported results represent various steps forward in several key aspects of in-flow DHT, thus paving the way for its use in real-world applications.
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Affiliation(s)
- Jaromír Běhal
- Institute of Applied Sciences and Intelligent Systems, Italian National Research Council (CNR-ISASI), 80078 Pozzuoli, Italy
| | - Francesca Borrelli
- Dipartimento di Ingegneria Elettrica e delle Tecnologie dell’Informazione, Università di Napoli Federico II, 80125 Napoli, Italy
| | - Martina Mugnano
- Institute of Applied Sciences and Intelligent Systems, Italian National Research Council (CNR-ISASI), 80078 Pozzuoli, Italy
| | - Vittorio Bianco
- Institute of Applied Sciences and Intelligent Systems, Italian National Research Council (CNR-ISASI), 80078 Pozzuoli, Italy
| | - Amedeo Capozzoli
- Dipartimento di Ingegneria Elettrica e delle Tecnologie dell’Informazione, Università di Napoli Federico II, 80125 Napoli, Italy
| | - Claudio Curcio
- Dipartimento di Ingegneria Elettrica e delle Tecnologie dell’Informazione, Università di Napoli Federico II, 80125 Napoli, Italy
| | - Angelo Liseno
- Dipartimento di Ingegneria Elettrica e delle Tecnologie dell’Informazione, Università di Napoli Federico II, 80125 Napoli, Italy
| | - Lisa Miccio
- Institute of Applied Sciences and Intelligent Systems, Italian National Research Council (CNR-ISASI), 80078 Pozzuoli, Italy
| | - Pasquale Memmolo
- Institute of Applied Sciences and Intelligent Systems, Italian National Research Council (CNR-ISASI), 80078 Pozzuoli, Italy
| | - Pietro Ferraro
- Institute of Applied Sciences and Intelligent Systems, Italian National Research Council (CNR-ISASI), 80078 Pozzuoli, Italy
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7
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Mirsky SK, Barnea I, Shaked NT. Dynamic Tomographic Phase Microscopy by Double Six-Pack Holography. ACS PHOTONICS 2022; 9:1295-1303. [PMID: 35480489 PMCID: PMC9026267 DOI: 10.1021/acsphotonics.1c01804] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Indexed: 05/25/2023]
Affiliation(s)
- Simcha K. Mirsky
- Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Tel Aviv 69978, Israel
| | - Itay Barnea
- Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Tel Aviv 69978, Israel
| | - Natan T. Shaked
- Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Tel Aviv 69978, Israel
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8
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Kumar M, Matoba O. 2D full-field displacement and vibration measurements of specularly reflecting surfaces by two-beam common-path digital holography. OPTICS LETTERS 2021; 46:5966-5969. [PMID: 34851935 DOI: 10.1364/ol.438860] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 11/05/2021] [Indexed: 06/13/2023]
Abstract
A new, to the best of our knowledge, configuration of common-path off-axis digital holography is proposed for simultaneous evaluation of out-of-plane and in-plane displacements of the vibrating object. The object is illuminated from two different directions, and each illumination interferes with its corresponding reference beam generated near the object, resulting in two independent holograms that are spatially multiplexed in a single camera image. Two multiplexed holograms, at undeformed and deformed states of the object, are recorded and processed to obtain the out-of-plane and in-plane displacements simultaneously. The proposed digital holographic system has the advantage of a simple and compact optical setup, is less sensitive to environmental disturbances, and has high temporal phase stability. The two-dimensional (z,x) full-field amplitude and phase vibration analysis of a perfect specularly reflecting surface are also demonstrated by the proposed holographic system. The experimental results authenticate the feasibility of the proposed system and reveal its unique advantages. The proposed digital holographic system, owing to simple and compact geometry and providing several advantages over other two-channel holographic systems, may find a wide range of applications in investigating real-time dynamic phenomena.
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Lu CW, Belashov AV, Zhikhoreva AA, Semenova IV, Cheng CJ, Su LY, Wu CH. Application of digital holographic tomography in antitumor effect of cantharides complex on 4T1 breast cancer cells. APPLIED OPTICS 2021; 60:3365-3373. [PMID: 33983241 DOI: 10.1364/ao.416943] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 03/22/2021] [Indexed: 06/12/2023]
Abstract
The study focuses on a methodology providing noninvasive monitoring and evaluation of the antitumor effect of traditional Chinese medicine, cantharides complex (canth), on 4T1 breast tumor cells. Digital holographic tomography (DHT) and developed data post-processing algorithms were used for quantitative estimation of changes in optical and morphological parameters of cells. We calculated and compared data on the refractive index, thickness, and projected area of 4T1 breast tumor cells in control untreated specimens and those treated with doxorubicin hydrochloride (DOX), canth, and their combinations. Post-treatment changes in cellular morphology recorded by DHT demonstrated that the two drugs led to noticeably different morphological changes in cells that can be presumably associated with different pathways of their death, apoptosis, or necrosis. The effect of combined treatment with these two drugs strongly depended on their relative concentrations and could lead to changes characteristic either for DOX or for canth; however, being more profound than those obtained when using each drug solely. The results obtained by DHT are in a good correspondence with commonly used cell viability analysis and immunofluorescent analysis of changes in cellular cytoskeleton.
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Balasubramani V, Kuś A, Tu HY, Cheng CJ, Baczewska M, Krauze W, Kujawińska M. Holographic tomography: techniques and biomedical applications [Invited]. APPLIED OPTICS 2021; 60:B65-B80. [PMID: 33798138 DOI: 10.1364/ao.416902] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 01/20/2021] [Indexed: 05/23/2023]
Abstract
Holographic tomography (HT) is an advanced label-free optical microscopic imaging method used for biological studies. HT uses digital holographic microscopy to record the complex amplitudes of a biological sample as digital holograms and then numerically reconstruct the sample's refractive index (RI) distribution in three dimensions. The RI values are a key parameter for label-free bio-examination, which correlate with metabolic activities and spatiotemporal distribution of biophysical parameters of cells and their internal organelles, tissues, and small-scale biological objects. This article provides insight on this rapidly growing HT field of research and its applications in biology. We present a review summary of the HT principle and highlight recent technical advancement in HT and its applications.
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11
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Balasubramani V, Montresor S, Tu HY, Huang CH, Picart P, Cheng CJ. Influence of noise-reduction techniques in sparse-data sample rotation tomographic imaging. APPLIED OPTICS 2021; 60:B81-B87. [PMID: 33798139 DOI: 10.1364/ao.415284] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 01/31/2021] [Indexed: 06/12/2023]
Abstract
Data acquisition and processing is a critical issue for high-speed applications, especially in three-dimensional live cell imaging and analysis. This paper focuses on sparse-data sample rotation tomographic reconstruction and analysis with several noise-reduction techniques. For the sample rotation experiments, a live Candida rugosa sample is used and controlled by holographic optical tweezers, and the transmitted complex wavefronts of the sample are recorded with digital holographic microscopy. Three different cases of sample rotation tomography were reconstructed for dense angle with a step rotation at every 2°, and for sparse angles with step rotation at every 5° and 10°. The three cases of tomographic reconstruction performance are analyzed with consideration for data processing using four noise-reduction techniques. The experimental results demonstrate potential capability in retaining the tomographic image quality, even at the sparse angle reconstructions, with the help of noise-reduction techniques.
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Di J, Han W, Liu S, Wang K, Tang J, Zhao J. Sparse-view imaging of a fiber internal structure in holographic diffraction tomography via a convolutional neural network. APPLIED OPTICS 2021; 60:A234-A242. [PMID: 33690374 DOI: 10.1364/ao.404276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 10/29/2020] [Indexed: 06/12/2023]
Abstract
Deep learning has recently shown great potential in computational imaging. Here, we propose a deep-learning-based reconstruction method to realize the sparse-view imaging of a fiber internal structure in holographic diffraction tomography. By taking the sparse-view sinogram as the input and the cross-section image obtained by the dense-view sinogram as the ground truth, the neural network can reconstruct the cross-section image from the sparse-view sinogram. It performs better than the corresponding filtered back-projection algorithm with a sparse-view sinogram, both in the case of simulated data and real experimental data.
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13
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Kumar M, Matoba O, Quan X, Rajput SK, Awatsuji Y, Tamada Y. Single-shot common-path off-axis digital holography: applications in bioimaging and optical metrology [Invited]. APPLIED OPTICS 2021; 60:A195-A204. [PMID: 33690370 DOI: 10.1364/ao.404208] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 10/15/2020] [Indexed: 06/12/2023]
Abstract
The demand for single-shot and common-path holographic systems has become increasingly important in recent years, as such systems offer various advantages compared to their counterparts. Single-shot holographic systems, for example, reduce computational complexity as only a single hologram with the object information required to process, making them more suitable for the investigation of dynamic events; and common-path holographic systems are less vibration-sensitive, compact, inexpensive, and high in temporal phase stability. We have developed a single-shot common-path off-axis digital holographic setup based on a beam splitter and pinhole. In this paper, we present a concise review of the proposed digital holographic system for several applications, including the quantitative phase imaging to investigate the morphological and quantitative parameters, as a metrological tool for testing of micro-optics, industrial inspection and measurement, and sound field imaging and visualization.
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14
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Vélez J, Velasquez Z, Silva LMR, Gärtner U, Failing K, Daugschies A, Mazurek S, Hermosilla C, Taubert A. Metabolic Signatures of Cryptosporidium
parvum-Infected HCT-8 Cells and Impact of Selected Metabolic Inhibitors on C. parvum Infection under Physioxia and Hyperoxia. BIOLOGY 2021; 10:biology10010060. [PMID: 33467500 PMCID: PMC7831031 DOI: 10.3390/biology10010060] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 01/09/2021] [Accepted: 01/12/2021] [Indexed: 12/12/2022]
Abstract
Cryptosporidium parvum is an apicomplexan zoonotic parasite recognized as the second leading-cause of diarrhoea-induced mortality in children. In contrast to other apicomplexans, C.
parvum has minimalistic metabolic capacities which are almost exclusively based on glycolysis. Consequently, C. parvum is highly dependent on its host cell metabolism. In vivo (within the intestine) infected epithelial host cells are typically exposed to low oxygen pressure (1-11% O2, termed physioxia). Here, we comparatively analyzed the metabolic signatures of C. parvum-infected HCT-8 cells cultured under both, hyperoxia (21% O2), representing the standard oxygen condition used in most experimental settings, and physioxia (5% O2), to be closer to the in vivo situation. The most pronounced effect of C. parvum infection on host cell metabolism was, on one side, an increase in glucose and glutamine uptake, and on the other side, an increase in lactate release. When cultured in a glutamine-deficient medium, C. parvum infection led to a massive increase in glucose consumption and lactate production. Together, these results point to the important role of both glycolysis and glutaminolysis during C. parvum intracellular replication. Referring to obtained metabolic signatures, we targeted glycolysis as well as glutaminolysis in C. parvum-infected host cells by using the inhibitors lonidamine [inhibitor of hexokinase, mitochondrial carrier protein (MCP) and monocarboxylate transporters (MCT) 1, 2, 4], galloflavin (lactate dehydrogenase inhibitor), syrosingopine (MCT1- and MCT4 inhibitor) and compound 968 (glutaminase inhibitor) under hyperoxic and physioxic conditions. In line with metabolic signatures, all inhibitors significantly reduced parasite replication under both oxygen conditions, thereby proving both energy-related metabolic pathways, glycolysis and glutaminolysis, but also lactate export mechanisms via MCTs as pivotal for C. parvum under in vivo physioxic conditions of mammals.
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Affiliation(s)
- Juan Vélez
- Biomedical Research Center Seltersberg, Institute of Parasitology, Justus Liebig University-Giessen, Schubert Str. 81, 35392 Giessen, Germany; (Z.V.); (L.M.R.S.); (C.H.); (A.T.)
- Institute of Veterinary Physiology and Biochemistry, Justus Liebig University-Giessen, Frankfurter Str. 100, 35392 Giessen, Germany;
- Correspondence:
| | - Zahady Velasquez
- Biomedical Research Center Seltersberg, Institute of Parasitology, Justus Liebig University-Giessen, Schubert Str. 81, 35392 Giessen, Germany; (Z.V.); (L.M.R.S.); (C.H.); (A.T.)
| | - Liliana M. R. Silva
- Biomedical Research Center Seltersberg, Institute of Parasitology, Justus Liebig University-Giessen, Schubert Str. 81, 35392 Giessen, Germany; (Z.V.); (L.M.R.S.); (C.H.); (A.T.)
| | - Ulrich Gärtner
- Institute of Anatomy and Cell Biology, Justus Liebig University-Giessen, Aulweg 123, 35392 Giessen, Germany;
| | - Klaus Failing
- Unit for Biomathematics and Data Processing, Justus Liebig University-Giessen, Frankfurter Str. 95, 35392 Giessen, Germany;
| | - Arwid Daugschies
- Institute of Parasitology, University of Leipzig, An den Tierkliniken 35, 04103 Leipzig, Germany;
| | - Sybille Mazurek
- Institute of Veterinary Physiology and Biochemistry, Justus Liebig University-Giessen, Frankfurter Str. 100, 35392 Giessen, Germany;
| | - Carlos Hermosilla
- Biomedical Research Center Seltersberg, Institute of Parasitology, Justus Liebig University-Giessen, Schubert Str. 81, 35392 Giessen, Germany; (Z.V.); (L.M.R.S.); (C.H.); (A.T.)
| | - Anja Taubert
- Biomedical Research Center Seltersberg, Institute of Parasitology, Justus Liebig University-Giessen, Schubert Str. 81, 35392 Giessen, Germany; (Z.V.); (L.M.R.S.); (C.H.); (A.T.)
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15
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Kim D, Lee S, Lee M, Oh J, Yang SA, Park Y. Holotomography: Refractive Index as an Intrinsic Imaging Contrast for 3-D Label-Free Live Cell Imaging. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1310:211-238. [PMID: 33834439 DOI: 10.1007/978-981-33-6064-8_10] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Live cell imaging provides essential information in the investigation of cell biology and related pathophysiology. Refractive index (RI) can serve as intrinsic optical imaging contrast for 3-D label-free and quantitative live cell imaging, and provide invaluable information to understand various dynamics of cells and tissues for the study of numerous fields. Recently significant advances have been made in imaging methods and analysis approaches utilizing RI, which are now being transferred to biological and medical research fields, providing novel approaches to investigate the pathophysiology of cells. To provide insight into how RI can be used as an imaging contrast for imaging of biological specimens, here we provide the basic principle of RI-based imaging techniques and summarize recent progress on applications, ranging from microbiology, hematology, infectious diseases, hematology, and histopathology.
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Affiliation(s)
- Doyeon Kim
- Department of Chemistry, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea
| | - Sangyun Lee
- Department of Physics, KAIST, Daejeon, South Korea
| | - Moosung Lee
- Department of Physics, KAIST, Daejeon, South Korea
| | - Juntaek Oh
- Department of Physics, KAIST, Daejeon, South Korea
| | - Su-A Yang
- Department of Biological Sciences, KAIST, Daejeon, South Korea
| | - YongKeun Park
- Department of Physics, KAIST, Daejeon, South Korea. .,KAIST Institute Health Science and Technology, Daejeon, South Korea. .,Tomocube Inc., Daejeon, South Korea.
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16
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Chen X, Kandel ME, Hu C, Lee YJ, Popescu G. Wolf phase tomography (WPT) of transparent structures using partially coherent illumination. LIGHT, SCIENCE & APPLICATIONS 2020; 9:142. [PMID: 32864117 PMCID: PMC7438521 DOI: 10.1038/s41377-020-00379-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 07/30/2020] [Accepted: 08/03/2020] [Indexed: 05/03/2023]
Abstract
In 1969, Emil Wolf proposed diffraction tomography using coherent holographic imaging to extract 3D information from transparent, inhomogeneous objects. In the same era, the Wolf equations were first used to describe the propagation correlations associated with partially coherent fields. Combining these two concepts, we present Wolf phase tomography (WPT), which is a method for performing diffraction tomography using partially coherent fields. WPT reconstruction works directly in the space-time domain, without the need for Fourier transformation, and decouples the refractive index (RI) distribution from the thickness of the sample. We demonstrate the WPT principle using the data acquired by a quantitative-phase-imaging method that upgrades an existing phase-contrast microscope by introducing controlled phase shifts between the incident and scattered fields. The illumination field in WPT is partially spatially coherent (emerging from a ring-shaped pupil function) and of low temporal coherence (white light), and as such, it is well suited for the Wolf equations. From three intensity measurements corresponding to different phase-contrast frames, the 3D RI distribution is obtained immediately by computing the Laplacian and second time derivative of the measured complex correlation function. We validate WPT with measurements of standard samples (microbeads), spermatozoa, and live neural cultures. The high throughput and simplicity of this method enables the study of 3D, dynamic events in living cells across the entire multiwell plate, with an RI sensitivity on the order of 10-5.
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Affiliation(s)
- Xi Chen
- Quantitative Light Imaging Laboratory, Beckman Institute for Advanced Science and Technology, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801 USA
| | - Mikhail E. Kandel
- Quantitative Light Imaging Laboratory, Beckman Institute for Advanced Science and Technology, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801 USA
| | - Chenfei Hu
- Quantitative Light Imaging Laboratory, Beckman Institute for Advanced Science and Technology, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801 USA
| | - Young Jae Lee
- Quantitative Light Imaging Laboratory, Beckman Institute for Advanced Science and Technology, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801 USA
| | - Gabriel Popescu
- Quantitative Light Imaging Laboratory, Beckman Institute for Advanced Science and Technology, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801 USA
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17
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Dardikman-Yoffe G, Mirsky SK, Barnea I, Shaked NT. High-resolution 4-D acquisition of freely swimming human sperm cells without staining. SCIENCE ADVANCES 2020; 6:eaay7619. [PMID: 32300651 PMCID: PMC7148098 DOI: 10.1126/sciadv.aay7619] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 01/09/2020] [Indexed: 05/20/2023]
Abstract
We present a new acquisition method that enables high-resolution, fine-detail full reconstruction of the three-dimensional movement and structure of individual human sperm cells swimming freely. We achieve both retrieval of the three-dimensional refractive-index profile of the sperm head, revealing its fine internal organelles and time-varying orientation, and the detailed four-dimensional localization of the thin, highly-dynamic flagellum of the sperm cell. Live human sperm cells were acquired during free swim using a high-speed off-axis holographic system that does not require any moving elements or cell staining. The reconstruction is based solely on the natural movement of the sperm cell and a novel set of algorithms, enabling the detailed four-dimensional recovery. Using this refractive-index imaging approach, we believe that we have detected an area in the cell that is attributed to the centriole. This method has great potential for both biological assays and clinical use of intact sperm cells.
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18
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Zhang D, Lan L, Bai Y, Majeed H, Kandel ME, Popescu G, Cheng JX. Bond-selective transient phase imaging via sensing of the infrared photothermal effect. LIGHT, SCIENCE & APPLICATIONS 2019; 8:116. [PMID: 31839936 PMCID: PMC6904725 DOI: 10.1038/s41377-019-0224-0] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 11/07/2019] [Accepted: 11/18/2019] [Indexed: 05/06/2023]
Abstract
Phase-contrast microscopy converts the phase shift of light passing through a transparent specimen, e.g., a biological cell, into brightness variations in an image. This ability to observe structures without destructive fixation or staining has been widely utilized for applications in materials and life sciences. Despite these advantages, phase-contrast microscopy lacks the ability to reveal molecular information. To address this gap, we developed a bond-selective transient phase (BSTP) imaging technique that excites molecular vibrations by infrared light, resulting in a transient change in phase shift that can be detected by a diffraction phase microscope. By developing a time-gated pump-probe camera system, we demonstrate BSTP imaging of live cells at a 50 Hz frame rate with high spectral fidelity, sub-microsecond temporal resolution, and sub-micron spatial resolution. Our approach paves a new way for spectroscopic imaging investigation in biology and materials science.
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Affiliation(s)
- Delong Zhang
- Department of Biomedical Engineering, Boston University, Boston, MA 02215 USA
- Department of Physics, Zhejiang University, Hangzhou, 310028 China
| | - Lu Lan
- Department of Biomedical Engineering, Boston University, Boston, MA 02215 USA
| | - Yeran Bai
- Department of Biomedical Engineering, Boston University, Boston, MA 02215 USA
- National Laboratory on High Power Laser and Physics, Shanghai, 201800 China
- Key Laboratory of High Power Laser and Physics, Shanghai Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, Shanghai, 201800 China
| | - Hassaan Majeed
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Champaign, IL 61801 USA
| | - Mikhail E. Kandel
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, IL 61801 USA
| | - Gabriel Popescu
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Champaign, IL 61801 USA
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, IL 61801 USA
| | - Ji-Xin Cheng
- Department of Biomedical Engineering, Boston University, Boston, MA 02215 USA
- Department of Electrical & Computer Engineering, Boston University, Boston, MA 02215 USA
- Photonics Center, Boston University, Boston, MA 02215 USA
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19
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Abstract
This study introduces label-free digital holo-tomographic microscopy (DHTM) and refractive index gradient (RIG) measurements of live, virus-infected cells. We use DHTM to describe virus type-specific cytopathic effects, including cyclic volume changes of vaccinia virus infections, and cytoplasmic condensations in herpesvirus and rhinovirus infections, distinct from apoptotic cells. This work shows for the first time that DHTM is suitable to observe virus-infected cells and distinguishes virus type-specific signatures under noninvasive conditions. It provides a basis for future studies, where correlative fluorescence microscopy of cell and virus structures annotate distinct RIG values derived from DHTM. Cytopathic effects (CPEs) are a hallmark of infections. CPEs are difficult to observe due to phototoxicity from classical light microscopy. We report distinct patterns of virus infections in live cells using digital holo-tomographic microscopy (DHTM). DHTM is label-free and records the phase shift of low-energy light passing through the specimen on a transparent surface with minimal perturbation. DHTM measures the refractive index (RI) and computes the refractive index gradient (RIG), unveiling optical heterogeneity in cells. We find that vaccinia virus (VACV), herpes simplex virus (HSV), and rhinovirus (RV) infections progressively and distinctly increased RIG. VACV infection, but not HSV and RV infections, induced oscillations of cell volume, while all three viruses altered cytoplasmic membrane dynamics and induced apoptotic features akin to those caused by the chemical compound staurosporine. In sum, we introduce DHTM for quantitative label-free microscopy in infection research and uncover virus type-specific changes and CPE in living cells with minimal interference. IMPORTANCE This study introduces label-free digital holo-tomographic microscopy (DHTM) and refractive index gradient (RIG) measurements of live, virus-infected cells. We use DHTM to describe virus type-specific cytopathic effects, including cyclic volume changes of vaccinia virus infections, and cytoplasmic condensations in herpesvirus and rhinovirus infections, distinct from apoptotic cells. This work shows for the first time that DHTM is suitable to observe virus-infected cells and distinguishes virus type-specific signatures under noninvasive conditions. It provides a basis for future studies, where correlative fluorescence microscopy of cell and virus structures annotate distinct RIG values derived from DHTM.
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20
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Integrated dual-tomography for refractive index analysis of free-floating single living cell with isotropic superresolution. Sci Rep 2018; 8:5943. [PMID: 29654324 PMCID: PMC5899089 DOI: 10.1038/s41598-018-24408-w] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Accepted: 03/29/2018] [Indexed: 11/08/2022] Open
Abstract
Digital holographic microtomography is a promising technique for three-dimensional (3D) measurement of the refractive index (RI) profiles of biological specimens. Measurement of the RI distribution of a free-floating single living cell with an isotropic superresolution had not previously been accomplished. To the best of our knowledge, this is the first study focusing on the development of an integrated dual-tomographic (IDT) imaging system for RI measurement of an unlabelled free-floating single living cell with an isotropic superresolution by combining the spatial frequencies of full-angle specimen rotation with those of beam rotation. A novel ‘UFO’ (unidentified flying object) like shaped coherent transfer function is obtained. The IDT imaging system does not require any complex image-processing algorithm for 3D reconstruction. The working principle was successfully demonstrated and a 3D RI profile of a single living cell, Candida rugosa, was obtained with an isotropic superresolution. This technology is expected to set a benchmark for free-floating single live sample measurements without labeling or any special sample preparations for the experiments.
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21
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Krauze W, Kuś A, Śladowski D, Skrzypek E, Kujawińska M. Reconstruction method for extended depth-of-field optical diffraction tomography. Methods 2018; 136:40-49. [DOI: 10.1016/j.ymeth.2017.10.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 09/11/2017] [Accepted: 10/02/2017] [Indexed: 10/18/2022] Open
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22
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Xiu P, Liu Q, Zhou X, Xu Y, Kuang C, Liu X. Analogous on-axis interference topographic phase microscopy (AOITPM). J Microsc 2018; 270:235-243. [PMID: 29323732 DOI: 10.1111/jmi.12677] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Revised: 11/12/2017] [Accepted: 12/17/2017] [Indexed: 11/28/2022]
Abstract
The refractive index (RI) of a sample as an endogenous contrast agent plays an important role in transparent live cell imaging. In tomographic phase microscopy (TPM), 3D quantitative RI maps can be reconstructed based on the measured projections of the RI in multiple directions. The resolution of the RI maps not only depends on the numerical aperture of the employed objective lens, but also is determined by the accuracy of the quantitative phase of the sample measured at multiple scanning illumination angles. This paper reports an analogous on-axis interference TPM, where the interference angle between the sample and reference beams is kept constant for projections in multiple directions to improve the accuracy of the phase maps and the resolution of RI tomograms. The system has been validated with both silica beads and red blood cells. Compared with conventional TPM, the proposed system acquires quantitative RI maps with higher resolution (420 nm @λ = 633 nm) and signal-to-noise ratio that can be beneficial for live cell imaging in biomedical applications.
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Affiliation(s)
- P Xiu
- State Key Laboratory of Modern Optical Instrumentations, College of Optical Science and Engineering, Zhejiang University, Hangzhou, 310027, China
| | - Q Liu
- State Key Laboratory of Modern Optical Instrumentations, College of Optical Science and Engineering, Zhejiang University, Hangzhou, 310027, China
| | - X Zhou
- Key Laboratory of Biomedical Engineering of Ministry of Education, Department of Biomedical Engineering, Zhejiang Provincial Key Laboratory of Cardio-Cerebral Vascular Detection Technology and Medicinal Effectiveness Appraisal, Zhejiang University, Hangzhou, 310027, China
| | - Y Xu
- Key Laboratory of Biomedical Engineering of Ministry of Education, Department of Biomedical Engineering, Zhejiang Provincial Key Laboratory of Cardio-Cerebral Vascular Detection Technology and Medicinal Effectiveness Appraisal, Zhejiang University, Hangzhou, 310027, China
| | - C Kuang
- State Key Laboratory of Modern Optical Instrumentations, College of Optical Science and Engineering, Zhejiang University, Hangzhou, 310027, China
| | - X Liu
- State Key Laboratory of Modern Optical Instrumentations, College of Optical Science and Engineering, Zhejiang University, Hangzhou, 310027, China
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23
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Kuś A. Illumination-related errors in limited-angle optical diffraction tomography. APPLIED OPTICS 2017; 56:9247-9256. [PMID: 29216097 DOI: 10.1364/ao.56.009247] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
In the paper, the design and tolerances of optical systems and scanning components used in limited-angle optical diffraction tomography are analyzed in order to improve the performance of the measurement systems and to encourage the application of tomography as a standard method for quantitative analysis of 3D refractive index distribution in biological microstructures. The first part of the presented analysis consists of component selection for the scanning device and optical system in the illumination part of the setup and the influence of the illumination wavefront on reconstruction quality. In the second part, the sensitivity of the tomographic reconstruction quality to three representative measurement-related errors based on synthetic data is demonstrated. Finally, a configuration of the system, selected to minimize reconstruction errors, is proposed and alignment tolerances simulated using the Monte Carlo method are provided.
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24
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Ma X, Xiao W, Pan F. Optical tomographic reconstruction based on multi-slice wave propagation method. OPTICS EXPRESS 2017; 25:22595-22607. [PMID: 29041567 DOI: 10.1364/oe.25.022595] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Accepted: 09/02/2017] [Indexed: 06/07/2023]
Abstract
In optical tomography, it is challenging to obtain high-quality results for complex-structured objects which induce multiple scattering. Nonlinear reconstruction methods outperform linear ones in these situations. A promising nonlinear method is the approach based on beam propagation method, but its accuracy may decrease for complicated structures. In this paper, we describe a novel tomographic reconstruction method using multi-slice wave propagation method (WPM) as the forward model, which simulates the scattering process more precisely but has not been introduced in tomographic reconstruction before. The computational model of WPM is presented. To tackle the computational complexity, we propose an efficient scheme to compute the transmitted field and its derivative. We then use an iterative optimization method to recover the quantitative refraction index distribution. We also discuss the influences of the parameters in the method and how to determine their values. The experimental results demonstrate that this method can address multiple scattering problems and provide high accuracy for complex-structured objects.
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25
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Nguyen TH, Kandel ME, Rubessa M, Wheeler MB, Popescu G. Gradient light interference microscopy for 3D imaging of unlabeled specimens. Nat Commun 2017; 8:210. [PMID: 28785013 PMCID: PMC5547102 DOI: 10.1038/s41467-017-00190-7] [Citation(s) in RCA: 114] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 06/08/2017] [Indexed: 12/14/2022] Open
Abstract
Multiple scattering limits the contrast in optical imaging of thick specimens. Here, we present gradient light interference microscopy (GLIM) to extract three-dimensional information from both thin and thick unlabeled specimens. GLIM exploits a special case of low-coherence interferometry to extract phase information from the specimen, which in turn can be used to measure cell mass, volume, surface area, and their evolutions in time. Because it combines multiple intensity images that correspond to controlled phase shifts between two interfering waves, gradient light interference microscopy is capable of suppressing the incoherent background due to multiple scattering. GLIM can potentially become a valuable tool for in vitro fertilization, where contrast agents and fluorophores may impact the viability of the embryo. Since GLIM is implemented as an add-on module to an existing inverted microscope, we anticipate that it will be adopted rapidly by the biological community. Challenges in biological imaging include labeling, photobleaching and phototoxicity, as well as light scattering. Here, Nguyen et al. develop a quantitative phase method that uses low-coherence interferometry for label-free 3D imaging in scattering tissue.
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Affiliation(s)
- Tan H Nguyen
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, IL, 61801, USA
| | - Mikhail E Kandel
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, IL, 61801, USA
| | - Marcello Rubessa
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Champaign, IL, 61801, USA
| | - Matthew B Wheeler
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Champaign, IL, 61801, USA
| | - Gabriel Popescu
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, IL, 61801, USA.
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26
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Abstract
Volume is an essential characteristic of a cell, and this review describes the main methods of its measurement that have been used in the past several decades. The discussed methods include various implementations of light scattering, estimates based on one or two cell dimensions, surface scanning, fluorescence confocal and transmission slice-by-slice imaging, intracellular volume markers, displacement of extracellular solution, quantitative phase imaging, radioactive methods, and some others. Suitability of these methods to some typical samples and applications is discussed. © 2017 International Society for Advancement of Cytometry.
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Affiliation(s)
- Michael A Model
- Department of Biological Sciences, Kent State University, Kent, Ohio
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27
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Vijayarathna S, Chen Y, Kanwar JR, Sasidharan S. Standardized Polyalthia longifolia leaf extract (PLME) inhibits cell proliferation and promotes apoptosis: The anti-cancer study with various microscopy methods. Biomed Pharmacother 2017; 91:366-377. [PMID: 28463800 DOI: 10.1016/j.biopha.2017.04.112] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Revised: 04/21/2017] [Accepted: 04/24/2017] [Indexed: 12/17/2022] Open
Abstract
Over the years a number of microscopy methods have been developed to assess the changes in cells. Some non-invasive techniques such as holographic digital microscopy (HDM), which although does not destroy the cells, but helps to monitor the events that leads to initiation of apoptotic cell death. In this study, the apoptogenic property and the cytotoxic effect of P. longifolia leaf methanolic extract (PLME) against the human cervical carcinoma cells (HeLa) was studied using light microscope (LM), holographic digital microscopy (HDM), scanning electron microscope (SEM) and transmission electron microscope (TEM). The average IC50 value of PLME against HeLa cells obtained by MTT and CyQuant assay was 22.00μg/mL at 24h. However, noncancerous Vero cells tested with PLME exhibited no cytotoxicity with the IC50 value of 51.07μg/mL at 24h by using MTT assay. Cytological observations showed nuclear condensation, cell shrinkage, multinucleation, abnormalities of mitochondrial cristae, membrane blebbing, disappearance of microvilli and filopodia, narrowing of lamellipodia, holes, formation of numerous smaller vacuoles, cytoplasmic extrusions and formation of apoptotic bodies as confirmed collectively by HDM, LM, SEM and TEM. In conclusion, PLME was able to produce distinctive morphological features of HeLa cell death that corresponds to apoptosis.
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Affiliation(s)
- Soundararajan Vijayarathna
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, USM 11800, Pulau Pinang, Malaysia
| | - Yeng Chen
- Dental Research & Training Unit, and Oral Cancer Research and Coordinating Centre (OCRCC), Faculty of Dentistry, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Jagat R Kanwar
- Nanomedicine-Laboratory of Immunology and Molecular Biomedical Research, School of Medicine, Faculty of Health, Centre for Molecular and Medical Research, Deakin University, Pigdons Road, Waurn Ponds, Geelong, Victoria 3216, Australia
| | - Sreenivasan Sasidharan
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, USM 11800, Pulau Pinang, Malaysia.
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28
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Lyu M, Yuan C, Li D, Situ G. Fast autofocusing in digital holography using the magnitude differential. APPLIED OPTICS 2017; 56:F152-F157. [PMID: 28463310 DOI: 10.1364/ao.56.00f152] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Typical methods of automatic estimation of focusing in digital holography calculate every single reconstructed frame to get a critical function and then ascertain the focal plane by finding the extreme value of that function. Here, we propose a digital holographic autofocusing method that computes the focused distance using the first longitudinal difference of the magnitude of the reconstructed image. We demonstrate the proposed method with both numerical simulations and optical experiments of amplitude-contrast and phase-contrast objects. The results suggest that the proposed method performs better than other existing methods, in terms of applicability and computation efficiency, with potential applications in industrial and biomedical inspections where automatic focus tracking is necessary.
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29
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Lin YC, Chen HC, Tu HY, Liu CY, Cheng CJ. Optically driven full-angle sample rotation for tomographic imaging in digital holographic microscopy. OPTICS LETTERS 2017; 42:1321-1324. [PMID: 28362759 DOI: 10.1364/ol.42.001321] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
This study presents a novel tomographic imaging technique for living biomedical samples using an optically driven full-angle rotation scheme based on digital holographic microscopy, in which the three-dimensional refractive index distribution inside the sample can be measured and analyzed. To accomplish the full-angle sample rotation, two optical traps are driven by highly focused spots on the top and bottom of the sample. The rim image of the sample outside the focal depth at the different rotation angles and propagation distances can be corrected and compensated, respectively, via numerical focusing; therefore, tomographic imaging of the sample can be conducted. The proposed approach shows that an entire symmetric spectrum can be acquired for tomographic reconstruction without the missing apple core problem as in traditional sample-rotation schemes. The three-dimensional refractive index of living yeast in a fluid medium is measured and verified.
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30
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Mulot M, Marcisz K, Grandgirard L, Lara E, Kosakyan A, Robroek BJM, Lamentowicz M, Payne RJ, Mitchell EAD. Genetic Determinism vs. Phenotypic Plasticity in Protist Morphology. J Eukaryot Microbiol 2017; 64:729-739. [DOI: 10.1111/jeu.12406] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 01/05/2017] [Accepted: 02/16/2017] [Indexed: 11/30/2022]
Affiliation(s)
- Matthieu Mulot
- Laboratory of Soil Biodiversity; University of Neuchatel; Rue Emile-Argand 11 Neuchatel 2000 Switzerland
- EPEP - UMR 7144; CNRS - UPMC Roscoff Biological Station; Place Georges Teissier 29680 Roscoff France
| | - Katarzyna Marcisz
- Laboratory of Wetland Ecology and Monitoring & Department of Biogeography and Paleoecology; Adam Mickiewicz University; Krygowskiego 10 Poznan 61-680 Poland
- Institute of Plant Sciences and Oeschger Centre for Climate Change Research; University of Bern; Altenbergrain 21 CH-3013 Bern Switzerland
| | - Lara Grandgirard
- Laboratory of Soil Biodiversity; University of Neuchatel; Rue Emile-Argand 11 Neuchatel 2000 Switzerland
| | - Enrique Lara
- Laboratory of Soil Biodiversity; University of Neuchatel; Rue Emile-Argand 11 Neuchatel 2000 Switzerland
| | - Anush Kosakyan
- Laboratory of Evolutionary Protistology, Institute of Biosciences; University of Sao Paulo; Matao Travessa 14 Cidade Universitaria Sao Paulo 05508-090 SP Brazil
- Biology Center (Institute of Parasitology); Czech Academy of Sciences; Branišovská 1160/31 37005 České Budějovice Czech Republic
| | - Bjorn J. M. Robroek
- Ecology and Biodiversity Group, Faculty of Science; Utrecht University; Padualaan 8 Utrecht 3585 CH The Netherlands
- Ecole Polytechnique Federale de Lausanne; Ecological Systems Laboratory; Lausanne CH-1015 Switzerland
- WSL Swiss Federal Institute for Forest, Snow and Landscape Research; Site Lausanne Lausanne CH-1015 Switzerland
| | - Mariusz Lamentowicz
- Laboratory of Wetland Ecology and Monitoring & Department of Biogeography and Paleoecology; Adam Mickiewicz University; Krygowskiego 10 Poznan 61-680 Poland
| | - Richard J. Payne
- Environment; University of York; York YO105DD United Kingdom
- Department of Zoology and Ecology; Penza State University; Krasnaya street 40 440026 Penza Russia
| | - Edward A. D. Mitchell
- Laboratory of Soil Biodiversity; University of Neuchatel; Rue Emile-Argand 11 Neuchatel 2000 Switzerland
- Jardin Botanique de Neuchatel; Chemin du Perthuis-du-Sault 58 Neuchatel 2000 Switzerland
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Habaza M, Kirschbaum M, Guernth‐Marschner C, Dardikman G, Barnea I, Korenstein R, Duschl C, Shaked NT. Rapid 3D Refractive-Index Imaging of Live Cells in Suspension without Labeling Using Dielectrophoretic Cell Rotation. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2017; 4:1600205. [PMID: 28251046 PMCID: PMC5323858 DOI: 10.1002/advs.201600205] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Revised: 08/14/2016] [Indexed: 05/19/2023]
Abstract
A major challenge in the field of optical imaging of live cells is achieving rapid, 3D, and noninvasive imaging of isolated cells without labeling. If successful, many clinical procedures involving analysis and sorting of cells drawn from body fluids, including blood, can be significantly improved. A new label-free tomographic interferometry approach is presented. This approach provides rapid capturing of the 3D refractive-index distribution of single cells in suspension. The cells flow in a microfluidic channel, are trapped, and then rapidly rotated by dielectrophoretic forces in a noninvasive and precise manner. Interferometric projections of the rotated cell are acquired and processed into the cellular 3D refractive-index map. Uniquely, this approach provides full (360°) coverage of the rotation angular range around any axis, and knowledge on the viewing angle. The experimental demonstrations presented include 3D, label-free imaging of cancer cells and three types of white blood cells. This approach is expected to be useful for label-free cell sorting, as well as for detection and monitoring of pathological conditions resulting in cellular morphology changes or occurrence of specific cell types in blood or other body fluids.
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Affiliation(s)
- Mor Habaza
- Department of Biomedical EngineeringFaculty of EngineeringTel Aviv UniversityTel Aviv69978Israel
| | - Michael Kirschbaum
- Fraunhofer Institute for Cell Therapy and ImmunologyBranch PotsdamAm Muehlenberg 1314476PotsdamGermany
| | | | - Gili Dardikman
- Department of Biomedical EngineeringFaculty of EngineeringTel Aviv UniversityTel Aviv69978Israel
| | - Itay Barnea
- Department of Biomedical EngineeringFaculty of EngineeringTel Aviv UniversityTel Aviv69978Israel
- Department of Physiology and PharmacologyFaculty of MedicineTel Aviv UniversityTel Aviv69978Israel
| | - Rafi Korenstein
- Department of Physiology and PharmacologyFaculty of MedicineTel Aviv UniversityTel Aviv69978Israel
| | - Claus Duschl
- Fraunhofer Institute for Cell Therapy and ImmunologyBranch PotsdamAm Muehlenberg 1314476PotsdamGermany
| | - Natan T. Shaked
- Department of Biomedical EngineeringFaculty of EngineeringTel Aviv UniversityTel Aviv69978Israel
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Kostencka J, Kozacki T, Kuś A, Kemper B, Kujawińska M. Holographic tomography with scanning of illumination: space-domain reconstruction for spatially invariant accuracy. BIOMEDICAL OPTICS EXPRESS 2016; 7:4086-4101. [PMID: 27867717 PMCID: PMC5102545 DOI: 10.1364/boe.7.004086] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Revised: 08/11/2016] [Accepted: 08/23/2016] [Indexed: 05/25/2023]
Abstract
The paper presents two novel, space-domain reconstruction algorithms for holographic tomography utilizing scanning of illumination and a fixed detector that is highly suitable for imaging of living biomedical specimens. The first proposed algorithm is an adaptation of the filtered backpropagation to the scanning illumination tomography. Its space-domain implementation enables avoiding the error-prone interpolation in the Fourier domain, which is a significant problem of the state-of-the-art tomographic algorithm. The second proposed algorithm is a modified version of the former, which ensures the spatially invariant reconstruction accuracy. The utility of the proposed algorithms is demonstrated with numerical simulations and experimental measurement of a cancer cell.
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Affiliation(s)
- Julianna Kostencka
- Photonics Engineering Division, Institute of Micromechanics and Photonics, Faculty of Mechatronics, Warsaw University of Technology, A. Boboli 8 Street, 02-525 Warsaw, Poland
| | - Tomasz Kozacki
- Photonics Engineering Division, Institute of Micromechanics and Photonics, Faculty of Mechatronics, Warsaw University of Technology, A. Boboli 8 Street, 02-525 Warsaw, Poland
| | - Arkadiusz Kuś
- Photonics Engineering Division, Institute of Micromechanics and Photonics, Faculty of Mechatronics, Warsaw University of Technology, A. Boboli 8 Street, 02-525 Warsaw, Poland
| | - Björn Kemper
- Biomedical Technology Center of the Medical Faculty, University of Muenster, Mendelstr 17, D-48149 Muenster, Germany
| | - Małgorzata Kujawińska
- Photonics Engineering Division, Institute of Micromechanics and Photonics, Faculty of Mechatronics, Warsaw University of Technology, A. Boboli 8 Street, 02-525 Warsaw, Poland
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Jung J, Matemba LE, Lee K, Kazyoba PE, Yoon J, Massaga JJ, Kim K, Kim DJ, Park Y. Optical characterization of red blood cells from individuals with sickle cell trait and disease in Tanzania using quantitative phase imaging. Sci Rep 2016; 6:31698. [PMID: 27546097 PMCID: PMC4992839 DOI: 10.1038/srep31698] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Accepted: 07/22/2016] [Indexed: 02/02/2023] Open
Abstract
Sickle cell disease (SCD) is common across Sub-Saharan Africa. However, the investigation of SCD in this area has been significantly limited mainly due to the lack of research facilities and skilled personnel. Here, we present optical measurements of individual red blood cells from healthy individuals and individuals with SCD and sickle cell trait in Tanzania using the quantitative phase imaging technique. By employing a quantitative phase imaging unit, an existing microscope in a clinic is transformed into a powerful quantitative phase microscope providing measurements on the morphological, biochemical, and biomechanical properties of individual cells. The present approach will open up new opportunities for cost-effective investigation and diagnosis of several diseases in low resource environments.
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Affiliation(s)
- JaeHwang Jung
- Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon 34141, Republic of Korea
| | - Lucas E Matemba
- National Institute for Medical Research, P.O. Box 476, Morogoro, Tanzania
| | - KyeoReh Lee
- Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon 34141, Republic of Korea
| | - Paul E Kazyoba
- National Institute for Medical Research, 3 Barack Obama Drive, P.O. Box 9653, 11101 Dar es Salaam, Tanzania
| | - Jonghee Yoon
- Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon 34141, Republic of Korea
| | - Julius J Massaga
- National Institute for Medical Research, 3 Barack Obama Drive, P.O. Box 9653, 11101 Dar es Salaam, Tanzania
| | - Kyoohyun Kim
- Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon 34141, Republic of Korea
| | - Dong-Jin Kim
- Nelson Mandela African Institution of Science and Technology, School of Life Science and Bioengineering, P.O. Box 447 Arusha, Tanzania
| | - YongKeun Park
- Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon 34141, Republic of Korea.,TomoCube, Inc., Daejeon 34051, Republic of Korea
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Donnarumma D, Brodoline A, Alexandre D, Gross M. Blood flow imaging in zebrafish by laser doppler digital holography. Microsc Res Tech 2016; 81:153-161. [PMID: 27155205 DOI: 10.1002/jemt.22678] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Revised: 03/31/2016] [Accepted: 04/15/2016] [Indexed: 11/08/2022]
Abstract
Microvessel blood flow imaging techniques are widely used in biomedical research and clinical diagnostics where many diseases have a vascular etiology or involvement. For testing purposes, zebrafish embryo provides an ideal animal model to achieve high-resolution imaging of superficial and deeply localized vessels. Moreover, the study of the formation of a closed circulatory system in vertebrates is a topic of recent interest in biophysics. However, most of the existing techniques are invasive due to the use of a contrast agent for imaging purposes. Recent developments in Digital Holography and Laser Doppler Holography techniques can be considered to alleviate this issue. Laser Doppler holography and transmission microscopy can be coupled to analyze blood flow in fish embryos by adapting a laser Doppler holographic setup to a standard bio-microscope: the two beams of the holographic interferometer (illumination of the object and reference), whose frequency offset is controlled, were addressed to the microscope by optical fibers. Multimodal acquisition and analysis of the data is made by acting on the frequency offset of the two beams, and on the location of the Fourier space filtered zone. In this work, we show that it is possible to select the signal of moving scatterers, and to image Red Blood Cells (RBCs) and blood vessels. Individual RBCs are imaged, and movies showing the RBC motion are obtained. Microsc. Res. Tech. 81:153-161, 2018. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Dario Donnarumma
- Laboratoire Charles Coulomb-UMR 5221 CNRS-Universite Montpellier, Place Eugéne Bataillon, 34095, Montpellier, France
| | - Alexey Brodoline
- Laboratoire Charles Coulomb-UMR 5221 CNRS-Universite Montpellier, Place Eugéne Bataillon, 34095, Montpellier, France
| | - Daniel Alexandre
- Laboratoire Charles Coulomb-UMR 5221 CNRS-Universite Montpellier, Place Eugéne Bataillon, 34095, Montpellier, France
| | - Michel Gross
- Laboratoire Charles Coulomb-UMR 5221 CNRS-Universite Montpellier, Place Eugéne Bataillon, 34095, Montpellier, France
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Belashov AV, Petrov NV, Semenova IV. Accuracy of image-plane holographic tomography with filtered backprojection: random and systematic errors. APPLIED OPTICS 2016; 55:81-88. [PMID: 26835625 DOI: 10.1364/ao.55.000081] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
This paper explores the concept of image-plane holographic tomography applied to the measurements of laser-induced thermal gradients in an aqueous solution of a photosensitizer with respect to the reconstruction accuracy of three-dimensional variations of the refractive index. It uses the least-squares estimation algorithm to reconstruct refractive index variations in each holographic projection. Along with the bitelecentric optical system, transferring focused projection to the sensor plane, it facilitates the elimination of diffraction artifacts and noise suppression. This work estimates the influence of typical random and systematic errors in experiments and concludes that random errors such as accidental measurement errors or noise presence can be significantly suppressed by increasing the number of recorded digital holograms. On the contrary, even comparatively small systematic errors such as a displacement of the rotation axis projection in the course of a reconstruction procedure can significantly distort the results.
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Müller P, Schürmann M, Guck J. ODTbrain: a Python library for full-view, dense diffraction tomography. BMC Bioinformatics 2015; 16:367. [PMID: 26537417 PMCID: PMC4634917 DOI: 10.1186/s12859-015-0764-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Accepted: 10/07/2015] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Analyzing the three-dimensional (3D) refractive index distribution of a single cell makes it possible to describe and characterize its inner structure in a marker-free manner. A dense, full-view tomographic data set is a set of images of a cell acquired for multiple rotational positions, densely distributed from 0 to 360 degrees. The reconstruction is commonly realized by projection tomography, which is based on the inversion of the Radon transform. The reconstruction quality of projection tomography is greatly improved when first order scattering, which becomes relevant when the imaging wavelength is comparable to the characteristic object size, is taken into account. This advanced reconstruction technique is called diffraction tomography. While many implementations of projection tomography are available today, there is no publicly available implementation of diffraction tomography so far. RESULTS We present a Python library that implements the backpropagation algorithm for diffraction tomography in 3D. By establishing benchmarks based on finite-difference time-domain (FDTD) simulations, we showcase the superiority of the backpropagation algorithm over the backprojection algorithm. Furthermore, we discuss how measurment parameters influence the reconstructed refractive index distribution and we also give insights into the applicability of diffraction tomography to biological cells. CONCLUSION The present software library contains a robust implementation of the backpropagation algorithm. The algorithm is ideally suited for the application to biological cells. Furthermore, the implementation is a drop-in replacement for the classical backprojection algorithm and is made available to the large user community of the Python programming language.
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Affiliation(s)
- Paul Müller
- Biotechnology Center of the TU Dresden, Tatzberg 47-51, Dresden, 01307, Germany.
| | - Mirjam Schürmann
- Biotechnology Center of the TU Dresden, Tatzberg 47-51, Dresden, 01307, Germany.
| | - Jochen Guck
- Biotechnology Center of the TU Dresden, Tatzberg 47-51, Dresden, 01307, Germany.
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Jenkins MH, Gaylord TK. Three-dimensional quantitative phase imaging via tomographic deconvolution phase microscopy. APPLIED OPTICS 2015; 54:9213-27. [PMID: 26560576 DOI: 10.1364/ao.54.009213] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
The field of three-dimensional quantitative phase imaging (3D QPI) is expanding rapidly with applications in biological, medical, and industrial research, development, diagnostics, and metrology. Much of this research has centered on developing optical diffraction tomography (ODT) for biomedical applications. In addition to technical difficulties associated with coherent noise, ODT is not congruous with optical microscopy utilizing partially coherent light, which is used in most biomedical laboratories. Thus, ODT solutions have, for the most part, been limited to customized optomechanical systems which would be relatively expensive to implement on a wide scale. In the present work, a new phase reconstruction method, called tomographic deconvolution phase microscopy (TDPM), is described which makes use of commercial microscopy hardware in realizing 3D QPI. TDPM is analogous to methods used in deconvolution microscopy which improve spatial resolution and 3D-localization accuracy of fluorescence micrographs by combining multiple through-focal scans which are deconvolved by the system point spread function. TDPM is based on the 3D weak object transfer function theory which is shown here to be capable of imaging "nonweak" phase objects with large phase excursions. TDPM requires no phase unwrapping and recovers the entire object spectrum via object rotation, mitigating the need to fill in the "missing cone" of spatial frequencies algorithmically as in limited-angle ODT. In the present work, TDPM is demonstrated using optical fibers, including single-mode, polarization-maintaining, and photonic-crystal fibers as well as an azimuthally varying CO2-laser-induced long-period fiber grating period as test phase objects.
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38
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DING C, TAN Z. Improved longitudinal resolution in tomographic diffractive microscopy with an ellipsoidal mirror. J Microsc 2015; 262:33-9. [DOI: 10.1111/jmi.12338] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2015] [Accepted: 09/19/2015] [Indexed: 11/26/2022]
Affiliation(s)
- C. DING
- College of SciencesHuazhong Agricultural University Wuhan China
- Institute of Applied PhysicsHuazhong Agricultural University Wuhan China
| | - Z. TAN
- College of SciencesHuazhong Agricultural University Wuhan China
- Institute of Applied PhysicsHuazhong Agricultural University Wuhan China
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Tayebi B, Sharif F, Jafarfard MR, Kim DY. Double-field-of-view, quasi-common-path interferometer using Fourier domain multiplexing. OPTICS EXPRESS 2015; 23:26825-26833. [PMID: 26480193 DOI: 10.1364/oe.23.026825] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
We present a quasi-common-path interferometer with a double field of view (FOV). The laser beam of an imaging system is separated into three parts using three mirrors; the first and second beams are used to image two different areas of a sample, while the third beam functions as a reference beam. The reference beam is prepared by making clear area in a sample and projecting it on an image sensor. A double FOV is obtained by Fourier domain multiplexing, whereby two interferometric images corresponding to two different areas of a sample are modulated with two different spatial carrier frequencies. The feasibility of this technique is experimentally demonstrated by imaging two different areas of a test target with a single image sensor.
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Kosakyan A, Mulot M, Mitchell EAD, Lara E. Environmental DNA COI barcoding for quantitative analysis of protists communities: A test using the Nebela collaris complex (Amoebozoa; Arcellinida; Hyalospheniidae). Eur J Protistol 2015. [PMID: 26196835 DOI: 10.1016/j.ejop.2015.06.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Environmental DNA surveys are used for screening eukaryotic diversity. However, it is unclear how quantitative this approach is and to what extent results from environmental DNA studies can be used for ecological studies requiring quantitative data. Mitochondrial cytochrome oxidase (COI) is used for species-level taxonomic studies of testate amoebae and should allow assessing the community composition from environmental samples, thus bypassing biases due to morphological identification. We tested this using a COI clone library approach and focusing on the Nebela collaris complex. Comparisons with direct microscopy counts showed that the COI clone library diversity data matched the morphologically identified taxa, and that community composition estimates using the two approaches were similar. However, this correlation was improved when microscopy counts were corrected for biovolume. Higher correlation with biovolume-corrected community data suggests that COI clone library data matches the ratio of mitochondria and that within closely-related taxa the density of mitochondria per unit biovolume is approximately constant. Further developments of this metabarcoding approach including quantifying the mitochondrial density among closely-related taxa, experiments on other taxonomic groups and using high throughput sequencing should make if possible to quantitatively estimate community composition of different groups, which would be invaluable for microbial food webs studies.
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Affiliation(s)
- Anush Kosakyan
- Laboratory of Soil Biology, University of Neuchatel, Rue Emile-Argand 11, CH-2000 Neuchatel, Switzerland; Institute of Biosciences, Department of Zoology, University of Sao Paulo, Rua do Matão, Travessa 14, Cidade Universitária, 05508-090 - Sao Paulo, SP, Brasil.
| | - Matthieu Mulot
- Laboratory of Soil Biology, University of Neuchatel, Rue Emile-Argand 11, CH-2000 Neuchatel, Switzerland
| | - Edward A D Mitchell
- Laboratory of Soil Biology, University of Neuchatel, Rue Emile-Argand 11, CH-2000 Neuchatel, Switzerland; Jardin Botanique de Neuchâtel, Chemin du Perthuis-du-Sault 58, CH-2000 Neuchâtel, Switzerland
| | - Enrique Lara
- Laboratory of Soil Biology, University of Neuchatel, Rue Emile-Argand 11, CH-2000 Neuchatel, Switzerland
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Habaza M, Gilboa B, Roichman Y, Shaked NT. Tomographic phase microscopy with 180° rotation of live cells in suspension by holographic optical tweezers. OPTICS LETTERS 2015; 40:1881-4. [PMID: 25872098 DOI: 10.1364/ol.40.001881] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
We present a new tomographic phase microscopy (TPM) approach that allows capturing the three-dimensional refractive index structure of single cells in suspension without labeling, using 180° rotation of the cells. This is obtained by integrating an external off-axis interferometer for wide-field wave front acquisition with holographic optical tweezers (HOTs) for trapping and micro-rotation of the suspended cells. In contrast to existing TPM approaches for cell imaging, our approach does not require anchoring the sample to a rotating stage, nor is it limited in angular range as is the illumination rotation approach. Thus, it allows noninvasive TPM of suspended live cells in a wide angular range. The proposed technique is experimentally demonstrated by capturing the three-dimensional refractive index map of yeast cells, while collecting interferometric projections at an angular range of 180° with 5° steps. The interferometric projections are processed by both the filtered back-projection method and the diffraction theory method. The experimental system is integrated with a spinning disk confocal fluorescent microscope for validation of the label-free TPM results.
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Kostencka J, Kozacki T, Kuś A, Kujawińska M. Accurate approach to capillary-supported optical diffraction tomography. OPTICS EXPRESS 2015; 23:7908-23. [PMID: 25837128 DOI: 10.1364/oe.23.007908] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
A new holographic data processing path for accurate quantitative tomographic reconstruction of 3D samples placed in a cylindrical capillary is proposed. The method considers strong unintentional focusing effects induced by the inner cylindrical boundary of the vessel: 1) introduction of cylindrical wave illumination of a sample, and 2) object wave deformation. The first issue is addressed by developing an arbitrary illumination tomographic reconstruction algorithm based on filtered backpropagation, while the second by a novel correction algorithm utilizing the optical rays analysis. Moreover, the processing path includes a novel holographic method for correction of spherical aberration related to refraction at a planar surface. Utility of the developed data processing path is proven with numerical simulations and experimental measurement of a specially prepared test sample.
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Godavarthi C, Zhang T, Maire G, Chaumet PC, Giovannini H, Talneau A, Belkebir K, Sentenac A. Superresolution with full-polarized tomographic diffractive microscopy. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS, IMAGE SCIENCE, AND VISION 2015; 32:287-292. [PMID: 26366601 DOI: 10.1364/josaa.32.000287] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Tomographic diffractive microscopy is a three-dimensional imaging technique that reconstructs the permittivity map of the probed sample from its scattered field, measured both in phase and in amplitude. Here, we detail how polarization-resolved measurements permit us to significantly improve the accuracy and the resolution of the reconstructions, compared to the conventional scalar treatments used so far. An isotropic transverse resolution of about 100 nm at a wavelength of 475 nm is demonstrated using this approach.
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Singer D, Kosakyan A, Pillonel A, Mitchell EA, Lara E. Eight species in the Nebela collaris complex: Nebela gimlii (Arcellinida, Hyalospheniidae), a new species described from a Swiss raised bog. Eur J Protistol 2015; 51:79-85. [DOI: 10.1016/j.ejop.2014.11.004] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2014] [Revised: 11/04/2014] [Accepted: 11/18/2014] [Indexed: 10/24/2022]
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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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Krizova A, Collakova J, Dostal Z, Kvasnica L, Uhlirova H, Zikmund T, Vesely P, Chmelik R. Dynamic phase differences based on quantitative phase imaging for the objective evaluation of cell behavior. JOURNAL OF BIOMEDICAL OPTICS 2015; 20:111214. [PMID: 26340954 DOI: 10.1117/1.jbo.20.11.111214] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Accepted: 08/05/2015] [Indexed: 06/05/2023]
Abstract
Quantitative phase imaging (QPI) brought innovation to noninvasive observation of live cell dynamics seen as cell behavior. Unlike the Zernike phase contrast or differential interference contrast, QPI provides quantitative information about cell dry mass distribution. We used such data for objective evaluation of live cell behavioral dynamics by the advanced method of dynamic phase differences (DPDs). The DPDs method is considered a rational instrument offered by QPI. By subtracting the antecedent from the subsequent image in a time-lapse series, only the changes in mass distribution in the cell are detected. The result is either visualized as a two dimensional color-coded projection of these two states of the cell or as a time dependence of changes quantified in picograms. Then in a series of time-lapse recordings, the chain of cell mass distribution changes that would otherwise escape attention is revealed. Consequently, new salient features of live cell behavior should emerge. Construction of the DPDs method and results exhibiting the approach are presented. Advantage of the DPDs application is demonstrated on cells exposed to an osmotic challenge. For time-lapse acquisition of quantitative phase images, the recently developed coherence-controlled holographic microscope was employed.
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Affiliation(s)
- Aneta Krizova
- Brno University of Technology, Institute of Physical Engineering, Faculty of Mechanical Engineering, Technicka 2896/2, Brno 61600, Czech RepublicbBrno University of Technology, CEITEC-Central European Institute of Technology, Technicka 3058/10, Brno 61600
| | - Jana Collakova
- Brno University of Technology, Institute of Physical Engineering, Faculty of Mechanical Engineering, Technicka 2896/2, Brno 61600, Czech RepublicbBrno University of Technology, CEITEC-Central European Institute of Technology, Technicka 3058/10, Brno 61600
| | - Zbynek Dostal
- Brno University of Technology, Institute of Physical Engineering, Faculty of Mechanical Engineering, Technicka 2896/2, Brno 61600, Czech RepublicbBrno University of Technology, CEITEC-Central European Institute of Technology, Technicka 3058/10, Brno 61600
| | - Lukas Kvasnica
- Brno University of Technology, Institute of Physical Engineering, Faculty of Mechanical Engineering, Technicka 2896/2, Brno 61600, Czech Republic
| | - Hana Uhlirova
- University of California San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Tomas Zikmund
- Brno University of Technology, Institute of Physical Engineering, Faculty of Mechanical Engineering, Technicka 2896/2, Brno 61600, Czech RepublicbBrno University of Technology, CEITEC-Central European Institute of Technology, Technicka 3058/10, Brno 61600
| | - Pavel Vesely
- Brno University of Technology, CEITEC-Central European Institute of Technology, Technicka 3058/10, Brno 61600, Czech Republic
| | - Radim Chmelik
- Brno University of Technology, Institute of Physical Engineering, Faculty of Mechanical Engineering, Technicka 2896/2, Brno 61600, Czech RepublicbBrno University of Technology, CEITEC-Central European Institute of Technology, Technicka 3058/10, Brno 61600
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Li T, Ota S, Kim J, Wong ZJ, Wang Y, Yin X, Zhang X. Axial plane optical microscopy. Sci Rep 2014; 4:7253. [PMID: 25434770 PMCID: PMC4248283 DOI: 10.1038/srep07253] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2014] [Accepted: 10/17/2014] [Indexed: 11/18/2022] Open
Abstract
We present axial plane optical microscopy (APOM) that can, in contrast to conventional microscopy, directly image a sample's cross-section parallel to the optical axis of an objective lens without scanning. APOM combined with conventional microscopy simultaneously provides two orthogonal images of a 3D sample. More importantly, APOM uses only a single lens near the sample to achieve selective-plane illumination microscopy, as we demonstrated by three-dimensional (3D) imaging of fluorescent pollens and brain slices. This technique allows fast, high-contrast, and convenient 3D imaging of structures that are hundreds of microns beneath the surfaces of large biological tissues.
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Affiliation(s)
- Tongcang Li
- 1] NSF Nano-scale Science and Engineering Center, 3112 Etcheverry Hall, University of California, Berkeley, California 94720, USA [2] Materials Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA
| | - Sadao Ota
- NSF Nano-scale Science and Engineering Center, 3112 Etcheverry Hall, University of California, Berkeley, California 94720, USA
| | - Jeongmin Kim
- NSF Nano-scale Science and Engineering Center, 3112 Etcheverry Hall, University of California, Berkeley, California 94720, USA
| | - Zi Jing Wong
- NSF Nano-scale Science and Engineering Center, 3112 Etcheverry Hall, University of California, Berkeley, California 94720, USA
| | - Yuan Wang
- 1] NSF Nano-scale Science and Engineering Center, 3112 Etcheverry Hall, University of California, Berkeley, California 94720, USA [2] Materials Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA
| | - Xiaobo Yin
- 1] NSF Nano-scale Science and Engineering Center, 3112 Etcheverry Hall, University of California, Berkeley, California 94720, USA [2] Materials Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA
| | - Xiang Zhang
- 1] NSF Nano-scale Science and Engineering Center, 3112 Etcheverry Hall, University of California, Berkeley, California 94720, USA [2] Materials Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA
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Marquet P, Depeursinge C, Magistretti PJ. Review of quantitative phase-digital holographic microscopy: promising novel imaging technique to resolve neuronal network activity and identify cellular biomarkers of psychiatric disorders. NEUROPHOTONICS 2014; 1:020901. [PMID: 26157976 PMCID: PMC4478935 DOI: 10.1117/1.nph.1.2.020901] [Citation(s) in RCA: 93] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Revised: 08/08/2014] [Accepted: 08/11/2014] [Indexed: 05/20/2023]
Abstract
Quantitative phase microscopy (QPM) has recently emerged as a new powerful quantitative imaging technique well suited to noninvasively explore a transparent specimen with a nanometric axial sensitivity. In this review, we expose the recent developments of quantitative phase-digital holographic microscopy (QP-DHM). Quantitative phase-digital holographic microscopy (QP-DHM) represents an important and efficient quantitative phase method to explore cell structure and dynamics. In a second part, the most relevant QPM applications in the field of cell biology are summarized. A particular emphasis is placed on the original biological information, which can be derived from the quantitative phase signal. In a third part, recent applications obtained, with QP-DHM in the field of cellular neuroscience, namely the possibility to optically resolve neuronal network activity and spine dynamics, are presented. Furthermore, potential applications of QPM related to psychiatry through the identification of new and original cell biomarkers that, when combined with a range of other biomarkers, could significantly contribute to the determination of high risk developmental trajectories for psychiatric disorders, are discussed.
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Affiliation(s)
- Pierre Marquet
- Centre Hospitalier Universitaire Vaudois (CHUV), Centre de Neurosciences Psychiatriques, Département de Psychiatrie, Site de Cery, Prilly/Lausanne CH-1008, Switzerland
- Brain Mind Institute, École Polytechnique Fédérale de Lausanne, Lausanne CH-1015, Switzerland
| | - Christian Depeursinge
- Brain Mind Institute, École Polytechnique Fédérale de Lausanne, Lausanne CH-1015, Switzerland
- King Abdullah University of Science and Technology (KAUST), Division of Biological and Environmental Sciences and Engineering, Thuwal 23955-6900, Kingdom of Saudi Arabia
| | - Pierre J. Magistretti
- Centre Hospitalier Universitaire Vaudois (CHUV), Centre de Neurosciences Psychiatriques, Département de Psychiatrie, Site de Cery, Prilly/Lausanne CH-1008, Switzerland
- Brain Mind Institute, École Polytechnique Fédérale de Lausanne, Lausanne CH-1015, Switzerland
- King Abdullah University of Science and Technology (KAUST), Division of Biological and Environmental Sciences and Engineering, Thuwal 23955-6900, Kingdom of Saudi Arabia
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Memmolo P, Miccio L, Merola F, Gennari O, Netti PA, Ferraro P. 3D morphometry of red blood cells by digital holography. Cytometry A 2014; 85:1030-6. [PMID: 25242067 DOI: 10.1002/cyto.a.22570] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Revised: 06/24/2014] [Accepted: 08/29/2014] [Indexed: 12/23/2022]
Abstract
Three dimensional (3D) morphometric analysis of flowing and not-adherent cells is an important aspect for diagnostic purposes. However, diagnostics tools need to be quantitative, label-free and, as much as possible, accurate. Recently, a simple holographic approach, based on shape from silhouette algorithm, has been demonstrated for accurate calculation of cells biovolume and displaying their 3D shapes. Such approach has been adopted in combination with holographic optical tweezers and successfully applied to cells with convex shape. Nevertheless, unfortunately, the method fails in case of specimen with concave surfaces. Here, we propose an effective approach to achieve correct 3D shape measurement that can be extended in case of cells having concave surfaces, thus overcoming the limit of the previous technique. We prove the new procedure for healthy red blood cells (RBCs) (i.e., discocytes) having a concave surface in their central region. Comparative analysis of experimental results with a theoretical 3D geometrical model of RBC is discussed in order to evaluate accuracy of the proposed approach. Finally, we show that the method can be also useful to classify, in terms of morphology, different varieties of RBCs.
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Affiliation(s)
- Pasquale Memmolo
- Center for Advanced Biomaterials for Health Care@CRIB, Istituto Italiano di Tecnologia, Largo Barsanti e Matteucci 53, Napoli, 80125, Italy; CNR-Istituto Nazionale di Ottica, Via Campi Flegrei 34, Pozzuoli (NA), I-80078, Italy
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Digital holographic microscopy for non-invasive monitoring of cell cycle arrest in L929 cells. PLoS One 2014; 9:e106546. [PMID: 25208094 PMCID: PMC4160194 DOI: 10.1371/journal.pone.0106546] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2014] [Accepted: 08/08/2014] [Indexed: 01/18/2023] Open
Abstract
Digital holographic microscopy (DHM) has emerged as a powerful non-invasive tool for cell analysis. It has the capacity to analyse multiple parameters simultaneously, such as cell- number, confluence and phase volume. This is done while cells are still adhered and growing in their culture flask. The aim of this study was to investigate whether DHM was able to monitor drug-induced cell cycle arrest in cultured cells and thus provide a non-disruptive alternative to flow cytometry. DHM parameters from G1 and G2/M cell cycle arrested L929 mouse fibroblast cells were collected. Cell cycle arrest was verified with flow cytometry. This study shows that DHM is able to monitor phase volume changes corresponding to either a G1 or G2/M cell cycle arrest. G1-phase arrest with staurosporine correlated with a decrease in the average cell phase volume and G2/M-phase arrest with colcemid and etoposide correlated with an increase in the average cell phase volume. Importantly, DHM analysis of average cell phase volume was of comparable accuracy to flow cytometric measurement of cell cycle phase distribution as recorded following dose-dependent treatment with etoposide. Average cell phase volume changes in response to treatment with cell cycle arresting compounds could therefore be used as a DHM marker for monitoring cell cycle arrest in cultured mammalian cells.
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