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Bhat GR, Lone FA, Dalal J. Microfluidics-A novel technique for high-quality sperm selection for greater ART outcomes. FASEB Bioadv 2024; 6:406-423. [PMID: 39372125 PMCID: PMC11452445 DOI: 10.1096/fba.2024-00041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 07/22/2024] [Accepted: 07/24/2024] [Indexed: 10/08/2024] Open
Abstract
Microfluidics represent a quality sperm selection technique. Human couples fail to conceive and this is so in a significant population of animals worldwide. Defects in male counterpart lead to failure of conception so are outcomes of assisted reproduction affected by quality of sperm. Microfluidics, deals with minute volumes (μL) of liquids run in small-scale microchannel networks in the form of laminar flow streamlines. Microfluidic sperm selection designs have been developed in chip formats, mimicking in vivo situations. Here sperms are selected and analyzed based on motility and sperm behavioral properties. Compared to conventional sperm selection methods, this selection method enables to produce high-quality motile sperm cells possessing non-damaged or least damaged DNA, achieve greater success of insemination in bovines, and achieve enhanced pregnancy rates and live births in assisted reproduction-in vitro fertilization (IVF) and intracytoplasmic sperm injection (ICSI). Besides, the concentration of sperm available to oocyte can be controlled by regulating the flow rate in microfluidic chips. The challenges in this technology are commercialization of chips, development of fully functional species-specific microfluidic tools, limited number of studies available in literature, and need of thorough understanding in reproductive physiology of domestic animals. In conclusion, incorporation of microfluidic system in assisted reproduction for sperm selection may promise a great success in IVF and ICSI outcomes. Future prospectives are to make this technology more superior and need to modify chip designs which is cost effective and species specific and ready for commercialization. Comprehensive studies in animal species are needed to be carried out for wider application of microfluidic sperm selection in in vitro procedures.
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Affiliation(s)
- Ghulam Rasool Bhat
- Division of Animal Reproduction, Gynaecology and ObstetricsSher‐e‐Kashmir Institute of Agricultural Sciences and Technology of KashmirSrinagarIndia
| | - Farooz Ahmad Lone
- Division of Animal Reproduction, Gynaecology and ObstetricsSher‐e‐Kashmir Institute of Agricultural Sciences and Technology of KashmirSrinagarIndia
| | - Jasmer Dalal
- Division of Veterinary Gynaecology and ObstetricsLala Lajpat Rai Veterinary and Animal Sciences UniversityHisarIndia
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2
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Picazo-Bueno JÁ, Ketelhut S, Schnekenburger J, Micó V, Kemper B. Off-axis digital lensless holographic microscopy based on spatially multiplexed interferometry. JOURNAL OF BIOMEDICAL OPTICS 2024; 29:S22715. [PMID: 39161785 PMCID: PMC11331263 DOI: 10.1117/1.jbo.29.s2.s22715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 06/23/2024] [Accepted: 07/17/2024] [Indexed: 08/21/2024]
Abstract
Significance Digital holographic microscopy (DHM) is a label-free microscopy technique that provides time-resolved quantitative phase imaging (QPI) by measuring the optical path delay of light induced by transparent biological samples. DHM has been utilized for various biomedical applications, such as cancer research and sperm cell assessment, as well as for in vitro drug or toxicity testing. Its lensless version, digital lensless holographic microscopy (DLHM), is an emerging technology that offers size-reduced, lightweight, and cost-effective imaging systems. These features make DLHM applicable, for example, in limited resource laboratories, remote areas, and point-of-care applications. Aim In addition to the abovementioned advantages, in-line arrangements for DLHM also include the limitation of the twin-image presence, which can restrict accurate QPI. We therefore propose a compact lensless common-path interferometric off-axis approach that is capable of quantitative imaging of fast-moving biological specimens, such as living cells in flow. Approach We suggest lensless spatially multiplexed interferometric microscopy (LESSMIM) as a lens-free variant of the previously reported spatially multiplexed interferometric microscopy (SMIM) concept. LESSMIM comprises a common-path interferometric architecture that is based on a single diffraction grating to achieve digital off-axis holography. From a series of single-shot off-axis holograms, twin-image free and time-resolved QPI is achieved by commonly used methods for Fourier filtering-based reconstruction, aberration compensation, and numerical propagation. Results Initially, the LESSMIM concept is experimentally demonstrated by results from a resolution test chart and investigations on temporal stability. Then, the accuracy of QPI and capabilities for imaging of living adherent cell cultures is characterized. Finally, utilizing a microfluidic channel, the cytometry of suspended cells in flow is evaluated. Conclusions LESSMIM overcomes several limitations of in-line DLHM and provides fast time-resolved QPI in a compact optical arrangement. In summary, LESSMIM represents a promising technique with potential biomedical applications for fast imaging such as in imaging flow cytometry or sperm cell analysis.
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Affiliation(s)
- José Ángel Picazo-Bueno
- University of Muenster, Biomedical Technology Center, Muenster, Germany
- University of Valencia, Department of Optics, Optometry and Vision Science, Burjassot, Spain
| | - Steffi Ketelhut
- University of Muenster, Biomedical Technology Center, Muenster, Germany
| | | | - Vicente Micó
- University of Valencia, Department of Optics, Optometry and Vision Science, Burjassot, Spain
| | - Björn Kemper
- University of Muenster, Biomedical Technology Center, Muenster, Germany
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3
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S Barroso V, Geelmuyden A, Ajithkumar SC, Kent AJ, Weinfurtner S. Multiplexed digital holography for fluid surface profilometry. APPLIED OPTICS 2023; 62:7175-7184. [PMID: 37855573 DOI: 10.1364/ao.496937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 08/25/2023] [Indexed: 10/20/2023]
Abstract
Digital holography (DH) has been widely used for imaging and characterization of microstructures and nanostructures in materials science and biology and also has the potential to provide high-resolution, nondestructive measurement of fluid surfaces. DH setups capture the complex wavefronts of light scattered by an object or reflected from a surface, allowing the quantitative measurements of their shape and deformation. However, their use in fluid profilometry is scarce and has not been explored in much depth to the best of our knowledge. We present an alternative use for a DH setup that can measure and monitor the surface of fluid samples. Based on DH reflectometry, our modeling shows that multiple reflections from the sample and the reference interfere and generate multiple holograms of the sample, resulting in a multiplexed image of the wavefront. The individual interferograms can be isolated in the spatial frequency domain, and the fluid surface can be digitally reconstructed from them. We further show that this setup can be used to track changes in the surface of a fluid over time, such as during the formation and propagation of waves or the evaporation of surface layers.
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Ferraz MDAMM, Ferronato GDA. Opportunities involving microfluidics and 3D culture systems to the in vitro embryo production. Anim Reprod 2023; 20:e20230058. [PMID: 37638255 PMCID: PMC10449241 DOI: 10.1590/1984-3143-ar2023-0058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 06/29/2023] [Indexed: 08/29/2023] Open
Abstract
Traditional methods of gamete handling, fertilization, and embryo culture often face limitations in efficiency, consistency, and the ability to closely mimic in vivo conditions. This review explores the opportunities presented by microfluidic and 3D culture systems in overcoming these challenges and enhancing in vitro embryo production. We discuss the basic principles of microfluidics, emphasizing their inherent advantages such as precise control of fluid flow, reduced reagent consumption, and high-throughput capabilities. Furthermore, we delve into microfluidic devices designed for gamete manipulation, in vitro fertilization, and embryo culture, highlighting innovations such as droplet-based microfluidics and on-chip monitoring. Next, we explore the integration of 3D culture systems, including the use of biomimetic scaffolds and organ-on-a-chip platforms, with a particular focus on the oviduct-on-a-chip. Finally, we discuss the potential of these advanced systems to improve embryo production outcomes and advance our understanding of early embryo development. By leveraging the unique capabilities of microfluidics and 3D culture systems, we foresee significant advancements in the efficiency, effectiveness, and clinical success of in vitro embryo production.
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Affiliation(s)
- Marcia de Almeida Monteiro Melo Ferraz
- Faculty of Veterinary Medicine, Ludwig-Maximilians University of Munich, Oberschleißheim, Germany
- Gene Center, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Giuliana de Avila Ferronato
- Faculty of Veterinary Medicine, Ludwig-Maximilians University of Munich, Oberschleißheim, Germany
- Gene Center, Ludwig-Maximilians University of Munich, Munich, Germany
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5
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Wang Y, Zhai WD, Wu C. Algal cell viability assessment: The role of environmental factors in phytoplankton population dynamics. MARINE POLLUTION BULLETIN 2023; 189:114743. [PMID: 36898274 DOI: 10.1016/j.marpolbul.2023.114743] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 02/13/2023] [Accepted: 02/14/2023] [Indexed: 06/18/2023]
Abstract
The viability of algal cells is one of the most fundamental issues in marine ecological research. In this work, a method was designed to identify algal cell viability based on digital holography and deep learning, which divided algal cells into three categories: active, weak, and dead cells. This method was applied to measure algal cells in surface waters of the East China Sea in spring, revealing about 4.34 %-23.29 % weak cells and 3.98 %-19.47 % dead cells. Levels of nitrate and chlorophyll a were the main factors affecting the viability of algal cells. Furthermore, algal viability changes during the heating and cooling were observed in laboratory experiments: high temperatures led to an increase in weak algal cells. This may provide an explanation for why most harmful algal blooms occur in warming months. This study provided a novel insight into how to identify the viability of algal cells and understand their significance in the ocean.
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Affiliation(s)
- Yanyan Wang
- Institute of Marine Science and Technology, Shandong University, Qingdao 266237, China
| | - Wei-Dong Zhai
- Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai 519080, China.
| | - Chi Wu
- Institute of Marine Science and Technology, Shandong University, Qingdao 266237, China; Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou 511458, China; Laboratory for Marine Mineral Resources, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao 266237, China.
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6
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Sarabi MR, Yigci D, Alseed MM, Mathyk BA, Ata B, Halicigil C, Tasoglu S. Disposable Paper-Based Microfluidics for Fertility Testing. iScience 2022; 25:104986. [PMID: 36105592 PMCID: PMC9465368 DOI: 10.1016/j.isci.2022.104986] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Fifteen percent of couples of reproductive age suffer from infertility globally and the burden of infertility disproportionately impacts residents of developing countries. Assisted reproductive technologies (ARTs), including in vitro fertilization (IVF) and intracytoplasmic sperm injection (ICSI), have been successful in overcoming various reasons for infertility including borderline and severe male factor infertility which consists of 20%–30% of all infertile cases. Approximately half of male infertility cases stem from suboptimal sperm parameters. Therefore, healthy/normal sperm enrichment and sorting remains crucial in advancing reproductive medicine. Microfluidic technologies have emerged as promising tools to develop in-home rapid fertility tests and point-of-care (POC) diagnostic tools. Here, we review advancements in fabrication methods for paper-based microfluidic devices and their emerging fertility testing applications assessing sperm concentration, sperm motility, sperm DNA analysis, and other sperm functionalities, and provide a glimpse into future directions for paper-based fertility microfluidic systems. Paper-based technologies are emerging to develop in-home rapid fertility tests Fabrication methods for paper-based microfluidic devices are presented Emerging disposable paper-based fertility testing applications are reviewed
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Affiliation(s)
| | - Defne Yigci
- School of Medicine, Koç University, Istanbul, Türkiye 34450
| | - M. Munzer Alseed
- Boğaziçi Institute of Biomedical Engineering, Boğaziçi University, Istanbul, Türkiye 34684
| | - Begum Aydogan Mathyk
- Department of Obstetrics and Gynecology, HCA Healthcare, University of South Florida Morsani College of Medicine GME, Brandon Regional Hospital, Florida 33511, USA
| | - Baris Ata
- School of Medicine, Koç University, Istanbul, Türkiye 34450
- ART Fertility Clinics, Dubai, United Arab Emirates 337-1500
| | - Cihan Halicigil
- Yale School of Medicine, Yale University, Connecticut 06520, USA
| | - Savas Tasoglu
- School of Mechanical Engineering, Koç University, Istanbul, Türkiye 34450
- Boğaziçi Institute of Biomedical Engineering, Boğaziçi University, Istanbul, Türkiye 34684
- Koç University Translational Medicine Research Center (KUTTAM), Koç University, Istanbul, Türkiye 34450
- Koç University Arçelik Research Center for Creative Industries (KUAR), Koç University, Istanbul, Türkiye 34450
- Koç University Is Bank Artificial Intelligence Lab (KUIS AI Lab), Koç University, Istanbul, Türkiye 34450
- Corresponding author
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7
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Wiesehöfer C, Wiesehöfer M, Dankert JT, Chung JJ, von Ostau NE, Singer BB, Wennemuth G. CatSper and its CaM-like Ca 2+ sensor EFCAB9 are necessary for the path chirality of sperm. FASEB J 2022; 36:e22288. [PMID: 35438819 PMCID: PMC9835897 DOI: 10.1096/fj.202101656rr] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 03/11/2022] [Accepted: 03/17/2022] [Indexed: 01/14/2023]
Abstract
Successful fertilization depends on sperm motility adaptation. Ejaculated and activated sperm beat symmetrically in high frequency, move linearly, and swim with clockwise chirality. After capacitation, sperm beat asymmetrically with lower amplitude and a high lateral head excursion. This motility change called hyperactivation requires CatSper activation and an increase in intracellular Ca2+ . However, whether CatSper-mediated Ca2+ influx participates in controlling the swim path chirality is unknown. In this study, we show that the clockwise path chirality is preserved in mouse sperm regardless of capacitation state but is lost in the sperm either lacking the entire CatSper channel or its Ca2+ sensor EFCAB9. Pharmacological inhibition of CatSper with either mibefradil or NNC 55-0396 leads to the same loss in swim path chirality. Exposure of sperm to the recombinant N-terminal part of the zona pellucida protein 2 randomizes chirality in capacitated cells, but not in non-capacitated ones. We conclude that Ca2+ sensitive regulation of CatSper activity orchestrates clockwise swim path chirality of sperm and any substantial change, such as the physiological stimulus of zona pellucida glycoproteins, results in a loss of chirality.
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Affiliation(s)
| | - Marc Wiesehöfer
- Department of Anatomy, University Duisburg-Essen, D-45147 Essen, Germany
| | | | - Jean-Ju Chung
- Department of Cellular and Molecular Physiology, Yale School of Medicine, New Haven, CT 06510, USA
| | - Nicola Edith von Ostau
- Department of Anatomy, University Duisburg-Essen, D-45147 Essen, Germany,Department of Urology, University Hospital Essen, D-45147 Essen, Germany
| | | | - Gunther Wennemuth
- Department of Anatomy, University Duisburg-Essen, D-45147 Essen, Germany,Correspondence to
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8
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Schneckenburger H. Lasers in Live Cell Microscopy. Int J Mol Sci 2022; 23:ijms23095015. [PMID: 35563406 PMCID: PMC9102032 DOI: 10.3390/ijms23095015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 04/26/2022] [Accepted: 04/26/2022] [Indexed: 11/16/2022] Open
Abstract
Due to their unique properties—coherent radiation, diffraction limited focusing, low spectral bandwidth and in many cases short light pulses—lasers play an increasing role in live cell microscopy. Lasers are indispensable tools in 3D microscopy, e.g., confocal, light sheet or total internal reflection microscopy, as well as in super-resolution microscopy using wide-field or confocal methods. Further techniques, e.g., spectral imaging or fluorescence lifetime imaging (FLIM) often depend on the well-defined spectral or temporal properties of lasers. Furthermore, laser microbeams are used increasingly for optical tweezers or micromanipulation of cells. Three exemplary laser applications in live cell biology are outlined. They include fluorescence diagnosis, in particular in combination with Förster Resonance Energy Transfer (FRET), photodynamic therapy as well as laser-assisted optoporation, and demonstrate the potential of lasers in cell biology and—more generally—in biomedicine.
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9
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Kamieniczna M, Stachowska E, Augustynowicz A, Woźniak T, Kurpisz MK. Human live spermatozoa morphology assessment using digital holographic microscopy. Sci Rep 2022; 12:4846. [PMID: 35318373 PMCID: PMC8940907 DOI: 10.1038/s41598-022-08798-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 02/11/2022] [Indexed: 11/23/2022] Open
Abstract
Digital holographic microscopy (DHM) was applied for the morphological assessment of live intact spermatozoa from fertile and infertile men directly after semen liquefaction. This method allowed us to study the sperm population directly from the sample droplet and not only from the focal plane of the microscope as in classical optical microscopy. The newly implemented 3-dimensional sperm morphological parameters (head height, acrosome/nucleus height, head/midpiece height) were included in morphological assessment of semen samples from fertile and infertile individuals. The values of the 3D parameters were less variable in fertile men than for infertile ones. DHM was also used to compare the morphological profiles of spermatozoa after applying the “swim-up” and gradient centrifugation techniques. During selection, the most statistically significant differences were observed after separation with a Percoll gradient of 90% and a 60-min “swim-up” procedure versus ‘native’ unfractionated samples. This shows that the developed methodology can be efficiently used for the selection of morphologically sound spermatozoa. The motility type for each spermatozoon was also assessed. The results indicate that the extension of the number of morphological parameters with new 3D parameters and the simultaneous assessment of sperm motility may be valuable addition to sperm examination.
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Affiliation(s)
| | - Ewa Stachowska
- Department of Metrology and Measurement Systems, Institute of Mechanical Technology, Faculty of Mechanical Engineering, Poznan University of Technology, Poznan, Poland
| | - Agata Augustynowicz
- Department of Metrology and Measurement Systems, Institute of Mechanical Technology, Faculty of Mechanical Engineering, Poznan University of Technology, Poznan, Poland
| | - Tomasz Woźniak
- Institute of Human Genetics, Polish Academy of Sciences, Poznan, Poland
| | - Maciej K Kurpisz
- Institute of Human Genetics, Polish Academy of Sciences, Poznan, Poland.
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10
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Sperm Selection for ICSI: Do We Have a Winner? Cells 2021; 10:cells10123566. [PMID: 34944074 PMCID: PMC8700516 DOI: 10.3390/cells10123566] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 12/14/2021] [Accepted: 12/15/2021] [Indexed: 12/26/2022] Open
Abstract
In assisted reproductive technology (ART), the aim of sperm cells’ preparation is to select competent spermatozoa with the highest fertilization potential and in this context, the intracytoplasmic sperm injection (ICSI) represents the most applied technique for fertilization. This makes the process of identifying the perfect spermatozoa extremely important. A number of methods have now been developed to mimic some of the natural selection processes that exist in the female reproductive tract. Although many studies have been conducted to identify the election technique, many doubts and disagreements still remain. In this review, we will discuss all the sperm cell selection techniques currently available for ICSI, starting from the most basic methodologies and continuing with those techniques suitable for sperm cells with reduced motility. Furthermore, different techniques that exploit some sperm membrane characteristics and the most advanced strategy for sperm selection based on microfluidics, will be examined. Finally, a new sperm selection method based on a micro swim-up directly on the ICSI dish will be analyzed. Eventually, advantages and disadvantages of each technique will be debated, trying to draw reasonable conclusions on their efficacy in order to establish the gold standard method.
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11
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Roadmap on Digital Holography-Based Quantitative Phase Imaging. J Imaging 2021; 7:jimaging7120252. [PMID: 34940719 PMCID: PMC8703719 DOI: 10.3390/jimaging7120252] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 11/11/2021] [Accepted: 11/15/2021] [Indexed: 12/02/2022] Open
Abstract
Quantitative Phase Imaging (QPI) provides unique means for the imaging of biological or technical microstructures, merging beneficial features identified with microscopy, interferometry, holography, and numerical computations. This roadmap article reviews several digital holography-based QPI approaches developed by prominent research groups. It also briefly discusses the present and future perspectives of 2D and 3D QPI research based on digital holographic microscopy, holographic tomography, and their applications.
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12
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Javidi B, Carnicer A, Anand A, Barbastathis G, Chen W, Ferraro P, Goodman JW, Horisaki R, Khare K, Kujawinska M, Leitgeb RA, Marquet P, Nomura T, Ozcan A, Park Y, Pedrini G, Picart P, Rosen J, Saavedra G, Shaked NT, Stern A, Tajahuerce E, Tian L, Wetzstein G, Yamaguchi M. Roadmap on digital holography [Invited]. OPTICS EXPRESS 2021; 29:35078-35118. [PMID: 34808951 DOI: 10.1364/oe.435915] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 09/04/2021] [Indexed: 05/22/2023]
Abstract
This Roadmap article on digital holography provides an overview of a vast array of research activities in the field of digital holography. The paper consists of a series of 25 sections from the prominent experts in digital holography presenting various aspects of the field on sensing, 3D imaging and displays, virtual and augmented reality, microscopy, cell identification, tomography, label-free live cell imaging, and other applications. Each section represents the vision of its author to describe the significant progress, potential impact, important developments, and challenging issues in the field of digital holography.
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13
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Dai C, Zhang Z, Shan G, Chu LT, Huang Z, Moskovtsev S, Librach C, Jarvi K, Sun Y. Advances in sperm analysis: techniques, discoveries and applications. Nat Rev Urol 2021; 18:447-467. [PMID: 34075227 DOI: 10.1038/s41585-021-00472-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/20/2021] [Indexed: 02/05/2023]
Abstract
Infertility affects one in six couples worldwide, and fertility continues to deteriorate globally, partly owing to a decline in semen quality. Sperm analysis has a central role in diagnosing and treating male factor infertility. Many emerging techniques, such as digital holography, super-resolution microscopy and next-generation sequencing, have been developed that enable improved analysis of sperm motility, morphology and genetics to help overcome limitations in accuracy and consistency, and improve sperm selection for infertility treatment. These techniques have also improved our understanding of fundamental sperm physiology by enabling discoveries in sperm behaviour and molecular structures. Further progress in sperm analysis and integrating these techniques into laboratories and clinics requires multidisciplinary collaboration, which will increase discovery and improve clinical outcomes.
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Affiliation(s)
- Changsheng Dai
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada
| | - Zhuoran Zhang
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada
| | - Guanqiao Shan
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada
| | - Lap-Tak Chu
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada
| | - Zongjie Huang
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada
| | | | | | - Keith Jarvi
- Division of Urology, Mount Sinai Hospital, Toronto, Canada. .,Department of Surgery, University of Toronto, Toronto, Canada.
| | - Yu Sun
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada. .,Institute of Biomaterials & Biomedical Engineering, University of Toronto, Toronto, Canada. .,Department of Electrical and Computer Engineering, University of Toronto, Toronto, Canada. .,Department of Computer Science, University of Toronto, Toronto, Canada.
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14
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Abbasi A, Miahi E, Mirroshandel SA. Effect of deep transfer and multi-task learning on sperm abnormality detection. Comput Biol Med 2020; 128:104121. [PMID: 33246195 DOI: 10.1016/j.compbiomed.2020.104121] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Revised: 11/16/2020] [Accepted: 11/16/2020] [Indexed: 11/26/2022]
Abstract
Analyzing the abnormality of morphological characteristics of male human sperm has been studied for a long time mainly because it has many implications on the male infertility problem, which accounts for approximately half of the infertility problems in the world. Yet, detecting such abnormalities by embryologists has several downsides. To clarify, analyzing sperms through visual inspection of an expert embryologist is a highly subjective and biased process. Furthermore, it takes much time for a specialist to make a diagnosis. Hence, in this paper, we proposed two deep learning algorithms that are able to automate this process. The first algorithm uses a network-based deep transfer learning approach, while the second technique, named Deep Multi-task Transfer Learning (DMTL), employs a novel combination of network-based deep transfer learning and multi-task learning to classify sperm's head, vacuole, and acrosome as either normal or abnormal. This DMTL technique is capable of classifying all the aforementioned parts of the sperm in a single prediction. Moreover, this is the first time that the concept of multi-task learning has been introduced to the field of Sperm Morphology Analysis (SMA). To benchmark our algorithms, we employed a freely-available SMA dataset named MHSMA. During our experiments, our algorithms reached the state-of-the-art results on the accuracy, precision, and f0.5, as well as other important metrics, such as the Matthews Correlation Coefficient on one, two, or all three labels. Notably, our algorithms increased the accuracy of the head, acrosome, and vacuole by 6.66%, 3.00%, and 1.33%, and reached the accuracy of 84.00%, 80.66%, and 94.00% on these labels, respectively. Consequently, our algorithms can be used in health institutions, such as fertility clinics, with further recommendations to practically improve the performance of our algorithms.
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Affiliation(s)
- Amir Abbasi
- Department of Computer Engineering, Faculty of Engineering, University of Guilan, Rasht, Iran.
| | - Erfan Miahi
- Department of Computer Engineering, Faculty of Engineering, University of Guilan, Rasht, Iran.
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15
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Lesani A, Kazemnejad S, Moghimi Zand M, Azadi M, Jafari H, Mofrad MRK, Nosrati R. Quantification of human sperm concentration using machine learning-based spectrophotometry. Comput Biol Med 2020; 127:104061. [PMID: 33126127 DOI: 10.1016/j.compbiomed.2020.104061] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Revised: 10/10/2020] [Accepted: 10/14/2020] [Indexed: 12/17/2022]
Abstract
Spectrophotometry is an indirect non-invasive and quantitative method for specifying materials with unknown contents based on absorption behavior. This paper presents the first application of artificial neural network in spectrophotometry for quantification of human sperm concentration. A well-trained full spectrum neural network (FSNN) model is developed by examining the absorption response of sperm samples from 41 human subjects to different light spectra (wavelength from 390 to 1100 nm). It is shown that this FSNN accurately estimates sperm concentration based on the full absorption spectrum with over 93% prediction accuracy, and provides 100% agreement with clinical assessments in differentiating the samples of healthy donor from patient samples. We suggest the machine learning-based spectrophotometry approach with the trained FSNN model as a rapid, low-cost, and powerful technique to quantify sperm concentration. The performance of this technique is superior to available spectrophotometry methods currently used for semen analysis and will provide novel research and clinical opportunities for tackling male infertility.
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Affiliation(s)
- Ali Lesani
- Small Medical Devices, BioMEMS and LoC Lab, School of Mechanical Engineering, College of Engineering, University of Tehran, Iran
| | - Somaieh Kazemnejad
- Reproductive Biotechnology Research Center, Avicenna Research Institute, ACECR, Tehran, Iran
| | - Mahdi Moghimi Zand
- Small Medical Devices, BioMEMS and LoC Lab, School of Mechanical Engineering, College of Engineering, University of Tehran, Iran.
| | - Mojtaba Azadi
- School of Engineering, San Francisco State University, USA
| | - Hassan Jafari
- Department of Biostatistics and Health Informatics, Institute of Psychology Psychiatry and Neuroscience, King's College London, United Kingdom
| | | | - Reza Nosrati
- Department of Mechanical & Aerospace Engineering, Monash University, Clayton, Victoria, 3800, Australia.
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16
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Le Gac S, Ferraz M, Venzac B, Comizzoli P. Understanding and Assisting Reproduction in Wildlife Species Using Microfluidics. Trends Biotechnol 2020; 39:584-597. [PMID: 33039163 DOI: 10.1016/j.tibtech.2020.08.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 08/30/2020] [Accepted: 08/31/2020] [Indexed: 12/31/2022]
Abstract
Conservation breeding and assisted reproductive technologies (ARTs) are invaluable tools to save wild animal species that are on the brink of extinction. Microfluidic devices recently developed for human or domestic animal reproductive medicine could significantly help to increase knowledge about fertility and contribute to the success of ART in wildlife. Some of these microfluidic tools could be applied to wild species, but dedicated efforts will be necessary to meet specific needs in animal conservation; for example, they need to be cost-effective, applicable to multiple species, and field-friendly. Microfluidics represents only one powerful technology in a complex toolbox and must be integrated with other approaches to be impactful in managing wildlife reproduction.
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Affiliation(s)
- Séverine Le Gac
- Applied Microfluidics for BioEngineering Research, Faculty of Electrical Engineering, Mathematics and Computer Sciences, MESA+ Institute for Nanotechnology, and TechMed Center, University of Twente, Enschede, The Netherlands.
| | - Marcia Ferraz
- Department of Veterinary Sciences, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Bastien Venzac
- Applied Microfluidics for BioEngineering Research, Faculty of Electrical Engineering, Mathematics and Computer Sciences, MESA+ Institute for Nanotechnology, and TechMed Center, University of Twente, Enschede, The Netherlands
| | - Pierre Comizzoli
- Smithsonian Conservation Biology Institute, National Zoological Park, Washington, DC, USA.
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17
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Butola A, Popova D, Prasad DK, Ahmad A, Habib A, Tinguely JC, Basnet P, Acharya G, Senthilkumaran P, Mehta DS, Ahluwalia BS. High spatially sensitive quantitative phase imaging assisted with deep neural network for classification of human spermatozoa under stressed condition. Sci Rep 2020; 10:13118. [PMID: 32753627 PMCID: PMC7403412 DOI: 10.1038/s41598-020-69857-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Accepted: 07/06/2020] [Indexed: 01/24/2023] Open
Abstract
Sperm cell motility and morphology observed under the bright field microscopy are the only criteria for selecting a particular sperm cell during Intracytoplasmic Sperm Injection (ICSI) procedure of Assisted Reproductive Technology (ART). Several factors such as oxidative stress, cryopreservation, heat, smoking and alcohol consumption, are negatively associated with the quality of sperm cell and fertilization potential due to the changing of subcellular structures and functions which are overlooked. However, bright field imaging contrast is insufficient to distinguish tiniest morphological cell features that might influence the fertilizing ability of sperm cell. We developed a partially spatially coherent digital holographic microscope (PSC-DHM) for quantitative phase imaging (QPI) in order to distinguish normal sperm cells from sperm cells under different stress conditions such as cryopreservation, exposure to hydrogen peroxide and ethanol. Phase maps of total 10,163 sperm cells (2,400 control cells, 2,750 spermatozoa after cryopreservation, 2,515 and 2,498 cells under hydrogen peroxide and ethanol respectively) are reconstructed using the data acquired from the PSC-DHM system. Total of seven feedforward deep neural networks (DNN) are employed for the classification of the phase maps for normal and stress affected sperm cells. When validated against the test dataset, the DNN provided an average sensitivity, specificity and accuracy of 85.5%, 94.7% and 85.6%, respectively. The current QPI + DNN framework is applicable for further improving ICSI procedure and the diagnostic efficiency for the classification of semen quality in regard to their fertilization potential and other biomedical applications in general.
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Affiliation(s)
- Ankit Butola
- Bio-photonics Laboratory, Department of Physics, Indian Institute of Technology Delhi, Hauz-Khas, New Delhi, 110016, India
- Department of Physics and Technology, UiT The Arctic University of Norway, Tromsø, Norway
| | - Daria Popova
- Department of Physics and Technology, UiT The Arctic University of Norway, Tromsø, Norway
- Women's Health and Perinatology Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Dilip K Prasad
- Department of Computer Science, UiT The Arctic University of Norway, Tromsø, Norway
| | - Azeem Ahmad
- Department of Physics and Technology, UiT The Arctic University of Norway, Tromsø, Norway
| | - Anowarul Habib
- Department of Physics and Technology, UiT The Arctic University of Norway, Tromsø, Norway
| | - Jean Claude Tinguely
- Department of Physics and Technology, UiT The Arctic University of Norway, Tromsø, Norway
| | - Purusotam Basnet
- Women's Health and Perinatology Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
- Department of Obstetrics and Gynaecology, University Hospital of North Norway, Tromsø, Norway
| | - Ganesh Acharya
- Department of Obstetrics and Gynaecology, University Hospital of North Norway, Tromsø, Norway
- Department of Clinical Science, Intervention and Technology Karolinska Institutet, Stockholm, Sweden
| | | | - Dalip Singh Mehta
- Bio-photonics Laboratory, Department of Physics, Indian Institute of Technology Delhi, Hauz-Khas, New Delhi, 110016, India
- Department of Physics, Indian Institute of Technology Delhi, Hauz-Khas, New Delhi, 110016, India
| | - Balpreet Singh Ahluwalia
- Department of Physics and Technology, UiT The Arctic University of Norway, Tromsø, Norway.
- Department of Clinical Science, Intervention and Technology Karolinska Institutet, Stockholm, Sweden.
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18
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Reproductive outcomes predicted by phase imaging with computational specificity of spermatozoon ultrastructure. Proc Natl Acad Sci U S A 2020; 117:18302-18309. [PMID: 32690677 PMCID: PMC7414137 DOI: 10.1073/pnas.2001754117] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The ability to evaluate sperm at the microscopic level, at high-throughput, would be useful for assisted reproductive technologies (ARTs), as it can allow specific selection of sperm cells for in vitro fertilization (IVF). The tradeoff between intrinsic imaging and external contrast agents is particularly acute in reproductive medicine. The use of fluorescence labels has enabled new cell-sorting strategies and given new insights into developmental biology. Nevertheless, using extrinsic contrast agents is often too invasive for routine clinical operation. Raising questions about cell viability, especially for single-cell selection, clinicians prefer intrinsic contrast in the form of phase-contrast, differential-interference contrast, or Hoffman modulation contrast. While such instruments are nondestructive, the resulting image suffers from a lack of specificity. In this work, we provide a template to circumvent the tradeoff between cell viability and specificity by combining high-sensitivity phase imaging with deep learning. In order to introduce specificity to label-free images, we trained a deep-convolutional neural network to perform semantic segmentation on quantitative phase maps. This approach, a form of phase imaging with computational specificity (PICS), allowed us to efficiently analyze thousands of sperm cells and identify correlations between dry-mass content and artificial-reproduction outcomes. Specifically, we found that the dry-mass content ratios between the head, midpiece, and tail of the cells can predict the percentages of success for zygote cleavage and embryo blastocyst formation.
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19
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Digital Holographic Imaging as a Method for Quantitative, Live Cell Imaging of Drug Response to Novel Targeted Cancer Therapies. Methods Mol Biol 2020; 2054:171-183. [PMID: 31482456 DOI: 10.1007/978-1-4939-9769-5_12] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Digital holographic imaging (DHI) is a noninvasive, live cell imaging technique that enables long-term quantitative visualization of cells in culture. DHI uses phase-shift imaging to monitor and quantify cellular events such as cell division, cell death, cell migration, and drug responses. In recent years, the application of DHI has expanded from its use in the laboratory to the clinical setting, and currently it is being developed for use in theranostics. Here, we describe the use of the DHI platform HoloMonitorM4 to evaluate the effects of novel, targeted cancer therapies on cell viability and proliferation using the HeLa cancer cell line as a model. We present single cell tracking and population-wide analysis of multiple cell morphology parameters.
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20
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Rubessa M, Feugang JM, Kandel ME, Schreiber S, Hessee J, Salerno F, Meyers S, Chu I, Popescu G, Wheeler MB. High-throughput sperm assay using label-free microscopy: morphometric comparison between different sperm structures of boar and stallion spermatozoa. Anim Reprod Sci 2020; 219:106509. [PMID: 32828395 DOI: 10.1016/j.anireprosci.2020.106509] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 05/15/2020] [Accepted: 05/16/2020] [Indexed: 10/24/2022]
Abstract
The capacity for microscopic evaluation of sperm is useful for assisted reproductive technologies (ART), because this can allow for specific selection of sperm cells for in vitro fertilization (IVF). The objective of this study was to analyze the same sperm samples using two high-resolution methods: spatial light interference microscopy (SLIM) and atomic force microscopy (AFM) to determine if with one method there was more timely and different information obtained than the other. To address this objective, there was evaluation of sperm populations from boars and stallions. To the best of our knowledge, this is the first reported comparison when using AFM and high-sensitivity interferometric microscopy (such as SLIM) to evaluate spermatozoa. Results indicate that with the use of SLIM microscopy there is similar nanoscale sensitivity as with use of AFM while there is approximately 1,000 times greater throughput with use of SLIM. With SLIM, there is also allowace for the measurement of the dry mass (non-aqueous content) of spermatozoa, which may be a new label-free marker for sperm viability. In the second part of this study, there was analysis of two sperm populations. There were interesting correlations between the different compartments of the sperm and the dry mass in both boars and stallions. Furthermore, there was a correlation between the dry mass of the sperm head and the length and width of the acrosome in both boars and stallions. This correlation is positive in boars while it is negative in stallions.
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Affiliation(s)
- Marcello Rubessa
- Department of Animal Science, University of Illinois, Urbana-Champaign, IL 61801, USA; Carl R. Woese Institute for Genomic Biology, Univ. of Illinois at Urbana-Champaign, USA
| | - Jean M Feugang
- Department of Animal and Dairy Sciences, Mississippi State University, Mississippi State, MS 39762, USA
| | - Mikhail E Kandel
- Quantitative Light Imaging Laboratory, Department of Electrical and Computer Engineering, Beckman Institute of Advanced Science and Technology, USA
| | - Sierra Schreiber
- Department of Animal Science, University of Illinois, Urbana-Champaign, IL 61801, USA
| | - Jade Hessee
- Department of Animal Science, University of Illinois, Urbana-Champaign, IL 61801, USA
| | - Francesca Salerno
- Department of Animal Science, University of Illinois, Urbana-Champaign, IL 61801, USA
| | - Sascha Meyers
- Department of Animal Science, University of Illinois, Urbana-Champaign, IL 61801, USA
| | - Iwei Chu
- Institute for Imaging & Analytical Technologies, Mississippi State University, Mississippi State, MS 39762, USA
| | - Gabriel Popescu
- Department of Bioengineering, University of Illinois, Urbana, Illinois 61801, USA; Quantitative Light Imaging Laboratory, Department of Electrical and Computer Engineering, Beckman Institute of Advanced Science and Technology, USA
| | - Matthew B Wheeler
- Department of Animal Science, University of Illinois, Urbana-Champaign, IL 61801, USA; Carl R. Woese Institute for Genomic Biology, Univ. of Illinois at Urbana-Champaign, USA; Department of Bioengineering, University of Illinois, Urbana, Illinois 61801, USA.
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21
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Reconstruction of bovine spermatozoa substances distribution and morphological differences between Holstein and Korean native cattle using three-dimensional refractive index tomography. Sci Rep 2019; 9:8774. [PMID: 31217533 PMCID: PMC6584538 DOI: 10.1038/s41598-019-45174-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Accepted: 05/30/2019] [Indexed: 01/09/2023] Open
Abstract
Measurements of the three-dimensional (3D) structure of spermatozoon are crucial for the study of developmental biology and for the evaluation of in vitro fertilization. Here, we present 3D label-free imaging of individual spermatozoon and perform quantitative analysis of bovine, porcine, and mouse spermatozoa morphologies using refractive index tomography. Various morphological and biophysical properties were determined, including the internal structure, volume, surface area, concentration, and dry matter mass of individual spermatozoon. Furthermore, Holstein cows and Korean native cattle spermatozoa were systematically analyzed and revealed significant differences in spermatozoa head length, head width, midpiece length, and tail length between the two breeds. This label-free imaging approach provides a new technique for understanding the physiology of spermatozoa.
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22
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Dubey V, Popova D, Ahmad A, Acharya G, Basnet P, Mehta DS, Ahluwalia BS. Partially spatially coherent digital holographic microscopy and machine learning for quantitative analysis of human spermatozoa under oxidative stress condition. Sci Rep 2019; 9:3564. [PMID: 30837490 PMCID: PMC6401136 DOI: 10.1038/s41598-019-39523-5] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Accepted: 01/22/2019] [Indexed: 11/09/2022] Open
Abstract
Semen quality assessed by sperm count and sperm cell characteristics such as morphology and motility, is considered to be the main determinant of men's reproductive health. Therefore, sperm cell selection is vital in assisted reproductive technology (ART) used for the treatment of infertility. Conventional bright field optical microscopy is widely utilized for the imaging and selection of sperm cells based on the qualitative analysis by experienced clinicians. In this study, we report the development of a highly sensitive quantitative phase microscopy (QPM) using partially spatially coherent light source, which is a label-free, non-invasive and high-resolution technique to quantify various biophysical parameters. The partial spatial coherence nature of light source provides a significant improvement in spatial phase sensitivity and hence reconstruction of the phase of the entire sperm cell is demonstrated, which was otherwise not possible using highly spatially coherent light source. High sensitivity of the system enables quantitative phase imaging of the specimens having very low refractive index contrast with respect to the medium like tail of the sperm cells. Further, it also benefits with accurate quantification of 3D-morphological parameters of sperm cells which might be helpful in the infertility treatment. The quantitative analysis of more than 2500 sperm cells under hydrogen peroxide (H2O2) induced oxidative stress condition is demonstrated. It is further correlated with motility of sperm cell to study the effect of oxidative stress on healthy sperm cells. The results exhibit a decrease in the maximum phase values of the sperm head as well as decrease in the sperm cell's motility with increasing oxidative stress, i.e., H2O2 concentration. Various morphological and texture parameters were extracted from the phase maps and subsequently support vector machine (SVM) based machine learning algorithm is employed for the classification of the control and the stressed sperms cells. The algorithm achieves an area under the receiver operator characteristic (ROC) curve of 89.93% based on the all morphological and texture parameters with a sensitivity of 91.18%. The proposed approach can be implemented for live sperm cells selection in ART procedure for the treatment of infertility.
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Affiliation(s)
- Vishesh Dubey
- Applied Optics and Biophotonics Laboratory, Department of Physics, Indian Institute of Technology Delhi, Delhi, India
- Department of Physics and Technology, UiT The Arctic Univ. of Norway, Tromsø, Norway
| | - Daria Popova
- Department of Clinical Medicine, UiT The Arctic Univ. of Norway, Tromsø, Norway
| | - Azeem Ahmad
- Applied Optics and Biophotonics Laboratory, Department of Physics, Indian Institute of Technology Delhi, Delhi, India
- Department of Physics and Technology, UiT The Arctic Univ. of Norway, Tromsø, Norway
| | - Ganesh Acharya
- Department of Clinical Medicine, UiT The Arctic Univ. of Norway, Tromsø, Norway
- Department of Clinical Science, Intervention and Technology Karolinska Univ. Hospital, Karolinska, Sweden
| | - Purusotam Basnet
- Department of Clinical Medicine, UiT The Arctic Univ. of Norway, Tromsø, Norway
| | - Dalip Singh Mehta
- Applied Optics and Biophotonics Laboratory, Department of Physics, Indian Institute of Technology Delhi, Delhi, India
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23
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Hu C, Sam R, Shan M, Nastasa V, Wang M, Kim T, Gillette M, Sengupta P, Popescu G. Optical excitation and detection of neuronal activity. JOURNAL OF BIOPHOTONICS 2019; 12:e201800269. [PMID: 30311744 DOI: 10.1002/jbio.201800269] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Accepted: 10/09/2018] [Indexed: 05/23/2023]
Abstract
Optogenetics has emerged as an exciting tool for manipulating neural activity, which in turn, can modulate behavior in live organisms. However, detecting the response to the optical stimulation requires electrophysiology with physical contact or fluorescent imaging at target locations, which is often limited by photobleaching and phototoxicity. In this paper, we show that phase imaging can report the intracellular transport induced by optogenetic stimulation. We developed a multimodal instrument that can both stimulate cells with subcellular spatial resolution and detect optical pathlength (OPL) changes with nanometer scale sensitivity. We found that OPL fluctuations following stimulation are consistent with active organelle transport. Furthermore, the results indicate a broadening in the transport velocity distribution, which is significantly higher in stimulated cells compared to optogenetically inactive cells. It is likely that this label-free, contactless measurement of optogenetic response will provide an enabling approach to neuroscience.
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Affiliation(s)
- Chenfei Hu
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Richard Sam
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois
- School of Molecular and Cellular Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Mingguang Shan
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois
- College of Information and Communication Engineering, Harbin Engineering University, Harbin, Heilongjiang, China
| | - Viorel Nastasa
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois
- National Institute for Laser Plasma and Radiation Physics, Bucharest, Ilfov, Romania
| | - Minqi Wang
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois
- School of Molecular and Cellular Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Taewoo Kim
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Martha Gillette
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois
- Department of Cell and Developmental Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Parijat Sengupta
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Gabriel Popescu
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois
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24
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Vaughan DA, Sakkas D. Sperm selection methods in the 21st century. Biol Reprod 2019; 101:1076-1082. [DOI: 10.1093/biolre/ioz032] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Revised: 02/05/2019] [Accepted: 02/21/2019] [Indexed: 12/30/2022] Open
Abstract
Abstract
Natural sperm selection in humans is a rigorous process resulting in the highest quality sperm reaching, and having an opportunity to fertilize, the oocyte. Relative to other mammalian species, the human ejaculate consists of a heterogeneous pool of sperm, varying in characteristics such as shape, size, and motility. Semen preparation in assisted reproductive technologies (ART) has long been performed using either a simple swim-up method or density gradients. Both methodologies provide highly motile sperm populations; however neither replicates the complex selection processes seen in nature. A number of methods have now been developed to mimic some of the natural selection processes that exist in the female reproductive tract. These methods attempt to select a better individual, or population of, spermatozoa when compared to classical methods of preparation. Of the approaches already tested, platforms based upon sperm membrane markers, such as hyaluronan or annexin V, have been used to either select or deselect sperm with varied success. One technology that utilizes the size, motility, and other characteristics of sperm to improve both semen analysis and sperm selection is microfluidics. Here, we sought to review the efficacy of both available and emerging techniques that aim to improve the quality of the sperm pool available for use in ART.
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Affiliation(s)
- Denis A Vaughan
- Boston IVF, Waltham, Massachusetts, USA
- Beth Israel Deaconess Medical Center/Harvard Medical School, Boston, Massachusetts, USA
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25
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Morin SJ, Scott RT. Knowledge gaps in male infertility: a reproductive endocrinology and infertility perspective. Transl Androl Urol 2018; 7:S283-S291. [PMID: 30159234 PMCID: PMC6087846 DOI: 10.21037/tau.2018.05.02] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Reproductive research has moved forward at a remarkable pace. Some of these advances are the result of a separation between male and female specialties, allowing focused study in specific areas of the field. However, the different training programs between male and female fertility specialists has created an environment in which some discoveries are not put in the greater context of clinical care. At times, interventions have been measured against surrogate markers of outcome that may not impact the most meaningful outcome for patients—the delivery of a healthy neonate. For example, medical and surgical interventions that use changes in semen parameters may have a limited impact on the likelihood of achieving a live birth due to the limitations inherent in the semen analysis for predicting outcomes. Other commonly used tests, such as sperm DNA fragmentation assays provide promising biological plausibility to account for subfertility of some male partners. However, until well defined thresholds for predicting outcomes in different treatment scenarios are available, changes in sperm DNA fragmentation testing is not an adequate outcome for measuring the utility of interventions. The biggest limitation for these tests remains their analysis of bulk semen. Tests allowing interrogation of the reproductive competence of a given sperm, while allowing that sperm to be used in assisted reproductive technology procedures remain elusive. Progress toward reaching this end (whether by hyaluronic acid binding, IMSI, or Ramen spectroscopy) is underway, but much remains to be learned. Achieving testing and capture of individual sperm would better facilitate studies that measure the most meaningful outcome for patients and providers—the delivery of a healthy baby.
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Affiliation(s)
- Scott J Morin
- IVI RMA New Jersey, Basking Ridge, NJ, USA.,Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
| | - Richard T Scott
- IVI RMA New Jersey, Basking Ridge, NJ, USA.,Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
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26
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Eravuchira PJ, Mirsky SK, Barnea I, Levi M, Balberg M, Shaked NT. Individual sperm selection by microfluidics integrated with interferometric phase microscopy. Methods 2018; 136:152-159. [DOI: 10.1016/j.ymeth.2017.09.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Revised: 09/19/2017] [Accepted: 09/20/2017] [Indexed: 10/18/2022] Open
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27
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Soler C, Picazo-Bueno JÁ, Micó V, Valverde A, Bompart D, Blasco FJ, Álvarez JG, García-Molina A. Effect of counting chamber depth on the accuracy of lensless microscopy for the assessment of boar sperm motility. Reprod Fertil Dev 2018; 30:924-934. [DOI: 10.1071/rd17467] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Accepted: 03/07/2018] [Indexed: 02/02/2023] Open
Abstract
Sperm motility is one of the most significant parameters in the prediction of male fertility. Until now, both motility analysis using an optical microscope and computer-aided sperm analysis (CASA-Mot) entailed the use of counting chambers with a depth to 20 µm. Chamber depth significantly affects the intrinsic sperm movement, leading to an artificial motility pattern. For the first time, laser microscopy offers the possibility of avoiding this interference with sperm movement. The aims of the present study were to determine the different motility patterns observed in chambers with depths of 10, 20 and 100 µm using a new holographic approach and to compare the results obtained in the 20-µm chamber with those of the laser and optical CASA-Mot systems. The ISAS®3D-Track results showed that values for curvilinear velocity (VCL), straight line velocity, wobble and beat cross frequency were higher for the 100-µm chambers than for the 10- and 20-µm chambers. Only VCL showed a positive correlation between chambers. In addition, Bayesian analysis confirmed that the kinematic parameters observed with the 100-µm chamber were significantly different to those obtained using chambers with depths of 10 and 20 µm. When an optical analyser CASA-Mot system was used, all kinematic parameters, except VCL, were higher with ISAS®3D-Track, but were not relevant after Bayesian analysis. Finally, almost three different three-dimensional motility patterns were recognised. In conclusion, the use of the ISAS®3D-Track allows for the analysis of the natural three-dimensional pattern of sperm movement.
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29
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Balberg M, Levi M, Kalinowski K, Barnea I, Mirsky SK, Shaked NT. Localized measurements of physical parameters within human sperm cells obtained with wide-field interferometry. JOURNAL OF BIOPHOTONICS 2017; 10:1305-1314. [PMID: 28079304 DOI: 10.1002/jbio.201600186] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2016] [Revised: 11/02/2016] [Accepted: 12/02/2016] [Indexed: 05/12/2023]
Abstract
We developed a new method to identify the separate cellular compartments in the optical path delay (OPD) maps of un-labeled spermatozoa. This was conducted by comparing OPD maps of fixed, un-labeled spermatozoa to bright field images of the same cells following labeling. The labeling enabled us to identify the acrosomal and nuclear compartments in the corresponding OPD maps of the cells. We then extracted the refractive index maps of fixed cells by dividing the OPD maps of spermatozoa by the corresponding thickness maps of the same cells, obtained with AFM. Finally, the dry mass of the head, nucleus and acrosome of un-labeled immobile spermatozoa, was measured. This method provides the ability to quantitatively measure the dry mass of cellular compartments within human spermatozoa. We expect that these measurements will assist label-free selection of sperm cells for fertilization.
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Affiliation(s)
- Michal Balberg
- Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Tel Aviv, Israel
| | - Mattan Levi
- Department of Cell and Developmental Biology, Sackler Faculty of Medicine, Tel-Aviv University, Tel Aviv, Israel
| | - Ksawery Kalinowski
- Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Tel Aviv, Israel
| | - Itay Barnea
- Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Tel Aviv, Israel
| | - Simcha K Mirsky
- Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Tel Aviv, Israel
| | - Natan T Shaked
- Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Tel Aviv, Israel
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Mirsky SK, Barnea I, Levi M, Greenspan H, Shaked NT. Automated analysis of individual sperm cells using stain-free interferometric phase microscopy and machine learning. Cytometry A 2017; 91:893-900. [DOI: 10.1002/cyto.a.23189] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2017] [Revised: 07/10/2017] [Accepted: 07/25/2017] [Indexed: 11/10/2022]
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
| | - Mattan Levi
- Department of Cell and Developmental Biology; Sackler Faculty of Medicine, Tel Aviv University; Tel Aviv Israel
| | - Hayit Greenspan
- 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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Dannhauser D, Rossi D, Memmolo P, Causa F, Finizio A, Ferraro P, Netti PA. Label-free analysis of mononuclear human blood cells in microfluidic flow by coherent imaging tools. JOURNAL OF BIOPHOTONICS 2017; 10:683-689. [PMID: 27503536 DOI: 10.1002/jbio.201600070] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Revised: 05/31/2016] [Accepted: 07/11/2016] [Indexed: 05/24/2023]
Abstract
The investigation of the physical properties of peripheral blood mononuclear cells (PBMC) is of great relevance, as they play a key role in regulating human body health. Here we report the possibility to characterize human PBMC in their physiological conditions in a microfluidic-based measurement system. A viscoelastic polymer solution is adopted for 3D alignment of individual cells inflow. An optical signature (OS) acquisition of each flowing cell is performed using a wide angle light scattering apparatus. Besides, a quantitative phase imaging (QPI) holographic system is employed with the aim (i) to check the position in flow of individual cells using a holographic 3D cell tracking method; and (ii) to estimate their 3D morphometric features, such as their refractive index (RI). Results obtained by combining OS and QPI have been compared with literature values, showing good agreement. The results confirm the possibility to obtain sub-micrometric details of physical cell properties in microfluidic flow, avoiding chemical staining or fluorescent labelling.
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Affiliation(s)
- David Dannhauser
- Center for Advanced Biomaterials for Healthcare@CRIB, Istituto Italiano di Tecnologia (IIT), Largo Barsanti e Matteucci 53, 80125, Naples, Italy
| | - Domenico Rossi
- Center for Advanced Biomaterials for Healthcare@CRIB, Istituto Italiano di Tecnologia (IIT), Largo Barsanti e Matteucci 53, 80125, Naples, Italy
| | - Pasquale Memmolo
- CNR-ISASI Institute of Applied Sciences & Intelligent Systems "E. Caianiello", Via Campi Flegrei 34, 80078, Pozzuoli, Italy
| | - Filippo Causa
- Interdisciplinary Research Centre on Biomaterials (CRIB), Università degli Studi di Napoli "Federico II", Piazzale Tecchio 80, 80125, Naples, Italy
- Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale (DICMAPI), Università degli Studi di Napoli "Federico II", Piazzale Tecchio 80, 80125, Naples, Italy
| | - Andrea Finizio
- CNR-ISASI Institute of Applied Sciences & Intelligent Systems "E. Caianiello", Via Campi Flegrei 34, 80078, Pozzuoli, Italy
| | - Pietro Ferraro
- CNR-ISASI Institute of Applied Sciences & Intelligent Systems "E. Caianiello", Via Campi Flegrei 34, 80078, Pozzuoli, Italy
| | - Paolo A Netti
- Center for Advanced Biomaterials for Healthcare@CRIB, Istituto Italiano di Tecnologia (IIT), Largo Barsanti e Matteucci 53, 80125, Naples, Italy
- Interdisciplinary Research Centre on Biomaterials (CRIB), Università degli Studi di Napoli "Federico II", Piazzale Tecchio 80, 80125, Naples, Italy
- Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale (DICMAPI), Università degli Studi di Napoli "Federico II", Piazzale Tecchio 80, 80125, Naples, Italy
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Meng X, Huang H, Yan K, Tian X, Yu W, Cui H, Kong Y, Xue L, Liu C, Wang S. Smartphone based hand-held quantitative phase microscope using the transport of intensity equation method. LAB ON A CHIP 2016; 17:104-109. [PMID: 27929181 DOI: 10.1039/c6lc01321j] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
In order to realize high contrast imaging with portable devices for potential mobile healthcare, we demonstrate a hand-held smartphone based quantitative phase microscope using the transport of intensity equation method. With a cost-effective illumination source and compact microscope system, multi-focal images of samples can be captured by the smartphone's camera via manual focusing. Phase retrieval is performed using a self-developed Android application, which calculates sample phases from multi-plane intensities via solving the Poisson equation. We test the portable microscope using a random phase plate with known phases, and to further demonstrate its performance, a red blood cell smear, a Pap smear and monocot root and broad bean epidermis sections are also successfully imaged. Considering its advantages as an accurate, high-contrast, cost-effective and field-portable device, the smartphone based hand-held quantitative phase microscope is a promising tool which can be adopted in the future in remote healthcare and medical diagnosis.
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Affiliation(s)
- Xin Meng
- Department of Optoelectronic Information Science and Engineering, School of Science, Jiangnan University, Wuxi, Jiangsu 214122, China.
| | - Huachuan Huang
- Institute of Fluid Physics, China Academy of Engineering Physics, Mianyang, Sichuan 621900, China and School of Manufacturing Science and Engineering, Southwest University of Science and Technology, Mianyang, Sichuan 621010, China
| | - Keding Yan
- School of Electronic Information Engineering, Xi'an Technological University, Xi'an, Shaanxi 710032, China
| | - Xiaolin Tian
- Department of Optoelectronic Information Science and Engineering, School of Science, Jiangnan University, Wuxi, Jiangsu 214122, China.
| | - Wei Yu
- Department of Optoelectronic Information Science and Engineering, School of Science, Jiangnan University, Wuxi, Jiangsu 214122, China.
| | - Haoyang Cui
- College of Electronics and Information Engineering, Shanghai University of Electric Power, Shanghai 200090, China.
| | - Yan Kong
- Department of Optoelectronic Information Science and Engineering, School of Science, Jiangnan University, Wuxi, Jiangsu 214122, China.
| | - Liang Xue
- College of Electronics and Information Engineering, Shanghai University of Electric Power, Shanghai 200090, China.
| | - Cheng Liu
- Department of Optoelectronic Information Science and Engineering, School of Science, Jiangnan University, Wuxi, Jiangsu 214122, China.
| | - Shouyu Wang
- Department of Optoelectronic Information Science and Engineering, School of Science, Jiangnan University, Wuxi, Jiangsu 214122, China.
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Ponomarchuk O, Boudreault F, Orlov SN, Grygorczyk R. Calcium is not required for triggering volume restoration in hypotonically challenged A549 epithelial cells. Pflugers Arch 2016; 468:2075-2085. [PMID: 27796579 DOI: 10.1007/s00424-016-1896-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Revised: 09/11/2016] [Accepted: 10/14/2016] [Indexed: 11/26/2022]
Abstract
Maintenance of cell volume is a fundamental housekeeping function in eukaryotic cells. Acute cell swelling activates a regulatory volume decrease (RVD) process with poorly defined volume sensing and intermediate signaling mechanisms. Here, we analyzed the putative role of Ca2+ signaling in RVD in single substrate-adherent human lung epithelial A549 cells. Acute cell swelling was induced by perfusion of the flow-through imaging chamber with 50 % hypotonic solution at a defined fluid turnover rate. Changes in cytosolic Ca2+ concentration ([Ca2+]i) and cell volume were monitored simultaneously with ratiometric Fura-2 fluorescence and 3D reconstruction of stereoscopic single-cell images, respectively. Hypotonic challenge caused a progressive swelling peaking at ∼20 min and followed, during the next 20 min, by RVD of 60 ± 7 % of the peak volume increase. However, at the rate of swelling used in our experiments, these processes were not accompanied by a measurable increment of [Ca2+]i. Loading with intracellular Ca2+ chelator BAPTA slightly delayed peak of swelling but did not prevent RVD in 82 % of cells. Further, electrophysiology whole-cell patch-clamp experiments showed that BAPTA did not block activation of volume-regulated anion channel (VRAC) measured as swelling-induced outwardly rectifying 5-nitro-2-(3-phenylpropyl-amino) benzoic acid sensitive current. Together, our data suggest that intracellular Ca2+-mediated signaling is not essential for VRAC activation and subsequent volume restoration in A549 cells.
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Affiliation(s)
- Olga Ponomarchuk
- Centre de recherche, Centre hospitalier de l'Université de Montréal (CRCHUM), Tour Viger 900 rue St-Denis, Montreal, Quebec, H2X 0A9, Canada
- Faculty of Biology, M.V. Lomonosov Moscow State University, Moscow, Russia
| | - Francis Boudreault
- Centre de recherche, Centre hospitalier de l'Université de Montréal (CRCHUM), Tour Viger 900 rue St-Denis, Montreal, Quebec, H2X 0A9, Canada.
| | - Sergei N Orlov
- Faculty of Biology, M.V. Lomonosov Moscow State University, Moscow, Russia
| | - Ryszard Grygorczyk
- Centre de recherche, Centre hospitalier de l'Université de Montréal (CRCHUM), Tour Viger 900 rue St-Denis, Montreal, Quebec, H2X 0A9, Canada.
- Department of Medicine, Université de Montréal, Montreal, Quebec, Canada.
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Jagannadh VK, Mackenzie MD, Pal P, Kar AK, Gorthi SS. Slanted channel microfluidic chip for 3D fluorescence imaging of cells in flow. OPTICS EXPRESS 2016; 24:22144-22158. [PMID: 27661949 DOI: 10.1364/oe.24.022144] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Three-dimensional cellular imaging techniques have become indispensable tools in biological research and medical diagnostics. Conventional 3D imaging approaches employ focal stack collection to image different planes of the cell. In this work, we present the design and fabrication of a slanted channel microfluidic chip for 3D fluorescence imaging of cells in flow. The approach employs slanted microfluidic channels fabricated in glass using ultrafast laser inscription. The slanted nature of the microfluidic channels ensures that samples come into and go out of focus, as they pass through the microscope imaging field of view. This novel approach enables the collection of focal stacks in a straight-forward and automated manner, even with off-the-shelf microscopes that are not equipped with any motorized translation/rotation sample stages. The presented approach not only simplifies conventional focal stack collection, but also enhances the capabilities of a regular widefield fluorescence microscope to match the features of a sophisticated confocal microscope. We demonstrate the retrieval of sectioned slices of microspheres and cells, with the use of computational algorithms to enhance the signal-to-noise ratio (SNR) in the collected raw images. The retrieved sectioned images have been used to visualize fluorescent microspheres and bovine sperm cell nucleus in 3D while using a regular widefield fluorescence microscope. We have been able to achieve sectioning of approximately 200 slices per cell, which corresponds to a spatial translation of ∼ 15 nm per slice along the optical axis of the microscope.
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Chen S, Ryu J, Lee K, Zhu Y. Swept source digital holographic phase microscopy. OPTICS LETTERS 2016; 41:665-668. [PMID: 26872158 DOI: 10.1364/ol.41.000665] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
We propose a swept source-based digital holographic phase microscopy technique. By scanning source wavelength, a series of on-axis interferograms can be obtained for accurate determination of the sample phase using spectral domain interferometry. With these sample spectra, sources of undesirable interference artifacts, often significant in holographic systems, can be identified and avoided by placing the sample signal at a spectral frequency with a clean background. Pathlength sensitivity better than 0.3 nm can, thus, be achieved. The quantitative pathlength image of live sperm cells is obtained with clear identification of morphological features. In addition, the availability of sample spectrum also permits the retrieval of its spectroscopic information. The wavelength-dependent refractive indices of indocyanine green solution are obtained to demonstrate this capability.
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Ferrara MA, Di Caprio G, Managò S, De Angelis A, Sirleto L, Coppola G, De Luca AC. Label-free imaging and biochemical characterization of bovine sperm cells. BIOSENSORS-BASEL 2015; 5:141-57. [PMID: 25836358 PMCID: PMC4493542 DOI: 10.3390/bios5020141] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Revised: 02/18/2015] [Accepted: 03/24/2015] [Indexed: 12/15/2022]
Abstract
A full label-free morphological and biochemical characterization is desirable to select spermatozoa during preparation for artificial insemination. In order to study these fundamental parameters, we take advantage of two attractive techniques: digital holography (DH) and Raman spectroscopy (RS). DH presents new opportunities for studying morphological aspect of cells and tissues non-invasively, quantitatively and without the need for staining or tagging, while RS is a very specific technique allowing the biochemical analysis of cellular components with a spatial resolution in the sub-micrometer range. In this paper, morphological and biochemical bovine sperm cell alterations were studied using these techniques. In addition, a complementary DH and RS study was performed to identify X- and Y-chromosome-bearing sperm cells. We demonstrate that the two techniques together are a powerful and highly efficient tool elucidating some important criterions for sperm morphological selection and sex-identification, overcoming many of the limitations associated with existing protocols.
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Affiliation(s)
- Maria Antonietta Ferrara
- Institute for Microelectronics and Microsystems, National Research Council, Via P. Castellino, 111, 80131 Naples, Italy.
| | - Giuseppe Di Caprio
- Institute for Microelectronics and Microsystems, National Research Council, Via P. Castellino, 111, 80131 Naples, Italy.
- Rowland Institute, Harvard University, Cambridge, MA 02142, USA.
| | - Stefano Managò
- Institute of Protein Biochemistry, National Research Council, Via P. Castellino, 111, 80131 Naples, Italy.
| | - Annalisa De Angelis
- Institute of Protein Biochemistry, National Research Council, Via P. Castellino, 111, 80131 Naples, Italy.
| | - Luigi Sirleto
- Institute for Microelectronics and Microsystems, National Research Council, Via P. Castellino, 111, 80131 Naples, Italy.
| | - Giuseppe Coppola
- Institute for Microelectronics and Microsystems, National Research Council, Via P. Castellino, 111, 80131 Naples, Italy.
| | - Anna Chiara De Luca
- Institute of Protein Biochemistry, National Research Council, Via P. Castellino, 111, 80131 Naples, Italy.
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