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Pillai A, Kamath U S, Belurkar S, Asundi AK, Patil A. 3D quantitative phase imaging via the transport of intensity equation: applications for studying red blood cells. RSC Adv 2025; 15:11655-11661. [PMID: 40230638 PMCID: PMC11995265 DOI: 10.1039/d5ra01071c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2025] [Accepted: 03/26/2025] [Indexed: 04/16/2025] Open
Abstract
Quantitative phase imaging (QPI) is a versatile, label-free technique for investigating the morphological and biophysical properties of biological cells. Here, we used 3D QPI to study the behavior of human red blood cells (RBCs) across a saline gradient from 1% to 0%. RBCs are osmotic-sensitive, and their phase profiles provide important measures of membrane integrity, shape transitions, and lumen hemolysis. Deducing phase alterations across each concentration allowed us to quantify the osmotic impacts on RBC morphology and assess the corresponding biophysical changes. Other studies on osmotic shock contributed to understanding the behavior of RBCs in hypotonic environments and their applications in hematological and biomedical fields.
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Affiliation(s)
- Anusha Pillai
- Manipal Institute of Applied Physics (MIAP), Manipal Academy of Higher Education Manipal 576104 India
| | - Saritha Kamath U
- Department of Medical Laboratory Technology, Manipal College of Health Professionals, Manipal Academy of Higher Education Manipal 576104 India
| | - Sushma Belurkar
- Department of Pathology, Kasturba Medical College, Manipal Academy of Higher Education Manipal 576104 India
| | | | - Ajeetkumar Patil
- Manipal Institute of Applied Physics (MIAP), Manipal Academy of Higher Education Manipal 576104 India
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2
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Friedman R, Yelin D. Spectrally encoded flow cytometry using few-mode fiber collection. BIOMEDICAL OPTICS EXPRESS 2025; 16:177-185. [PMID: 39816146 PMCID: PMC11729279 DOI: 10.1364/boe.544465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 11/22/2024] [Accepted: 12/04/2024] [Indexed: 01/18/2025]
Abstract
In fiber-based confocal microscopy, using two separate fibers for illumination and collection enables the use of a few-mode fiber to achieve an effect similar to opening the pinhole in a conventional confocal microscope. In some Fourier-domain applications, however, or when a spectral measurement is involved, the coherent light detection would lead to noticeable spectral modulation artifacts that result from differential mode delay, an effect caused by the multimode propagation in the collection fiber. After eliminating these artifacts by using mode-dependent polarization control, we demonstrate effective spectrally encoded imaging with improved signal efficiency and lower speckle noise, and only a minor, negligible reduction in lateral and axial resolutions.
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Affiliation(s)
- Reut Friedman
- Faculty of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa 3200003, Israel
| | - Dvir Yelin
- Faculty of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa 3200003, Israel
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3
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Meng L, Huang M, Feng S, Wang Y, Lu J, Li P. Optical Flow-Based Full-Field Quantitative Blood-Flow Velocimetry Using Temporal Direction Filtering and Peak Interpolation. Int J Mol Sci 2023; 24:12048. [PMID: 37569421 PMCID: PMC10419297 DOI: 10.3390/ijms241512048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 07/15/2023] [Accepted: 07/25/2023] [Indexed: 08/13/2023] Open
Abstract
The quantitative measurement of the microvascular blood-flow velocity is critical to the early diagnosis of microvascular dysfunction, yet there are several challenges with the current quantitative flow velocity imaging techniques for the microvasculature. Optical flow analysis allows for the quantitative imaging of the blood-flow velocity with a high spatial resolution, using the variation in pixel brightness between consecutive frames to trace the motion of red blood cells. However, the traditional optical flow algorithm usually suffers from strong noise from the background tissue, and a significant underestimation of the blood-flow speed in blood vessels, due to the errors in detecting the feature points in optical images. Here, we propose a temporal direction filtering and peak interpolation optical flow method (TPIOF) to suppress the background noise, and improve the accuracy of the blood-flow velocity estimation. In vitro phantom experiments and in vivo animal experiments were performed to validate the improvements in our new method.
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Affiliation(s)
- Liangwei Meng
- Britton Chance Center for Biomedical Photonics and MoE Key Laboratory for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China; (L.M.); (M.H.); (Y.W.); (J.L.)
- Research Unit of Multimodal Cross Scale Neural Signal Detection and Imaging, Chinese Academy of Medical Science, HUST-Suzhou Institute for Brainsmatics, Jiangsu Industrial Technology Reserch Institute (JITRI), Suzhou 215100, China
| | - Mange Huang
- Britton Chance Center for Biomedical Photonics and MoE Key Laboratory for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China; (L.M.); (M.H.); (Y.W.); (J.L.)
- Research Unit of Multimodal Cross Scale Neural Signal Detection and Imaging, Chinese Academy of Medical Science, HUST-Suzhou Institute for Brainsmatics, Jiangsu Industrial Technology Reserch Institute (JITRI), Suzhou 215100, China
| | - Shijie Feng
- Britton Chance Center for Biomedical Photonics and MoE Key Laboratory for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China; (L.M.); (M.H.); (Y.W.); (J.L.)
- Research Unit of Multimodal Cross Scale Neural Signal Detection and Imaging, Chinese Academy of Medical Science, HUST-Suzhou Institute for Brainsmatics, Jiangsu Industrial Technology Reserch Institute (JITRI), Suzhou 215100, China
| | - Yiqian Wang
- Britton Chance Center for Biomedical Photonics and MoE Key Laboratory for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China; (L.M.); (M.H.); (Y.W.); (J.L.)
- Research Unit of Multimodal Cross Scale Neural Signal Detection and Imaging, Chinese Academy of Medical Science, HUST-Suzhou Institute for Brainsmatics, Jiangsu Industrial Technology Reserch Institute (JITRI), Suzhou 215100, China
| | - Jinling Lu
- Britton Chance Center for Biomedical Photonics and MoE Key Laboratory for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China; (L.M.); (M.H.); (Y.W.); (J.L.)
- Research Unit of Multimodal Cross Scale Neural Signal Detection and Imaging, Chinese Academy of Medical Science, HUST-Suzhou Institute for Brainsmatics, Jiangsu Industrial Technology Reserch Institute (JITRI), Suzhou 215100, China
| | - Pengcheng Li
- Britton Chance Center for Biomedical Photonics and MoE Key Laboratory for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China; (L.M.); (M.H.); (Y.W.); (J.L.)
- Research Unit of Multimodal Cross Scale Neural Signal Detection and Imaging, Chinese Academy of Medical Science, HUST-Suzhou Institute for Brainsmatics, Jiangsu Industrial Technology Reserch Institute (JITRI), Suzhou 215100, China
- Department of Biomedical Engineering, Hainan University, Haikou 570228, China
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4
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Zhao Y, Li J, Zhang M, Chen T, Zou J. Investigation of the multiple characteristics of the self-mixing effect subject to a single particle. OPTICS EXPRESS 2023; 31:5458-5474. [PMID: 36823825 DOI: 10.1364/oe.478821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 01/16/2023] [Indexed: 06/18/2023]
Abstract
As a compact interferometry technique, self-mixing interferometry (SMI) is a promising tool for micro particle detection in biochemical analysis and the monitoring of laser manufacturing processing, and currently SMI based micro particle detection is attracting increasing attention. However, unlike the typical displacement or vibration measurement driven by a macro target, only a small amount of literature has targeted the SMI effect induced by a single micro moving particle. In this paper, two numerical models were investigated to describe the characteristics of the signal sparked by individual particle. We compared the measurement results with the two models' simulations in three signal characteristic aspects: the temporal waveform, frequency spectrum, and phase profile. From these results, we established that both amplitude modulation and frequency modulation effects apply under different conditions in the self-mixing process. And for the first time, we analyzed the effect of the laser illumination spot size on the particle-induced SMI signal features with two optical arrangements. When the laser beam size is larger than the particle size, the signal bursts are likely to result from frequency modulation, and vice versa. Our results can improve the capability of SMI technology in particle size discrimination and particle sorting.
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5
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Fridman L, Yelin D. Measuring the red blood cell shape in capillary flow using spectrally encoded flow cytometry. BIOMEDICAL OPTICS EXPRESS 2022; 13:4583-4591. [PMID: 36187245 PMCID: PMC9484409 DOI: 10.1364/boe.464875] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 06/30/2022] [Accepted: 07/06/2022] [Indexed: 05/31/2023]
Abstract
Red blood cells in small capillaries exhibit a wide variety of deformations that reflect their true physiological conditions at these important locations. By applying a technique for the high-speed microscopy of flowing cells, termed spectrally encoded flow cytometry (SEFC), we image the light reflected from the red blood cells in human capillaries, and propose an analytical slipper-like model for the cell morphology that can reproduce the experimental in vivo images. The results of this work would be useful for studying the unique flow conditions in these vessels, and for extracting useful clinical parameters that reflect the true physiology of the blood cells in situ.
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Rey-Barroso L, Roldán M, Burgos-Fernández FJ, Gassiot S, Ruiz Llobet A, Isola I, Vilaseca M. Spectroscopic Evaluation of Red Blood Cells of Thalassemia Patients with Confocal Microscopy: A Pilot Study. SENSORS 2020; 20:s20144039. [PMID: 32708084 PMCID: PMC7412432 DOI: 10.3390/s20144039] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 07/07/2020] [Accepted: 07/15/2020] [Indexed: 11/16/2022]
Abstract
Hemoglobinopathies represent the most common single-gene defects in the world and pose a major public health problem, particularly in tropical countries, where they occur with high frequency. Diagnosing hemoglobinopathies can sometimes be difficult due to the coexistence of different causes of anemia, such as thalassemia and iron deficiency, and blood transfusions, among other factors, and requires expensive and complex molecular tests. This work explores the possibility of using spectral confocal microscopy as a diagnostic tool for thalassemia in pediatric patients, a disease caused by mutations in the globin genes that result in changes of the globin chains that form hemoglobin-in pediatric patients. Red blood cells (RBCs) from patients with different syndromes of alpha-thalassemia and iron deficiency (including anemia) as well as healthy (control) subjects were analyzed under a Leica TCS SP8 confocal microscope following different image acquisition protocols. We found that diseased RBCs exhibited autofluorescence when excited at 405 nm and their emission was collected in the spectral range from 425 nm to 790 nm. Three experimental descriptors calculated from the mean emission intensities at 502 nm, 579 nm, 628 nm, and 649 nm allowed us to discriminate between diseased and healthy cells. According to the results obtained, spectral confocal microscopy could serve as a tool in the diagnosis of thalassemia.
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Affiliation(s)
- Laura Rey-Barroso
- Centre for Sensors, Instruments and Systems Development, Technical University of Catalonia, 08222 Terrassa, Spain; (F.J.B.-F.); (M.V.)
- Correspondence: ; Tel.: +34-97-739-8905
| | - Mónica Roldán
- Unit of Confocal Microscopy, Service of Pathological Anatomy, Pediatric Institute of Rare Diseases, Hospital Sant Joan de Déu, 08950 Esplugues de Llobregat, Spain;
- Institute of Pediatric Research, Hospital Sant Joan de Déu, 08950 Esplugues de Llobregat, Spain; (S.G.); (I.I.)
| | - Francisco J. Burgos-Fernández
- Centre for Sensors, Instruments and Systems Development, Technical University of Catalonia, 08222 Terrassa, Spain; (F.J.B.-F.); (M.V.)
| | - Susanna Gassiot
- Institute of Pediatric Research, Hospital Sant Joan de Déu, 08950 Esplugues de Llobregat, Spain; (S.G.); (I.I.)
- Laboratory of Hematology, Service of Laboratory Diagnosis, Hospital Sant Joan de Déu, 08950 Esplugues de Llobregat, Spain
| | - Anna Ruiz Llobet
- Service of Pediatric Hematology, Hospital Sant Joan de Déu, 08950 Esplugues de Llobregat, Spain;
| | - Ignacio Isola
- Institute of Pediatric Research, Hospital Sant Joan de Déu, 08950 Esplugues de Llobregat, Spain; (S.G.); (I.I.)
- Laboratory of Hematology, Service of Laboratory Diagnosis, Hospital Sant Joan de Déu, 08950 Esplugues de Llobregat, Spain
| | - Meritxell Vilaseca
- Centre for Sensors, Instruments and Systems Development, Technical University of Catalonia, 08222 Terrassa, Spain; (F.J.B.-F.); (M.V.)
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7
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Self-Mixing Interferometry-Based Micro Flow Cytometry System for Label-Free Cells Classification. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10020478] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
In this paper, we present a novel optical microfluidic cytometry scheme for label-free detection of cells that is based on the self-mixing interferometry (SMI) technique. This device enables simple, fast and accurate detection of the individual cell characteristics and efficient cell type classification. We also propose a novel parameter to classify the cell or particle size. Artificial polystyrene beads and human living cells were measured using this system, and the SMI signal properties were statistically evaluated. The capability of the proposed cytometer for cell type discrimination and size classification has been validated by the measurement results. Our study can provide a very simple technique for cell enumeration and classification without any extra devices such as high-speed camera, photomultiplier and spectrometer. Moreover, the fluorescence staining operation which is necessary in traditional flow cytometry methods is not required either in our system.
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8
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Xia F, Wu C, Sinefeld D, Li B, Qin Y, Xu C. In vivo label-free confocal imaging of the deep mouse brain with long-wavelength illumination. BIOMEDICAL OPTICS EXPRESS 2018; 9:6545-6555. [PMID: 31065448 PMCID: PMC6490975 DOI: 10.1364/boe.9.006545] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 11/06/2018] [Accepted: 11/20/2018] [Indexed: 05/03/2023]
Abstract
Optical microscopy is a valuable tool for in vivo monitoring of biological structures and functions because of its non-invasiveness. However, imaging deep into biological tissues is challenging due to the scattering and absorption of light. Previous research has shown that 1300 nm and 1700 nm are the two best wavelength windows for deep brain imaging. Here, we combined long-wavelength illumination of ~1700 nm with reflectance confocal microscopy and achieved an imaging depth of ~1.3 mm with ~1-micrometer spatial resolution in adult mouse brains, which is 3-4 times deeper than that of conventional confocal microscopy using visible wavelength. We showed that the method can be added to any laser-scanning microscopy with simple and low-cost sources and detectors, such as continuous-wave diode lasers and InGaAs photodiodes. The long-wavelength, reflectance confocal imaging we demonstrated is label-free, and requires low illumination power. Furthermore, the imaging system is simple and low-cost, potentially creating new opportunities for biomedical research and clinical applications.
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Affiliation(s)
- Fei Xia
- School of Applied and Engineering Physics, Cornell University, Ithaca, NY 14853, USA
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14853, USA
- These authors contributed equally
| | - Chunyan Wu
- School of Applied and Engineering Physics, Cornell University, Ithaca, NY 14853, USA
- College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
- These authors contributed equally
| | - David Sinefeld
- School of Applied and Engineering Physics, Cornell University, Ithaca, NY 14853, USA
| | - Bo Li
- School of Applied and Engineering Physics, Cornell University, Ithaca, NY 14853, USA
| | - Yifan Qin
- School of Applied and Engineering Physics, Cornell University, Ithaca, NY 14853, USA
- National Key Laboratory of Science and Technology on Tunable Laser, Harbin Institute of Technology, Harbin 150080, China
| | - Chris Xu
- School of Applied and Engineering Physics, Cornell University, Ithaca, NY 14853, USA
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Kviatkovsky I, Zeidan A, Yeheskely-Hayon D, Shabad EL, Dann EJ, Yelin D. Measuring sickle cell morphology during blood flow. BIOMEDICAL OPTICS EXPRESS 2017; 8:1996-2003. [PMID: 28663878 PMCID: PMC5480593 DOI: 10.1364/boe.8.001996] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2017] [Revised: 02/15/2017] [Accepted: 02/15/2017] [Indexed: 05/22/2023]
Abstract
During a sickle cell crisis in sickle cell anemia patients, deoxygenated red blood cells may change their mechanical properties and block small blood vessels, causing pain, local tissue damage, and possibly organ failure. Measuring the structural and morphological changes in sickle cells is important for understanding the factors contributing to vessel blockage and for developing an effective treatment. In this work, we image blood cells from sickle cell anemia patients using spectrally encoded flow cytometry, and analyze the interference patterns between reflections from the cell membranes. Using a numerical simulation for calculating the interference pattern obtained from a model of a red blood cell, we propose an analytical expression for the three-dimensional shape of characteristic sickle cells and compare our results to a previously suggested model. Our imaging approach offers new means for analyzing the morphology of sickle cells, and could be useful for studying their unique physiological and biomechanical properties.
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Affiliation(s)
- Inna Kviatkovsky
- Faculty of Biomedical Engineering, Technion - IIT, Haifa, Israel
| | - Adel Zeidan
- Faculty of Biomedical Engineering, Technion - IIT, Haifa, Israel
| | | | - Eveline L Shabad
- Department of Hematology and Bone Marrow Transplantation, Rambam Medical Center, Haifa, Israel
| | - Eldad J Dann
- Department of Hematology and Bone Marrow Transplantation, Rambam Medical Center, Haifa, Israel
- Bruce Rappaport Faculty of Medicine, Technion -ITI Haifa, Israel
| | - Dvir Yelin
- Faculty of Biomedical Engineering, Technion - IIT, Haifa, Israel
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10
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Zeidan A, Golan L, Yelin D. In vitro hematocrit measurement using spectrally encoded flow cytometry. BIOMEDICAL OPTICS EXPRESS 2016; 7:4327-4334. [PMID: 27867734 PMCID: PMC5102548 DOI: 10.1364/boe.7.004327] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Revised: 09/11/2016] [Accepted: 09/14/2016] [Indexed: 05/31/2023]
Abstract
Measuring key physiological parameters of small blood samples extracted from patients could be useful for real-time clinical diagnosis at the point of care. An important parameter required from all blood tests is the blood hematocrit, a measure of the fractional volume occupied by the red cells within the blood. In this work, we present a method for in vitro evaluation of hematocrit based on the data acquired using spectrally encoded flow cytometry. Analysis of the reflectance confocal images of blood within a flow chamber resulted in an error as low as 1.7% in the measured hematocrit. The technique could be used as part of an in vitro diagnostic system that measures important blood parameters at the point of care.
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