1
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Lazarski CA, Hanley PJ. Review of flow cytometry as a tool for cell and gene therapy. Cytotherapy 2024; 26:103-112. [PMID: 37943204 PMCID: PMC10872958 DOI: 10.1016/j.jcyt.2023.10.005] [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: 08/16/2023] [Revised: 10/12/2023] [Accepted: 10/13/2023] [Indexed: 11/10/2023]
Abstract
Quality control testing and analytics are critical for the development and manufacture of cell and gene therapies, and flow cytometry is a key quality control and analytical assay that is used extensively. However, the technical scope of characterization assays and safety assays must keep apace as the breadth of cell therapy products continues to expand beyond hematopoietic stem cell products into producing novel adoptive immune therapies and gene therapy products. Flow cytometry services are uniquely positioned to support the evolving needs of cell therapy facilities, as access to flow cytometers, new antibody clones and improved fluorochrome reagents becomes more egalitarian. This report will outline the features, logistics, limitations and the current state of flow cytometry within the context of cellular therapy.
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Affiliation(s)
- Christopher A Lazarski
- Program for Cell Enhancement and Technology for Immunotherapy, Center for Cancer and Immunology Research, Children's National Hospital, Washington, DC, USA; The George Washington University, Washington, DC, USA.
| | - Patrick J Hanley
- Program for Cell Enhancement and Technology for Immunotherapy, Center for Cancer and Immunology Research, Children's National Hospital, Washington, DC, USA; The George Washington University, Washington, DC, USA.
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2
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Tang M, Feng J, Xia HF, Xu CM, Wu LL, Wu M, Hong SL, Chen G, Zhang ZL. Continuous magnetic separation microfluidic chip for tumor cell in vivo detection. Chem Commun (Camb) 2023; 59:11955-11958. [PMID: 37727113 DOI: 10.1039/d3cc04062c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/21/2023]
Abstract
Continuously recording the dynamic changes of circulating tumor cells (CTCs) is crucial for tumor metastasis. This paper creates a continuous magnetic separation microfluidic chip that enables rapid and continuous in vivo cell detection. The chip shows its potential to study tumor cell circulation in the blood, offering a new platform for studying the cellular mechanism of tumor metastasis.
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Affiliation(s)
- Man Tang
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
- School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, P. R. China
| | - Jiao Feng
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
| | - Hou-Fu Xia
- The State Key Laboratory Breeding Base of Basic Science of Stomatology (Hubei-MOST) and Key Laboratory of Oral Biomedicine of Ministry of Education, School and Hospital of Stomatology, Wuhan University, Wuhan 430079, P. R. China.
| | - Chun-Miao Xu
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
| | - Ling-Ling Wu
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
| | - Min Wu
- The State Key Laboratory Breeding Base of Basic Science of Stomatology (Hubei-MOST) and Key Laboratory of Oral Biomedicine of Ministry of Education, School and Hospital of Stomatology, Wuhan University, Wuhan 430079, P. R. China.
| | - Shao-Li Hong
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
| | - Gang Chen
- The State Key Laboratory Breeding Base of Basic Science of Stomatology (Hubei-MOST) and Key Laboratory of Oral Biomedicine of Ministry of Education, School and Hospital of Stomatology, Wuhan University, Wuhan 430079, P. R. China.
| | - Zhi-Ling Zhang
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
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3
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Pace J, Ivich F, Marple E, Niedre M. Near-infrared diffuse in vivo flow cytometry. JOURNAL OF BIOMEDICAL OPTICS 2022; 27:JBO-220101GR. [PMID: 36114606 PMCID: PMC9478904 DOI: 10.1117/1.jbo.27.9.097002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 09/07/2022] [Indexed: 06/15/2023]
Abstract
Significance Diffuse in vivo flow cytometry (DiFC) is an emerging technique for enumerating rare fluorescently labeled circulating cells noninvasively in the bloodstream. Thus far, we have reported red and blue-green versions of DiFC. Use of near-infrared (NIR) fluorescent light would in principle allow use of DiFC in deeper tissues and would be compatible with emerging NIR fluorescence molecular contrast agents. Aim We describe the design of a NIR-DiFC instrument and demonstrate its use in optical flow phantoms in vitro and in mice in vivo. Approach We developed an improved optical fiber probe design for efficient collection of fluorescence from individual circulating cells and efficient rejection of instrument autofluorescence. We built a NIR-DiFC instrument. We tested this with NIR fluorescent microspheres and cell lines labeled with OTL38 fluorescence contrast agent in a flow phantom model. We also tested NIR-DiFC in nude mice injected intravenously with OTL38-labeled L1210A cells. Results NIR-DiFC allowed detection of circulating tumor cells (CTCs) in flow phantoms with mean signal-to-noise ratios (SNRs) of 19 to 32 dB. In mice, fluorescently labeled CTCs were detectable with mean SNR of 26 dB. NIR-DiFC also exhibited orders significantly lower autofluorescence and false-alarm rates than blue-green DiFC. Conclusions NIR-DiFC allows use of emerging NIR contrast agents. Our work could pave the way for future use of NIR-DiFC in humans.
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Affiliation(s)
- Joshua Pace
- Northeastern University, Department of Bioengineering, Boston, Massachusetts, United States
| | - Fernando Ivich
- Northeastern University, Department of Bioengineering, Boston, Massachusetts, United States
| | - Eric Marple
- EmVision LLC, Loxahatchee, Florida, United States
| | - Mark Niedre
- Northeastern University, Department of Bioengineering, Boston, Massachusetts, United States
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4
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Lu X, Ai Y. Automatic Microfluidic Cell Wash Platform for Purifying Cells in Suspension: Puriogen. Anal Chem 2022; 94:9424-9433. [PMID: 35658406 DOI: 10.1021/acs.analchem.2c01616] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Cell wash is an essential cell sample preparation procedure to eliminate or minimize interfering substances for various subsequent cell analyses. The commonly used cell wash method is centrifugation which separates cells from other biomolecules in a solution with manual pipetting and has many drawbacks such as being labor-intensive and time-consuming with substantial cell loss and cell clumping. To overcome these issues, a centrifuge-free and automatic cell wash platform for cell purity generation, termed Puriogen, has been developed in this work. Compared with other developed products such as AcouWash, Puriogen can process samples with a high throughput of above 500 μL/min. Puriogen utilizes a uniquely designed inertial microfluidic device to complete the automatic cell wash procedure. One single-cell wash procedure with the Puriogen platform can remove more than 90% ambient proteins and nucleic acids from the cell sample. It can also remove most of the residual fluorescent dye after cell staining to significantly reduce the background signals for subsequent cell analysis. By removing the dead cell debris, it can increase the live cell percentage in the sample by 2-fold. Moreover, the percentage of single-cell population is also increased by 20% because of further disassociation of small-cell aggregates (e.g., doublets and triplets) into singlets. To freely adjust cell concentrations, the Puriogen platform can concentrate cells 5 times in a single flow-through process. The presented Puriogen cell wash solution has broad applications in cell preparation with its excellent simplicity in operation and wash efficiency, especially in single-cell sequencing.
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Affiliation(s)
- Xiaoguang Lu
- Pillar of Engineering Product Development, Singapore University of Technology and Design, Singapore 487372, Singapore
| | - Ye Ai
- Pillar of Engineering Product Development, Singapore University of Technology and Design, Singapore 487372, Singapore
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5
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Parker J, Guslund NC, Jentoft S, Roth O. Characterization of Pipefish Immune Cell Populations Through Single-Cell Transcriptomics. Front Immunol 2022; 13:820152. [PMID: 35154138 PMCID: PMC8828949 DOI: 10.3389/fimmu.2022.820152] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 01/10/2022] [Indexed: 01/16/2023] Open
Abstract
Teleost adaptive immune systems have evolved with more flexibility than previously assumed. A particularly enigmatic system to address immune system modifications in the evolutionary past is represented by the Syngnathids, the family of pipefishes, seahorses and seadragons. These small fishes with their unique male pregnancy have lost the spleen as an important immune organ as well as a functional major histocompatibility class II (MHC II) pathway. How these evolutionary changes have impacted immune cell population dynamics have up to this point remained unexplored. Here, we present the first immune cell repertoire characterization of a syngnathid fish (Syngnathus typhle) using single-cell transcriptomics. Gene expression profiles of individual cells extracted from blood and head-kidney clustered in twelve putative cell populations with eight belonging to those with immune function. Upregulated cell marker genes identified in humans and teleosts were used to define cell clusters. While the suggested loss of CD4+ T-cells accompanied the loss of the MHC II pathway was supported, the upregulation of specific subtype markers within the T-cell cluster indicates subpopulations of regulatory T-cells (il2rb) and cytotoxic T-cells (gzma). Utilizing single-cell RNA sequencing this report is the first to characterize immune cell populations in syngnathids and provides a valuable foundation for future cellular classification and experimental work within the lineage.
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Affiliation(s)
- Jamie Parker
- Marine Evolutionary Ecology, GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany.,Marine Evolutionary Biology, Christian-Albrechts-University, Kiel, Germany
| | - Naomi Croft Guslund
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway.,Department of Immunology, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Sissel Jentoft
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Olivia Roth
- Marine Evolutionary Ecology, GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany.,Marine Evolutionary Biology, Christian-Albrechts-University, Kiel, Germany
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6
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Saber M, Ortiz JB, Rojas Valencia LM, Ma X, Tallent BR, Adelson PD, Rowe RK, Qiu S, Lifshitz J. Mice Born to Mothers with Gravida Traumatic Brain Injury Have Distorted Brain Circuitry and Altered Immune Responses. J Neurotrauma 2021; 38:2862-2880. [PMID: 34155930 PMCID: PMC8820287 DOI: 10.1089/neu.2021.0048] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Intimate partner violence (IPV) increases risk of traumatic brain injury (TBI). Physical assaults increase in frequency and intensity during pregnancy. The consequences of TBI during pregnancy (gravida TBI; gTBI) on offspring development is unknown, for which stress and inflammation during pregnancy worsen fetal developmental outcomes. We hypothesized that gTBI would lead to increased anxiety- and depression-related behavior, altered inflammatory responses and gut pathology, and distorted brain circuitry in mixed-sex offspring compared to mice born to control mothers. Pregnant dams received either diffuse TBI or sham injury (control) 12 days post-coitum. We found that male gTBI offspring were principal drivers of the gTBI effects on health, physiology, and behavior. For example, male, but not female, gTBI offspring weighed significantly less at weaning compared to male control offspring. At post-natal day (PND) 28, gTBI offspring had significantly weaker intralaminar connectivity onto layer 5 pre-frontal pyramidal neurons compared to control offspring. Neurological performance on anxiety-like behaviors was decreased, with only marginal differences in depressive-like behaviors, for gTBI offspring compared to control offspring. At PND42 and PND58, circulating neutrophil and monocyte populations were significantly smaller in gTBI male offspring than control male offspring. In response to a subsequent inflammatory challenge at PND75, gTBI offspring had significantly smaller circulating neutrophil populations than control offspring. Anxiety-like behaviors persisted during the immune challenge in gTBI offspring. However, spleen immune response and gut histology showed no significant differences between groups. The results compel further studies to determine the full extent of gTBI on fetal and maternal outcomes.
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Affiliation(s)
- Maha Saber
- Child Health, University of Arizona College of Medicine–Phoenix, Phoenix, Arizona, USA
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, Arizona, USA
| | - J. Bryce Ortiz
- Child Health, University of Arizona College of Medicine–Phoenix, Phoenix, Arizona, USA
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, Arizona, USA
- Phoenix VA Health Care System, Phoenix, Arizona, USA
| | - Luisa M. Rojas Valencia
- Child Health, University of Arizona College of Medicine–Phoenix, Phoenix, Arizona, USA
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, Arizona, USA
- Phoenix VA Health Care System, Phoenix, Arizona, USA
| | - Xiaokuang Ma
- Basic Medical Sciences, University of Arizona College of Medicine–Phoenix, Phoenix, Arizona, USA
| | - Bret R. Tallent
- Child Health, University of Arizona College of Medicine–Phoenix, Phoenix, Arizona, USA
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, Arizona, USA
- Phoenix VA Health Care System, Phoenix, Arizona, USA
| | - P. David Adelson
- Child Health, University of Arizona College of Medicine–Phoenix, Phoenix, Arizona, USA
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, Arizona, USA
| | - Rachel K. Rowe
- Child Health, University of Arizona College of Medicine–Phoenix, Phoenix, Arizona, USA
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, Arizona, USA
- Phoenix VA Health Care System, Phoenix, Arizona, USA
| | - Shenfeng Qiu
- Basic Medical Sciences, University of Arizona College of Medicine–Phoenix, Phoenix, Arizona, USA
| | - Jonathan Lifshitz
- Child Health, University of Arizona College of Medicine–Phoenix, Phoenix, Arizona, USA
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, Arizona, USA
- Phoenix VA Health Care System, Phoenix, Arizona, USA
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7
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Patil RA, Srinivasarao M, Amiji MM, Low PS, Niedre M. Fluorescence Labeling of Circulating Tumor Cells with a Folate Receptor-Targeted Molecular Probe for Diffuse In Vivo Flow Cytometry. Mol Imaging Biol 2021; 22:1280-1289. [PMID: 32519245 DOI: 10.1007/s11307-020-01505-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
PURPOSE We recently developed a new instrument called "diffuse in vivo flow cytometry" (DiFC) for enumeration of rare fluorescently labeled circulating tumor cells (CTCs) in small animals without drawing blood samples. Until now, we have used cell lines that express fluorescent proteins or were pre-labeled with a fluorescent dye ex vivo. In this work, we investigated the use of a folate receptor (FR)-targeted fluorescence molecular probe for in vivo labeling of FR+ CTCs for DiFC. PROCEDURES We used EC-17, a FITC-folic acid conjugate that has been used in clinical trials for fluorescence-guided surgery. We studied the affinity of EC-17 for FR+ L1210A and KB cancer cells. We also tested FR- MM.1S cells. We tested the labeling specificity in cells in culture in vitro and in whole blood. We also studied the detectability of labeled cells in mice in vivo with DiFC. RESULTS EC-17 showed a high affinity for FR+ L1210A and KB cells in vitro. In whole blood, 85.4 % of L1210A and 80.9 % of KB cells were labeled above non-specific background with EC-17, and negligible binding to FR- MM.1S cells was observed. In addition, EC-17-labeled CTCs were readily detectable in circulation in mice with DiFC. CONCLUSIONS This work demonstrates the feasibility of labeling CTCs with a cell-surface receptor-targeted probe for DiFC, greatly expanding the potential utility of the method for pre-clinical animal models. Because DiFC uses diffuse light, this method could be also used to enumerate CTCs in larger animal models and potentially even in humans.
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Affiliation(s)
- Roshani A Patil
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, USA
| | | | - Mansoor M Amiji
- Department of Pharmaceutical Sciences, School of Pharmacy, Northeastern University, Boston, MA, 02115, USA
| | - Philip S Low
- Department of Chemistry, Purdue University, West Lafayette, IN, 47906, USA
| | - Mark Niedre
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, USA.
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8
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Awate DM, Pola CC, Shumaker E, Gomes CL, Juárez JJ. 3D printed imaging platform for portable cell counting. Analyst 2021; 146:4033-4041. [PMID: 34036979 DOI: 10.1039/d1an00778e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Despite having widespread application in the biomedical sciences, flow cytometers have several limitations that prevent their application to point-of-care (POC) diagnostics in resource-limited environments. 3D printing provides a cost-effective approach to improve the accessibility of POC devices in resource-limited environments. Towards this goal, we introduce a 3D-printed imaging platform (3DPIP) capable of accurately counting particles and perform fluorescence microscopy. In our 3DPIP, captured microscopic images of particle flow are processed on a custom developed particle counter code to provide a particle count. This prototype uses a machine vision-based algorithm to identify particles from captured flow images and is flexible enough to allow for labeled and label-free particle counting. Additionally, the particle counter code returns particle coordinates with respect to time which can further be used to perform particle image velocimetry. These results can help estimate forces acting on particles, and identify and sort different types of cells/particles. We evaluated the performance of this prototype by counting 10 μm polystyrene particles diluted in deionized water at different concentrations and comparing the results with a commercial Beckman-Coulter Z2 particle counter. The 3DPIP can count particle concentrations down to ∼100 particles per mL with a standard deviation of ±20 particles, which is comparable to the results obtained on a commercial particle counter. Our platform produces accurate results at flow rates up to 9 mL h-1 for concentrations below 1000 particle per mL, while 5 mL h-1 produces accurate results above this concentration limit. Aside from performing flow-through experiments, our instrument is capable of performing static experiments that are comparable to a plate reader. In this configuration, our instrument is able to count between 10 and 250 cells per image, depending on the prepared concentration of bacteria samples (Citrobacter freundii; ATCC 8090). Overall, this platform represents a first step towards the development of an affordable fully 3D printable imaging flow cytometry instrument for use in resource-limited clinical environments.
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Affiliation(s)
- Diwakar M Awate
- Department of Mechanical Engineering, Iowa State University, 2529 Union Drive, Ames, IA 50011, USA.
| | - Cicero C Pola
- Department of Mechanical Engineering, Iowa State University, 2529 Union Drive, Ames, IA 50011, USA.
| | - Erica Shumaker
- Department of Mechanical Engineering, Iowa State University, 2529 Union Drive, Ames, IA 50011, USA.
| | - Carmen L Gomes
- Department of Mechanical Engineering, Iowa State University, 2529 Union Drive, Ames, IA 50011, USA.
| | - Jaime J Juárez
- Department of Mechanical Engineering, Iowa State University, 2529 Union Drive, Ames, IA 50011, USA. and Center for Multiphase Flow Research and Education, Iowa State University, 2519 Union Drive, Ames, IA 50011, USA
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9
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Zeming KK, Lu R, Woo KL, Sun G, Quek KY, Cheow LF, Chen CH, Han J, Lim SL. Multiplexed Single-Cell Leukocyte Enzymatic Secretion Profiling from Whole Blood Reveals Patient-Specific Immune Signature. Anal Chem 2021; 93:4374-4382. [PMID: 33600165 DOI: 10.1021/acs.analchem.0c03512] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Enzymatic secretion of immune cells (leukocytes) plays a dominant role in host immune responses to a myriad of biological triggers, including infections, cancers, and cardiovascular diseases. Current tools to probe these leukocytes inadequately profile these vital biomarkers; the need for sample preprocessing steps of cell lysis, labeling, washing, and pipetting inevitably triggers the cells, changes its basal state, and dilutes the individual cell secretion in bulk assays. Using a fully integrated system for multiplexed profiling of native immune single-cell enzyme secretion from 50 μL of undiluted blood, we eliminate sample handling. With a total analysis time of 60 min, the integrated platform performs six tasks of leukocyte extraction, cell washing, fluorescent enzyme substrate mixing, single-cell droplet making, droplet incubation, and real-time readout for leukocyte secretion profiling of neutrophil elastase, granzyme B, and metalloproteinase. We calibrated the device, optimized the protocols, and tested the leukocyte secretion of acute heart failure (AHF) patients at admission and predischarge. This paper highlights the presence of single-cell enzymatic immune phenotypes independent of CD marker labeling, which could potentially elucidate the innate immune response states. We found that patients recovering from AHF showed a corresponding reduction in immune-cell enzymatic secretion levels and donor-specific enzymatic signatures were observed, which suggests patient-to-patient heterogeneous immune response. This platform presents opportunities to elucidate the complexities of the immune response from a single drop of blood and bridge the current technological, biological, and medical gap in understanding immune response and biological triggers.
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Affiliation(s)
- Kerwin Kwek Zeming
- Critical Analytics for Manufacturing of Personalised Medicine, Singapore-MIT Alliance for Research and Technology, 1 Create Way, Enterprise Wing #04-13/14, 138602 Singapore
| | - Ri Lu
- Critical Analytics for Manufacturing of Personalised Medicine, Singapore-MIT Alliance for Research and Technology, 1 Create Way, Enterprise Wing #04-13/14, 138602 Singapore.,Graduate School for Integrative Sciences and Engineering, National University of Singapore, University Hall, Tan Chin Tuan Wing Level 04, #04-02, 21 Lower Kent Ridge Road, 119077 Singapore
| | - Kai Lee Woo
- Department of Cardiology, National University Heart Center, 1E Kent Ridge Road, 119228, Singapore
| | - Guoyun Sun
- Graduate School for Integrative Sciences and Engineering, National University of Singapore, University Hall, Tan Chin Tuan Wing Level 04, #04-02, 21 Lower Kent Ridge Road, 119077 Singapore
| | - Kai Yun Quek
- Critical Analytics for Manufacturing of Personalised Medicine, Singapore-MIT Alliance for Research and Technology, 1 Create Way, Enterprise Wing #04-13/14, 138602 Singapore
| | - Lih Feng Cheow
- Critical Analytics for Manufacturing of Personalised Medicine, Singapore-MIT Alliance for Research and Technology, 1 Create Way, Enterprise Wing #04-13/14, 138602 Singapore.,Graduate School for Integrative Sciences and Engineering, National University of Singapore, University Hall, Tan Chin Tuan Wing Level 04, #04-02, 21 Lower Kent Ridge Road, 119077 Singapore.,Department of Biomedical Engineering, National University of Singapore, 4 Engineering Drive 3, 117583 Singapore
| | - Chia-Hung Chen
- Department of Biomedical Engineering, College of Engineering, City University of Hong Kong, YEUNG-B5121A, Hong Kong
| | - Jongyoon Han
- Critical Analytics for Manufacturing of Personalised Medicine, Singapore-MIT Alliance for Research and Technology, 1 Create Way, Enterprise Wing #04-13/14, 138602 Singapore.,Department of Electrical Engineering, Massachusetts Institute of Technology, 50 Vassar Street, Cambridge, Massachusetts 02142, United States.,Department of Biological Engineering, Massachusetts Institute of Technology, 21 Ames Street, #56-651, Cambridge, Massachusetts 02142, United States
| | - Shir Lynn Lim
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Drive, 117597 Singapore.,Department of Cardiology, National University Heart Center, 1E Kent Ridge Road, 119228, Singapore
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Zeming KK, Vernekar R, Chua MT, Quek KY, Sutton G, Krüger T, Kuan WS, Han J. Label-Free Biophysical Markers from Whole Blood Microfluidic Immune Profiling Reveal Severe Immune Response Signatures. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2021; 17:e2006123. [PMID: 33590620 DOI: 10.1002/smll.202006123] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 11/12/2020] [Indexed: 06/12/2023]
Abstract
Disease manifestation and severity from acute infections are often due to hyper-aggressive host immune responses which change within minutes. Current methods for early diagnosis of infections focus on detecting low abundance pathogens, which are time-consuming, of low sensitivity, and do not reflect the severity of the pathophysiology appropriately. The approach here focuses on profiling the rapidly changing host inflammatory response, which in its over-exuberant state, leads to sepsis and death. A 15-min label-free immune profiling assay from 20 µL of unprocessed blood using unconventional L and Inverse-L shaped pillars of deterministic lateral displacement microfluidic technology is developed. The hydrodynamic interactions of deformable immune cells enable simultaneous sorting and immune response profiling in whole blood. Preliminary clinical study of 85 donors in emergency department with a spectrum of immune response states from healthy to severe inflammatory response shows correlation with biophysical markers of immune cell size, deformability, distribution, and cell counts. The speed of patient stratification demonstrated here has promising impact in deployable point-of-care systems for acute infections triage, risk management, and resource allocation at emergency departments, where clinical manifestation of infection severity may not be clinically evident as compared to inpatients in the wards or intensive care units.
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Affiliation(s)
- Kerwin Kwek Zeming
- Singapore-MIT Alliance for Research and Technology (SMART) - Critical Analytics for Manufacturing of Personalized Medicine (CAMP) IRG, 1 Create Way, Enterprise Wing, #04-13/14, Singapore, 138602, Singapore
| | - Rohan Vernekar
- School of Engineering, Institute for Multiscale Thermofluids, University of Edinburgh, Peter Guthrie Tait Road, King's Buildings, Edinburgh, EH9 3FD, UK
| | - Mui Teng Chua
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, 1E Kent Ridge Road, Level 8, NUHS Tower Block, Singapore, 119228, Singapore
- Emergency Medicine Department, National University Hospital, National University Health System, National University Centre for Oral Health, 9 Lower Kent Ridge Road, Level 4, Singapore, 119085, Singapore
| | - Kai Yun Quek
- Singapore-MIT Alliance for Research and Technology (SMART) - Critical Analytics for Manufacturing of Personalized Medicine (CAMP) IRG, 1 Create Way, Enterprise Wing, #04-13/14, Singapore, 138602, Singapore
| | - Greg Sutton
- School of Engineering, Institute for Multiscale Thermofluids, University of Edinburgh, Peter Guthrie Tait Road, King's Buildings, Edinburgh, EH9 3FD, UK
- University/BHF Centre for Cardiovascular Science, The Queen's Medical Research Institute, 47 Little France Crescent, Edinburgh, EH16 4TJ, UK
| | - Timm Krüger
- School of Engineering, Institute for Multiscale Thermofluids, University of Edinburgh, Peter Guthrie Tait Road, King's Buildings, Edinburgh, EH9 3FD, UK
| | - Win Sen Kuan
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, 1E Kent Ridge Road, Level 8, NUHS Tower Block, Singapore, 119228, Singapore
- Emergency Medicine Department, National University Hospital, National University Health System, National University Centre for Oral Health, 9 Lower Kent Ridge Road, Level 4, Singapore, 119085, Singapore
| | - Jongyoon Han
- Singapore-MIT Alliance for Research and Technology (SMART) - Critical Analytics for Manufacturing of Personalized Medicine (CAMP) IRG, 1 Create Way, Enterprise Wing, #04-13/14, Singapore, 138602, Singapore
- Department of Electrical Engineering and Computer Science & Department of Biological Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Room 36-841, Cambridge, MA, 02139, USA
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11
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Saber M, Giordano KR, Hur Y, Ortiz JB, Morrison H, Godbout JP, Murphy SM, Lifshitz J, Rowe RK. Acute peripheral inflammation and post-traumatic sleep differ between sexes after experimental diffuse brain injury. Eur J Neurosci 2020; 52:2791-2814. [PMID: 31677290 PMCID: PMC7195243 DOI: 10.1111/ejn.14611] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 10/15/2019] [Accepted: 10/22/2019] [Indexed: 12/17/2022]
Abstract
Identifying differential responses between sexes following traumatic brain injury (TBI) can elucidate the mechanisms behind disease pathology. Peripheral and central inflammation in the pathophysiology of TBI can increase sleep in male rodents, but this remains untested in females. We hypothesized that diffuse TBI would increase inflammation and sleep in males more so than in females. Diffuse TBI was induced in C57BL/6J mice and serial blood samples were collected (baseline, 1, 5, 7 days post-injury [DPI]) to quantify peripheral immune cell populations and sleep regulatory cytokines. Brains and spleens were harvested at 7DPI to quantify central and peripheral immune cells, respectively. Mixed-effects regression models were used for data analysis. Female TBI mice had 77%-124% higher IL-6 levels than male TBI mice at 1 and 5DPI, whereas IL-1β and TNF-α levels were similar between sexes at all timepoints. Despite baseline sex differences in blood-measured Ly6Chigh monocytes (females had 40% more than males), TBI reduced monocytes by 67% in TBI mice at 1DPI. Male TBI mice had 31%-33% more blood-measured and 31% more spleen-measured Ly6G+ neutrophils than female TBI mice at 1 and 5DPI, and 7DPI, respectively. Compared with sham, TBI increased sleep in both sexes during the first light and dark cycles. Male TBI mice slept 11%-17% more than female TBI mice, depending on the cycle. Thus, sex and TBI interactions may alter the peripheral inflammation profile and sleep patterns, which might explain discrepancies in disease progression based on sex.
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Affiliation(s)
- Maha Saber
- BARROW Neurological Institute at Phoenix Children’s Hospital, Phoenix, AZ
- Department of Child Health, University of Arizona College of Medicine – Phoenix, Phoenix, AZ
| | - Katherine R. Giordano
- BARROW Neurological Institute at Phoenix Children’s Hospital, Phoenix, AZ
- Department of Child Health, University of Arizona College of Medicine – Phoenix, Phoenix, AZ
| | - Yerin Hur
- BARROW Neurological Institute at Phoenix Children’s Hospital, Phoenix, AZ
- Department of Child Health, University of Arizona College of Medicine – Phoenix, Phoenix, AZ
| | - J. Bryce Ortiz
- BARROW Neurological Institute at Phoenix Children’s Hospital, Phoenix, AZ
- Department of Child Health, University of Arizona College of Medicine – Phoenix, Phoenix, AZ
| | | | - Jonathan P. Godbout
- Department of Neuroscience, The Ohio State University, Columbus, OH, USA
- Center for Brain and Spinal Cord Repair, The Ohio State University, Columbus, OH, USA
- Institute for Behavioral Medicine Research, The Ohio State University, Columbus, OH, USA
| | - Sean M. Murphy
- Department of Child Health, University of Arizona College of Medicine – Phoenix, Phoenix, AZ
| | - Jonathan Lifshitz
- BARROW Neurological Institute at Phoenix Children’s Hospital, Phoenix, AZ
- Department of Child Health, University of Arizona College of Medicine – Phoenix, Phoenix, AZ
- Phoenix Veteran Affairs Health Care System, Phoenix, AZ, USA
| | - Rachel K. Rowe
- BARROW Neurological Institute at Phoenix Children’s Hospital, Phoenix, AZ
- Department of Child Health, University of Arizona College of Medicine – Phoenix, Phoenix, AZ
- Phoenix Veteran Affairs Health Care System, Phoenix, AZ, USA
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12
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Voronin DV, Kozlova AA, Verkhovskii RA, Ermakov AV, Makarkin MA, Inozemtseva OA, Bratashov DN. Detection of Rare Objects by Flow Cytometry: Imaging, Cell Sorting, and Deep Learning Approaches. Int J Mol Sci 2020; 21:E2323. [PMID: 32230871 PMCID: PMC7177904 DOI: 10.3390/ijms21072323] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 02/25/2020] [Accepted: 03/25/2020] [Indexed: 12/14/2022] Open
Abstract
Flow cytometry nowadays is among the main working instruments in modern biology paving the way for clinics to provide early, quick, and reliable diagnostics of many blood-related diseases. The major problem for clinical applications is the detection of rare pathogenic objects in patient blood. These objects can be circulating tumor cells, very rare during the early stages of cancer development, various microorganisms and parasites in the blood during acute blood infections. All of these rare diagnostic objects can be detected and identified very rapidly to save a patient's life. This review outlines the main techniques of visualization of rare objects in the blood flow, methods for extraction of such objects from the blood flow for further investigations and new approaches to identify the objects automatically with the modern deep learning methods.
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Affiliation(s)
- Denis V. Voronin
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
- Department of Physical and Colloid Chemistry, National University of Oil and Gas (Gubkin University), 119991 Moscow, Russia
| | - Anastasiia A. Kozlova
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
| | - Roman A. Verkhovskii
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
- School of Urbanistics, Civil Engineering and Architecture, Yuri Gagarin State Technical University of Saratov, 410054 Saratov, Russia
| | - Alexey V. Ermakov
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
- Department of Biomedical Engineering, I. M. Sechenov First Moscow State Medical University, 119991 Moscow, Russia
| | - Mikhail A. Makarkin
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
| | - Olga A. Inozemtseva
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
| | - Daniil N. Bratashov
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
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13
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Bartosik PB, Fitzgerald JE, El Khatib M, Yaseen MA, Vinogradov SA, Niedre M. Prospects for the Use of Upconverting Nanoparticles as a Contrast Agent for Enumeration of Circulating Cells in vivo. Int J Nanomedicine 2020; 15:1709-1719. [PMID: 32210561 PMCID: PMC7074808 DOI: 10.2147/ijn.s243157] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 02/20/2020] [Indexed: 12/25/2022] Open
Abstract
PURPOSE We recently developed a new fluorescence-based technique called "diffuse in vivo flow cytometry" (DiFC) for enumerating rare circulating tumor cells (CTCs) directly in the bloodstream. Non-specific tissue autofluorescence is a persistent problem, as it creates a background which may obscure signals from weakly-labeled CTCs. Here we investigated the use of upconverting nanoparticles (UCNPs) as a contrast agent for DiFC, which in principle could significantly reduce the autofluorescence background and allow more sensitive detection of rare CTCs. METHODS We built a new UCNP-compatible DiFC instrument (U-DiFC), which uses a 980 nm laser and detects upconverted luminescence in the 520, 545 and 660 nm emission bands. We used NaYF4:Yb,Er UCNPs and several covalent and non-covalent surface modification strategies to improve their biocompatibility and cell uptake. We tested U-DiFC with multiple myeloma (MM) and Lewis lung carcinoma (LLC) cells in tissue-mimicking optical flow phantoms and in nude mice. RESULTS U-DiFC significantly reduced the background autofluorescence signals and motion artifacts from breathing in mice. Upconverted luminescence from NaYF4:Yb,Er microparticles (UμNP) and cells co-incubated with UCNPs were readily detectable with U-DiFC in phantoms, and from UCNPs in circulation in mice. However, we were unable to achieve reliable labeling of CTCs with UCNPs. Our data suggest that most (or all) of the measured U-DIFC signal in vitro and in vivo likely arose from unbound UCNPs or due to the uptake by non-CTC blood cells. CONCLUSION UCNPs have a number of properties that make them attractive contrast agents for high-sensitivity detection of CTCs in the bloodstream with U-DiFC and other intravital imaging methods. More work is needed to achieve reliable and specific labeling of CTCs with UCNPs and verify long-term retention and viability of cells.
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Affiliation(s)
- Peter B Bartosik
- Department of Bioengineering, Northeastern University, Boston, MA, USA
| | | | - Mirna El Khatib
- Department of Biochemistry and Biophysics, Perelman School of Medicine and Department of Chemistry, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, USA
| | - Mohammad A Yaseen
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, USA
| | - Sergei A Vinogradov
- Department of Biochemistry and Biophysics, Perelman School of Medicine and Department of Chemistry, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark Niedre
- Department of Bioengineering, Northeastern University, Boston, MA, USA
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14
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Abelha TF, Dreiss CA, Green MA, Dailey LA. Conjugated polymers as nanoparticle probes for fluorescence and photoacoustic imaging. J Mater Chem B 2020; 8:592-606. [DOI: 10.1039/c9tb02582k] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
In this review, the role of conjugated polymer nanoparticles (CPNs) in emerging bioimaging techniques is described.
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Affiliation(s)
- Thais Fedatto Abelha
- King's College London
- Institute of Pharmaceutical Science
- London
- UK
- School of Pharmacy
| | - Cécile A. Dreiss
- King's College London
- Institute of Pharmaceutical Science
- London
- UK
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15
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Abstract
Circulating tumor cells (CTCs) are of great interest in cancer research, but methods for their enumeration remain far from optimal. We developed a new small animal research tool called “Diffuse in vivo Flow Cytometry” (DiFC) for detecting extremely rare fluorescently-labeled circulating cells directly in the bloodstream. The technique exploits near-infrared diffuse photons to detect and count cells flowing in large superficial arteries and veins without drawing blood samples. DiFC uses custom-designed, dual fiber optic probes that are placed in contact with the skin surface approximately above a major vascular bundle. In combination with a novel signal processing algorithm, DiFC allows counting of individual cells moving in arterial or venous directions, as well as measurement of their speed and depth. We show that DiFC allows sampling of the entire circulating blood volume of a mouse in under 10 minutes, while maintaining a false alarm rate of 0.014 per minute. In practice, this means that DiFC allows reliable detection of circulating cells below 1 cell per mL. Hence, the unique capabilities of DiFC are highly suited to biological applications involving very rare cell types such as the study of hematogenous cancer metastasis.
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16
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Zheng Y, Wang X, He S, Gao Z, Di Y, Lu K, Li K, Wang J. Aptamer-DNA concatamer-quantum dots based electrochemical biosensing strategy for green and ultrasensitive detection of tumor cells via mercury-free anodic stripping voltammetry. Biosens Bioelectron 2018; 126:261-268. [PMID: 30445301 DOI: 10.1016/j.bios.2018.09.076] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 09/20/2018] [Accepted: 09/20/2018] [Indexed: 01/04/2023]
Abstract
A electrochemical biosensing strategy was developed for green and ultrasensitive detection of tumor cells by combining aptamer-DNA concatamer-CdTe quantum dots (QDs) signal amplification probe with mercury-free anodic stripping voltammetry (ASV). First, aptamer-DNA concatamer- CdTe QDs probes were designed by DNA hybridization and covalent assembling, which contained specific recognition of aptamer and signal amplification incorporating the DNA concatamer with QDs. Meanwhile, the capture electrode, glassy carbon electrode (GCE)/Graphene oxide (GO)/Polyaniline (PANI) / Glutaraldehyde (GA) / concanavalin A (Con A) was fabricated by a layer-by-layer assembling technique. K562 cells, as model cancer cells were detected to demonstrate the feasibility of this sensing strategy. Then, novel composite, graphene (GR)- Poly diallyldimethylammonium chloride (PDDA)/L-Cysteine (L- Cys), was explored in ASV which replaced mercury electrodes using for determination of tumor cells. The proposed electrochemical biosensor showed high sensitivity with the detection limit of 60 cells mL-1. More importantly, this novel design of signal amplification probes and the exploration of new composites in mercury-free ASV analysis would provide a promising method for ultrasensitive biosensor preparation and green electrochemical detection of tumor cells.
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Affiliation(s)
- Yue Zheng
- The First Hospital in Qinhuangdao Affiliated to Hebei Medical University, Qinhuangdao 066004, China.
| | - Xiaoyu Wang
- Hebei Key Laboratory of Applied Chemistry, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China
| | - Shengquan He
- Hebei Key Laboratory of Applied Chemistry, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China
| | - Zehua Gao
- Hebei Key Laboratory of Applied Chemistry, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China
| | - Ya Di
- The First Hospital in Qinhuangdao Affiliated to Hebei Medical University, Qinhuangdao 066004, China
| | - Kunling Lu
- The First Hospital in Qinhuangdao Affiliated to Hebei Medical University, Qinhuangdao 066004, China
| | - Kun Li
- Hebei Key Laboratory of Applied Chemistry, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China
| | - Jidong Wang
- Hebei Key Laboratory of Applied Chemistry, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China.
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17
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Ruiyi L, Fangchao C, Haiyan Z, Xiulan S, Zaijun L. Electrochemical sensor for detection of cancer cell based on folic acid and octadecylamine-functionalized graphene aerogel microspheres. Biosens Bioelectron 2018; 119:156-162. [PMID: 30125876 DOI: 10.1016/j.bios.2018.07.060] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Revised: 05/15/2018] [Accepted: 07/28/2018] [Indexed: 01/08/2023]
Abstract
Early diagnosis of cancers is critical for prevention of metastasis and early treatment. The study reports an electrochemical sensor for detection of cancer cell based on folic acid (FA) and octadecylamine (OA)-functionalized graphene aerogel microspheres (FA-GAM-OA). Citric acid was mixed with FA and OA and heated at 180 °C for 4 h to form FA and OA-functionalized graphene oxide. The graphene oxide was employed as solid particle surfactant for stabilizing toluene-in-water emulsion. The graphene oxide sheets in the emulsion were self-assembled into graphene oxide gel microspheres on the water/toluene interfaces. Followed by free drying and reduction in H2 at 400 °C for 5 h. The resulted FA-GAM-OA shows a sphere-like structure with an average diameter of 1.2 µm, the rich of open-pores and folic acid groups. Small particle size and good hydrophilicity make FA-GAM-OA can be dispersed in water for sensor preparation. The small size of graphene sheets and their self-assembly avoid a serious agglomeration of graphene sheets. The FA-GAM-OA offers a large surface area (1723.6 m2 g-1) and high electronic conductivity (2978.2 S m-1). The covalent linkage and ordered alignment of folic acid groups at FA-GAM-OA surface achieve to specific cancer cell capture with high capture efficiency. The electrochemical sensor based on FA-GAM-OA exhibits extremely good analytical performances in detection of liver cancer cells with a linear range of 5-105 cell mL-1 giving a low detection limit of 5 cells mL-1 (S/N = 3). The method was successfully applied to electrochemical detection of liver cancer cells in whole blood.
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Affiliation(s)
- Li Ruiyi
- School of Chemical and Material Engineering, Jiangnan University, Wuxi 214122, China
| | - Cui Fangchao
- School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Zhu Haiyan
- School of Chemical and Material Engineering, Jiangnan University, Wuxi 214122, China
| | - Sun Xiulan
- School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Li Zaijun
- School of Chemical and Material Engineering, Jiangnan University, Wuxi 214122, China; Key Laboratory of Synthetic and Biological Colloids, Ministry of Education, Wuxi 214122, China.
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18
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Furniturewalla A, Chan M, Sui J, Ahuja K, Javanmard M. Fully integrated wearable impedance cytometry platform on flexible circuit board with online smartphone readout. MICROSYSTEMS & NANOENGINEERING 2018; 4:20. [PMID: 31057908 PMCID: PMC6220260 DOI: 10.1038/s41378-018-0019-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Revised: 04/27/2018] [Accepted: 05/09/2018] [Indexed: 05/07/2023]
Abstract
We present a wearable microfluidic impedance cytometer implemented on a flexible circuit wristband with on-line smartphone readout for portable biomarker counting and analysis. The platform contains a standard polydimethylsiloxane (PDMS) microfluidic channel integrated on a wristband, and the circuitry on the wristband is composed of a custom analog lock-in amplification system, a microcontroller with an 8-bit analog-to-digital converter (ADC), and a Bluetooth module wirelessly paired with a smartphone. The lock-in amplification (LIA) system is implemented with a novel architecture which consists of the lock-in amplifier followed by a high-pass filter stage with DC offset subtraction, and a post-subtraction high gain stage enabling detection of particles as small as 2.8 μm using the 8-bit ADC. The Android smartphone application was used to initiate the system and for offline data-plotting and peak counting, and supports online data readout, analysis, and file management. The data is exportable to researchers and medical professionals for in-depth analysis and remote health monitoring. The system, including the microfluidic sensor, microcontroller, and Bluetooth module all fit on the wristband with a footprint of less than 80 cm2. We demonstrate the ability of the system to obtain generalized blood cell counts; however the system can be applied to a wide variety of biomarkers by interchanging the standard microfluidic channel with microfluidic channels designed for biomarker isolation.
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Affiliation(s)
- Abbas Furniturewalla
- Department of Electrical and Computer Engineering, Rutgers, The State University of New Jersey, New Brunswick, USA
| | - Matthew Chan
- Department of Electrical and Computer Engineering, Rutgers, The State University of New Jersey, New Brunswick, USA
| | - Jianye Sui
- Department of Electrical and Computer Engineering, Rutgers, The State University of New Jersey, New Brunswick, USA
| | - Karan Ahuja
- Department of Electrical and Computer Engineering, Rutgers, The State University of New Jersey, New Brunswick, USA
| | - Mehdi Javanmard
- Department of Electrical and Computer Engineering, Rutgers, The State University of New Jersey, New Brunswick, USA
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19
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Hartmann C, Patil R, Lin CP, Niedre M. Fluorescence detection, enumeration and characterization of single circulating cells in vivo: technology, applications and future prospects. Phys Med Biol 2017; 63:01TR01. [PMID: 29240559 DOI: 10.1088/1361-6560/aa98f9] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
There are many diseases and biological processes that involve circulating cells in the bloodstream, such as cancer metastasis, immunology, reproductive medicine, and stem cell therapies. This has driven significant interest in new technologies for the study of circulating cells in small animal research models and clinically. Most currently used methods require drawing and enriching blood samples from the body, but these suffer from a number of limitations. In contrast, 'in vivo flow cytometry' (IVFC) refers to set of technologies that allow study of cells directly in the bloodstream of the organism in vivo. In recent years the IVFC field has grown significantly and new techniques have been developed, including fluorescence microscopy, multi-photon, photo-acoustic, and diffuse fluorescence IVFC. In this paper we review recent technical advances in IVFC, with emphasis on instrumentation, contrast mechanisms, and detection sensitivity. We also describe key applications in biomedical research, including cancer research and immunology. Last, we discuss future directions for IVFC, as well as prospects for broader adoption by the biomedical research community and translation to humans clinically.
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Affiliation(s)
- Carolin Hartmann
- Department of Bioengineering, Northeastern University, Boston, MA 02115, United States of America. Institute of Hydrochemistry, Technical University of Munich, Munich, Germany
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20
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Wang J, Wang X, Tang H, Gao Z, He S, Li J, Han S. Ultrasensitive electrochemical detection of tumor cells based on multiple layer CdS quantum dots-functionalized polystyrene microspheres and graphene oxide - polyaniline composite. Biosens Bioelectron 2017; 100:1-7. [PMID: 28843792 DOI: 10.1016/j.bios.2017.07.077] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Revised: 07/16/2017] [Accepted: 07/31/2017] [Indexed: 01/13/2023]
Abstract
In this work, a novel ultrasensitive electrochemical biosensor was developed for the detection of K562 cell by a signal amplification strategy based on multiple layer CdS QDs functionalized polystyrene microspheres(PS) as bioprobe and graphene oxide(GO) -polyaniline(PANI) composite as modified materials of capture electrode. Due to electrostatic force of different charge, CdS QDs were decorated on the surface of PS by PDDA (poly(diallyldimethyl-ammonium chloride)) through a layer-by-layer(LBL) assemble technology, in which the structure of multiple layer CdS QDs increased the detection signal intensity. Moreover, GO-PANI composite not only enhanced the electron transfer rate, but also increased tumor cells load ratio. The resulting electrochemical biosensor was used to detect K562 cells with a lower detection limit of 3 cellsmL-1 (S/N = 3) and a wider linear range from 10 to 1.0 × 107 cellsmL-1. This sensor was also used for mannosyl groups on HeLa cells and Hct116 cells, which showed high specificity and sensitivity. This signal amplification strategy would provide a novel approach for detection, diagnosis and treatment for tumor cells.
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Affiliation(s)
- Jidong Wang
- Hebei Key Laboratory of Applied Chemistry, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China.
| | - Xiaoyu Wang
- Hebei Key Laboratory of Applied Chemistry, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China.
| | - Hengshan Tang
- Hebei Key Laboratory of Applied Chemistry, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China.
| | - Zehua Gao
- Hebei Key Laboratory of Applied Chemistry, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China.
| | - Shengquan He
- Hebei Key Laboratory of Applied Chemistry, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China.
| | - Jian Li
- Hebei Key Laboratory of Applied Chemistry, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China.
| | - Shumin Han
- Hebei Key Laboratory of Applied Chemistry, School of Environmental and Chemical Engineering, Yanshan University, Qinhuangdao 066004, China; State Key Laboratory of Metastable Materials Science and Technology, Yanshan University, Qinhuangdao 066004, China.
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21
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Kong L, Tang J, Cui M. Multicolor multiphoton in vivo imaging flow cytometry. OPTICS EXPRESS 2016; 24:6126-35. [PMID: 27136806 PMCID: PMC5025233 DOI: 10.1364/oe.24.006126] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 03/06/2016] [Accepted: 03/07/2016] [Indexed: 05/20/2023]
Abstract
In vivo flow cytometry provides a non-invasive way of probing the biology of circulating cells during disease progression and studying cellular response to therapy. However, current methods provide little morphological information which potentially could be new biological marker for early disease diagnosis, and fail to reveal intercellular interactions. Here we report a multi-color, multiphoton in vivo imaging flow cytometry, to image circulating cells within the vasculature of scattering tissues at high spatiotemporal resolution. We apply it in imaging of cellular dynamics in bone marrow through the intact mouse skull, in situ deformability cytometry, distinguishing cellular clusters, and simultaneously monitoring multiple types of trafficking cells based on their morphologies and fluorescence emission colors.
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Affiliation(s)
- Lingjie Kong
- School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907,
USA
| | - Jianyong Tang
- Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892,
USA
| | - Meng Cui
- School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907,
USA
- Department of Biological Sciences, Purdue University, West Lafayette, IN 47907,
USA
- Integrated Imaging Cluster, Purdue University, West Lafayette, IN 47907,
USA
- Bindley Bioscience Center, Purdue University, West Lafayette, IN 47907,
USA
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22
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Kapnisis KK, Pitsillides CM, Prokopi MS, Lapathitis G, Karaiskos C, Eleftheriou PC, Brott BC, Anderson PG, Lemons JE, Anayiotos AS. In vivomonitoring of the inflammatory response in a stented mouse aorta model. J Biomed Mater Res A 2015; 104:227-38. [DOI: 10.1002/jbm.a.35560] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Revised: 08/07/2015] [Accepted: 09/03/2015] [Indexed: 12/19/2022]
Affiliation(s)
- Konstantinos K. Kapnisis
- Department of Mechanical Engineering and Materials Science and Engineering; Cyprus University of Technology; Limassol 3036 Cyprus
| | - Costas M. Pitsillides
- Department of Mechanical Engineering and Materials Science and Engineering; Cyprus University of Technology; Limassol 3036 Cyprus
| | | | - George Lapathitis
- Neurology Clinic E; Cyprus Institute of Neurology and Genetics; Nicosia 2370 Cyprus
| | - Christos Karaiskos
- Neurology Clinic E; Cyprus Institute of Neurology and Genetics; Nicosia 2370 Cyprus
| | - Polyvios C. Eleftheriou
- Department of Mechanical Engineering and Materials Science and Engineering; Cyprus University of Technology; Limassol 3036 Cyprus
| | - Brigitta C. Brott
- Department of Medicine; University of Alabama at Birmingham; Birmingham Alabama 35294-0111
| | - Peter G. Anderson
- Department of Pathology; University of Alabama at Birmingham; Birmingham Alabama 35294-0111
| | - Jack E. Lemons
- Department of Prosthodontics; University of Alabama at Birmingham; Birmingham Alabama 35294-0111
| | - Andreas S. Anayiotos
- Department of Mechanical Engineering and Materials Science and Engineering; Cyprus University of Technology; Limassol 3036 Cyprus
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23
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Suo Y, Liu T, Xie C, Wei D, Tan X, Wu L, Wang X, He H, Shi G, Wei X, Shi C. Near infrared in vivo flow cytometry for tracking fluorescent circulating cells. Cytometry A 2015; 87:878-84. [DOI: 10.1002/cyto.a.22711] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2015] [Revised: 05/27/2015] [Accepted: 06/04/2015] [Indexed: 12/15/2022]
Affiliation(s)
- Yuanzhen Suo
- Med-X Research Institute and School of Biomedical Engineering; Shanghai Jiao Tong University; Shanghai 200030 China
| | - Tao Liu
- Institute of Combined Injury, State Key Laboratory of Trauma, Burns and Combined Injury, Chongqing Engineering Research Center for Nanomedicine, College of Preventive Medicine, Third Military Medical University; Chongqing 400038 China
| | - Chengying Xie
- Med-X Research Institute and School of Biomedical Engineering; Shanghai Jiao Tong University; Shanghai 200030 China
| | - Dan Wei
- Med-X Research Institute and School of Biomedical Engineering; Shanghai Jiao Tong University; Shanghai 200030 China
| | - Xu Tan
- Institute of Combined Injury, State Key Laboratory of Trauma, Burns and Combined Injury, Chongqing Engineering Research Center for Nanomedicine, College of Preventive Medicine, Third Military Medical University; Chongqing 400038 China
| | - Liao Wu
- Institute of Combined Injury, State Key Laboratory of Trauma, Burns and Combined Injury, Chongqing Engineering Research Center for Nanomedicine, College of Preventive Medicine, Third Military Medical University; Chongqing 400038 China
| | - Xiaoling Wang
- Med-X Research Institute and School of Biomedical Engineering; Shanghai Jiao Tong University; Shanghai 200030 China
| | - Hao He
- Med-X Research Institute and School of Biomedical Engineering; Shanghai Jiao Tong University; Shanghai 200030 China
| | - Guohua Shi
- Chinese Academy of Sciences, The Key Laboratory on Adaptive Optics; Chengdu 610209 China
- Chinese Academy of Sciences Institute of Optics and Electronics, The Laboratory on Adaptive Optics; Chengdu 610209 China
| | - Xunbin Wei
- Med-X Research Institute and School of Biomedical Engineering; Shanghai Jiao Tong University; Shanghai 200030 China
| | - Chunmeng Shi
- Institute of Combined Injury, State Key Laboratory of Trauma, Burns and Combined Injury, Chongqing Engineering Research Center for Nanomedicine, College of Preventive Medicine, Third Military Medical University; Chongqing 400038 China
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24
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Markovic S, Li B, Pera V, Sznaier M, Camps O, Niedre M. A computer vision approach to rare cell in vivo fluorescence flow cytometry. Cytometry A 2014; 83:1113-23. [PMID: 24273157 DOI: 10.1002/cyto.a.22397] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2013] [Revised: 05/23/2013] [Accepted: 09/03/2013] [Indexed: 12/25/2022]
Abstract
Noninvasive enumeration of rare circulating cell populations in small animals is of great importance in many areas of biomedical research. In this work, we describe a macroscopic fluorescence imaging system and automated computer vision algorithm that allows in vivo detection, enumeration and tracking of circulating fluorescently-labeled cells from multiple large blood vessels in the ear of a mouse. This imaging system uses a 660 nm laser and a high sensitivity electron-multiplied charge coupled device camera (EMCCD) to acquire fluorescence image sequences from relatively large (∼5 × 5 mm(2) ) imaging areas. The primary technical challenge was developing an automated method for identifying and tracking rare cell events in image sequences with substantial autofluorescence and noise content. To achieve this, we developed a two-step image analysis algorithm that first identified cell candidates in individual frames, and then merged cell candidates into tracks by dynamic analysis of image sequences. The second step was critical since it allowed rejection of >97% of false positive cell counts. Overall, our computer vision IVFC (CV-IVFC) approach allows single-cell detection sensitivity at estimated concentrations of 20 cells/mL of peripheral blood. In addition to simple enumeration, the technique recovers the cell's trajectory, which in the future could be used to automatically identify, for example, in vivo homing and docking events.
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Affiliation(s)
- Stacey Markovic
- Department of Electrical and Computer Engineering, Northeastern University, Boston, Massachusetts, 02115
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Nedosekin DA, Verkhusha VV, Melerzanov AV, Zharov VP, Galanzha EI. In vivo photoswitchable flow cytometry for direct tracking of single circulating tumor cells. CHEMISTRY & BIOLOGY 2014; 21:792-801. [PMID: 24816228 PMCID: PMC4174400 DOI: 10.1016/j.chembiol.2014.03.012] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2013] [Revised: 03/06/2014] [Accepted: 03/21/2014] [Indexed: 02/04/2023]
Abstract
Photoswitchable fluorescent proteins (PSFPs) that change their color in response to light have led to breakthroughs in studying static cells. However, using PSFPs to study cells in dynamic conditions is challenging. Here we introduce a method for in vivo ultrafast photoswitching of PSFPs that provides labeling and tracking of single circulating cells. Using in vivo multicolor flow cytometry, this method demonstrated the capability for studying recirculation, migration, and distribution of circulating tumor cells (CTCs) during metastasis progression. In tumor-bearing mice, it enabled monitoring of real-time dynamics of CTCs released from primary tumor, identifying dormant cells, and imaging of CTCs colonizing a primary tumor (self-seeding) or existing metastasis (reseeding). Integration of genetically encoded PSFPs, fast photoswitching, flow cytometry, and imaging makes in vivo single cell analysis in the circulation feasible to provide insights into the behavior of CTCs and potentially immune-related and bacterial cells in circulation.
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Affiliation(s)
- Dmitry A Nedosekin
- Winthrop P. Rockefeller Cancer Institute, Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences (UAMS), 4301 West Markham, Little Rock, AR 72205, USA
| | - Vladislav V Verkhusha
- Department of Anatomy and Structural Biology and Gruss-Lipper Biophotonics Center, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461, USA
| | - Alexander V Melerzanov
- Moscow Institute of Physics and Technology, 9 Inststitutskii pereulok, Dolgoprudny, Moscow Region 141700, Russian Federation
| | - Vladimir P Zharov
- Winthrop P. Rockefeller Cancer Institute, Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences (UAMS), 4301 West Markham, Little Rock, AR 72205, USA; Moscow Institute of Physics and Technology, 9 Inststitutskii pereulok, Dolgoprudny, Moscow Region 141700, Russian Federation
| | - Ekaterina I Galanzha
- Winthrop P. Rockefeller Cancer Institute, Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences (UAMS), 4301 West Markham, Little Rock, AR 72205, USA.
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Ranc V, Srovnal J, Kvítek L, Hajduch M. Discrimination of circulating tumor cells of breast cancer and colorectal cancer from normal human mononuclear cells using Raman spectroscopy. Analyst 2014; 138:5983-8. [PMID: 23945652 DOI: 10.1039/c3an00855j] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Circulating tumor cells present an important marker of the progress of several cancer diseases including breast and colorectal cancer, and enables an interesting prognosis and diagnostic options that can complement convenient diagnostic techniques based on several imaging methods. Based on its relevance, the analysis of such kinds of cells is within the scope of many research and clinical institutes; however, it still presents a difficult task. Here we used a state-of-the-art micro-Raman microscopic technique to enhance possibilities in the study of circulating tumor cells and their further differentiation. As cytospins present a convenient form of sample collection and preparation, we used this form of sampling as the initial point. Raman presents a non-destructive form of sample analysis and thus the samples can be further used for a method validation. We have considered the influence of fixation methods of the cells, where we found out that the ability of Raman spectroscopy to differentiate between three cell lines strictly depends upon the sample preparation method used. Namely breast (BT 549) and colorectal (HCT 116) circulating tumor cell lines and human mononuclear cells were compared. Methanol and paraformaldehyde methods of fixation were compared to simple drying out of the sample. It has been shown that drying out of the cells enables the best performance to be obtained in cell differentiation and this is demonstrated by the use of principal component analysis, where all three given cell lines were differentiated with a high level of confidence. Next, the cells were also scanned using 1 μm spatial resolution. The acquired data were visualized using both chemigrams and hierarchical clustering analysis.
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Affiliation(s)
- Václav Ranc
- Regional Centre of Advanced Technologies and Materials, Department of Physical Chemistry, Faculty of Science, Palacký University in Olomouc, 17 listopadu 12, 77146 Olomouc, Czech Republic.
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Ulrich H, Bocsi J, Glaser T, Tárnok A. Cytometry in the brain: studying differentiation to diagnostic applications in brain disease and regeneration therapy. Cell Prolif 2014; 47:12-9. [PMID: 24450810 DOI: 10.1111/cpr.12087] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2013] [Accepted: 11/02/2013] [Indexed: 12/30/2022] Open
Abstract
During brain development, a population of uniform embryonic cells migrates and differentiates into a large number of neural phenotypes - origin of the enormous complexity of the adult nervous system. Processes of cell proliferation, differentiation and programmed death of no longer required cells, do not occur only during embryogenesis, but are also maintained during adulthood and are affected in neurodegenerative and neuropsychiatric disease states. As neurogenesis is an endogenous response to brain injury, visible as proliferation (of to this moment silent stem or progenitor cells), its further stimulation can present a treatment strategy in addition to stem cell transfer for cell regeneration therapy. Concise techniques for studying such events in vitro and in vivo permit understanding of underlying mechanisms. Detection of subtle physiological alterations in brain cell proliferation and neurogenesis can be explored, that occur during environmental stimulation, exercise and ageing. Here, we have collected achievements in the field of basic research on applications of cytometry, including automated imaging for quantification of morphological or fluorescence-based parameters in cell cultures, towards imaging of three-dimensional brain architecture together with DNA content and proliferation data. Multi-parameter and more recently in vivo flow cytometry procedures, have been developed for quantification of phenotypic diversity and cell processes that occur during brain development as well as in adulthood, with importance for therapeutic approaches.
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Affiliation(s)
- H Ulrich
- Department of Biochemistry, Institute of Chemistry, University of Sao Paulo, São Paulo, S.P 05508-900, Brazil
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Esmaeilsabzali H, Beischlag TV, Cox ME, Parameswaran AM, Park EJ. Detection and isolation of circulating tumor cells: principles and methods. Biotechnol Adv 2013; 31:1063-84. [PMID: 23999357 DOI: 10.1016/j.biotechadv.2013.08.016] [Citation(s) in RCA: 129] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2013] [Revised: 07/24/2013] [Accepted: 08/19/2013] [Indexed: 12/17/2022]
Abstract
Efforts to improve the clinical management of several cancers include finding better methods for the quantitative and qualitative analysis of circulating tumor cells (CTCs). However, detection and isolation of CTCs from the blood circulation is not a trivial task given their scarcity and the lack of reliable markers to identify these cells. With a variety of emerging technologies, a thorough review of the exploited principles and techniques as well as the trends observed in the development of these technologies can assist researchers to recognize the potential improvements and alternative approaches. To help better understand the related biological concepts, a simplified framework explaining cancer formation and its spread to other organs as well as how CTCs contribute to this process has been presented first. Then, based on their basic working-principles, the existing methods for detection and isolation of CTCs have been classified and reviewed as nucleic acid-based, physical properties-based and antibody-based methods. The review of literature suggests that antibody-based methods, particularly in conjunction with a microfluidic lab-on-a-chip setting, offer the highest overall performance for detection and isolation of CTCs. Further biological and engineering-related research is required to improve the existing methods. These include finding more specific markers for CTCs as well as enhancing the throughput, sensitivity, and analytic functionality of current devices.
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Affiliation(s)
- Hadi Esmaeilsabzali
- School of Mechatronic Systems Engineering, Simon Fraser University, 250-13450 102nd Avenue, Surrey, V3T 0A3, BC, Canada; Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby, V5A 1S6, BC, Canada; School of Engineering Science, Simon Fraser University, 8888 University Drive, Burnaby, V5A 1S6, BC, Canada
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Nedosekin DA, Sarimollaoglu M, Galanzha EI, Sawant R, Torchilin VP, Verkhusha VV, Ma J, Frank MH, Biris AS, Zharov VP. Synergy of photoacoustic and fluorescence flow cytometry of circulating cells with negative and positive contrasts. JOURNAL OF BIOPHOTONICS 2013; 6:425-34. [PMID: 22903924 PMCID: PMC3521072 DOI: 10.1002/jbio.201200047] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2012] [Revised: 07/06/2012] [Accepted: 07/17/2012] [Indexed: 05/03/2023]
Abstract
In vivo photoacoustic (PA) and fluorescence flow cytometry were previously applied separately using pulsed and continuous wave lasers respectively, and positive contrast detection mode only. This paper introduces a real-time integration of both techniques with positive and negative contrast modes using only pulsed lasers. Various applications of this new tool are summarized, including detection of liposomes loaded with Alexa-660 dye, red blood cells labeled with Indocyanine Green, B16F10 melanoma cells co-expressing melanin and green fluorescent protein (GFP), C8161-GFP melanoma cells targeted by magnetic nanoparticles, MTLn3 adenocarcinoma cells expressing novel near-infrared iRFP protein, and quantum dot-carbon nanotube conjugates. Negative contrast flow cytometry provided label-free detection of low absorbing or weakly fluorescent cells in blood absorption and autofluorescence background, respectively. The use of pulsed laser for time-resolved discrimination of objects with long fluorescence lifetime (e.g., quantum dots) from shorter autofluorescence background (e.g., blood plasma) is also highlighted in this paper. The supplementary nature of PA and fluorescence detection increased the versatility of the integrated method for simultaneous detection of probes and cells having various absorbing and fluorescent properties, and provided verification of PA data using a more established fluorescence based technique.
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Affiliation(s)
- Dmitry A Nedosekin
- Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA.
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Kahn E, Tissot N, Frere P, Dauphin A, Boumhras M, Bachelet CM, Frouin F, Lizard G. Fluorescence excitation analysis by two-photon confocal laser scanning microscopy: a new method to identify fluorescent nanoparticles on histological tissue sections. Int J Nanomedicine 2012; 7:5545-54. [PMID: 23109806 PMCID: PMC3481855 DOI: 10.2147/ijn.s33875] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
In the present study, we make use of the ability of two-photon confocal laser scanning microscopes (CLSMs) equipped with tunable lasers to produce spectral excitation image sequences. Furthermore, unmixing, which is usually performed on emission image sequences, is performed on these excitation image sequences. We use factor analysis of medical image sequences (FAMIS), which produces factor images, to unmix spectral image sequences of stained structures in tissue sections to provide images of characterized stained cellular structures. This new approach is applied to histological tissue sections of mouse aorta containing labeled iron nanoparticles stained with Texas Red and counterstained with SYTO13, to obtain visual information about the accumulation of these nanoparticles in the arterial wall. The possible presence of Texas Red is determined using a two-photon CLSM associated with FAMIS via the excitation spectra. Texas Red and SYTO13 are thus differentiated, and corresponding factor images specify their possible presence and cellular localization. In conclusion, the designed protocol shows that sequences of images obtained by excitation in a two-photon CLSM enables characterization of Texas Red-stained nanoparticles and other markers. This methodology offers an alternative and complementary solution to the conventional use of emission spectra unmixing to localize fluorescent nanoparticles in tissue samples.
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Affiliation(s)
- Edmond Kahn
- Institut National de la Santé et de la Recherche Médicale U678/UMR-S UPMC, CHU Pitié-Salpêtrière, Paris, France.
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Tuchin VV, Tárnok A, Zharov VP. In vivo flow cytometry: a horizon of opportunities. Cytometry A 2011; 79:737-45. [PMID: 21915991 PMCID: PMC3663136 DOI: 10.1002/cyto.a.21143] [Citation(s) in RCA: 106] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2011] [Accepted: 08/24/2011] [Indexed: 12/12/2022]
Abstract
Flow cytometry (FCM) has been a fundamental tool of biological discovery for many years. Invasive extraction of cells from a living organism, however, may lead to changes in cell properties and prevents studying cells in their native environment. These problems can be overcome by use of in vivo FCM, which provides detection and imaging of circulating normal and abnormal cells directly in blood or lymph flow. The goal of this review is to provide a brief history, features, and challenges of this new generation of FCM methods and instruments. Spectrum of possibilities of in vivo FCM in biological science (e.g., cell metabolism, immune function, or apoptosis) and medical fields (e.g., cancer, infection, and cardiovascular disorder) including integrated photoacoustic-photothermal theranostics of circulating abnormal cells are discussed with focus on recent advances of this new platform.
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Affiliation(s)
- Valery V. Tuchin
- Research-Educational Institute of Optics and Biophotonics, Saratov State University, Saratov, 410012 Russia
- Institute of Precise Mechanics and Control, Russian Academy of Sciences, Saratov 410028, Russia
- University of Oulu, Oulu, FI-90014 Finland
| | - Attila Tárnok
- Pediatric Cardiology, Heart Center, University of Leipzig, Leipzig, G04289 Germany
| | - Vladimir P. Zharov
- Phillips Classic Laser and Nanomedicine Laboratories, University of Arkansas for Medical Sciences, Little Rock, Arkansas, 72205 USA
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