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Wikswo JP, Block FE, Cliffel DE, Goodwin CR, Marasco CC, Markov DA, McLean DL, McLean JA, McKenzie JR, Reiserer RS, Samson PC, Schaffer DK, Seale KT, Sherrod SD. Engineering challenges for instrumenting and controlling integrated organ-on-chip systems. IEEE Trans Biomed Eng 2013; 60:682-90. [PMID: 23380852 PMCID: PMC3696887 DOI: 10.1109/tbme.2013.2244891] [Citation(s) in RCA: 132] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
The sophistication and success of recently reported microfabricated organs-on-chips and human organ constructs have made it possible to design scaled and interconnected organ systems that may significantly augment the current drug development pipeline and lead to advances in systems biology. Physiologically realistic live microHuman (μHu) and milliHuman (mHu) systems operating for weeks to months present exciting and important engineering challenges such as determining the appropriate size for each organ to ensure appropriate relative organ functional activity, achieving appropriate cell density, providing the requisite universal perfusion media, sensing the breadth of physiological responses, and maintaining stable control of the entire system, while maintaining fluid scaling that consists of ~5 mL for the mHu and ~5 μL for the μHu. We believe that successful mHu and μHu systems for drug development and systems biology will require low-volume microdevices that support chemical signaling, microfabricated pumps, valves and microformulators, automated optical microscopy, electrochemical sensors for rapid metabolic assessment, ion mobility-mass spectrometry for real-time molecular analysis, advanced bioinformatics, and machine learning algorithms for automated model inference and integrated electronic control. Toward this goal, we are building functional prototype components and are working toward top-down system integration.
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Affiliation(s)
- John P. Wikswo
- Departments of Biomedical Engineering, Molecular Physiology & Biophysics, and Physics, and Astronomy, Vanderbilt University, Nashville, TN 37235-1807 USA
| | - Frank E. Block
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235-1631 USA
| | - David E. Cliffel
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235-1822 USA
| | - Cody R. Goodwin
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235-1822 USA
| | - Christina C. Marasco
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235-1631 USA
| | - Dmitry A. Markov
- Department of Cancer Biology, Vanderbilt University, Nashville, TN 37232-6840 USA
| | - David L. McLean
- Department of Physics & Astronomy, Vanderbilt University, Nashville, TN 37235-1807 USA
| | - John A. McLean
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235-1822 USA
| | | | - Ronald S. Reiserer
- Department of Physics & Astronomy, Vanderbilt University, Nashville, TN 37235-1807 USA
| | - Philip C. Samson
- Department of Physics & Astronomy, Vanderbilt University, Nashville, TN 37235-1807 USA
| | - David K. Schaffer
- Department of Physics & Astronomy, Vanderbilt University, Nashville, TN 37235-1807 USA
| | - Kevin T. Seale
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235-1631 USA
| | - Stacy D. Sherrod
- Department of Physics & Astronomy, Vanderbilt University, Nashville, TN 37235-1807 USA
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Abstract
We describe a single quantum dot tracking method that can be used to monitor individual proteins in the membrane of living cells. Unlike conventional fluorescent dyes, quantum dots (fluorescent semiconductor nanocrystals) have high quantum yields, narrow emission wavelengths, and excellent photostability, making them ideal probes in single-molecule detection. This technique has been applied to study the dynamics of various membrane proteins including glycine receptors, nerve growth factors, kinesin motors, and γ-aminobutyric acid receptors. In this chapter, a basic introduction and experimental setup for single quantum dot labeling of a target protein is given. In addition, data acquisition and analysis of time-lapse single quantum dot imaging with sample protocols are provided.
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Summers HD, Holton MD, Rees P, Williams PM, Thornton CA. Analysis of quantum dot fluorescence stability in primary blood mononuclear cells. Cytometry A 2011; 77:933-9. [PMID: 21290467 DOI: 10.1002/cyto.a.20932] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
A quantitative assessment of fluorescence signal generation and persistence in blood cells, measured at multiple points over a time course, is presented. Quantum dots (QDs) are inorganic fluorophores that are photostable and nonmetabolized and so can provide quantitative measures of cell biology over multiple cell generations. However, if the potential of these nanoparticles for long-term reporting is to be realized, an understanding of the stability of their fluorescence in living cells is essential. CdTe/ZnS and CdSe/ZnS core/shell dots with peak emission wavelengths of 705 nm and 585 nm, respectively, were loaded, via endocytosis into mononuclear cells extracted from primary blood and flow cytometry used to measure the average fluorescence intensity per cell within populations >10⁴. Time-based study showed a saturation-limited uptake of QDs with a characteristic time of 20 min and a maximum fluorescence signal that is linearly proportional to dot solution concentration. The fluorescence signal decreases after attachment and internalization within cells and is accurately described by a biexponential decay with a rapid initial decay followed by a much slower signal loss with characteristic times of 435 and 7,000 min respectively. Comparison with control samples indicates that interaction with the culture media is a major contributory factor to the initial signal decay. These results provide phenomenological descriptions of the evolving QD fluorescence within live cells with associated analytical equations that allow quantitative assessment of QD-based assays.
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Affiliation(s)
- Huw D Summers
- Multidisciplinary Nanotechnology Center, School of Engineering, Swansea University, Swansea SA28PP, United Kingdom.
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Enders JR, Marasco CC, Kole A, Nguyen B, Sundarapandian S, Seale KT, Wikswo JP, McLean JA. Towards monitoring real-time cellular response using an integrated microfluidics-matrix assisted laser desorption ionisation/nanoelectrospray ionisation-ion mobility-mass spectrometry platform. IET Syst Biol 2010; 4:416-27. [PMID: 21073240 PMCID: PMC4254925 DOI: 10.1049/iet-syb.2010.0012] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The combination of microfluidic cell trapping devices with ion mobility-mass spectrometry offers the potential for elucidating in real time the dynamic responses of small populations of cells to paracrine signals, changes in metabolite levels and delivery of drugs and toxins. Preliminary experiments examining peptides in methanol and recording the interactions of yeast and Jurkat cells with their superfusate have identified instrumental set-up and control parameters and online desalting procedures. Numerous initial experiments demonstrate and validate this new instrumental platform. Future outlooks and potential applications are addressed, specifically how this instrumentation may be used for fully automated systems biology studies of the significantly interdependent, dynamic internal workings of cellular metabolic and signalling pathways.
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Affiliation(s)
- Jeffrey R. Enders
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37235
- Vanderbilt Institute for Integrative Biosystems Research and Education, Vanderbilt University, Nashville, TN 37235
| | - Christina C. Marasco
- Vanderbilt Institute for Integrative Biosystems Research and Education, Vanderbilt University, Nashville, TN 37235
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235
| | - Ayeeshik Kole
- Vanderbilt Institute for Integrative Biosystems Research and Education, Vanderbilt University, Nashville, TN 37235
| | - Bao Nguyen
- Vanderbilt Institute for Integrative Biosystems Research and Education, Vanderbilt University, Nashville, TN 37235
| | - Sevugarajan Sundarapandian
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37235
| | - Kevin T. Seale
- Vanderbilt Institute for Integrative Biosystems Research and Education, Vanderbilt University, Nashville, TN 37235
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235
| | - John P. Wikswo
- Vanderbilt Institute for Integrative Biosystems Research and Education, Vanderbilt University, Nashville, TN 37235
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235
- Department of Physics and Astronomy, Vanderbilt University, Nashville, TN 37235
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN 37235
| | - John A. McLean
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37235
- Vanderbilt Institute for Integrative Biosystems Research and Education, Vanderbilt University, Nashville, TN 37235
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Faley S, Seale K, Hughey J, Schaffer DK, VanCompernolle S, McKinney B, Baudenbacher F, Unutmaz D, Wikswo JP. Microfluidic platform for real-time signaling analysis of multiple single T cells in parallel. LAB ON A CHIP 2008; 8:1700-12. [PMID: 18813394 PMCID: PMC4160168 DOI: 10.1039/b719799c] [Citation(s) in RCA: 111] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Deciphering the signaling pathways that govern stimulation of naïve CD4+ T helper cells by antigen-presenting cells via formation of the immunological synapse is key to a fundamental understanding of the progression of successful adaptive immune response. The study of T cell-APC interactions in vitro is challenging, however, due to the difficulty of tracking individual, non-adherent cell pairs over time. Studying single cell dynamics over time reveals rare, but critical, signaling events that might be averaged out in bulk experiments, but these less common events are undoubtedly important for an integrated understanding of a cellular response to its microenvironment. We describe a novel application of microfluidic technology that overcomes many limitations of conventional cell culture and enables the study of hundreds of passively sequestered hematopoietic cells for extended periods of time. This microfluidic cell trap device consists of 440 18 micromx18 micromx10 microm PDMS, bucket-like structures opposing the direction of flow which serve as corrals for cells as they pass through the cell trap region. Cell viability analysis revealed that more than 70% of naïve CD4+ T cells (TN), held in place using only hydrodynamic forces, subsequently remain viable for 24 hours. Cytosolic calcium transients were successfully induced in TN cells following introduction of chemical, antibody, or cellular forms of stimulation. Statistical analysis of TN cells from a single stimulation experiment reveals the power of this platform to distinguish different calcium response patterns, an ability that might be utilized to characterize T cell signaling states in a given population. Finally, we investigate in real time contact- and non-contact-based interactions between primary T cells and dendritic cells, two main participants in the formation of the immunological synapse. Utilizing the microfluidic traps in a daisy-chain configuration allowed us to observe calcium transients in TN cells exposed only to media conditioned by secretions of lipopolysaccharide-matured dendritic cells, an event which is easily missed in conventional cell culture where large media-to-cell ratios dilute cellular products. Further investigation into this intercellular signaling event indicated that LPS-matured dendritic cells, in the absence of antigenic stimulation, secrete chemical signals that induce calcium transients in T(N) cells. While the stimulating factor(s) produced by the mature dendritic cells remains to be identified, this report illustrates the utility of these microfluidic cell traps for analyzing arrays of individual suspension cells over time and probing both contact-based and intercellular signaling events between one or more cell populations.
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Affiliation(s)
- Shannon Faley
- Vanderbilt Institute for Integrative Biosystems Research and Education (VIIBRE), Department of Biomedical Engineering, School of Medicine, Vanderbilt University, Nashville, TN 37235, USA
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Liu Y, Franzen S. Factors determining the efficacy of nuclear delivery of antisense oligonucleotides by gold nanoparticles. Bioconjug Chem 2008; 19:1009-16. [PMID: 18393455 DOI: 10.1021/bc700421u] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The present study investigates the applicability of nanoparticle delivery vectors for two-stage targeting that involves both cell entry by endocytosis and nuclear targeting using viral peptide signals. A nanoparticle vector consists of four components: a carrier nanoparticle, a stabilizer, targeting peptides, and a therapeutic cargo. Extensive study of bovine serum albumin (BSA)-peptide stabilized nanoparticle conjugates demonstrated limitations of these systems due to colloidal instability when oligonucleotides and multiple peptides were attached to the BSA protein. We found that the widely used protein streptavidin (SA) was an appropriate alternative to BSA for cell-targeting experiments. Targeting peptides and gene splicing oligonucleotides were attached to SA-nanoparticles using biotin labels. The present study uses a gene-splicing assay as a test for oligonucleotide delivery to the cell nucleus. Successful modification of gene splicing by an antisense oligonucleotide indicates that the latter must have crossed the plasma membrane, entered the nucleus, found the target sequence in the newly transcribed pre-mRNA, and hybridized to it in the spliceosome strongly enough to displace the splicing factors designed to interact with the target sequence. Targeting nanoparticles that carry gene-splicing oligonucleotides were compared with a control experiment that used lipofectamine (LF). While enhanced activity was observed in the control experiment, in the presence of LF, no gene splicing was observed for the nanoparticle targeting vectors without LF. We conclude that sequestration of cargo from the harsh conditions of the endosome is a desirable strategy for cell-targeting nanoparticles.
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Affiliation(s)
- Yanli Liu
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, USA
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Shi C, Zhu Y, Cerwinka WH, Zhau HE, Marshall FF, Simons JW, Nie S, Chung LW. Quantum Dots: Emerging applications in urologic oncology. Urol Oncol 2008; 26:86-92. [DOI: 10.1016/j.urolonc.2007.03.018] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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