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1.
bioRxiv ; 2023 Dec 04.
Article in English | MEDLINE | ID: mdl-38106126

ABSTRACT

Ultrasmall silver sulfide nanoparticles (Ag 2 S-NP) have been identified as promising contrast agents for a number of modalities and in particular for dual-energy mammography. These Ag 2 S-NP have demonstrated marked advantages over clinically available agents with the ability to generate higher contrast with high biocompatibility. However, current synthesis methods are low-throughput and highly time-intensive, limiting the possibility of large animal studies or eventual clinical use of this potential imaging agent. We herein report the use of a scalable silicon microfluidic system (SSMS) for the large-scale synthesis of Ag 2 S-NP. Using SSMS chips with 1 channel, 10 parallelized channels, and 256 parallelized channels, we determined that the Ag 2 S-NP produced were of similar quality as measured by core size, concentration, UV-visible spectrometry, and in vitro contrast generation. Moreover, by combining parallelized chips with increasing reagent concentration, we were able to increase output by an overall factor of 3,400. We also found that in vivo imaging contrast generation was consistent across synthesis methods and confirmed renal clearance of the ultrasmall nanoparticles. Finally, we found best-in-class clearance of the Ag 2 S-NP occurred within 24 hours. These studies have identified a promising method for the large-scale production of Ag 2 S-NP, paving the way for eventual clinical translation.

2.
Microsyst Nanoeng ; 8: 46, 2022.
Article in English | MEDLINE | ID: mdl-35498338

ABSTRACT

Droplet microfluidics is based on a toolbox of several established unit operations, including droplet generation, incubation, mixing, pico-injection, and sorting. In the last two decades, the development of droplet microfluidic systems, which incorporate these multiple unit operations into a workflow, has demonstrated unique capabilities in fields ranging from single-cell transcriptomic analyses to materials optimization. One unit operation that is sorely underdeveloped in droplet microfluidics is washing, exchange of the fluid in a droplet with a different fluid. Here, we demonstrate what we name the "pico-washer," a unit operation capable of simultaneously adding fluid to and removing fluid from droplets in flow while requiring only a small footprint on a microfluidic chip. We describe the fabrication strategy, device architecture, and process parameters required for stable operation of this technology, which is capable of operating with kHz droplet throughput. Furthermore, we provide an image processing workflow to characterize the washing process with microsecond and micrometer resolution. Finally, we demonstrate the potential for integrated droplet workflows by arranging two of these unit operations in series with a droplet generator, describe a design rule for stable operation of the pico-washer when integrated into a system, and validate this design rule experimentally. We anticipate that this technology will contribute to continued development of the droplet microfluidics toolbox and the realization of novel droplet-based, multistep biological and chemical assays.

3.
Nano Lett ; 22(11): 4315-4324, 2022 06 08.
Article in English | MEDLINE | ID: mdl-35588529

ABSTRACT

Extracellular vesicles (EVs) have attracted enormous attention for their diagnostic and therapeutic potential. However, it has proven challenging to achieve the sensitivity to detect individual nanoscale EVs, the specificity to distinguish EV subpopulations, and a sufficient throughput to study EVs among an enormous background. To address this fundamental challenge, we developed a droplet-based optofluidic platform to quantify specific individual EV subpopulations at high throughput. The key innovation of our platform is parallelization of droplet generation, processing, and analysis to achieve a throughput (∼20 million droplets/min) more than 100× greater than typical microfluidics. We demonstrate that the improvement in throughput enables EV quantification at a limit of detection = 9EVs/µL, a >100× improvement over gold standard methods. Additionally, we demonstrate the clinical potential of this system by detecting human EVs in complex media. Building on this work, we expect this technology will allow accurate quantification of rare EV subpopulations for broad biomedical applications.


Subject(s)
Extracellular Vesicles , Enzyme-Linked Immunosorbent Assay , Humans , Microfluidics
4.
Small ; 17(3): e2005793, 2021 01.
Article in English | MEDLINE | ID: mdl-33345457

ABSTRACT

Cells are complex machines whose behaviors arise from their internal collection of dynamically interacting organelles, supramolecular complexes, and cytoplasmic chemicals. The current understanding of the nature by which subcellular biology produces cell-level behaviors is limited by the technological hurdle of measuring the large number (>103 ) of small-sized (<1 µm) heterogeneous organelles and subcellular structures found within each cell. In this review, the emergence of a suite of micro- and nano-technologies for studying intracellular biology on the scale of organelles is described. Devices that use microfluidic and microelectronic components for 1) extracting and isolating subcellular structures from cells and lysate; 2) analyzing the physiology of individual organelles; and 3) recreating subcellular assembly and functions in vitro, are described. The authors envision that the continued development of single organelle technologies and analyses will serve as a foundation for organelle systems biology and will allow new insight into fundamental and clinically relevant biological questions.


Subject(s)
Microfluidics , Organelles , Biology
5.
Development ; 146(16)2019 08 19.
Article in English | MEDLINE | ID: mdl-31371376

ABSTRACT

Reciprocal epithelial-mesenchymal signaling is essential for morphogenesis, including branching of the lung. In the mouse, mesenchymal cells differentiate into airway smooth muscle that wraps around epithelial branches, but this contractile tissue is absent from the early avian lung. Here, we have found that branching morphogenesis in the embryonic chicken lung requires extracellular matrix (ECM) remodeling driven by reciprocal interactions between the epithelium and mesenchyme. Before branching, the basement membrane wraps the airway epithelium as a spatially uniform sheath. After branch initiation, however, the basement membrane thins at branch tips; this remodeling requires mesenchymal expression of matrix metalloproteinase 2, which is necessary for branch extension but for not branch initiation. As branches extend, tenascin C (TNC) accumulates in the mesenchyme several cell diameters away from the epithelium. Despite its pattern of accumulation, TNC is expressed exclusively by epithelial cells. Branch extension coincides with deformation of adjacent mesenchymal cells, which correlates with an increase in mesenchymal fluidity at branch tips that may transport TNC away from the epithelium. These data reveal novel epithelial-mesenchymal interactions that direct ECM remodeling during airway branching morphogenesis.


Subject(s)
Extracellular Matrix/physiology , Lung/embryology , Matrix Metalloproteinases/metabolism , Mesoderm/embryology , Respiratory Mucosa/embryology , Animals , Basement Membrane/embryology , Body Fluids/physiology , Cell Shape , Chick Embryo , Extracellular Matrix/enzymology , Lung/enzymology , Lung/metabolism , Mesoderm/enzymology , Morphogenesis , Respiratory Mucosa/enzymology , Tenascin/metabolism , Tissue Culture Techniques
6.
Biophys J ; 112(11): 2419-2427, 2017 Jun 06.
Article in English | MEDLINE | ID: mdl-28591614

ABSTRACT

Collective cell migration underlies many biological processes, including embryonic development, wound healing, and cancer progression. In the embryo, cells have been observed to move collectively in vortices using a mode of collective migration known as coherent angular motion (CAM). To determine how CAM arises within a population and changes over time, here, we study the motion of mammary epithelial cells within engineered monolayers, in which the cells move collectively about a central axis in the tissue. Using quantitative image analysis, we find that CAM is significantly reduced when mitosis is suppressed. Particle-based simulations recreate the observed trends, suggesting that cell divisions drive the robust emergence of CAM and facilitate switches in the direction of collective rotation. Our simulations predict that the location of a dividing cell, rather than the orientation of the division axis, facilitates the onset of this motion. These predictions agree with experimental observations, thereby providing, to our knowledge, new insight into how cell divisions influence CAM within a tissue. Overall, these findings highlight the dynamic nature of CAM and suggest that regulating cell division is crucial for tuning emergent collective migratory behaviors, such as vortical motions observed in vivo.


Subject(s)
Cell Division/physiology , Cell Movement/physiology , Animals , Cell Division/drug effects , Cell Line , Cell Movement/drug effects , Computer Simulation , Epithelial Cells/drug effects , Epithelial Cells/physiology , Feedback, Physiological , Fluorescent Antibody Technique , Mammary Glands, Animal/drug effects , Mammary Glands, Animal/physiology , Mice , Mitomycin/pharmacology , Models, Biological , Motion , Nucleic Acid Synthesis Inhibitors/pharmacology , Stochastic Processes
7.
Cell Mol Life Sci ; 74(10): 1819-1834, 2017 05.
Article in English | MEDLINE | ID: mdl-28008471

ABSTRACT

Cell-generated forces drive an array of biological processes ranging from wound healing to tumor metastasis. Whereas experimental techniques such as traction force microscopy are capable of quantifying traction forces in multidimensional systems, the physical mechanisms by which these forces induce changes in tissue form remain to be elucidated. Understanding these mechanisms will ultimately require techniques that are capable of quantifying traction forces with high precision and accuracy in vivo or in systems that recapitulate in vivo conditions, such as microfabricated tissues and engineered substrata. To that end, here we review the fundamentals of traction forces, their quantification, and the use of microfabricated tissues designed to study these forces during cell migration and tissue morphogenesis. We emphasize the differences between traction forces in two- and three-dimensional systems, and highlight recently developed techniques for quantifying traction forces.


Subject(s)
Bioprinting/methods , Cell Movement , Mechanotransduction, Cellular , Microtechnology/methods , Morphogenesis , Tissue Engineering/methods , Animals , Bioprinting/instrumentation , Cell Adhesion , Computer Simulation , Equipment Design , Humans , Microtechnology/instrumentation , Models, Biological , Tissue Engineering/instrumentation
8.
Cancer Res ; 76(18): 5277-87, 2016 09 15.
Article in English | MEDLINE | ID: mdl-27503933

ABSTRACT

Breast tumors are stiffer and more hypoxic than nonmalignant breast tissue. Here we report that stiff and hypoxic microenvironments promote the development of breast cancer stem-like cells (CSC) through modulation of the integrin-linked kinase ILK. Depleting ILK blocked stiffness and hypoxia-dependent acquisition of CSC marker expression and behavior, whereas ectopic expression of ILK stimulated CSC development under softer or normoxic conditions. Stiff microenvironments also promoted tumor formation and metastasis in ovo, where depleting ILK significantly abrogated the tumorigenic and metastatic potential of invasive breast cancer cells. We further found that the ILK-mediated phenotypes induced by stiff and hypoxic microenvironments are regulated by PI3K/Akt. Analysis of human breast cancer specimens revealed an association between substratum stiffness, ILK, and CSC markers, insofar as ILK and CD44 were expressed in cancer cells located in tumor regions predicted to be stiff. Our results define ILK as a key mechanotransducer in modulating breast CSC development in response to tissue mechanics and oxygen tension. Cancer Res; 76(18); 5277-87. ©2016 AACR.


Subject(s)
Breast Neoplasms/pathology , Neoplastic Stem Cells/pathology , Protein Serine-Threonine Kinases/metabolism , Tumor Microenvironment/physiology , Animals , Breast Neoplasms/enzymology , Cell Hypoxia/physiology , Cell Line, Tumor , Female , Flow Cytometry , Humans , Image Processing, Computer-Assisted , Immunoblotting , Mice , Neoplastic Stem Cells/enzymology , Real-Time Polymerase Chain Reaction , Time-Lapse Imaging
9.
Methods ; 94: 4-12, 2016 Feb 01.
Article in English | MEDLINE | ID: mdl-26318086

ABSTRACT

Mechanotransduction is often described in the context of force-induced changes in molecular conformation, but molecular-scale mechanical stimuli arise in vivo in the context of complex, multicellular tissue structures. For this reason, we highlight and review experimental methods for investigating mechanotransduction across multiple length scales. We begin by discussing techniques that probe the response of individual molecules to applied force. We then move up in length scale to highlight techniques aimed at uncovering how cells transduce mechanical stimuli into biochemical activity. Finally, we discuss approaches for determining how these stimuli arise in multicellular structures. We expect that future work will combine techniques across these length scales to provide a more comprehensive understanding of mechanotransduction.


Subject(s)
Mechanotransduction, Cellular , Animals , Biomechanical Phenomena , Cell Culture Techniques , Cells, Cultured , Epithelial Cells/physiology , Fluorescence Resonance Energy Transfer , Humans , Microscopy, Atomic Force
10.
Curr Opin Genet Dev ; 32: 80-5, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25748251

ABSTRACT

Forces arising from contractile actomyosin filaments help shape tissue form during morphogenesis. Developmental events that result from actomyosin contractility include tissue elongation, bending, budding, and collective migration. Here, we highlight recent insights into these morphogenetic processes from the perspective of actomyosin contractility as a key regulator. Emphasis is placed on a range of results obtained through live imaging, culture, and computational methods. Combining these approaches in the future has the potential to generate a robust, quantitative understanding of tissue morphodynamics.


Subject(s)
Actomyosin/physiology , Computational Biology/methods , Developmental Biology/methods , Diagnostic Imaging/methods , Morphogenesis/physiology , Biomechanical Phenomena , Cell Movement/physiology
11.
Nanotechnology ; 23(30): 305301, 2012 Aug 03.
Article in English | MEDLINE | ID: mdl-22751003

ABSTRACT

Orchestrated structure evolution is an alternative nanomanufacturing approach that combines the advantages of top-down patterning and bottom-up self-organizing growth. It relies upon tool-directed patterning to create 'seed' locations on a surface from which a subsequent deposition process produces the final, merged film. Despite its demonstrated ability to reduce patterning time by orders of magnitude, our prior reliance on mass transfer limited deposition and square seed arrays resulted in extraneous film growth along pattern edges, thereby limiting the pattern quality of the final film. Here, quality improvements are demonstrated by modeling and tuning the growth mechanism of the deposition step to include charge transfer effects. In addition, a seed positioning optimization technique derived from simulated annealing is introduced as a method for relocating the seeds to minimize film overgrowth at the pattern edges. These improvements enable OSE to maintain geometric quality while substantially reducing the time and cost compared to traditional direct-write manufacturing methods.

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