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1.
Science ; 375(6578): 315-320, 2022 01 21.
Artículo en Inglés | MEDLINE | ID: mdl-35050652

RESUMEN

Fast and selective isolation of single cells with unique spatial and morphological traits remains a technical challenge. Here, we address this by establishing high-speed image-enabled cell sorting (ICS), which records multicolor fluorescence images and sorts cells based on measurements from image data at speeds up to 15,000 events per second. We show that ICS quantifies cell morphology and localization of labeled proteins and increases the resolution of cell cycle analyses by separating mitotic stages. We combine ICS with CRISPR-pooled screens to identify regulators of the nuclear factor κB (NF-κB) pathway, enabling the completion of genome-wide image-based screens in about 9 hours of run time. By assessing complex cellular phenotypes, ICS substantially expands the phenotypic space accessible to cell-sorting applications and pooled genetic screening.


Asunto(s)
Citometría de Flujo , Imagen Óptica , Transporte Activo de Núcleo Celular , Animales , Sistemas CRISPR-Cas , Núcleo Celular/metabolismo , Forma de la Célula , Técnicas Genéticas , Genoma , Genoma Humano , Humanos , Microscopía Fluorescente , Mitosis , FN-kappa B/metabolismo , Orgánulos/ultraestructura , Fenotipo , Factor de Transcripción ReIA/metabolismo
2.
Anal Chem ; 90(19): 11280-11289, 2018 10 02.
Artículo en Inglés | MEDLINE | ID: mdl-30138557

RESUMEN

Microalgal biofuels and biomass have ecofriendly advantages as feedstocks. Improved understanding and utilization of microalgae require large-scale analysis of the morphological and metabolic heterogeneity within populations. Here, with Euglena gracilis as a model microalgal species, we evaluate how fluorescence- and brightfield-derived-image-based descriptors vary during environmental stress at the single-cell level. This is achieved with a new multiparameter fluorescence-imaging cytometric technique that allows the assaying of thousands of cells per experiment. We track morphological changes, including the intensity and distribution of intracellular lipid droplets, and pigment autofluorescence. The combined fluorescence-morphological analysis identifies new metrics not accessible with traditional flow cytometry, including the lipid-to-cell-area ratio (LCAR), which shows promise as an indicator of oil productivity per biomass. Single-cell metrics of lipid productivity were highly correlated ( R2 > 0.90, p < 0.005) with bulk oil extraction. Such chemomorphological atlases of algal species can help optimize growth conditions and selection approaches for large-scale biomass production.


Asunto(s)
Euglena gracilis/citología , Euglena gracilis/metabolismo , Citometría de Flujo , Imagen Óptica , Análisis de la Célula Individual/métodos , Espacio Intracelular/metabolismo
3.
Microsyst Nanoeng ; 4: 21, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-31057909

RESUMEN

Standard tissue culture of adherent cells is known to poorly replicate physiology and often entails suspending cells in solution for analysis and sorting, which modulates protein expression and eliminates intercellular connections. To allow adherent culture and processing in flow, we present 3D-shaped hydrogel cell microcarriers, which are designed with a recessed nook in a first dimension to provide a tunable shear-stress shelter for cell growth, and a dumbbell shape in an orthogonal direction to allow for self-alignment in a confined flow, important for processing in flow and imaging flow cytometry. We designed a method to rapidly design, using the genetic algorithm, and manufacture the microcarriers at scale using a transient liquid molding optofluidic approach. The ability to precisely engineer the microcarriers solves fundamental challenges with shear-stress-induced cell damage during liquid-handling, and is poised to enable adherent cell culture, in-flow analysis, and sorting in a single format.

4.
Lab Chip ; 17(5): 842-854, 2017 02 28.
Artículo en Inglés | MEDLINE | ID: mdl-28164203

RESUMEN

Vesicle transport is a major underlying mechanism of cell communication. Inhibiting vesicle transport in brain cells results in blockage of neuronal signals, even in intact neuronal networks. Modulating intracellular vesicle transport can have a huge impact on the development of new neurotherapeutic concepts, but only if we can specifically interfere with intracellular transport patterns. Here, we propose to modulate motion of intracellular lipid vesicles in rat cortical neurons based on exogenously bioconjugated and cell internalized superparamagnetic iron oxide nanoparticles (SPIONs) within microengineered magnetic gradients on-chip. Upon application of 6-126 pN on intracellular vesicles in neuronal cells, we explored how the magnetic force stimulus impacts the motion pattern of vesicles at various intracellular locations without modulating the entire cell morphology. Altering vesicle dynamics was quantified using, mean square displacement, a caging diameter and the total traveled distance. We observed a de-acceleration of intercellular vesicle motility, while applying nanomagnetic forces to cultured neurons with SPIONs, which can be explained by a decrease in motility due to opposing magnetic force direction. Ultimately, using nanomagnetic forces inside neurons may permit us to stop the mis-sorting of intracellular organelles, proteins and cell signals, which have been associated with cellular dysfunction. Furthermore, nanomagnetic force applications will allow us to wirelessly guide axons and dendrites by exogenously using permanent magnetic field gradients.


Asunto(s)
Movimiento Celular , Corteza Cerebral/citología , Liposomas/metabolismo , Nanopartículas de Magnetita , Neuronas/metabolismo , Vesículas Transportadoras/metabolismo , Animales , Movimiento Celular/fisiología , Movimiento Celular/efectos de la radiación , Células Cultivadas , Técnicas Citológicas , Dispositivos Laboratorio en un Chip , Campos Magnéticos , Neuronas/citología , Ratas
5.
Adv Mater ; 27(48): 7970-8, 2015 Dec 22.
Artículo en Inglés | MEDLINE | ID: mdl-26509252

RESUMEN

Microparticles with complex 3D shape and composition are produced using a novel fabrication method, optical transient liquid molding, in which a 2D light pattern exposes a photopolymer precursor stream shaped along the flow axis by software-aided inertial flow engineering.


Asunto(s)
Diseño Asistido por Computadora , Microesferas , Fenómenos Ópticos , Programas Informáticos , Anisotropía , Imanes/química , Factores de Tiempo
6.
Lab Chip ; 15(5): 1226-9, 2015 Mar 07.
Artículo en Inglés | MEDLINE | ID: mdl-25628032

RESUMEN

Antimicrobials remain an integral part of the treatment of patients with an infection. New microfluidic technologies are poised to help clinicians prescribe the right antimicrobials, sooner, reducing long hospital stays and improving outcomes. Given that current microbiologic diagnostic testing methods require a significant turnaround time (days), clinicians, in general, initially empirically determine a suitable therapy. After review of laboratory data, including information regarding the susceptibility of the microbial pathogen to specific anti-infectives, a clinician will then make alterations in therapy as appropriate, to direct therapy toward the pathogen involved in the illness. Important steps needed to quickly ascertain this information include the timely isolation of the microorganism, followed by direct antibiotic susceptibility tests (ASTs) or determination of the presence within the microorganism of any resistance genes or proteins that will impair the activity of a potential therapy. Recent microfluidic technologies highlighted here that can intrinsically interface at the scale of the organisms are starting to address these challenges by improving the speed and accuracy of tests aimed at helping physicians to give the right antimicrobials sooner.

7.
Adv Mater ; 27(6): 1083-9, 2015 Feb 11.
Artículo en Inglés | MEDLINE | ID: mdl-25537971

RESUMEN

A process to surface pattern polydimethylsiloxane (PDMS) with ferromagnetic structures of varying sizes (micrometer to millimeter) and thicknesses (>70 µm) is developed. Their flexibility and magnetic reach are utilized to confer dynamic, additive properties to a variety of substrates, such as coverslips and Eppendorf tubes. It is found that these substrates can generate additional modes of magnetic droplet manipulation, and can tunably steer magnetic-cell organization.


Asunto(s)
Aleaciones/química , Dimetilpolisiloxanos/química , Galvanoplastia/métodos , Imanes , Técnicas Analíticas Microfluídicas/instrumentación , Aleaciones/efectos de la radiación , Cristalización , Dimetilpolisiloxanos/efectos de la radiación , Módulo de Elasticidad , Diseño de Equipo , Análisis de Falla de Equipo , Campos Magnéticos , Ensayo de Materiales , Miniaturización , Tamaño de la Partícula
8.
Lab Chip ; 14(21): 4197-204, 2014 Nov 07.
Artículo en Inglés | MEDLINE | ID: mdl-25268387

RESUMEN

The ability to control the shape of a flow in a passive microfluidic device enables potential applications in chemical reaction control, particle separation, and complex material fabrication. Recent work has demonstrated the concept of sculpting fluid streams in a microchannel using a set of pillars or other structures that individually deform a flow in a predictable pre-computed manner. These individual pillars are then placed in a defined sequence within the channel to yield the composition of the individual flow deformations - and ultimately complex user-defined flow shapes. In this way, an elegant mathematical operation can yield the final flow shape for a sequence without an experiment or additional numerical simulation. Although these approaches allow for programming complex flow shapes without understanding the detailed fluid mechanics, the design of an arbitrary flow shape of interest remains difficult, requiring significant design iteration. The development of intuitive basic operations (i.e. higher-level functions that consist of combinations of obstacles) that act on the flow field to create a basis for more complex transformations would be useful in systematically achieving a desired flow shape. Here, we show eight transformations that could serve as a partial basis for more complex transformations. We initially used in-house, freely available custom software (uFlow), which allowed us to arrive at these transformations that include making a fluid stream concave and convex, tilting, stretching, splitting, adding a vertex, shifting, and encapsulating another flow stream. The pillar sequences corresponding to these transformations were subsequently fabricated and optically analyzed using confocal imaging - yielding close agreement with uFlow-predicted shapes. We performed topological analysis on each transformation, characterizing potential sequences leading to these outputs and trends associated with changing diameter and placement of the pillars. We classify operations into four sets of sequence-building concatenations: stacking, recursion, mirroring, and shaping. The developed basis should help in the design of microfluidic systems that have a phenomenal variety of applications, such as optofluidic lensing, enhanced heat transfer, or new polymer fiber design.


Asunto(s)
Diseño de Equipo/métodos , Técnicas Analíticas Microfluídicas/instrumentación , Simulación por Computador , Modelos Teóricos
10.
Lab Chip ; 14(5): 828-32, 2014 Mar 07.
Artículo en Inglés | MEDLINE | ID: mdl-24473594

RESUMEN

In this issue we highlight a collection of recent work in which microfluidic parallelization and automation have been employed to address the increasing need for large amounts of quantitative data concerning cellular function--from correlating microRNA levels to protein expression, increasing the throughput and reducing the noise when studying protein dynamics in single-cells, and understanding how signal dynamics encodes information. The painstaking dissection of cellular pathways one protein at a time appears to be coming to an end, leading to more rapid discoveries which will inevitably translate to better cellular control--in producing useful gene products and treating disease at the individual cell level. From these studies it is also clear that development of large scale mutant or fusion libraries, automation of microscopy, image analysis, and data extraction will be key components as microfluidics contributes its strengths to aid systems biology moving forward.


Asunto(s)
MicroARNs/análisis , Microfluídica/métodos , Proteínas/metabolismo , Citometría de Flujo , Humanos , Microfluídica/instrumentación , Proteínas/química , Transducción de Señal , Análisis de Matrices Tisulares
11.
ACS Synth Biol ; 2(2): 111-20, 2013 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-23656374

RESUMEN

We characterize the appearance of a constitutive promoter element in the commonly used cI repressor-encoding BioBrick BBa_C0051. We have termed this promoter element pKAT. Full pKAT activity is created by the ordered assembly of sequences in BBa_C0051 downstream of the cI gene encoding the 11 amino acid LVA proteolytic degradation tag, a BioBrick standard double-TAA stop codon, a genetic barcode, and part of the RFC10 SpeI-XbaI BioBrick scar. Placing BBa_C0051 or other pKAT containing parts upstream of other functional RNA coding elements in a polycistronic context may therefore lead to the unintended transcription of the downstream elements. The frequent reuse of pKAT or pKAT-like containing basic parts in the Registry of Biological Parts has resulted in approximately 5% of registry parts encoding at least one instance of a predicted pKAT promoter located directly upstream of a ribosome binding site and ATG start codon. This example highlights that even seemingly simple modifications of a part's sequence (in this case addition of degradation tags and barcodes) may be sufficient to unexpectedly change the contextual behavior of a part and reaffirms the inherent challenge in carefully characterizing the behavior of standardized biological parts across a broad range of reasonable use scenarios.


Asunto(s)
Regiones Promotoras Genéticas , Transcripción Genética , Secuencia de Bases , Sitios de Unión , Humanos , Datos de Secuencia Molecular , Ribosomas/genética , Sitio de Iniciación de la Transcripción
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