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1.
Biotechnol Bioeng ; 116(9): 2393-2411, 2019 09.
Article in English | MEDLINE | ID: mdl-31112285

ABSTRACT

The new and rapid advancement in the complexity of biologics drug discovery has been driven by a deeper understanding of biological systems combined with innovative new therapeutic modalities, paving the way to breakthrough therapies for previously intractable diseases. These exciting times in biomedical innovation require the development of novel technologies to facilitate the sophisticated, multifaceted, high-paced workflows necessary to support modern large molecule drug discovery. A high-level aspiration is a true integration of "lab-on-a-chip" methods that vastly miniaturize cellulmical experiments could transform the speed, cost, and success of multiple workstreams in biologics development. Several microscale bioprocess technologies have been established that incrementally address these needs, yet each is inflexibly designed for a very specific process thus limiting an integrated holistic application. A more fully integrated nanoscale approach that incorporates manipulation, culture, analytics, and traceable digital record keeping of thousands of single cells in a relevant nanoenvironment would be a transformative technology capable of keeping pace with today's rapid and complex drug discovery demands. The recent advent of optical manipulation of cells using light-induced electrokinetics with micro- and nanoscale cell culture is poised to revolutionize both fundamental and applied biological research. In this review, we summarize the current state of the art for optical manipulation techniques and discuss emerging biological applications of this technology. In particular, we focus on promising prospects for drug discovery workflows, including antibody discovery, bioassay development, antibody engineering, and cell line development, which are enabled by the automation and industrialization of an integrated optoelectronic single-cell manipulation and culture platform. Continued development of such platforms will be well positioned to overcome many of the challenges currently associated with fragmented, low-throughput bioprocess workflows in biopharma and life science research.


Subject(s)
Automation , Biological Products , Drug Discovery , Lab-On-A-Chip Devices , Humans
2.
Nat Nanotechnol ; 12(5): 460-466, 2017 05.
Article in English | MEDLINE | ID: mdl-28192391

ABSTRACT

Developing a new tool capable of high-precision electrophysiological recording of a large network of electrogenic cells has long been an outstanding challenge in neurobiology and cardiology. Here, we combine nanoscale intracellular electrodes with complementary metal-oxide-semiconductor (CMOS) integrated circuits to realize a high-fidelity all-electrical electrophysiological imager for parallel intracellular recording at the network level. Our CMOS nanoelectrode array has 1,024 recording/stimulation 'pixels' equipped with vertical nanoelectrodes, and can simultaneously record intracellular membrane potentials from hundreds of connected in vitro neonatal rat ventricular cardiomyocytes. We demonstrate that this network-level intracellular recording capability can be used to examine the effect of pharmaceuticals on the delicate dynamics of a cardiomyocyte network, thus opening up new opportunities in tissue-based pharmacological screening for cardiac and neuronal diseases as well as fundamental studies of electrogenic cells and their networks.


Subject(s)
Diagnostic Imaging , Heart Diseases/metabolism , Heart Ventricles/metabolism , Membrane Potentials , Myocytes, Cardiac/metabolism , Animals , Electrodes , Heart Diseases/pathology , Heart Diseases/physiopathology , Heart Ventricles/pathology , Myocytes, Cardiac/pathology , Rats
3.
Nature ; 496(7446): 461-8, 2013 Apr 25.
Article in English | MEDLINE | ID: mdl-23467089

ABSTRACT

Despite their importance, the molecular circuits that control the differentiation of naive T cells remain largely unknown. Recent studies that reconstructed regulatory networks in mammalian cells have focused on short-term responses and relied on perturbation-based approaches that cannot be readily applied to primary T cells. Here we combine transcriptional profiling at high temporal resolution, novel computational algorithms, and innovative nanowire-based perturbation tools to systematically derive and experimentally validate a model of the dynamic regulatory network that controls the differentiation of mouse TH17 cells, a proinflammatory T-cell subset that has been implicated in the pathogenesis of multiple autoimmune diseases. The TH17 transcriptional network consists of two self-reinforcing, but mutually antagonistic, modules, with 12 novel regulators, the coupled action of which may be essential for maintaining the balance between TH17 and other CD4(+) T-cell subsets. Our study identifies and validates 39 regulatory factors, embeds them within a comprehensive temporal network and reveals its organizational principles; it also highlights novel drug targets for controlling TH17 cell differentiation.


Subject(s)
Cell Differentiation/genetics , Gene Regulatory Networks/genetics , Th17 Cells/cytology , Th17 Cells/metabolism , Animals , Cells, Cultured , DNA/genetics , DNA/metabolism , Forkhead Transcription Factors/metabolism , Gene Knockdown Techniques , Genome/genetics , Interferon-gamma/biosynthesis , Interleukin-2/genetics , Mice , Mice, Inbred C57BL , Nanowires , Neoplasm Proteins/metabolism , Nuclear Proteins/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Reproducibility of Results , Silicon , Th17 Cells/immunology , Time Factors , Trans-Activators/metabolism , Transcription Factors/metabolism , Transcription, Genetic/genetics , fas Receptor/metabolism
4.
Article in English | MEDLINE | ID: mdl-23486552

ABSTRACT

Brain-machine interfaces (BMIs) that can precisely monitor and control neural activity will likely require new hardware with improved resolution and specificity. New nanofabricated electrodes with feature sizes and densities comparable to neural circuits may lead to such improvements. In this perspective, we review the recent development of vertical nanowire (NW) electrodes that could provide highly parallel single-cell recording and stimulation for future BMIs. We compare the advantages of these devices and discuss some of the technical challenges that must be overcome for this technology to become a platform for next-generation closed-loop BMIs.


Subject(s)
Brain/physiology , Microelectrodes , Nanowires , Nerve Net/physiology , User-Computer Interface , Animals , Brain/cytology , Electric Stimulation/methods , Humans , Intracellular Fluid/physiology , Nerve Net/cytology
5.
Nano Lett ; 13(1): 153-8, 2013 Jan 09.
Article in English | MEDLINE | ID: mdl-23244056

ABSTRACT

Developing a detailed understanding of enzyme function in the context of an intracellular signal transduction pathway requires minimally invasive methods for probing enzyme activity in situ. Here, we describe a new method for monitoring enzyme activity in living cells by sandwiching live cells between two vertical silicon nanowire (NW) arrays. Specifically, we use the first NW array to immobilize the cells and then present enzymatic substrates intracellularly via the second NW array by utilizing the NWs' ability to penetrate cellular membranes without affecting cells' viability or function. This strategy, when coupled with fluorescence microscopy and mass spectrometry, enables intracellular examination of protease, phosphatase, and protein kinase activities, demonstrating the assay's potential in uncovering the physiological roles of various enzymes.


Subject(s)
Enzymes/metabolism , Nanowires , HeLa Cells , Humans , Mass Spectrometry , Microscopy, Fluorescence
6.
Nat Nanotechnol ; 7(3): 180-4, 2012 Jan 10.
Article in English | MEDLINE | ID: mdl-22231664

ABSTRACT

Deciphering the neuronal code--the rules by which neuronal circuits store and process information--is a major scientific challenge. Currently, these efforts are impeded by a lack of experimental tools that are sensitive enough to quantify the strength of individual synaptic connections and also scalable enough to simultaneously measure and control a large number of mammalian neurons with single-cell resolution. Here, we report a scalable intracellular electrode platform based on vertical nanowires that allows parallel electrical interfacing to multiple mammalian neurons. Specifically, we show that our vertical nanowire electrode arrays can intracellularly record and stimulate neuronal activity in dissociated cultures of rat cortical neurons and can also be used to map multiple individual synaptic connections. The scalability of this platform, combined with its compatibility with silicon nanofabrication techniques, provides a clear path towards simultaneous, high-fidelity interfacing with hundreds of individual neurons.


Subject(s)
Electrophysiology/instrumentation , Nanowires , Neurons/physiology , Patch-Clamp Techniques/instrumentation , Action Potentials/physiology , Animals , Cells, Cultured , Computer Simulation , Electrodes , HEK293 Cells , Humans , Models, Biological , Rats
7.
Proc Natl Acad Sci U S A ; 107(5): 1870-5, 2010 Feb 02.
Article in English | MEDLINE | ID: mdl-20080678

ABSTRACT

A generalized platform for introducing a diverse range of biomolecules into living cells in high-throughput could transform how complex cellular processes are probed and analyzed. Here, we demonstrate spatially localized, efficient, and universal delivery of biomolecules into immortalized and primary mammalian cells using surface-modified vertical silicon nanowires. The method relies on the ability of the silicon nanowires to penetrate a cell's membrane and subsequently release surface-bound molecules directly into the cell's cytosol, thus allowing highly efficient delivery of biomolecules without chemical modification or viral packaging. This modality enables one to assess the phenotypic consequences of introducing a broad range of biological effectors (DNAs, RNAs, peptides, proteins, and small molecules) into almost any cell type. We show that this platform can be used to guide neuronal progenitor growth with small molecules, knock down transcript levels by delivering siRNAs, inhibit apoptosis using peptides, and introduce targeted proteins to specific organelles. We further demonstrate codelivery of siRNAs and proteins on a single substrate in a microarray format, highlighting this technology's potential as a robust, monolithic platform for high-throughput, miniaturized bioassays.


Subject(s)
Drug Delivery Systems/methods , Nanowires/chemistry , Silicon/chemistry , Animals , Base Sequence , Cells, Cultured , HeLa Cells , Humans , Luminescent Proteins/genetics , Microscopy, Electron, Scanning , Nanowires/ultrastructure , Plasmids/administration & dosage , Plasmids/genetics , RNA, Small Interfering/administration & dosage , RNA, Small Interfering/genetics , Rats , Recombinant Proteins/genetics , Transfection
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