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Dive into the research topics where Mingjie Dai is active.

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Featured researches published by Mingjie Dai.


Nature | 2012

Complex shapes self-assembled from single-stranded DNA tiles

Bryan Wei; Mingjie Dai; Peng Yin

Programmed self-assembly of strands of nucleic acid has proved highly effective for creating a wide range of structures with desired shapes. A particularly successful implementation is DNA origami, in which a long scaffold strand is folded by hundreds of short auxiliary strands into a complex shape. Modular strategies are in principle simpler and more versatile and have been used to assemble DNA or RNA tiles into periodic and algorithmic two-dimensional lattices, extended ribbons and tubes, three-dimensional crystals, polyhedra and simple finite two-dimensional shapes. But creating finite yet complex shapes from a large number of uniquely addressable tiles remains challenging. Here we solve this problem with the simplest tile form, a ‘single-stranded tile’ (SST) that consists of a 42-base strand of DNA composed entirely of concatenated sticky ends and that binds to four local neighbours during self-assembly. Although ribbons and tubes with controlled circumferences have been created using the SST approach, we extend it to assemble complex two-dimensional shapes and tubes from hundreds (in some cases more than one thousand) distinct tiles. Our main design feature is a self-assembled rectangle that serves as a molecular canvas, with each of its constituent SST strands—folded into a 3 nm-by-7 nm tile and attached to four neighbouring tiles—acting as a pixel. A desired shape, drawn on the canvas, is then produced by one-pot annealing of all those strands that correspond to pixels covered by the target shape; the remaining strands are excluded. We implement the strategy with a master strand collection that corresponds to a 310-pixel canvas, and then use appropriate strand subsets to construct 107 distinct and complex two-dimensional shapes, thereby establishing SST assembly as a simple, modular and robust framework for constructing nanostructures with prescribed shapes from short synthetic DNA strands.


Nature Methods | 2014

Multiplexed 3D cellular super-resolution imaging with DNA-PAINT and Exchange-PAINT

Ralf Jungmann; Maier S. Avendaño; Johannes B. Woehrstein; Mingjie Dai; William M. Shih; Peng Yin

Super-resolution fluorescence microscopy is a powerful tool for biological research, but obtaining multiplexed images for a large number of distinct target species remains challenging. Here we use the transient binding of short fluorescently labeled oligonucleotides (DNA-PAINT, a variation of point accumulation for imaging in nanoscale topography) for simple and easy-to-implement multiplexed super-resolution imaging that achieves sub-10-nm spatial resolution in vitro on synthetic DNA structures. We also report a multiplexing approach (Exchange-PAINT) that allows sequential imaging of multiple targets using only a single dye and a single laser source. We experimentally demonstrate ten-color super-resolution imaging in vitro on synthetic DNA structures as well as four-color two-dimensional (2D) imaging and three-color 3D imaging of proteins in fixed cells.


Nature Methods | 2016

Quantitative super-resolution imaging with qPAINT

Ralf Jungmann; Maier S. Avendaño; Mingjie Dai; Johannes B. Woehrstein; Sarit S. Agasti; Zachary Feiger; Avital A. Rodal; Peng Yin

Counting molecules in complexes is challenging, even with super-resolution microscopy. Here, we use the programmable and specific binding of dye-labeled DNA probes to count integer numbers of targets. This method, called quantitative points accumulation in nanoscale topography (qPAINT), works independently of dye photophysics for robust counting with high precision and accuracy over a wide dynamic range. qPAINT was benchmarked on DNA nanostructures and demonstrated for cellular applications by quantifying proteins in situ and the number of single-molecule FISH probes bound to an mRNA target.


Nature Nanotechnology | 2016

Optical imaging of individual biomolecules in densely packed clusters

Mingjie Dai; Ralf Jungmann; Peng Yin

Recent advances in fluorescence super-resolution microscopy have allowed subcellular features and synthetic nanostructures down to 10–20 nm in size to be imaged. However, the direct optical observation of individual molecular targets (∼5 nm) in a densely packed biomolecular cluster remains a challenge. Here, we show that such discrete molecular imaging is possible using DNA-PAINT (points accumulation for imaging in nanoscale topography)—a super-resolution fluorescence microscopy technique that exploits programmable transient oligonucleotide hybridization—on synthetic DNA nanostructures. We examined the effects of a high photon count, high blinking statistics and an appropriate blinking duty cycle on imaging quality, and developed a software-based drift correction method that achieves <1 nm residual drift (root mean squared) over hours. This allowed us to image a densely packed triangular lattice pattern with ∼5 nm point-to-point distance and to analyse the DNA origami structural offset with ångström-level precision (2 Å) from single-molecule studies. By combining the approach with multiplexed exchange-PAINT imaging, we further demonstrated an optical nanodisplay with 5 × 5 nm pixel size and three distinct colours with <1 nm cross-channel registration accuracy. DNA-PAINT, a super-resolution fluorescence microscopy technique that exploits programmable transient oligonucleotide hybridization, can be used to image densely packed triangular lattice patterns with molecular-level resolution and ångström-level precision.


Nano Letters | 2013

Isothermal Self-Assembly of Complex DNA Structures under Diverse and Biocompatible Conditions

Cameron Myhrvold; Mingjie Dai; Pamela A. Silver; Peng Yin

Nucleic acid nanotechnology has enabled researchers to construct a wide range of multidimensional structures in vitro. Until recently, most DNA-based structures were assembled by thermal annealing using high magnesium concentrations and nonphysiological environments. Here, we describe a DNA self-assembly system that can be tuned to form a complex target structure isothermally at any prescribed temperature or homogeneous condition within a wide range. We were able to achieve isothermal assembly between 15 and 69 °C in a predictable fashion by altering the strength of strand-strand interactions in several different ways, for example, domain length, GC content, and linker regions between domains. We also observed the assembly of certain structures under biocompatible conditions, that is, at physiological pH, temperature, and salinity in the presence of the molecular crowding agent polyethylene glycol (PEG) mimicking the cellular environment. This represents an important step toward the self-assembly of geometrically precise DNA or RNA structures in vivo.


ACS Nano | 2017

Reconfigurable Three-Dimensional Gold Nanorod Plasmonic Nanostructures Organized on DNA Origami Tripod

Pengfei Zhan; Palash K. Dutta; Pengfei Wang; Gang Song; Mingjie Dai; Shu-Xia Zhao; Zhen-Gang Wang; Peng Yin; Wei Zhang; Baoquan Ding; Yonggang Ke

Distinct electromagnetic properties can emerge from the three-dimensional (3D) configuration of a plasmonic nanostructure. Furthermore, the reconfiguration of a dynamic plasmonic nanostructure, driven by physical or chemical stimuli, may generate a tailored plasmonic response. In this work, we constructed a 3D reconfigurable plasmonic nanostructure with controllable, reversible conformational transformation using bottom-up DNA self-assembly. Three gold nanorods (AuNRs) were positioned onto a reconfigurable DNA origami tripod. The internanorod angle and distance were precisely tuned through operating the origami tripod by toehold-mediated strand displacement. The transduction of conformational change manifested into a controlled shift of the plasmonic resonance peak, which was studied by dark-field microscopy, and agrees well with electrodynamic calculations. This new 3D plasmonic nanostructure not only provides a method to study the plasmonic resonance of AuNRs at prescribed 3D conformations but also demonstrates that DNA origami can serve as a general self-assembly platform for constructing various 3D reconfigurable plasmonic nanostructures with customized optical properties.


Journal of the American Chemical Society | 2013

Design Space for Complex DNA Structures

Bryan Wei; Mingjie Dai; Cameron Myhrvold; Yonggang Ke; Ralf Jungmann; Peng Yin

Nucleic acids have emerged as effective materials for assembling complex nanoscale structures. To tailor the structures to function optimally for particular applications, a broad structural design space is desired. Despite the many discrete and extended structures demonstrated in the past few decades, the design space remains to be fully explored. In particular, the complex finite-sized structures produced to date have been typically based on a small number of structural motifs. Here, we perform a comprehensive study of the design space for complex DNA structures, using more than 30 distinct motifs derived from single-stranded tiles. These motifs self-assemble to form structures with diverse strand weaving patterns and specific geometric properties, such as curvature and twist. We performed a systematic study to control and characterize the curvature of the structures, and constructed a flat structure with a corrugated strand pattern. The work here reveals the broadness of the design space for complex DNA nanostructures.


Science | 2017

Single-stranded DNA and RNA origami

Dongran Han; Xiaodong Qi; Cameron Myhrvold; Bei Wang; Mingjie Dai; Shuoxing Jiang; Maxwell Bates; Yan Liu; Byoungkwon An; Fei Zhang; Hao Yan; Peng Yin

Large origami from a single strand Nanostructures created by origami-like folding of nucleic acids are usually formed by base-pairing interactions between multiple strands. Han et al. show that large origami (up to 10,000 nucleotides for DNA and 6000 nucleotides for RNA) can be created in simple shapes, such as a rhombus or a heart. A single strand can be folded smoothly into structurally complex but knot-free structures by using partially complemented double-stranded DNA and the cohesion of parallel crossovers. The use of single strands also enables in vitro synthesis of these structures. Science, this issue p. eaao2648 Large nanostructures of up to 10,000 nucleotides can be formed by folding a single nucleic acid strand. INTRODUCTION Self-folding of an information-carrying polymer into a compact particle with defined structure and function (for example, folding of a polypeptide into a protein) is foundational to biology and offers attractive potential as a synthetic strategy. Over the past three decades, nucleic acids have been used to create a variety of complex nanoscale shapes and devices. In particular, multiple DNA strands have been designed to self-assemble into user-specified structures, with or without the help of a long scaffold strand. In recent years, RNA has also emerged as a unique, programmable material, offering distinct advantages for molecular self-assembly. On the other hand, biological macromolecules, such as proteins (or protein domains), typically fold from a single polymer into a well-defined compact structure. The ability to fold de novo designed nucleic acid nanostructures in a similar manner would enable unimolecular folding instead of multistrand assembly and even replication of such structures. However, a general strategy to construct large [>1000 nucleotides (nt)] single-stranded origami (ssOrigami) remains to be demonstrated where a single-stranded nucleic acid folds into a user-specified shape. RATIONALE The key challenge for constructing a compact single-stranded structure is to achieve structural complexity, programmability, and generality while maintaining the topological simplicity of strand routing (to avoid putative kinetic traps imposed by knots) and hence ensuring smooth folding. The key innovation of our study is to use partially complemented double-stranded DNA or RNA and parallel crossover cohesion to construct such a structurally complex yet knot-free structure that can be folded smoothly from a single strand. RESULTS Here, we demonstrate a framework to design and synthesize a single DNA or RNA strand to efficiently self-fold into an unknotted compact ssOrigami structure that approximates an arbitrary user-prescribed target shape. The generality of the method was validated by the construction of 18 multikilobase DNA and 5 RNA ssOrigami, including a ~10,000-nt DNA structure (37 times larger than the previous largest discrete single-stranded DNA nanostructure) and a ~6000-nt RNA structure (10 times larger than the previous largest RNA structure). The raster-filling nature of ssOrigami permitted the experimental construction of programmable patterns of markers (for example, a “smiley” face) and cargoes on its surface, its single-strandedness enabled the demonstration of facile replication of the strand in vitro and in living cells, and its programmability allowed us to codify the design process and develop a web-based automated design tool. CONCLUSION The work here establishes that unimolecular DNA or RNA folding, similar to multicomponent self-assembly, is a fundamental, general, and practically tractable strategy for constructing user-specified and replicable nucleic acid nanostructures, and expands the design space and material scalability for bottom-up nanotechnology. Folding of DNA or RNA ssOrigami structures. (A) Multiple DNA strands have been designed to self-assemble without (left) or with (middle) a long scaffold strand. Here, we fold single long DNA or RNA strands into target shapes (right). (B) Schematics and atomic force microscopy images of single-stranded DNA (top three rows) and RNA (bottom row) nanostructures


Nano Letters | 2017

Rapid Sequential in Situ Multiplexing with DNA Exchange Imaging in Neuronal Cells and Tissues

Yu Wang; Johannes B. Woehrstein; Noah Donoghue; Mingjie Dai; Maier S. Avendaño; Ron C.J. Schackmann; Jason J. Zoeller; Shan Shan H. Wang; Paul W. Tillberg; Demian Park; Sylvain W. Lapan; Edward S. Boyden; Joan S. Brugge; Pascal S. Kaeser; George M. Church; Sarit S. Agasti; Ralf Jungmann; Peng Yin

To decipher the molecular mechanisms of biological function, it is critical to map the molecular composition of individual cells or even more importantly tissue samples in the context of their biological environment in situ. Immunofluorescence (IF) provides specific labeling for molecular profiling. However, conventional IF methods have finite multiplexing capabilities due to spectral overlap of the fluorophores. Various sequential imaging methods have been developed to circumvent this spectral limit but are not widely adopted due to the common limitation of requiring multirounds of slow (typically over 2 h at room temperature to overnight at 4 °C in practice) immunostaining. We present here a practical and robust method, which we call DNA Exchange Imaging (DEI), for rapid in situ spectrally unlimited multiplexing. This technique overcomes speed restrictions by allowing for single-round immunostaining with DNA-barcoded antibodies, followed by rapid (less than 10 min) buffer exchange of fluorophore-bearing DNA imager strands. The programmability of DEI allows us to apply it to diverse microscopy platforms (with Exchange Confocal, Exchange-SIM, Exchange-STED, and Exchange-PAINT demonstrated here) at multiple desired resolution scales (from ∼300 nm down to sub-20 nm). We optimized and validated the use of DEI in complex biological samples, including primary neuron cultures and tissue sections. These results collectively suggest DNA exchange as a versatile, practical platform for rapid, highly multiplexed in situ imaging, potentially enabling new applications ranging from basic science, to drug discovery, and to clinical pathology.


bioRxiv | 2017

Rapid Sequential In Situ Multiplexing With DNA-Exchange-Imaging

Yu Wang; Johannes B. Woehrstein; Noah Donoghue; Mingjie Dai; Maier S. Avendaño; Ron C.J. Schackmann; Shan Shan Wang; Paul W. Tillberg; Demian Park; Sylvain W. Lapan; Edward S. Boyden; Joan S. Brugge; Pascal S. Kaeser; George M. Church; Sarit S. Agasti; Ralf Jungmann; Peng Yin

To decipher the molecular mechanism of biological function, it is critical to map the molecular composition of individual cells in the context of their biological environment in situ. Immunofluorescence (IF) provides specific labeling for molecular profiling. However, conventional IF methods have finite multiplexing capabilities due to spectral overlap of the fluorophores. Various sequential imaging methods have been developed to circumvent this spectral limit, but are not widely adopted due to the common limitation of requiring multi-rounds of slow (typically over 2 hours at room temperature to overnight at 4 °C in practice) immunostaining. DNA-Exchange-Imaging is a practical platform for rapid in situ spectrally-unlimited multiplexing. This technique overcomes speed restrictions by allowing for single-step immunostaining with DNA-barcoded antibodies, followed by rapid (less than 10 minutes) buffer exchange of fluorophore-bearing DNA imager strands. By eliminating the need for multiple rounds of immunostaining, DEI enables rapid spectrally unlimited sequential imaging. The programmability of DNA-Exchange-Imaging allows us to further adapt it to diverse microscopy platforms (with Exchange-Confocal, Exchange-SIM, Exchange-STED, and Exchange-PAINT demonstrated here), achieving highly multiplexed in situ protein visualization in diverse samples (including neuronal and tumor cells as well as fresh-frozen or paraffin-embedded tissue sections) and at multiple desired resolution scales (from ~300 nm down to sub-20-nm). Validation highlights include 8-target imaging using single-channel Exchange-Confocal in tens of micron thick retina tissue sections in 2-3 hours (as compared to days required in principle by previous methods using comparable equipment), and 8-target super-resolution imaging with ~20 nm resolution using Exchange-PAINT in primary neurons. These results collectively suggest DNA-Exchange as a versatile, practical platform for rapid, highly multiplexed in situ imaging, potentially enabling new applications ranging from basic science, to drug discovery, and to clinical pathology.

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Yonggang Ke

Georgia Institute of Technology

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Demian Park

Massachusetts Institute of Technology

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