Roles of RNA scaffolding in nanoscale Gag multimerization and selective protein sorting at HIV membranes.

HIV-1 Gag proteins can multimerize upon the viral genomic RNA or multiple random cellular messenger RNAs to form a virus particle or a virus-like particle, respectively. To date, whether the two types of particles form via the same Gag multimerization process has remained unclarified. Using photoactivated localization microscopy to illuminate Gag organizations and dynamics at the nanoscale, here, we showed that genomic RNA mediates Gag multimerization in a more cluster-centric, cooperative, and spatiotemporally coordinated fashion, with the ability to drive dense Gag clustering dependent on its ability to act as a long-stranded scaffold not easily attainable by cellular messenger RNAs. These differences in Gag multimerization were further shown to affect downstream selective protein sorting into HIV membranes, indicating that the choice of RNA for packaging can modulate viral membrane compositions. These findings should advance the understanding of HIV assembly and further benefit the development of virus-like particle-based therapeutics.

Spatially resolved expression landscape and gene-regulatory network of human gastric corpus epithelium.

Molecular knowledge of human gastric corpus epithelium remains incomplete. Here, by integrated analyses using single-cell RNA sequencing (scRNA-seq), spatial transcriptomics, and single-cell assay for transposase accessible chromatin sequencing (scATAC-seq) techniques, we uncovered the spatially resolved expression landscape and gene-regulatory network of human gastric corpus epithelium. Specifically, we identified a stem/progenitor cell population in the isthmus of human gastric corpus, where EGF and WNT signaling pathways were activated. Meanwhile, LGR4, but not LGR5, was responsible for the activation of WNT signaling pathway. Importantly, FABP5 and NME1 were identified and validated as crucial for both normal gastric stem/progenitor cells and gastric cancer cells. Finally, we explored the epigenetic regulation of critical genes for gastric corpus epithelium at chromatin state level, and identified several important cell-type-specific transcription factors. In summary, our work provides novel insights to systematically understand the cellular diversity and homeostasis of human gastric corpus epithelium in vivo.

MyoD is a 3D genome structure organizer for muscle cell identity.

The genome exists as an organized, three-dimensional (3D) dynamic architecture, and each cell type has a unique 3D genome organization that determines its cell identity. An unresolved question is how cell type-specific 3D genome structures are established during development. Here, we analyzed 3D genome structures in muscle cells from mice lacking the muscle lineage transcription factor (TF), MyoD, versus wild-type mice. We show that MyoD functions as a "genome organizer" that specifies 3D genome architecture unique to muscle cell development, and that H3K27ac is insufficient for the establishment of MyoD-induced chromatin loops in muscle cells. Moreover, we present evidence that other cell lineage-specific TFs might also exert functional roles in orchestrating lineage-specific 3D genome organization during development.

Rational design of self-assembled RNA nanostructures for HIV-1 virus assembly blockade.

Many pathological processes are driven by RNA-protein interactions, making such interactions promising targets for molecular interventions. HIV-1 assembly is one such process, in which the viral genomic RNA interacts with the viral Gag protein and serves as a scaffold to drive Gag multimerization that ultimately leads to formation of a virus particle. Here, we develop self-assembled RNA nanostructures that can inhibit HIV-1 virus assembly, achieved through hybridization of multiple artificial small RNAs with a stem-loop structure (STL) that we identify as a prominent ligand of Gag that can inhibit virus particle production via STL-Gag interactions. The resulting STL-decorated nanostructures (double and triple stem-loop structures denoted as Dumbbell and Tribell, respectively) can elicit more pronounced viral blockade than their building blocks, with the inhibition arising as a result of nanostructures interfering with Gag multimerization. These findings could open up new avenues for RNA-based therapy.

A Background Assessable and Correctable Bimolecular Fluorescence Complementation System for Nanoscopic Single-Molecule Imaging of Intracellular Protein-Protein Interactions.

Bimolecular Fluorescence Complementation (BiFC) is a versatile approach for intracellular analysis of protein-protein interactions (PPIs), but the tendency of the split fluorescent protein (FP) fragments to self-assemble when brought into close proximity of each other by random collision can lead to generation of false-positive signals that hamper high-definition imaging of PPIs occurring on the nanoscopic level. While it is thought that expressing the fusion proteins at a low level can remove false positives without impacting specific signals, there has been no effective strategy to test this possibility. Here, we present a system capable of assessing and removing BiFC false positives, termed Background Assessable and Correctable-BiFC (BAC-BiFC), in which one of the split FP fragments is fused with an optically distinct FP that serves as a reference marker, and the single-cell fluorescence ratio of the BiFC signal to the reference signal is used to gauge an optimal transfection condition. We showed that when BAC-BiFC is designed to image PPIs regulating Human Immunodeficiency Virus type 1 (HIV-1) assembly, the fluorescence ratio could decrease with decreasing probe quantity, and ratios approaching the limit of detection could allow physiologically relevant characterization of the assembly process on the nanoscale by single-molecule localization microscopy (SMLM). With much improved clarity, previously undescribed features of HIV-1 assembly were revealed.

1/f-noise-free optical sensing with an integrated heterodyne interferometer.

Optical evanescent sensors can non-invasively detect unlabeled nanoscale objects in real time with unprecedented sensitivity, enabling a variety of advances in fundamental physics and biological applications. However, the intrinsic low-frequency noise therein with an approximately 1/f-shaped spectral density imposes an ultimate detection limit for monitoring many paramount processes, such as antigen-antibody reactions, cell motions and DNA hybridizations. Here, we propose and demonstrate a 1/f-noise-free optical sensor through an up-converted detection system. Experimentally, in a CMOS-compatible heterodyne interferometer, the sampling noise amplitude is suppressed by two orders of magnitude. It pushes the label-free single-nanoparticle detection limit down to the attogram level without exploiting cavity resonances, plasmonic effects, or surface charges on the analytes. Single polystyrene nanobeads and HIV-1 virus-like particles are detected as a proof-of-concept demonstration for airborne biosensing. Based on integrated waveguide arrays, our devices hold great potentials for multiplexed and rapid sensing of diverse viruses or molecules.

Recent Advances in the Molecular Beacon Technology for Live-Cell Single-Molecule Imaging.

Nucleic acids, aside from being best known as the carrier of genetic information, are versatile biomaterials for constructing nanoscopic devices for biointerfacing, owing to their unique properties such as specific base pairing and predictable structure. For live-cell analysis of native RNA transcripts, the most widely used nucleic acid-based nanodevice has been the molecular beacon (MB), a class of stem-loop-forming probes that is activated to fluoresce upon hybridization with target RNA. Here, we overview efforts that have been made in developing MB-based bioassays for sensitive intracellular analysis, particularly at the single-molecule level. We also describe challenges that are currently limiting the widespread use of MBs and provide possible solutions. With continued refinement of MBs in terms of labeling specificity and detection accuracy, accompanied by new development in imaging platforms with unprecedented sensitivity, the application of MBs is envisioned to expand in various biological research fields.

Live-Cell Imaging of Genomic Loci Using CRISPR/Molecular Beacon Hybrid Systems.

The ability to monitor the behavior of specific genomic loci in living cells can offer tremendous opportunities for deciphering the molecular basis driving cellular physiology and disease evolution. Toward this goal, clustered regularly interspersed short palindromic repeat (CRISPR)-based imaging systems have been developed, with tagging of either the nuclease-deactivated mutant of the CRISPR-associated protein 9 (dCas9) or the CRISPR single-guide RNA (sgRNA) with fluorescent protein (FP) molecules currently the major strategies for labeling. Recently, we have demonstrated the feasibility of tagging the sgRNA with molecular beacons, a class of small molecule dye-based, fluorogenic oligonucleotide probes, and demonstrated that the resulting system, termed CRISPR/MB, could be more sensitive and quantitative than conventional approaches employing FP reporters in detecting single telomere loci. In this chapter, we describe detailed protocols for the synthesis of CRISPR/MB, as well as its applications for imaging single telomere and centromere loci in live mammalian cells.

A new metagenome binning method based on gene uniqueness.

BACKGROUND: The human gut microbiome contains millions of genes and many undetected bacteria species. Recovering bacterial genomes from large complex metagenomes remains highly challenging, and current binning methods show insufficient recall rates. OBJECTIVE: This study was performed to put forward a new metagenome binning method with promising recall rate and accuracy. METHODS: We found that more than 85% of the genes could be aligned to only one bacteria species by using strict BLAST parameters (identity > 90% and aligning length > 100 bp). This phenomenon was called "the gene uniqueness", which indicated that the most bacterial genes could be exclusive to the species' taxonomy. In our new metagenome binning method, we could cluster contigs based on gene similarity via a graph model. Any contig shared with same gene under Strict Blast parameters would be clustered into one bin. RESULTS: we obtained 1,131 bins and reconstructed the genomes of 12 unknown species for MetaHIT data Our method exhibited a more promising recall rate, faster running speed and lower time complexity than the current methods. CONCLUSIONS: The present new metagenome binning method based on gene uniqueness had high recall rate and low error, which could be applied to assemble the bacterial genomes efficiently in complex metagenome.

Delivering Molecular Beacons via an Electroporation-Based Approach Enables Live-Cell Imaging of Single RNA Transcripts and Genomic Loci.

Molecular beacons (MBs) are synthetic oligonucleotide probes that are designed to fluoresce upon hybridization to complementary nucleic acid targets. In contrast to genetically encoded probes that can be readily introduced into cells via standard transfection procedures, using MBs to obtain reliable intracellular measurements entails a reliable delivery method that maximizes MB entry while minimizing cell damage. One promising approach is microporation, a microliter volume electroporation-based method that exhibits reduced harmful events as compared with traditional electroporation methods. In this chapter, we describe in detail microporation steps for MB delivery that we have utilized over the past several years, followed by examples demonstrating successful MB-based imaging of specific RNA transcripts and genomic loci at the single-molecule level.

CRISPR/dual-FRET molecular beacon for sensitive live-cell imaging of non-repetitive genomic loci.

Clustered regularly interspaced short palindromic repeats (CRISPR)-based genomic imaging systems predominantly rely on fluorescent protein reporters, which lack the optical properties essential for sensitive dynamic imaging. Here, we modified the CRISPR single-guide RNA (sgRNA) to carry two distinct molecular beacons (MBs) that can undergo fluorescence resonance energy transfer (FRET) and demonstrated that the resulting system, CRISPR/dual-FRET MB, enables dynamic imaging of non-repetitive genomic loci with only three unique sgRNAs.

Live-Cell Imaging of Long Noncoding RNAs Using Molecular Beacons.

Long noncoding RNAs (lncRNAs) are a family of non-protein-coding RNA transcripts greater than 200 nucleotides in length that have been regarded as crucial modulators of gene expression in various biological and disease contexts, but mechanisms underlying such regulation still remains largely elusive. In addition to cell lysate-based approaches that have proven invaluable for studies of lncRNAs, live-imaging methods can add value by providing more in-depth information on lncRNA dynamics and localizations at the single-molecule level. Recently, we have developed a versatile imaging approach based on molecular beacons (MBs), which are a class of fluorogenic oligonucleotide-based probes with the capacity to convert RNA target hybridization into a measurable fluorescence signal. In this chapter, we describe the detailed protocol of using MBs to illuminate lncRNA transcripts at the single-molecule level in living cells.

Progress and Challenges for Live-cell Imaging of Genomic Loci Using CRISPR-based Platforms.

Chromatin conformation, localization, and dynamics are crucial regulators of cellular behaviors. Although fluorescence in situ hybridization-based techniques have been widely utilized for investigating chromatin architectures in healthy and diseased states, the requirement for cell fixation precludes the comprehensive dynamic analysis necessary to fully understand chromatin activities. This has spurred the development and application of a variety of imaging methodologies for visualizing single chromosomal loci in the native cellular context. In this review, we describe currently-available approaches for imaging single genomic loci in cells, with special focus on clustered regularly interspaced short palindromic repeats (CRISPR)-based imaging approaches. In addition, we discuss some of the challenges that limit the application of CRISPR-based genomic imaging approaches, and potential solutions to address these challenges. We anticipate that, with continued refinement of CRISPR-based imaging techniques, significant understanding can be gained to help decipher chromatin activities and their relevance to cellular physiology and pathogenesis.

The applications of nanopores in studies of proteins.

Nanopores are a label-free platform with the ability to detect subtle changes in the activities of individual biomolecules under physiological conditions. Here, we comprehensively review the technological development of nanopores, focusing on their applications in studying the physicochemical properties and dynamic conformations of peptides, individual proteins, protein-protein complexes and protein-DNA complexes. This is followed by a brief discussion of the potential challenges that need to be overcome before the technology can be widely accepted by the scientific community. We believe that with continued refinement of the technology, significant understanding can be gained to help clarify the role of protein activities in the regulation of cellular physiology and pathogenesis.

Single-Molecule Analysis of RNA Dynamics in Living Cells Using Molecular Beacons.

Over the past decade, emerging evidence has indicated that long intergenic noncoding RNAs (lincRNAs), a class of RNA transcripts greater than 200 nt in length, function as key regulators of gene expression in cellular physiology and pathogenesis. Greater understanding of lincRNA activities, particularly in the context of subcellular localization and dynamic regulation at the single-molecule level, is expected to provide in-depth understanding of molecular mechanisms that regulate cell behavior and disease evolution. We have recently developed a fluorescence-imaging approach to investigate RNA dynamics in living cells at the single-molecule level. This approach entails the use of molecular beacons (MBs), which are a class of stem-loop forming oligonculeotide-based probes that emit detectable fluorescence upon binding to target sequence, and tandem repeats of MB target sequences integrated to the target RNA sequence. Binding of the MBs to the tandem repeats could illuminate the target RNA as a bright spot when imaged by conventional fluorescence microscopy, making the MB-based imaging approach a versatile tool for RNA analysis across laboratories. In this chapter, we describe the development of the MB-based approach and its application for imaging single NEAT1 lincRNA transcripts in living cells.

Roles of Gag-RNA interactions in HIV-1 virus assembly deciphered by single-molecule localization microscopy.

During HIV-1 assembly, the retroviral structural protein Gag forms an immature capsid, containing thousands of Gag molecules, at the plasma membrane (PM). Interactions between Gag nucleocapsid (NC) and viral RNA (vRNA) are thought to drive assembly, but the exact roles of these interactions have remained poorly understood. Since previous studies have shown that Gag dimer- or trimer-forming mutants (GagZiL) lacking an NC domain can form immature capsids independent of RNA binding, it is often hypothesized that vRNA drives Gag assembly by inducing Gag to form low-ordered multimers, but is dispensable for subsequent assembly. In this study, we examined the role of vRNA in HIV-1 assembly by characterizing the distribution and mobility of Gag and Gag NC mutants at the PM using photoactivated localization microscopy (PALM) and single-particle tracking PALM (spt-PALM). We showed that both Gag and GagZiL assembly involve a similar basic assembly unit, as expected. Unexpectedly, the two proteins underwent different subsequent assembly pathways, with Gag cluster density increasing asymptotically, while GagZiL cluster density increased linearly. Additionally, the directed movement of Gag, but not GagZiL, was maintained at a constant speed, suggesting that the two proteins experience different external driving forces. Assembly was abolished when Gag was rendered monomeric by NC deletion. Collectively, these results suggest that, beyond inducing Gag to form low-ordered multimer basic assembly units, vRNA is essential in scaffolding and maintaining the stability of the subsequent assembly process. This finding should advance the current understanding of HIV-1 and, potentially, other retroviruses.

A CRISPR/molecular beacon hybrid system for live-cell genomic imaging.

The clustered regularly interspersed short palindromic repeat (CRISPR) gene-editing system has been repurposed for live-cell genomic imaging, but existing approaches rely on fluorescent protein reporters, making sensitive and continuous imaging difficult. Here, we present a fluorophore-based live-cell genomic imaging system that consists of a nuclease-deactivated mutant of the Cas9 protein (dCas9), a molecular beacon (MB), and an engineered single-guide RNA (sgRNA) harboring a unique MB target sequence (sgRNA-MTS), termed CRISPR/MB. Specifically, dCas9 and sgRNA-MTS are first co-expressed to target a specific locus in cells, followed by delivery of MBs that can then hybridize to MTS to illuminate the target locus. We demonstrated the feasibility of this approach for quantifying genomic loci, for monitoring chromatin dynamics, and for dual-color imaging when using two orthogonal MB/MTS pairs. With flexibility in selecting different combinations of fluorophore/quencher pairs and MB/MTS sequences, our CRISPR/MB hybrid system could be a promising platform for investigating chromatin activities.

Inhibition of retroviral Gag assembly by non-silencing miRNAs promotes autophagic viral degradation.

We recently reported an unconventional mechanism by which miRNAs inhibit HIV-1 viral production. This occurs when miRNAs bind nonspecifically to the viral structural protein Gag, interfering with viral RNA-mediated Gag assembly at the plasma membrane. Consequently, misassembled viral complexes are redirected into the endocytic pathway where they are delivered to lysosomes for degradation. In this study, we demonstrate that autophagy is a critical mediator of the viral degradation pathway and that this pathway is not HIV-1 specific. Misassembled viral complexes were found to colocalize extensively with LC3 and p62 in late endosomes/lysosomes, demonstrating a convergence of autophagy with functional degradative compartments. Knocking down autophagosome formation machineries reduced this convergence, while treatment with autophagy-inducer rapamycin enhanced the convergence. Furthermore, similar autophagy-dependent nonspecific miRNA inhibition of murine leukemia virus (MLV) assembly was shown. Overall, these results reveal autophagy as a crucial regulator of the retroviral degradation pathway in host cells initiated by nonspecific miRNA-Gag interactions. These findings could have significant implications for understanding how cells may regulate retroviral complex assembly by miRNA expression and autophagy, and raise the possibility that similar regulations can occur in other biological contexts.

Quantifying Gene Expression in Living Cells with Ratiometric Bimolecular Beacons.

Molecular beacons (MBs), a class of oligonucleotide-based probes, have enabled researchers to study various RNA molecules in their native live-cell contexts. However, it is also increasingly recognized that, when delivered into cells, MBs have the tendency to be sequestered into the nucleus where they may generate false positive signals. In an attempt to overcome this issue, MBs have been synthesized with chemically modified oligonucleotide backbones to confer greater biostability. Alternatively, strategies have been developed to minimize nuclear entry. In the latter approach, we have combined functional elements of MBs with functional elements of siRNAs that facilitate nuclear export to create a new RNA imaging platform called ratiometric bimolecular beacons (RBMBs). We showed that RBMBs exhibited long-term cytoplasmic retention, and hence a marginal level of false positive signals in living cells. Subsequent studies demonstrated that RBMBs could sensitively and accurately quantify mRNA transcripts engineered to contain multiple tandem repeats of an MB target sequence at the single-molecule level. In this chapter, we describe the synthesis of RBMBs and their applications for absolute quantification and tracking of single mRNA transcripts in cells.

Optimizing Molecular Beacons for Intracellular Analysis of RNA.

Conventional molecular beacons (MBs) have been used extensively for imaging specific endogenous RNAs in living cells, but their tendency to generate false-positive signals as a result of nuclease degradation and/or nonspecific binding limits sensitive and accurate imaging of intracellular RNAs. In an attempt to overcome this limitation, MBs have been synthesized with various chemically modified oligonucleotide backbones to confer greater biostability. We have recently developed a new MB architecture composed of 2'-O-methyl RNA (2Me), a fully phosphorothioate (PS) modified loop domain and a phosphodiester stem (2Me/PSLOOP MB). We showed that this new MB exhibits a marginal level of false-positive signals and enables accurate single-molecule imaging of target RNA in living cells. In this chapter, we describe detailed methods that led us to conclude that, among various PS-modified configurations, the 2Me/PSLOOP MB is an optimal design for intracellular RNA analysis.