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1.
Cancer Biol Med ; 12(3): 143-9, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26487959

ABSTRACT

Cancer cells differ from normal cells in various parameters, and these differences are caused by genomic mutations and consequential altered gene expression. The genetic and functional heterogeneity of tumor cells is a major challenge in cancer research, detection, and effective treatment. As such, the use of diagnostic methods is important to reveal this heterogeneity at the single-cell level. Droplet microfluidic devices are effective tools that provide exceptional sensitivity for analyzing single cells and molecules. In this review, we highlight two novel methods that employ droplet microfluidics for ultra-sensitive detection of nucleic acids and protein markers in cancer cells. We also discuss the future practical applications of these methods.

3.
Mol Microbiol ; 80(5): 1137-47, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21453445

ABSTRACT

Studies of gene expression at the single cell level in live bacterial cells represent a new and fertile area of research providing real-time, spatially specified information that cannot be obtained by techniques relying on large cell populations. Before recently, most single-cell studies have been concerned with gene expression at the protein level and explored the spatiotemporal localization and dynamics of different bacterial proteins. However, to fully understand the complex process of gene expression, it is necessary to visualize and quantify RNA molecules in the cellular environment. The first studies analysing the kinetics of RNA transcription and the distribution of RNA in single bacterial cells in real time have recently been reported. Here, I discuss the methods allowing RNA detection in living bacterial cells, the results on RNA kinetics and RNA localization, and the challenges for future research in this area.


Subject(s)
Bacteria/cytology , Bacteria/metabolism , RNA, Bacterial/metabolism , Single-Cell Analysis/methods , Staining and Labeling/methods , Bacteria/genetics , Biological Transport , Gene Expression Regulation, Bacterial , RNA, Bacterial/genetics
4.
Methods Mol Biol ; 714: 189-99, 2011.
Article in English | MEDLINE | ID: mdl-21431742

ABSTRACT

Visualization of RNA in live cells is a challenging task due to the transient character of most RNA molecules and the lack of adequate methods to label RNA noninvasively. Here, we describe a system for regulated RNA synthesis and visualization of RNA in live Escherichia coli cells based on protein complementation. This method allows for labeling RNA with a relatively small protein complex that becomes fluorescent only when bound to an RNA. This method greatly reduces the high fluorescence background characteristic of methods employing intact fluorescent proteins. A short reporter RNA was shown to localize at the cell periphery in nonrandom patterns.


Subject(s)
Escherichia coli/cytology , Escherichia coli/genetics , Molecular Imaging/methods , RNA, Bacterial/analysis , RNA, Bacterial/biosynthesis , Single-Cell Analysis/methods , Aptamers, Nucleotide/metabolism , Cells, Immobilized/cytology , Cells, Immobilized/metabolism , Escherichia coli/metabolism , Flow Cytometry , Genes, Reporter/genetics , Glass/chemistry , Kinetics , Microscopy, Fluorescence , Plasmids/genetics , Protein Biosynthesis , RNA, Bacterial/chemistry , RNA, Bacterial/genetics , Surface Properties , Transcription, Genetic
5.
Proc Natl Acad Sci U S A ; 106(38): 16399-404, 2009 Sep 22.
Article in English | MEDLINE | ID: mdl-19805311

ABSTRACT

Bacteria have a complex internal organization with specific localization of many proteins and DNA, which dynamically move during the cell cycle and in response to changing environmental stimuli. Much less is known, however, about the localization and movements of RNA molecules. By modifying our previous RNA labeling system, we monitor the expression and localization of a model RNA transcript in live Escherichia coli cells. Our results reveal that the target RNA is not evenly distributed within the cell and localizes laterally along the long cell axis, in a pattern suggesting the existence of ordered helical RNA structures reminiscent of known bacterial cytoskeletal cellular elements.


Subject(s)
Escherichia coli/metabolism , Green Fluorescent Proteins/metabolism , RNA, Bacterial/metabolism , Transcription, Genetic , Escherichia coli/cytology , Escherichia coli/genetics , Eukaryotic Initiation Factor-4A/genetics , Eukaryotic Initiation Factor-4A/metabolism , Gene Expression Regulation, Bacterial , Green Fluorescent Proteins/genetics , Kinetics , Microscopy, Fluorescence , RNA, Bacterial/genetics , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , Time Factors
6.
RNA ; 14(6): 1164-73, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18456842

ABSTRACT

RNA molecules with novel functions have revived interest in the accurate prediction of RNA three-dimensional (3D) structure and folding dynamics. However, existing methods are inefficient in automated 3D structure prediction. Here, we report a robust computational approach for rapid folding of RNA molecules. We develop a simplified RNA model for discrete molecular dynamics (DMD) simulations, incorporating base-pairing and base-stacking interactions. We demonstrate correct folding of 150 structurally diverse RNA sequences. The majority of DMD-predicted 3D structures have <4 A deviations from experimental structures. The secondary structures corresponding to the predicted 3D structures consist of 94% native base-pair interactions. Folding thermodynamics and kinetics of tRNA(Phe), pseudoknots, and mRNA fragments in DMD simulations are in agreement with previous experimental findings. Folding of RNA molecules features transient, non-native conformations, suggesting non-hierarchical RNA folding. Our method allows rapid conformational sampling of RNA folding, with computational time increasing linearly with RNA length. We envision this approach as a promising tool for RNA structural and functional analyses.


Subject(s)
Computational Biology/methods , Models, Chemical , Nucleic Acid Conformation , RNA/chemistry , Base Sequence , Molecular Sequence Data , Thermodynamics
7.
Nat Methods ; 4(5): 421-7, 2007 May.
Article in English | MEDLINE | ID: mdl-17401371

ABSTRACT

We describe a technique for the detection and localization of RNA transcripts in living cells. The method is based on fluorescent-protein complementation regulated by the interaction of a split RNA-binding protein with its corresponding RNA aptamer. In our design, the RNA-binding protein is the eukaryotic initiation factor 4A (eIF4A). eIF4A is dissected into two fragments, and each fragment is fused to split fragments of the enhanced green fluorescent protein (EGFP). Coexpression of the two protein fusions in the presence of a transcript containing eIF4A-interacting RNA aptamer resulted in the restoration of EGFP fluorescence in Escherichia coli cells. We also applied this technique to the visualization of an aptamer-tagged mRNA and 5S ribosomal RNA (rRNA). We observed distinct spatial and temporal changes in fluorescence within single cells, reflecting the nature of the transcript.


Subject(s)
Escherichia coli/metabolism , Eukaryotic Initiation Factor-4A/genetics , Green Fluorescent Proteins/chemistry , RNA-Binding Proteins/genetics , RNA/metabolism , Aptamers, Nucleotide/chemistry , Eukaryotic Initiation Factor-4A/chemistry , Fluorescent Dyes/chemistry , Microscopy, Fluorescence , RNA, Messenger/metabolism , RNA, Ribosomal, 5S/metabolism
8.
Curr Protoc Cell Biol ; Chapter 17: Unit 17.11, 2007 Dec.
Article in English | MEDLINE | ID: mdl-18228500

ABSTRACT

This unit describes a method allowing RNA visualization in live cells. The method is based on fluorescent protein complementation regulated by RNA-aptamer/RNA-binding protein interactions. Based on these two principles, a fluorescent ribonucleoprotein complex is assembled inside the cell only in response to the presence of the aptamer sequence on the target RNA.


Subject(s)
Aptamers, Nucleotide/metabolism , Escherichia coli/chemistry , Eukaryotic Initiation Factor-4A/metabolism , Fluorescent Dyes/analysis , Fluorometry/methods , Green Fluorescent Proteins/analysis , Peptide Fragments/metabolism , RNA, Bacterial/analysis , 3' Untranslated Regions , Flow Cytometry/methods , Microscopy, Fluorescence/methods , Protein Binding , RNA, Messenger/analysis , RNA, Ribosomal, 5S/analysis
9.
Proc Natl Acad Sci U S A ; 103(7): 2052-6, 2006 Feb 14.
Article in English | MEDLINE | ID: mdl-16461889

ABSTRACT

Fluorescent proteins have proven to be excellent reporters and biochemical sensors with a wide range of applications. In a split form, they are not fluorescent, but their fluorescence can be restored by supplementary protein-protein or protein-nucleic acid interactions that reassemble the split polypeptides. However, in prior studies, it took hours to restore the fluorescence of a split fluorescent protein because the formation of the protein chromophore slowly occurred de novo concurrently with reassembly. Here we provide evidence that a fluorogenic chromophore can self-catalytically form within an isolated N-terminal fragment of the enhanced green fluorescent protein (EGFP). We show that restoration of the split protein fluorescence can be driven by nucleic acid complementary interactions. In our assay, fluorescence development is fast (within a few minutes) when complementary oligonucleotide-linked fragments of the split EGFP are combined. The ability of our EGFP system to respond quickly to DNA hybridization should be useful for detecting the kinetics of many other types of pairwise interactions both in vitro and in living cells.


Subject(s)
DNA/chemistry , Green Fluorescent Proteins/chemistry , Green Fluorescent Proteins/genetics , Spectrometry, Fluorescence/methods , Fluorescence , Nucleic Acid Hybridization , Oligonucleotides/chemistry , Protein Folding , Sequence Deletion
10.
Nat Protoc ; 1(2): 714-9, 2006.
Article in English | MEDLINE | ID: mdl-17406301

ABSTRACT

Here, we present a protocol for isolating the large N-terminal fragment of enhanced green fluorescent protein (EGFP) with a preformed chromophore. By itself, the chromophore-containing EGFP fragment exhibits very weak fluorescence, but it rapidly becomes brightly fluorescent upon complementation with the corresponding small, C-terminal EGFP fragment. Each EGFP fragment is cloned and overexpressed in E. coli as a fusion with self-splitting intein. After solubilizing and refolding these fusions from inclusion bodies, both EGFP fragments are cleaved from intein and purified using chitin columns. When these EGFP fragments are linked with the two complementary oligonucleotides and combined in equimolar amounts, fluorescence develops within a few minutes. The isolation of profluorescent protein fragments from recombinant E. coli cells requires approximately 3 d, and their conjugation to oligonucleotides requires 1-4 h.


Subject(s)
Green Fluorescent Proteins/analysis , Green Fluorescent Proteins/isolation & purification , Escherichia coli , Fluorescence , Green Fluorescent Proteins/chemistry , Green Fluorescent Proteins/genetics , Inteins/genetics , Protein Folding , Recombinant Fusion Proteins/chemistry
14.
Proc Natl Acad Sci U S A ; 101(48): 16855-60, 2004 Nov 30.
Article in English | MEDLINE | ID: mdl-15548610

ABSTRACT

Large-scale analysis of the GC-content distribution at the gene level reveals both common features and basic differences in genomes of different groups of species. Sharp changes in GC content are detected at the transcription boundaries for all species analyzed, including human, mouse, rat, chicken, fruit fly, and worm. However, two substantially distinct groups of GC-content profiles can be recognized: warm-blooded vertebrates including human, mouse, rat, and chicken, and invertebrates including fruit fly and worm. In vertebrates, sharp positive and negative spikes of GC content are observed at the transcription start and stop sites, respectively, and there is also a progressive decrease in GC content from the 5' untranslated region to the 3' untranslated region along the gene. In invertebrates, the positive and negative GC-content spikes at the transcription start and stop sites are preceded by spikes of opposite value, and the highest GC content is found in the coding regions of the genes. Cross-correlation analysis indicates high frequencies of GC-content spikes at transcription start and stop sites. The strong conservation of this genomic feature seen in comparisons of the human/mouse and human/rat orthologs, and the clustering of genes with GC-content spikes on chromosomes imply a biological function. The GC-content spikes at transcription boundaries may reflect a general principle of genomic punctuation. Our analysis also provides means for identifying these GC-content spikes in individual genomic sequences.


Subject(s)
Adenosine/analysis , Cytosine/analysis , Genome , Guanosine/analysis , Thymidine/analysis , Animals , Humans , Multigene Family
16.
Expert Rev Mol Diagn ; 2(3): 209-16, 2002 May.
Article in English | MEDLINE | ID: mdl-12050859

ABSTRACT

A brief overview of major methods used for genome-wide expression profiling is presented. Special attention is devoted to ordered differential display, subtractive hybridization and DNA microarrays. Future prospects of comparative gene expression studies using combinations of differential display methods and microarray technology are outlined.


Subject(s)
Gene Expression Profiling/methods , Oligonucleotide Array Sequence Analysis/methods , Animals , Gene Amplification , Gene Expression Profiling/trends , Gene Expression Regulation , Humans , Oligonucleotide Array Sequence Analysis/trends , RNA, Messenger/analysis , RNA, Messenger/genetics , Sensitivity and Specificity
17.
Trends Biotechnol ; 20(6): 249-56, 2002 Jun.
Article in English | MEDLINE | ID: mdl-12007493

ABSTRACT

The specific structural features of stem-loop (hairpin) DNA constructs provide increased specificity of target recognition. Recently, several robust assays have been developed that exploit the potential of structurally constrained oligonucleotides to hybridize with their cognate targets. Here, I review new diagnostic approaches based on the formation of stem-loop DNA oligonucleotides: molecular beacon methodology, suppression PCR approaches and the use of hairpin probes in DNA microarrays. The advantages of these techniques over existing ones for sequence-specific DNA detection, amplification and manipulation are discussed.


Subject(s)
Biotechnology/methods , DNA Probes/chemistry , Molecular Biology/methods , Nucleic Acid Conformation , Oligonucleotide Probes/chemistry , Base Sequence , Oligonucleotide Array Sequence Analysis/methods , Polymerase Chain Reaction/methods , Sensitivity and Specificity , Substrate Specificity
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