ABSTRACT
Accurate measurement of miRNA expression is critical to understanding their role in gene expression as well as their application as disease biomarkers. Correct identification of changes in miRNA expression rests on reliable normalization to account for biological and technological variance between samples. Ligo-miR is a multiplex assay designed to rapidly measure absolute miRNA copy numbers, thus reducing dependence on biological controls. It uses a simple 2-step ligation process to generate length coded products that can be quantified using a variety of DNA sizing methods. We demonstrate Ligo-miR's ability to quantify miRNA expression down to 20 copies per cell sensitivity, accurately discriminate between closely related miRNA, and reliably measure differential changes as small as 1.2-fold. Then, benchmarking studies were performed to show the high correlation between Ligo-miR, microarray, and TaqMan qRT-PCR. Finally, Ligo-miR was used to determine copy number profiles in a number of breast, esophageal, and pancreatic cell lines and to demonstrate the utility of copy number analysis for providing layered insight into expression profile changes.
Subject(s)
Gene Expression Profiling/methods , MicroRNAs/genetics , Oligonucleotide Array Sequence Analysis/methods , Cell Line, Tumor , DNA Copy Number Variations , Humans , MCF-7 CellsABSTRACT
Ligo-miR is an assay technology that can perform multiplexed detection of miRNAs from a wide range of biological sources. At its core are two sequential ligation steps. First in the capture ligation, template molecules are created by ligating a DNA adapter to the 3' end of all miRNA molecules. Then in the coding ligation these templates are used to generate, linearly amplified, DNA products encoded by length. The resultant number of each DNA product is proportional to the original number of miRNA molecules. The products and their corresponding miRNA can be identified and quantified using common DNA sizing methods such as electrophoresis.
Subject(s)
Gene Expression Profiling/methods , MicroRNAs/genetics , Cells, Cultured , Humans , MicroRNAs/isolation & purification , MicroRNAs/metabolismABSTRACT
MicroRNA profiling methods have become increasingly important due to the rapid rise of microRNA in both basic and translational sciences. A critical step in many microRNA profiling assays is adapter ligation using pre-adenylated adapters. While pre-adenylated adapters can be chemically or enzymatically prepared, enzymatic adenylation is preferred due to its ease and high yield. However, previously reported enzymatic methods either require tedious purification steps or use thermostable ligases that can generate side products during the subsequent ligation step. We have developed a highly efficient, template- and purification-free, adapter adenylation method using T4 RNA ligase 1. This method is capable of adenylating large amounts of adapter at ~100% efficiency and can efficiently adenylate both DNA and RNA bases. We find that the adenylation reaction speed can differ between DNA and RNA and between terminal nucleotides, leading to bias if reactions are not allowed to run to completion. We further find that the addition of high PEG levels can effectively suppress these differences.
Subject(s)
DNA/chemical synthesis , MicroRNAs/analysis , Oligonucleotides/chemical synthesis , RNA Ligase (ATP)/genetics , RNA/chemical synthesis , Viral Proteins/genetics , Adenosine Triphosphate/metabolism , DNA/genetics , MicroRNAs/genetics , Oligonucleotides/genetics , RNA/geneticsABSTRACT
Adapter ligation is a critical first step in many microRNA analysis methods including microarray, qPCR, and sequencing. Previous studies have shown that ligation bias can have dramatic effects on both the fidelity of expression profiles and reproducibility across samples. We have developed a method for high efficiency and low bias microRNA capture by 3' adapter ligation using T4 RNA ligase that does not require pooled adapters. Using a panel of 20 microRNA, we investigated the effects of ligase type, PEG concentration, ligase amount, adapter concentration, incubation time, incubation temperature, and adapter design on capture efficiency and bias. Of these factors, high PEG% was found to be critical in suppressing ligation bias. We obtained high average capture efficiency and low CV across the 20 microRNA panel, both in idealized buffer conditions (86% ± 10%) and total RNA spiking conditions (64% ± 17%). We demonstrate that this method is reliable across microRNA species that previous studies have had difficulty capturing and that our adapter design performs significantly better than the common adapter designs. Further, we demonstrate that the optimization methodology must be specifically designed for minimizing bias in order to obtain the ideal reaction parameters.
Subject(s)
MicroRNAs/analysis , RNA Ligase (ATP)/metabolism , Artifacts , Reproducibility of Results , SoftwareABSTRACT
Dealloyed nanoporous gold (NPG) dramatically enhances quantum dot (QD) fluorescence by amplifying near-field excitation and increasing the radiative decay rate. Originating from plasmonic coupling, the fluorescence enhancement is highly dependent upon the nanopore size of the NPG. In contrast to other nanoengineered metallic structures, NPG exhibits fluorescence enhancement of QDs over a large substrate surface.
Subject(s)
Fluorescence , Gold Compounds/chemistry , Nanopores , Quantum Dots , Spectrometry, Fluorescence , Cadmium Compounds/chemistry , Electron Microscope Tomography , Fluorescent Dyes/chemistry , Imaging, Three-Dimensional , Metal Nanoparticles/chemistry , Microscopy, Confocal , Microscopy, Electron, Scanning , Microscopy, Electron, Transmission , Selenium Compounds/chemistry , Silver Compounds/chemistry , Solutions , Solvents/chemistry , Spectrum Analysis, Raman , Sulfides/chemistry , Water/chemistry , Zinc Compounds/chemistryABSTRACT
Gene point mutations present important biomarkers for genetic diseases. However, existing point mutation detection methods suffer from low sensitivity, specificity, and a tedious assay processes. In this report, an assay technology is proposed which combines the outstanding specificity of gap ligase chain reaction (Gap-LCR), the high sensitivity of single-molecule coincidence detection, and the superior optical properties of quantum dots (QDs) for multiplexed detection of point mutations in genomic DNA. Mutant-specific ligation products are generated by Gap-LCR and subsequently captured by QDs to form DNA-QD nanocomplexes that are detected by single-molecule spectroscopy (SMS) through multi-color fluorescence burst coincidence analysis, allowing for multiplexed mutation detection in a separation-free format. The proposed assay is capable of detecting zeptomoles of KRAS codon 12 mutation variants with near 100% specificity. Its high sensitivity allows direct detection of KRAS mutation in crude genomic DNA without PCR pre-amplification.