Strategies for optimizing DNA hybridization on surfaces

Specific and predictable hybridization of the polynucleotide sequences to their complementary counterparts plays a fundamental role in the rational design of new nucleic acid nanodevices. Generally, nucleic acid hybridization can be performed using two major strategies, namely hybridization of DNA or RNA targets to surface-tethered oligonucleotide probes (solid-phase hybridization) and hybridization of the target nucleic acids to randomly distributed probes in solution (solution-phase hybridization). Investigations into thermodynamic and kinetic parameters of these two strategies showed that hybridization on surfaces is less favorable than that of the same sequence in solution. Indeed, the efficiency of DNA hybridization on surfaces suffers from three constraints: (1) electrostatic repulsion between DNA strands on the surface, (2) steric hindrance between tethered DNA probes, and (3) nonspecific adsorption of the attached oligonucleotides to the solid surface. During recent years, several strategies have been developed to overcome the problems associated with DNA hybridization on surfaces. Optimizing the probe surface density, application of a linker between the solid surface and the DNA-recognizing sequence, optimizing the pH of DNA hybridization solutions, application of thiol reagents, and incorporation of a polyadenine block into the terminal end of the recognizing sequence are among the most important strategies for enhancing DNA hybridization on surfaces.     

The biophysics of DNA hybridization with immobilized oligonucleotide probes.

A mathematical model based on receptor-ligand interactions at a cell surface has been modified and further developed to represent heterogeneous DNA-DNA hybridization on a solid surface. The immobilized DNA molecules with known sequences are called probes, and the DNA molecules in solution with unknown sequences are called targets in this model. Capture of the perfectly complementary target is modeled as a combined reaction-diffusion limited irreversible reaction. In the model, there are two different mechanisms by which targets can hybridize with the complementary probes: direct hybridization from the solution and hybridization by molecules that adsorb nonspecifically and then surface diffuse to the probe. The results indicate that nonspecific adsorption of single-stranded DNA on the surface and subsequent two-dimensional diffusion can significantly enhance the overall reaction rate. Heterogeneous hybridization depends strongly on the rate constants for DNA adsorption/desorption in the non-probe-covered regions of the surface, the two-dimensional (2D) diffusion coefficient, and the size of probes and targets. The model shows that the overall kinetics of DNA hybridization to DNA on a solid support may be an extremely efficient process for physically realistic 2D diffusion coefficients, target concentrations, and surface probe densities. The implication for design and operation of a DNA hybridization surface is that there is an optimal surface probe density when 2D diffusion occurs; values above that optimum do not increase the capture rate. Our model predicts capture rates in agreement with those from recent experimental literature. The results of our analysis predict that several things can be done to improve heterogeneous hybridization: 1) the solution phase target molecules should be about 100 bases or less in size to speed solution-phase and surface diffusion; 2) conditions should be created such that reversible adsorption and two-dimensional diffusion occur in the surface regions between DNA probe molecules; 3) provided that 2) is satisfied, one can achieve results with a sparse probe coverage that are equal to or better than those obtained with a surface totally covered with DNA probes.     

Non-linear analysis of GeneChip arrays

The application of microarray hybridization theory to Affymetrix GeneChip data has been a recent focus for data analysts. It has been shown that the hyperbolic Langmuir isotherm captures the shape of the signal response to concentration of Affymetrix GeneChips. We demonstrate that existing linear fit methods for extracting gene expression measures are not well adapted for the effect of saturation resulting from surface adsorption processes. In contrast to the most popular methods, we fit background and concentration parameters within a single global fitting routine instead of estimating the background before obtaining gene expression measures. We describe a non-linear multi-chip model of the perfect match signal that effectively allows for the separation of specific and non-specific components of the microarray signal and avoids saturation bias in the high-intensity range. Multimodel inference, incorporated within the fitting routine, allows a quantitative selection of the model that best describes the observed data. The performance of this method is evaluated on publicly available datasets, and comparisons to popular algorithms are presented.     

Kinetics of oligonucleotide hybridization to photolithographically patterned DNA arrays

The hybridization kinetics of oligonucleotide targets to oligonucleotide probe arrays synthesized using photolithographic fabrication methods developed by Affymetrix have been measured. Values for the fundamental adsorption parameters, k(a), k(d), and K, were determined at both room temperature and 45 degrees C by monitoring the hybridization of fluorescently labeled targets to the array. The values for these parameters and the adsorbed target density (相似文献   

Disposable DNA electrochemical sensor for hybridization detection

A disposable electrochemical sensor for the detection of short DNA sequences is described. Synthetic single-stranded oligonucleotides have been immobilized onto graphite screen printed electrodes with two procedures, the first involving the binding of avidinbiotinylated oligonucleotide and the second adsorption at a controlled potential. The probes were hybridized with different concentrations of complementary sequences. The formed hybrids on the electrode surface were evaluated by differential pulse voltammetry and chronopotentiometric stripping analysis using daunomycin hydrochloride as indicator of hybridization reaction. The probe immobilization step, the hybridization event and the indicator detection, have been optimized. The DNA sensor obtained by adsorption at a controlled potential was able to detect 1 microgram/ml of target sequence in the buffer solution using chronopotentiometric stripping analysis.     

A method for cross-species gene expression analysis with high-density oligonucleotide arrays

DNA microarrays have been widely used in gene expression analysis of biological processes. Due to a lack of sequence information, the applications have been largely restricted to humans and a few model organisms. Presented within this study are results of the cross-species hybridization with Affymetrix human high-density oligonucleotide arrays or GeneChip® using distantly related mammalian species; cattle, pig and dog. Based on the unique feature of the Affymetrix GeneChip® where every gene is represented by multiple probes, we hypothesized that sequence conservation within mammals is high enough to generate sufficient signals from some of the probes for expression analysis. We demonstrated that while overall hybridization signals are low for cross-species hybridization, a few probes of most genes still generated signals equivalent to the same-species hybridization. By masking the poorly hybridized probes electronically, the remaining probes provided reliable data for gene expression analysis. We developed an algorithm to select the reliable probes for analysis utilizing the match/mismatch feature of GeneChip®. When comparing gene expression between two tissues using the selected probes, we found a linear correlation between the cross-species and same-species hybridization. In addition, we validated cross-species hybridization results by quantitative PCR using randomly selected genes. The method shown herein could be applied to both plant and animal research.     

Sequence complexity of cDNA transcribed from a diverse mRNA population

Mouse liver poly(A)+mRNA was reverse transcribed using oligo-p(dT) or random oligonucleotides as primers to yield cDNA about equal to the mass of the template RNA. The size profile of the oligo-p(dT)-primedd cDNA was similar to that of the template RNA. RNA or cDNA driven saturation annealing of labeled single copy genomic DNA (scDNA) showed that 2% of the scDNA was complementary in either case indicating the sequence complexity of cDNA was equivalent to that of the template mRNA. These results establish for the first time that cDNA represents essentially all of the sequence complexity of a diverse template RNA population in which individual mRNA species are present in vastly different concentrations. RNA driven hydridization of the cDNA showed that about 40% of the cDNA mass represents most of the sequence complexity of the template RNA. Also, kinetics of this hybridization indicate a complexity of 58,000 kb for the template RNA, a value similar to that obtained by scDNA hybridization. We conclude that appropriately characterized cDNA probes can be used to make valid qualitative and quantitative comparisons of the complex, infrequent class mRNAs of different cells and tissues.     

Towards quality control for DNA microarrays.

We present a framework for detecting probes in oligonucleotide microarrays that may add significant error to measurements in hybridization experiments. Four types of so-called degenerate probe behavior are considered: secondary structure formation, self-dimerization, cross-hybridization, and dimerization. The framework uses a well-established model for computing the free energy of nucleic acid sequence hybridization and a novel method for the detection of patterns in hybridization experiment data. Our primary result is the identification of unique patterns in hybridization experiment data that are shown to correlate with each type of degenerate probe behavior. A support function for identifying degenerate probes from a large set of hybridization experiments is given and some preliminary experimental results are given for the Affymetrix HuGeneFL GeneChip. Finally, we show a strong relationship between the Affymetrix discrimination measure for a probe and the free-energy estimate from theoretical models of hybridization. In particular, probes on the HuGeneFL GeneChip with high free-energy estimates (weak hybridization) have almost always approximately zero discrimination. The framework can be applied to any Affymetrix oligonucleotide array, and the software is made freely available to the community.     

Chromosomal reallocation of the chicken c-myb locus and organization of 3'-proximal coding exons

In the course of our studies concerning the tissue-specific expression of the c-myb proto-oncogene, we have established the nucleotide sequence of the chicken c-myb 3'-proximal coding exons. In situ hybridization performed with different genomic DNA probes corresponding to nearly all the c-myb gene allowed us to localize the corresponding locus on the large acrocentric chromosome 3 in chicken. Our sequencing data also indicate that the 3'-proximal noncoding sequences represented in c-myb mRNA species are derived from non-contiguous exons.     

cDNA芯片表面核酸固定化的优化

cDNA芯片技术表面核酸固定化影响因素众多,其中涉及选择载体、固定于玻片的DNA片段浓度、玻片DNA片段的固定方法、玻片预处理方法、DNA片段的变性、溶解DNA片段的点样液等等.针对这些因素进行了优化筛选实验,以便于提高cDNA芯片技术检测基因表达的效率.     

Surface Plasmon Resonance Studies of the Hybridization Behavior of DNA-Modified Gold Nanoparticles with Surface-Attached DNA Probes

Colloidal gold nanoparticles (AuNPs) have been extensively investigated as amplification tags to improve the sensitivity of surface plasmon resonance (SPR) biosensors. When using the so-called AuNP-enhanced SPR technique for DNA detection, the density of single-stranded DNA (ssDNA) on both the AuNPs and planar gold substrates is of crucial importance. Thus, in this work, we carried out a systematical study about the influence of surface ssDNA density onto the hybridization behavior of various DNA-modified AuNPs (DNA-AuNPs) with surface-attached DNA probes by using surface plasmon resonance spectroscopy. The lateral densities of the ssDNA on both the AuNPs and planar gold substrates were controlled by using different lengths of oligo-adenine sequence (OAS) as anchoring group. Besides SPR measurements, the amount of the captured DNA-AuNPs after the hybridization was further identified via atomic force microscope (AFM). SPR and AFM results clearly indicated that a higher ssDNA density on either the AuNPs or the gold substrates would give rise to better hybridization efficiency. Moreover, SPR data showed that the captured DNA-AuNPs could not be removed from SPR sensor surfaces using various dehybridization solutions regardless of surface ssDNA density. Consequently, it is apparent that the hybridization behavior of DNA-AuNPs was different from that of solution-phase ssDNA. Based on these data, we hypothesized that both multiple recognitions and limited accessibility might account for the hybridization of DNA-AuNPs with surface-attached ssDNA probes.

     

Theoretical aspects of genomic variation screening using DNA microarrays

We present a theoretical model for typical microarray-based single nucleotide polymorphism (SNP) assay of small genomic DNA amount. We derived the adsorption isotherm expressing the on-array hybridization efficiency in terms of genomic target sequence and concentration, oligonucleotide probe sequence and surface density, hybridization buffer, and temperature. This isotherm correctly describes the surface probe density effects, the sensitivity peak, and the melting temperature depression, and is in accord with published experiments. We discuss optimization of parallel SNP genotyping. Our estimates show that SNP detection at a single temperature in aqueous hybridization buffer is restricted by DNA regions that differ by less than 20% in GC content. We predict that the variety of genotyped SNPs could be substantially extended using an assay design with high probe density and a large fraction of probes hybridized.     

Phenobarbital induction of rat liver cytochromes P-450b and P-450e. Quantitation of specific RNAs by hybridization to synthetic oligodeoxyribonucleotide probes

Cytochromes P-450b and P-450e are extremely homologous and immunochemically indistinguishable proteins that are coordinately induced by phenobarbital in rat liver. To assess the effect of phenobarbital on mRNA levels for each of these hemoproteins we performed solution hybridization and Northern blot experiments with synthetic oligodeoxynucleotide probes of defined sequence. Our data demonstrate that phenobarbital administration to rats resulted in marked increases in levels of hepatic mRNA for both cytochrome P-450b and cytochrome P-450e, with a 4- to 5-fold greater accumulation of P-450b mRNA vis à vis P-450e mRNA. The level of hepatic mRNA increased from less than 3 molecules/cell of each mRNA in untreated rats, to 630 and 130 molecules/cell for P-450b and P-450e, respectively, in phenobarbital-treated rats. Data obtained in Northern blot hybridization experiments demonstrated that the size of the mRNAs for each protein were identical, being approximately 1800 bases in length.     

Salt Concentration Effects on Equilibrium Melting Curves from DNA Microarrays

DNA microarrays find applications in an increasing number of domains where more quantitative results are required. DNA being a charged polymer, the repulsive interactions between the surface of the microarray and the targets in solution are increasing upon hybridization. Such electrostatic penalty is generally reduced by increasing the salt concentration. In this article, we present equilibrium-melting curves obtained from dedicated physicochemical experiments on DNA microarrays in order to get a better understanding of the electrostatic penalty incurred during the hybridization reaction at the surface. Various salt concentrations have been considered and deviations from the commonly used Langmuir adsorption model are experimentally quantified for the first time in agreement with theoretical predictions.     

Field- and Lab-Based Potentiometric Titrations of Microbial Mats from the Fairmont Hot Spring,Canada

Potentiometric titrations are an effective tool to constrain the protonation constants and site concentrations for microbial surface ligands. Protonation models developed from these experiments are often coupled with data from metal adsorption experiments to calculate microbial ligand-metal binding constants. Ultimately, the resulting surface complexation models can be used to predict metal immobilization behavior across diverse chemical conditions. However, most protonation and metal-ligand thermodynamic constants have been generated in laboratory experiments that use cultured microbes which may differ in their chemical reactivity from environmental samples. In this study, we investigate the use of in situ field potentiometric titrations of microbial mats at a carbonate hot spring located at Fairmont Hot Springs, British Columbia, with the aim to study microbial reactivities in a natural field system. We found that authigenic carbonate minerals complicated the potentiometric titration process due to a “carbonate spike” introduced by the contribution of inorganic carbonate mineral dissolution and subsequent carbonate speciation changes during the transition from low to high pH. This inhibits the determination of microbial surface ligand variety and concentrations. Our preliminary study also highlights the need for developing novel probes to quantify in situ microbial mat reactivity in future field investigations.