Synthesis of cationic conjugated polymers for use in label-free DNA microarrays

We describe the synthesis of poly[9,9'-bis(6'-N,N,N-trimethylammonium)hexyl)fluorene-co-alt-4,7-(2,1,3-benzothiadiazole) dibromide] (PFBT), a cationic, water-soluble conjugated polymer used in label-free DNA microarrays. This polymer was designed to have a maximum absorbance of close to 488 nm, which meets the excitation wavelength of most commercial microarray readers, and to have efficient emission in the solid state. Starting from commercially available chemicals, five steps are required to synthesize PFBT. The first step involves treatment of 2,7-dibromofluorene in 50% potassium hydroxide solution with excess 1,6-dibromohexene at 75 degrees C for 25 min to afford 2,7-dibromo-9,9-bis(6'-bromohexyl)fluorene (A). In the second step, a mixture of A, bis(pinacolato)diborane and potassium acetate in dioxane is stirred at 85 degrees C for 12 h to afford bis[9,9'-bis(6'-bromohexyl)-fluorenyl]-4,4,5,5-[1.3.2]dioxaborolane (B). The third step involves bromination of 2,1,3-benzothiadiazole using bromine in the presence of hydrogen bromide to afford 4,7-dibromo-2,1,3-benzothiadiazole (C). Suzuki cross-coupling copolymerization of B and C affords the charge-neutral precursor of PFBT. In the final step, quaternization of pendant groups using trimethylamine yields PFBT. Each step takes up to 3 days, including the time required for product purification. The overall protocol requires approximately 3 weeks.     

Antibody microarrays for label-free cell-based applications

The recent advances in microtechnologies have shown the interest of developing microarrays dedicated to cell analysis. In this way, miniaturized cell analyzing platforms use several detection techniques requiring specific solid supports for microarray read-out (colorimetric, fluorescent, electrochemical, acoustic, optical…). Real-time and label-free techniques, such as Surface Plasmon Resonance imaging (SPRi), arouse increasing interest for applications in miniaturized formats. Thus, we focused our study on chemical methods for antibody-based microarray fabrication dedicated to the SPRi analysis of cells or cellular activity. Three different approaches were designed and developed for specific applications. In the first case, a polypyrrole-based chemistry was used to array antibody-microarray for specific capture of whole living cells. In the second case, the polypyrrole-based chemistry was complexified in a three molecular level assembly using DNA and antibody conjugates to allow the specific release of cells after their capture. Finally, in the third case, a thiol-based chemistry was developed for long incubation times of biological samples of high complexity. This last approach was focused on the simultaneous study of both cell type characterization and secretory activity (detection of proteins secreted by cells). This paper describes three original methods allowing a rapid and efficient analysis of cellular sample on-chip using immunoaffinity-based assays.     

Application of cationic conjugated polymers in microarrays using label-free DNA targets

A fluorescence-based microarray technique that does not require target DNA labeling is detailed. This 'label-free' approach utilizes a cationic, water-soluble conjugated polymer PFBT (poly[9,9'-bis(6'-(N,N,N-trimethylammonium)hexyl)fluorene-co-alt-4,7-(2,1,3-benzothiadiazole) dibromide]), and neutral PNA (peptide nucleic acid) hybridization probes. DNA hybridization to immobilized PNA spots results in a change in the net charge at that particular surface. Electrostatic interactions between the cationic polymer and negatively charged DNA bind the polymer to the hybrid DNA/PNA complex. By exciting the conjugated polymer at 488 nm on a commercial microarray scanner, the presence of the target is directly indicated by the fluorescence emission of the polymer. This feature eliminates the necessity of target labeling required in traditional microarray protocols. There are five steps involved in the procedure before scanning or imaging the array: (i) slide hydration, (ii) target hybridization, (iii) post-hybridization washing, (iv) polymer application and (v) polymer washing. Each step takes 20 min to 1 h. The overall protocol requires approximately 2-3 h.     

Emerging tools for real-time label-free detection of interactions on functional protein microarrays

The availability of extensive genomic information and content has spawned an era of high-throughput screening that is generating large sets of functional genomic data. In particular, the need to understand the biochemical wiring within a cell has introduced novel approaches to map the intricate networks of biological interactions arising from the interactions of proteins. The current technologies for assaying protein interactions--yeast two-hybrid and immunoprecipitation with mass spectrometric detection--have met with considerable success. However, the parallel use of these approaches has identified only a small fraction of physiologically relevant interactions among proteins, neglecting all nonprotein interactions, such as with metabolites, lipids, DNA and small molecules. This highlights the need for further development of proteome scale technologies that enable the study of protein function. Here we discuss recent advances in high-throughput technologies for displaying proteins on functional protein microarrays and the real-time label-free detection of interactions using probes of the local index of refraction, carbon nanotubes and nanowires, or microelectromechanical systems cantilevers. The combination of these technologies will facilitate the large-scale study of protein interactions with proteins as well as with other biomolecules.     

Readout of protein microarrays using intrinsic time resolved UV fluorescence for label-free detection

Detecting protein-protein interactions other than those of antibody-antigen pairs still represents a demanding and tedious task. In the present work, a novel method as an alternative to current molecular biology-based detection procedures is established. It solely relies on the change of fluorescence decay times of the protein's intrinsic fluorophores tryptophan and tyrosine due to protein-protein interaction. Unlike previously utilized related methods, no labelling of the binding partners is required. This opens the possibility to detect proteins and their natural interactions without perturbation due to chemical alteration. The technique uses immobilization of one of the protein partners onto solid supports, which allows performance of protein binding studies in the microarray format. Fluorescence lifetime experiments of proteins in their different binding states have been applied to protease/protease-substrate pairs, as well as to the tubulin/kinesin system. Different binding behavior of proteins in solution towards protein partners immobilized on protein microarrays was detected with regard to binding specificity and protein amount. This label-free method for analyzing protein microarrays offers broad applicability ranging from principal investigations of protein interactions to applications in molecular biology and medicine.     

Conjugated polyelectrolytes: conformation-sensitive optical probes for detection of amyloid fibril formation

The in vivo deposition of amyloid fibrils is a hallmark of many devastating diseases known as the amyloidoses. Amyloid formation in vitro may also complicate production of proteins in the biotechnology industry. Simple, sensitive, and versatile tools that detect the fibrillar conformation of amyloidogenic proteins are thus of great importance. We have developed a negatively charged conjugated polyelectrolyte that displays different characteristic optical changes, detected visually or by absorption and emission, depending on whether the protein with which it forms a complex is in its native state or amyloid fibril conformation. This simple, rapid, and novel methodology was applied here to two amyloidogenic proteins, insulin and lysozyme, and its validity for detection of their fibrillar conformation was verified by currently used methods such as circular dichroism, transmission electron microscopy, and Congo red absorption.     

DNA microarrays for functional plant genomics

DNA microarray technology is a key element in today's functional genomics toolbox. The power of the method lies in miniaturization, automation and parallelism permitting large-scale and genome-wide acquisition of quantitative biological information from multiple samples. DNA microarrays are currently fabricated and assayed by two main approaches involving either in situ synthesis of oligonucleotides (`oligonucleotide microarrays') or deposition of pre-synthesized DNA fragments (`cDNA microarrays') on solid surfaces. To date, the main applications of microarrays are in comprehensive, simultaneous gene expression monitoring and in DNA variation analyses for the identification and genotyping of mutations and polymorphisms. Already at a relatively early stage of its application in plant science, microarrays are being utilized to examine a range of biological issues including the circadian clock, plant defence, environmental stress responses, fruit ripening, phytochrome A signalling, seed development and nitrate assimilation. Novel insights are obtained into the molecular mechanisms co-ordinating metabolic pathways, regulatory and signalling networks. Exciting new information will be gained in the years to come not only from genome-wide expression analyses on a few model plant species, but also from extensive studies of less thoroughly studied species on a more limited scale. The value of microarray technology to our understanding of living processes will depend both on the amount of data to be generated and on its clever exploration and integration with other biological knowledge arising from complementary functional genomics tools for `profiling' the genome, proteome, metabolome and phenome.     

Nanoscale porous silicon waveguide for label-free DNA sensing

Porous silicon (PSi) is an excellent material for biosensing due to its large surface area and its capability for molecular size selectivity. In this work, we report the experimental demonstration of a label-free nanoscale PSi resonant waveguide biosensor. The PSi waveguide consists of pores with an average diameter of 20nm. DNA is attached inside the pores using standard amino-silane and glutaraldehyde chemistry. Molecular binding in the PSi is detected optically based on a shift of the waveguide resonance angle. The magnitude of the resonance shift is directly related to the quantity of biomolecules attached to the pore walls. The PSi waveguide sensor can selectively discriminate between complementary and non-complementary DNA. The advantages of the PSi waveguide biosensor include strong field confinement and a sharp resonance feature, which allow for high sensitivity measurements with a low detection limit. Simulations indicate that the sensor has a detection limit of 50nM DNA concentration or equivalently, 5pg/mm2.     

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.     

Protein microarrays on hybrid polymeric thin films prepared by self-assembly of polyelectrolytes for multiple-protein immunoassays

We report here the development and characterization of protein microarrays fabricated on nanoengineered 3-D polyelectrolyte thin films (PET) deposited on glass slide by consecutive adsorption of polyelectrolytes via self-assembly technique. Antibodies or antigens were immobilized in the PET-coated glass slides by electrostatic adsorption and entrapment of porous structure of the 3-D polymer film and thus establishing a platform for parallel analysis. Both antigen and antibody microarrays were fabricated on the PET-coated slides, and direct and indirect immunoassays on protein microarrays for multiple-analyte detection were demonstrated. Microarrays produced on these PET-coated slides have consistent spot morphology and provide performance features needed for proteomic analysis. The protein microarrays on the PET films provide LOD as low as 6 pg/mL and dynamic ranges up to three orders of magnitude, which are wider than the protein microarrays fabricated on aldehyde and poly-L-lysine functionalized slides. The PET films constructed by self-assembly technique in aqueous solution is green chemistry based, cost-effective method to generate 3-D thin film coatings on glass surface, and the coated slide is well suited for immobilizing many types of biological molecules so that a wide variety of microarray formats can be developed on this type of slide.     

Coating of nitrocellulose for colorimetric DNA microarrays

We report on the modification of a nitrocellulose film with copoly(DMA-NAS-MAPS), a tercopolymer based on N,N-dimethylacrylamide (DMA), N-acryloyloxysuccinimide (NAS), and 3-(trimethoxysilyl)propyl-methacrylate (MAPS). The chains of this polymer, interacting with nitrocellulose fibers, introduce active ester functionalities that promote the covalent binding of short oligonucleotide fragments to the nitrocellulose thin film. Using colorimetric detection, naked eye visible DNA microarrays are developed for easy identification of foodborne pathogens. The fast and robust procedure of nitrocellulose functionalization opens the opportunity to implement this material in disposable analytical microdevices that do not require sophisticated readout systems.     

Missing value estimation methods for DNA microarrays

MOTIVATION: Gene expression microarray experiments can generate data sets with multiple missing expression values. Unfortunately, many algorithms for gene expression analysis require a complete matrix of gene array values as input. For example, methods such as hierarchical clustering and K-means clustering are not robust to missing data, and may lose effectiveness even with a few missing values. Methods for imputing missing data are needed, therefore, to minimize the effect of incomplete data sets on analyses, and to increase the range of data sets to which these algorithms can be applied. In this report, we investigate automated methods for estimating missing data. RESULTS: We present a comparative study of several methods for the estimation of missing values in gene microarray data. We implemented and evaluated three methods: a Singular Value Decomposition (SVD) based method (SVDimpute), weighted K-nearest neighbors (KNNimpute), and row average. We evaluated the methods using a variety of parameter settings and over different real data sets, and assessed the robustness of the imputation methods to the amount of missing data over the range of 1--20% missing values. We show that KNNimpute appears to provide a more robust and sensitive method for missing value estimation than SVDimpute, and both SVDimpute and KNNimpute surpass the commonly used row average method (as well as filling missing values with zeros). We report results of the comparative experiments and provide recommendations and tools for accurate estimation of missing microarray data under a variety of conditions.     

Surface modification for DNA and protein microarrays

Microarrays of biomolecules are emerging as powerful tools for genomics, proteomics, and clinical assays, since they make it possible to screen biologically important binding events in a parallel and high throughput fashion. Because the microarrays are fabricated on a solid support, coating of the surface and immobilization strategy of the biomolecules are major issues for successful microarray fabrication. This review deals with both DNA microarrays and protein microarrays, and focuses on the various modification approaches for the two-dimensional surface materials and three-dimensional ones. In addition, the immobilization strategies including adsorption, covalent attachment, physical entrapment, and affinity attachment of the biomolecules are summarized, and advantage and limitation of representative efforts are discussed.     

Surface plasmon resonance imaging for real-time, label-free analysis of protein interactions with carbohydrate microarrays

Plant lectin recognition of glycans was evaluated by SPR imaging using a model array of N-biotinylated aminoethyl glycosides of β-d-glucose (negative control), α-d-mannose (conA-responsive), β-d-galactose (RCA₁₂₀-responsive) and N-acetyl-β-d-glucosamine (WGA-responsive) printed onto neutravidin-coated gold chips. Selective recognition of the cognate ligand was observed when RCA₁₂₀ was passed over the array surface. Limited or no binding was observed for the non-cognate ligands. SPR imaging of an array of 40 sialylated and unsialylated glycans established the binding preference of hSiglec7 for α2-8-linked disialic acid structures over α2-6-sialyl-LacNAcs, which in turn were recognized and bound with greater affinity than α2-3-sialyl-LacNAcs. Affinity binding data could be obtained with as little as 10–20 μg of lectin per experiment. The SPR imaging technique was also able to establish selective binding to the preferred glycan ligand when analyzing crude culture supernatant containing 10–20 μg of recombinant hSiglec7-Fc. Our results show that SPR imaging provides results that are in agreement with those obtained from fluorescence based carbohydrate arrays but with the added advantage of label-free analysis.     

Innovative metal oxide-based substrates for DNA microarrays

In the present report, we propose a novel approach to synthesize DNA microarrays that employs immobilization of the nucleic acid molecules onto zinc and iron oxide surfaces through their phosphate backbone. Oxide films were prepared by the sol–gel technique and the resulting surfaces were characterized especially with respect to surface chemistry and morphological features by both X-ray photoelectron spectroscopy (XPS) and atomic force microscopy (AFM). ZnO films annealed at T ? 300 °C show the most promising surface features to be employed for DNA microarray preparation, i.e. high density of binding sites (hydroxyl groups), smooth and homogeneous surfaces, high optical transmittance in the visible spectral range suitable for detection using fluorescence, and easy handling during preparation procedures. The analysis of nucleic acid retention on the oxide layers was performed by the scanning of dye-labelled DNA previously printed on the substrate using the DNA microarray robotic arm. Clearly visible spots with regular shape were revealed above the background noise indicating that anchoring of the DNA on the treated surface is efficient and does not interfere with hybridization processes. The use of suitably engineered zinc oxide film makes the immobilization strategy ideal for facile, efficient, and cost-effective manufacturing of DNA microarrays.     

基于发光共轭聚合物的核酸生物传感器

本文介绍了以发光共轭聚合物为基础,以荧光为检测手段,针对核酸进行特异性识别的一类检测信号放大的生物传感器。主要介绍了DNA和RNA的几种检测方法,探讨了影响荧光传感信号的因素。