Statistical design of reverse dye microarrays

MOTIVATION: In cDNA microarray experiments all samples are labelled with either Cy3 dye or Cy5 dye. Certain genes exhibit dye bias-a tendency to bind more efficiently to one of the dyes. The common reference design avoids the problem of dye bias by running all arrays 'forward', so that the samples being compared are always labelled with the same dye. But comparison of samples labelled with different dyes is sometimes of interest. In these situations, it is necessary to run some arrays 'reverse'-with the dye labelling reversed-in order to correct for the dye bias. The design of these experiments will impact one's ability to identify genes that are differentially expressed in different tissues or conditions. We address the design issue of how many specimens are needed, how many forward and reverse labelled arrays to perform, and how to optimally assign Cy3 and Cy5 labels to the specimens. RESULTS: We consider three types of experiments for which some reverse labelling is needed: paired samples, samples from two predefined groups, and reference design data when comparison with the reference is of interest. We present simple probability models for the data, derive optimal estimators for relative gene expression, and compare the efficiency of the estimators for a range of designs. In each case, we present the optimal design and sample size formulas. We show that reverse labelling of individual arrays is generally not required.     

Concepts and approaches towards understanding the cellular redox proteome

The physiological activity of a significant subset of cell proteins is modified by the redox state of regulatory thiols. The cellular redox homeostasis depends on the balance between oxidation of thiols through oxygen and reactive oxygen species and reduction by thiol-disulfide transfer reactions. Novel and improved methodology has been designed during recent years to address the level of thiol/disulfide regulation on a genome-wide scale. The approaches are either based on gel electrophoresis or on chromatographic techniques coupled to high end mass spectrometry. The review addresses diagonal 2D-SDS-PAGE, targeted identification of specific redox-interactions, affinity chromatography with thioredoxins and glutaredoxins, gel-based and non-gel based labelling techniques with fluorophores (such as Cy3, Cy5, ICy), radioisotopes, or with isotope-coded affinity tags (ICAT), differential gel electrophoresis (DIGE) and combined fractional diagonal chromatography (COFRADIC). The extended methodological repertoire promises fast and new insight into the intricate regulation network of the redox proteome of animals, bacteria, and plants.     

用基因表达谱芯片研究人正常肝和肝细胞癌中差异表达的基因

以基因表达谱芯片对人正常肝及肝癌组织基因表达的差异性进行了研究比较。奖４０９６条人ｃＤＮＡ用点样仪点在特制玻片上制备成表达谱芯片;利用肝和肝癌组织的ｍＲＮＡ通过逆转录方法,将Ｃｙ３和Ｃｙ５２种荧光分别标记到两种组织的ｃＤＮＡ上,制备成ｃＤＮＡ探针,并与表达谱芯片进行杂交及扫描,重复４次实验,通过计算机数据处理判定基因是否在上述２种组织中有表达差异,筛选出差异表达的基因共９０３条。基因芯片技术可同时     

Comparison of two combinations of cyanine dyes for prelabelling and gel electrophoresis

We report the use of IC‐OSu ethyl‐Cy3 and ethyl‐Cy5 N‐hydroxysuccinimide ester (NHS) cyanine dyes, which have similar chemical properties as the CyDye? DIGE fluor minimal dyes for pre‐electrophoresis labelling. Multiple sample analyses in different laboratories indicate that the use of IC‐OSu ethyl‐Cy3 and ethyl‐Cy5 NHS ester cyanine dyes produces equivalent results to those obtained with DIGE CyDyes, and allows sample multiplexing and accurate quantitation for differential proteome analysis.     

Evaluation of saturation labelling two-dimensional difference gel electrophoresis fluorescent dyes

Two-dimensional difference gel electrophoresis (2-D DIGE) enables an increased confidence in detection of protein differences. However, due to the nature of the minimal labelling where only approximately 5% of a given protein is labelled, spots cannot be directly excised for mass spectrometry (MS) analysis and detection sensitivity could be further enhanced. Amersham Biosciences have developed a second set of CyDye DIGE Cy 3 and Cy5 dyes, which aim to overcome these limitations through saturation-labelling of cysteine residues. The dyes were evaluated in relation to their sensitivity and dynamic range, their useability as multiplexing reagents and the possibility of direct spot picking from saturation-labelled gels for MS analysis. The saturation-labelling dyes were superior in sensitivity to their minimal-labelling counterparts, silver stain and Sypro Ruby, however, the resulting 2-D spot pattern was significantly altered from that of unlabelled or minimal-labelled protein. The dyes were found to be useful as multiplexing reagents although preferential labelling of proteins with one dye over another was observed but was controlled for through experimental design. Protein identities were successfully obtained from material directly excised from saturation-labelled gels eliminating the need for post-stained preparative gels.     

Anomalous fluorescence enhancement of Cy3 and cy3.5 versus anomalous fluorescence loss of Cy5 and Cy7 upon covalent linking to IgG and noncovalent binding to avidin

This study provides a critical examination of protein labeling with Cy3, Cy5, and other Cy dyes. Two alternate situations were tested. (i) Antibodies were covalently labeled with Cy dye succinimidyl ester at various fluorophore/protein ratios and the fluorescence of the labeled antibodies was compared to that of free Cy dye. (ii) Fluorescent biotin derivatives were synthesized by derivatizing ethylenediamine with one biotin and one Cy3 (or Cy5) residue. The fluorescence properties of these biotin-Cy dye conjugates were examined at all ligand/(strept)avidin ratios (0 相似文献   

Single molecule imaging of the trans-translation entry process via anchoring of the tagged ribosome

Trans-translation is an eubacterial quality control system to rescue the stalled ribosome, in which multiple components such as transfer messenger RNA (tmRNA) and Small protein B (SmpB) are involved. However, how these molecules interact with ribosome remains elusive. Here, we report the single molecule analysis of the trans-translation process. We developed a new method to label the functional ribosome, in which a tag protein (the HaloTag protein of 297 amino acids) was fused to the 30S ribosomal protein S2 and covalently labelled with specific ligand (HaloTag ligand), resulting in the stable and specific labelling of ribosome. Ribosomes were anchored onto the glass surface using biotinylated derivative of the Cy3 HaloTag ligand (i.e. biotin-Cy3-ligand), and real-time interactions of Cy5-tmRNA/SmpB/EF-Tu ternary complexes with anchored ribosomes are observed as a model of the trans-translation entry. Statistical analysis revealed that Cy5-tmRNA/SmpB/EF-Tu ternary complexes bind to the anchored ribosome with the second-order rate constant of 2.6 × 10(6) (1/M/s) and tmRNAs undergo multi-modal pathway before release from ribosome. The methods presented here are also applicable to the analysis for general translation processes.     

Statistical methodology for the analysis of dye-switch microarray experiments

Background  

In individually dye-balanced microarray designs, each biological sample is hybridized on two different slides, once with Cy3 and once with Cy5. While this strategy ensures an automatic correction of the gene-specific labelling bias, it also induces dependencies between log-ratio measurements that must be taken into account in the statistical analysis.     

Nonblinking and long-lasting single-molecule fluorescence imaging

Photobleaching and blinking of fluorophores pose fundamental limitations on the information content of single-molecule fluorescence measurements. Photoinduced blinking of Cy5 has hampered many previous investigations using this popular fluorophore. Here we show that Trolox in combination with the enzymatic oxygen-scavenging system eliminates Cy5 blinking, dramatically reduces photobleaching and improves the signal linearity at high excitation rates, significantly extending the applicability of single-molecule fluorescence techniques.     

Anthocyanins in flowers of genus Rosa, sections Cinnamomeae (=Rosa), Chinenses, Gallicanae and some modern garden roses

Forty-four taxa of three sections (Cinnamomeae (=Rosa) 26, Chinenses 8 and Gallicanae 10) and eight modern garden roses in the genus Rosa were surveyed for their floral anthocyanins. Eleven anthocyanins: 3-glucosides and 3,5-diglucosides of cyanidin (Cy), pelargonidin (Pg) and peonidin (Pn), 3-rutinosides and 3-rho-coumaroylglucoside-5-glucosides of Cy and Pn, and Cy 3-sophoroside, were isolated from flowers of these taxa and identified by chemical and spectroscopic techniques. Four anthocyanins: Cy 3-rutinoside, Pn 3-rutinoside, Pn 3-rho-coumaroylglucoside-5-glucoside and Cy 3-sophoroside were found for the first time in Rosa flowers.Investigated sections of wild roses showed characteristic distribution of anthocyanins. Cy 3,5-diglucoside was the dominant anthocyanin detected in all three sections, but accumulation of Pn 3,5-diglucoside distinguished sections Cinnamomeae from other sections, and the occurrence of Cy 3-glucoside separates section Chinenses from others.Cy 3-sophoroside was detected in large amount in some taxa of section Cinnamomeae: e.g., R. moyesii and its related cultivars, and R. rugosa cv. Salmon Pink. The acylated Cy glycoside was found in all sections and also in some modern garden roses, while the acylated Pn glycoside was detected in the section Cinnamomeae, but not in sections Chinenses and Gallicanae. According to anthocyanin distribution patterns, eight groups were classified chemotaxonomically in genus Rosa.     

Preparation of thiol-reactive Cy5 derivatives from commercial Cy5 succinimidyl ester

The present study offers reliable protocols for the preparation of new thiol-reactive Cy5 derivatives which are urgently needed for single molecule fluorescence microscopy. In a systematic approach, two alternate strategies were found for the extension of commercial amine-reactive Cy5 with thiol-reactive end groups. In the two-step method, Cy5 succinimidyl ester was first reacted with ethylenediamine under conditions which gave approximately 99% asymmetric "Cy5-amine" and only approximately 1% symmetric product with two Cy5 residues. Subsequently, "Cy5-amine" was derivatized with commercial heterobifunctional cross-linkers to introduce thiol-reactive end groups (maleimide or pyridyldithio). Alternatively, commercial Cy5 succinimidyl ester was reacted with a primary amine (MTSEA, methanethiosulfonylethylamine, or PDEA, pyridyldithioethylamine) or a secondary amine (PEM, piperazinylethylmaleimide) to give the corresponding thiol-reactive derivatives in a single step. Results were good for MTSEA, moderate for PEM, and poor for PDEA. An additional drawback of the one-step method was the need for rigorous removal of unreacted Cy5 succinimidyl ester, which would label lysine residues on probe molecules. It is concluded that, except for the Cy5-MTSEA conjugate, the two-step method is much more general, reliable, and easier to follow by the typical biophysicist, biologist, etc., for whose benefit, these procedures are being published. All thiol-reactive Cy5 derivatives showed similar absorption and fluorescence properties as Cy5 succinimidyl ester, and fluorescence was fully retained after binding to thiols on proteins. The kinetics of protein labeling was also examined in order to get an idea of proper labeling conditions.     

Studying the intracellular dissociation of polymer-oligonucleotide complexes by dual color fluorescence fluctuation spectroscopy and confocal imaging

To transfect cells, cationic polymers as well as cationic liposomes are widely investigated as carriers for both oligonucleotides and plasmid DNA. A major step in the successful intracellular delivery of the DNA is the release from its carrier. In this study, dual color fluorescence fluctuation spectroscopy (dual color FFS) was explored in order to characterize the intracellular dissociation of cationic polymer/oligonucleotide complexes. As a model, rhodamine green-labeled oligonucleotides (RhGr-ONs) were complexed with Cy5-labeled polymers of either high molar mass (Cy5-graft-pDMAEMA, 1700 kDa) or low molar mass [Cy5-poly(l-lysine), Cy5-pLL, 30 kDa]. The FFS results were compared with confocal laser scanning microscopy (CLSM) observations. CLSM proved that Cy5-graft-pDMAEMA/RhGr-ON complexes endocytosed by Vero cells dissociate in the cytoplasm: the polymer was only detected in the cytoplasm whereas the (released) RhGr-ONs accumulated in the nucleus. Transfecting Vero cells with Cy5-pLL/RhGr-ON complexes resulted, however, in colocalization of polymer and oligonucleotides in the nucleus. In the latter case, CLSM was not able to prove whether intact Cy5-pLL/RhGr-ON complexes were present in the nucleus or whether both components were located together in the nucleus without being associated. Dual color FFS, which monitors the movement of (dual labeled) fluorescent molecules, was able to answer this question. As a Cy5-pLL/RhGr-ON complex is multimolecular, i.e., it consists of many RhGr-ONs associated with many Cy5-pLL chains, it is both highly green and red fluorescent. Consequently, when Cy5-pLL/RhGr-ON complexes move through the excitation volume, the (green and red) detectors of the FFS instrument detect simultaneously a strong green and red fluorescence peak. Upon transfecting the Vero cells with Cy5-pLL/RhGr-ON complexes, FFS was indeed able to detect simultaneously green and red fluorescence peaks in the cytoplasm but never in the nucleus. From these results we conclude that the Cy5-pLL and RhGr-ONs present in the nucleus after transfection were not associated.     

Fluorescent Labelled Analogues of Neuropeptide Y for the Characterization of Cells Expressing NPY Receptor Subtypes

Abstract

Porcine neuropeptide Y (NPY), a 36 amino acid hormone of the pancreatic polypeptide family, and subtype selective analogues have been synthesized by solid phase peptide synthesis. The peptides were labelled with Cy3^TM, a commercially available fluorescent marker based on a cyanine dye, by solid phase strategy. During the cleavage α partial fragmentation of the fluorescent marker occurred. This has been investigated by means of HPLC and electrospray mass spectrometry. The labelled analogues of NPY showed high affinity to the NPY receptor subtypes Y₁ and Y₂. Thus, Cy3-NPY. Y₁-selective Cy3-[Pro³⁴] NPY and Y₂ selective Cy3-[Ahx^5–24] NPY were used to label SK-N-MC- and SMS-KAN-cells, which are stably expressing the Y₁-(SK-N-MC) and the Y₂-receptor subtype (SMS-KAN). The binding of the labelled analogues to the receptors was reversible and specific. The photoactivatable analogue, [(Tmd)Phe²⁷] NPY, which showed high affinity to both receptor subtypes was labelled with Cy3 in solution. Whereas the fluorescent labelling of the cells with analogues without photoactivatable amino acid was reversible, successful photocrosslinking could be investigated by the irreversible staining of the cells using Cy3-[(Tmd)Phe²⁷] NPY. These subtype selective analogues are exciting tools to trace receptors in tissues and to identify the pharmacologically characterized subtypes without radioactivity.     

Fluorescence stopped-flow studies of single turnover kinetics of E.coli RecBCD helicase-catalyzed DNA unwinding

We have developed and optimized a stopped-flow fluorescence assay for use in studying DNA unwinding catalyzed by Escherichia coli RecBCD helicase. This assay monitors changes in fluorescence resonance energy transfer (FRET) between a pair of fluorescent probes (Cy3 donor and Cy5 acceptor) placed on opposite sides of a nick in duplex DNA. As such, this is an "all-or-none" DNA unwinding assay. Single turnover DNA unwinding experiments were performed using a series of eight fluorescent DNA substrates containing duplex DNA regions ranging from 24 bp to 60 bp. The time-courses obtained by monitoring Cy3 fluorescence display a distinct lag phase that increases with increasing duplex DNA length, reflecting the transient formation of partially unwound DNA intermediates. These Cy3 FRET time-courses are identical with those obtained using a chemical quenched-flow kinetic assay developed previously. The signal from the Cy5 fluorescence probe shows additional effects that appear to specifically monitor the RecD helicase subunit. The continuous nature of this fluorescence assay enabled us to acquire more precise time-courses for many more duplex DNA lengths in a significantly reduced amount of time, compared to quenched-flow methods. Global analysis of the Cy3 and Cy5 FRET time-courses, using an n-step sequential DNA unwinding model, indicates that RecBCD unwinds duplex DNA with an average unwinding rate constant of kU = 200(+/-40) steps s(-1) (mkU = 680(+/-12)bp s(-1)) and an average kinetic step size, m = 3.4 (+/-0.6) bp step(-1) (5 mM ATP, 10 mM MgCl(2), 30 mM NaCl, pH 7.0, 5% (v/v) glycerol, 25.0 degrees C), in excellent agreement with the kinetic parameters determined using quenched-flow techniques. Under these same conditions, the RecBC enzyme unwinds DNA with a very similar rate. These methods will facilitate detailed studies of the mechanisms of DNA unwinding and translocation of the RecBCD and RecBC helicases.     

aCGH.Spline--an R package for aCGH dye bias normalization

MOTIVATION: The careful normalization of array-based comparative genomic hybridization (aCGH) data is of critical importance for the accurate detection of copy number changes. The difference in labelling affinity between the two fluorophores used in aCGH-usually Cy5 and Cy3-can be observed as a bias within the intensity distributions. If left unchecked, this bias is likely to skew data interpretation during downstream analysis and lead to an increased number of false discoveries. RESULTS: In this study, we have developed aCGH.Spline, a natural cubic spline interpolation method followed by linear interpolation of outlier values, which is able to remove a large portion of the dye bias from large aCGH datasets in a quick and efficient manner. Conclusions: We have shown that removing this bias and reducing the experimental noise has a strong positive impact on the ability to detect accurately both copy number variation (CNV) and copy number alterations (CNA).     

Cy5 total protein normalization in Western blot analysis

Western blotting is a widely used method for analyzing specific target proteins in complex protein samples. Housekeeping proteins are often used for normalization to correct for uneven sample loads, but these require careful validation since expression levels may vary with cell type and treatment. We present a new, more reliable method for normalization using Cy5-prelabeled total protein as a loading control. We used a prelabeling protocol based on Cy5 N-hydroxysuccinimide ester labeling that produces a linear signal response. We obtained a low coefficient of variation (CV) of 7% between the ratio of extracellular signal-regulated kinase (ERK1/2) target to Cy5 total protein control signals over the whole loading range from 2.5 to 20.0 μg of Chinese hamster ovary cell lysate protein. Corresponding experiments using actin or tubulin as controls for normalization resulted in CVs of 13 and 18%, respectively. Glyceraldehyde-3-phosphate dehydrogenase did not produce a proportional signal and was not suitable for normalization in these cells. A comparison of ERK1/2 signals from labeled and unlabeled samples showed that Cy5 prelabeling did not affect antibody binding. By using total protein normalization we analyzed PP2A and Smad2/3 levels with high confidence.     

Enzymatic incorporation and fluorescent labelling of cyclooctyne-modified deoxyuridine triphosphates in DNA

The amino group of 5-aminopropargyl-2′-deoxyuridine-5′-triphosphate was labelled with dibenzocyclooctyne (DIBO) and two derivatives of bicyclo [6.1.0] non-4-yne (BCN) with short and long linkers to produce three different cycloalkyne-modified deoxyuridine triphosphates. BCN was successfully incorporated into DNA at multiple sites by enzyme-mediated primer extension and the polymerase chain reaction (PCR). Efficient fluorescent labelling of the BCN-DNA and DIBO-DNA with Cy3-azide was demonstrated.