Evaluating gene expression dynamics using pairwise RNA FISH data

Recently, a novel approach has been developed to study gene expression in single cells with high time resolution using RNA Fluorescent In Situ Hybridization (FISH). The technique allows individual mRNAs to be counted with high accuracy in wild-type cells, but requires cells to be fixed; thus, each cell provides only a "snapshot" of gene expression. Here we show how and when RNA FISH data on pairs of genes can be used to reconstruct real-time dynamics from a collection of such snapshots. Using maximum-likelihood parameter estimation on synthetically generated, noisy FISH data, we show that dynamical programs of gene expression, such as cycles (e.g., the cell cycle) or switches between discrete states, can be accurately reconstructed. In the limit that mRNAs are produced in short-lived bursts, binary thresholding of the FISH data provides a robust way of reconstructing dynamics. In this regime, prior knowledge of the type of dynamics--cycle versus switch--is generally required and additional constraints, e.g., from triplet FISH measurements, may also be needed to fully constrain all parameters. As a demonstration, we apply the thresholding method to RNA FISH data obtained from single, unsynchronized cells of Saccharomyces cerevisiae. Our results support the existence of metabolic cycles and provide an estimate of global gene-expression noise. The approach to FISH data presented here can be applied in general to reconstruct dynamics from snapshots of pairs of correlated quantities including, for example, protein concentrations obtained from immunofluorescence assays.     

Combined DNA-RNA Fluorescent In situ Hybridization (FISH) to Study X Chromosome Inactivation in Differentiated Female Mouse Embryonic Stem Cells

Fluorescent in situ hybridization (FISH) is a molecular technique which enables the detection of nucleic acids in cells. DNA FISH is often used in cytogenetics and cancer diagnostics, and can detect aberrations of the genome, which often has important clinical implications. RNA FISH can be used to detect RNA molecules in cells and has provided important insights in regulation of gene expression. Combining DNA and RNA FISH within the same cell is technically challenging, as conditions suitable for DNA FISH might be too harsh for fragile, single stranded RNA molecules. We here present an easily applicable protocol which enables the combined, simultaneous detection of Xist RNA and DNA encoded by the X chromosomes. This combined DNA-RNA FISH protocol can likely be applied to other systems where both RNA and DNA need to be detected.     

Cellular delivery of siRNA mediated by fusion-active virosomes

RNA interference is expected to have considerable potential for the development of novel specific therapeutic strategies. However, successful application of RNA interference in vivo will depend on the availability of efficient delivery systems for the introduction of small-interfering RNA (siRNA) into the appropriate target cells. This paper focuses on the use of reconstituted viral envelopes ("virosomes"), derived from influenza virus, as a carrier system for cellular delivery of siRNA. Complexed to cationic lipid, siRNA molecules could be efficiently encapsulated in influenza virosomes. Delivery to cultured cells was assessed on the basis of flow cytometry analysis using fluorescently labeled siRNA. Virosome-encapsulated siRNA directed against Green Fluorescent Protein (GFP) inhibited GFP fluorescence in cells transfected with a plasmid encoding GFP or in cells constitutively expressing GFP. Delivery of siRNA was dependent on the low-pH-induced membrane fusion activity of the virosomal hemagglutinin, supporting the notion that virosomes introduce their encapsulated siRNA into the cell cytosol through fusion of the virosomal membrane with the limiting membrane of cellular endosomes, after internalization of the virosomes by receptor-mediated endocytosis. It is concluded that virosomes represent a promising carrier system for cellular delivery of siRNA in vitro as well as in vivo.     

Reflections on the inhibition of RNAi by cell death signaling

Mutations and most transgenes that induce ectopic cell death in Drosophila will produce an inhibitory effect on RNA interference (RNAi) in adjacent cells. When extensive cell death is sporadically induced using a heat shock promoted-head involution defective (hs-hid) transgene, molecular attributes of this inhibition can be studied. For a Green Fluorescent Protein (GFP) RNAi construct, cell death causes a greater accumulation of the mature mRNA and the double stranded RNA with an accompanying reduction in the homologous siRNAs. Endogenous transposable element expression is increased and there is an overall reduction in their corresponding siRNAs. The implications of this finding for the conduct of RNAi and potential reasons for its existence are discussed.     

Effector function of diabetogenic CD4 Th1 T cell clones: a central role for TNF-alpha

Effector function of T cells in autoimmune diabetes has been widely studied with mixed populations of lymphoid T cells stimulated ex vivo, but this approach does not permit evaluation of the contribution by a single T cell clone in the inflammatory site during pathogenesis. We have investigated cytokine production both in vitro and in vivo in a panel of diabetogenic CD4 Th1 T cell clones derived from the NOD mouse. SuperArray analysis showed a common pattern of mRNA expression for inflammatory cytokines and receptors in vitro after TCR stimulation. Ex vivo intracellular cytokine staining demonstrated that two important inflammatory cytokines, IFN-gamma and TNF-alpha, were being made by these T cells recovered from the pancreas 6 days following adoptive transfer. TNF-alpha produced in the pancreas by pathogenic T cell clones and recruited macrophages was not the membrane-bound form. Secreted TNF-alpha can lead to production of multiple inflammatory chemokines, as were observed in the pathogenic clones by intracellular cytokine staining. Our results not only define the nature of an inflammatory cytokine response critical to development of diabetes, but also suggest its role in the regulation of other events during pathogenesis induced by CD4 T cells. Similar analyses in other models demonstrated that disease induced by CD4 T cell clones closely resembles spontaneous autoimmune diabetes in which both CD4 and CD8 T cells are required. Thus, cloned T cells in effect amplify effector function of T cells which otherwise may be difficult to detect without ex vivo stimulation.     

Visualization and quantification of oil in single microalgal cells

Microalgae are considered a promising source of oil for biodiesel production. This work reports an estimation method of oil content inside living microalgal cells by visualization and image processing techniques. This approach was used to analyze the time course of oil accumulation patterns in Nile Red-stained microalgal cells of Scenedesmus sp. cultivated in nitrogen-deficient medium used to induce oil accumulation in microalgal cells. Nile Red staining is a widely used technique for studying oil content of microalgal cells. The intracellular oil content was estimated by mathematically evaluating the oil volume inside the stained cell. This novel visualization approach has the potential to be used in ex vivo studies of oil content at the level of single microalgal cells. This method can also be applied to other types of oil-producing microorganisms because of its accuracy, precision, and reduction in the time and effort required for optimization.     

Cellular Delivery of siRNA Mediated by Fusion-Active Virosomes

RNA interference is expected to have considerable potential for the development of novel specific therapeutic strategies. However, successful application of RNA interference in vivo will depend on the availability of efficient delivery systems for the introduction of small-interfering RNA (siRNA) into the appropriate target cells. This paper focuses on the use of reconstituted viral envelopes (“virosomes”), derived from influenza virus, as a carrier system for cellular delivery of siRNA. Complexed to cationic lipid, siRNA molecules could be efficiently encapsulated in influenza virosomes. Delivery to cultured cells was assessed on the basis of flow cytometry analysis using fluorescently labeled siRNA. Virosome-encapsulated siRNA directed against Green Fluorescent Protein (GFP) inhibited GFP fluorescence in cells transfected with a plasmid encoding GFP or in cells constitutively expressing GFP. Delivery of siRNA was dependent on the low-pH-induced membrane fusion activity of the virosomal hemagglutinin, supporting the notion that virosomes introduce their encapsulated siRNA into the cell cytosol through fusion of the virosomal membrane with the limiting membrane of cellular endosomes, after internalization of the virosomes by receptor-mediated endocytosis. It is concluded that virosomes represent a promising carrier system for cellular delivery of siRNA in vitro as well as in vivo.     

Calibration of indo-1 and resting intracellular [Ca]i in intact rabbit cardiac myocytes.

Fluorescent Ca indicators have been extremely valuable in understanding intracellular [Ca] ([Ca]i) regulation in many cell types. The calibration of these indicators in the intracellular environment, however, has been a continuous challenge. We performed in vivo calibrations of indo-1 in isolated rabbit ventricular myocytes loaded with the acetoxymethylester form of indo-1 and used the perforated patch variation of whole cell voltage clamp. Voltage, [Na], and [K] gradients were eliminated to approach equilibrium. We also took advantage of the powerful Na/Ca exchange in cardiac myocytes so that [Ca]i would be equilibrated with [Ca]o (because there was no [Na] or voltage gradient). The equilibration of [Na] and [Ca] across the membrane was tested by measuring the reversal potential of Na current and poking the cell to test for changes in [Ca]i-dependent fluorescence ratio. The apparent dissociation constant, Kd for indo-1 in the cellular environment was 844 nM, which is approximately 2-3 times higher than that in aqueous solutions. In a separate series of experiments, a null point approach was used to determine the [Ca]i in intact cells at rest for very long periods (82 +/- 6 nM). This is lower than that measured 15 s after a train of steady-state twitches ([Ca]i = 294 +/- 53 nM). These experiments also allowed the direct assessment of the shortening versus [Ca]i relationship in intact cells.     

A mathematical feasibility argument for the use of aptamers in chemotherapy and imaging

A challenge for drug design is to create molecules with optimal functions that also partition efficiently into the appropriate in vivo compartment(s). This is particularly true in cancer treatments because cancer cells upregulate their expression of multidrug resistance transporters, which necessitates a higher concentration of extracellular drug to promote sufficiently high intracellular concentrations for cell killing. Pharmacokinetics can be improved by ancillary molecules, such as cyclodextrins, that increase the effective concentrations of hydrophobic drugs in the blood by providing hydrophobic binding pockets. However, the extent to which the extracellular concentration of drug can be increased is limited. A second approach, different from the ‘push’ mechanism just discussed, is a ‘pull’ mechanism by which the effective intracellular concentrations of a drug is increased by a molecule with an affinity for the drug that is located inside the cell. Here we propose and give a proof in principle that intracellular RNA aptamers might perform this function.The mathematical model considers the following: Suppose I denotes a drug (inhibitor) that must be distributed spatially throughout a cell, but that tends to remain outside the cell due the transport properties of the cell membrane. Suppose that E, an enzyme that binds to I, is expressed by the cell and remains in the cell. It may be that the equilibrium is not sufficiently far enough to the right to drive enough free inhibitor into the cell to completely inhibit the enzyme.Here we evaluate the use of an intracellular aptamer with affinity for the inhibitor (I) to increase the efficiency of inhibitor transport across the cell membrane and thus drive the above equilibrium further to the right than would ordinarily be the case. We show that this outcome will occur if: (1) the aptamer neither binds too tightly nor too weakly to the inhibitor than the enzyme and (2) the aptamer is much more diffusible in the cell cytoplasm than the enzyme. Thus, we propose and show by simulation that an intracellular aptamer can be enlisted for an integrated approach to increasing inhibitor effectiveness and imaging aptamer-expressing cells.     

Membrane perturbation through novel cell-penetrating peptides influences intracellular accumulation of imatinib mesylate in CML cells

Chronic myeloid leukemia is a stem cell disease with the presence of Philadelphia chromosome generated through reciprocal translocation of chromosome 9 and 22. The use of first- and second-generation tyrosine kinase inhibitors has been successful to an extent. However, resistance against such drugs is an emerging problem. Apart from several drug-resistant mechanisms, drug influx/efflux ratio appears to be one of the key determinants of therapeutic outcomes. In addition, intracellular accumulation of drug critically depends on cell membrane fluidity and lipid raft dynamics. Previously, we reported two novel cell-penetrating peptides (CPPs), namely, cationic IR15 and anionic SR11 present in tryptic digest of Abrus agglutinin. Here, the potential of IR15 and SR11 to influence intracellular concentration of imatinib has been evaluated. Fluorescent correlation spectroscopy and lifetime imaging were employed to map membrane fluidity and lipid raft distribution following peptide-drug co-administration. Results show that IR15 and SR11 are the two CPPs which can modulate membrane fluidity and lipid raft distribution in K562 cells. Both IR15 and SR11 significantly reduce the viability of CML cells in the presence of imatinib by increasing the intracellular accumulation of the drug.     

Use of Green Fluorescent Protein in mouse embryos

Green Fluorescent Protein (GFP) has rapidly been established as a versatile and powerful cell marker in many organisms. Initial problems in using it in mammalian cells were solved by introducing mutations to increase its solubility at higher temperatures, such that GFP has now been used as a reporter in both gene expression and cell lineage studies, and to localize proteins within mammalian cells. GFP has two unique advantages: (i) the protein becomes fluorescent in an autocatalytic reaction, so that it can be introduced into any cell type simply as a cDNA or mRNA, or as protein; (ii) it is "bright" enough to be visualized in living cells under conditions that do not cause photodamage to the cells. In this article we outline the ways in which we have used GFP mRNA and cDNA in our studies of mouse cell lineages, and to characterize the behavior of proteins within the embryos.     

Reflections on the inhibition of RNAi by cell death signaling

Mutations and most transgenes that induce ectopic cell death in Drosophila will produce an inhibitory effect on RNA interference (RNAi) in adjacent cells. When extensive cell death is sporadically induced using a heat shock promoted-head involution defective (hs-hid) transgene, molecular attributes of this inhibition can be studied. For a Green Fluorescent Protein (GFP) RNAi construct, cell death causes a greater accumulation of the mature mRNA and the double stranded RNA with an accompanying reduction in the homologous siRNAs. Endogenous transposable element expression is increased and there is an overall reduction in their corresponding siRNAs. The implications of this finding for the conduct of RNAi and potential reasons for its existence are discussed.     

Apical cargo traverses endosomal compartments on the passage to the cell surface

Epithelial polarity is based on intracellular sorting machinery that maintains the asymmetric distribution of lipids and proteins to the cell surface. Dependent on their lipid raft affinity, newly synthesized apical polypeptides are segregated into distinct vesicle populations subsequent to the passage through the Golgi apparatus. Using a combined fluorescence microscopic and biochemical approach, we found that lipid raft-associated sucrase-isomaltase (SI) as well as non-raft-associated lactase-phlorizin hydrolase (LPH) traverse endosomal compartments before entering the apical membrane. Fluorescent fusion proteins of both hydrolases were co-stained with Rab4-, Rab8- and Rab11-positive endosomes in polarized Madin-Darby canine kidney and non-polarized COS-1 cells. Immunoisolation of post-Golgi vesicles subsequent to different times of TGN release revealed that LPH and SI navigate in chronological order through Rab4-, Rab8- and Rab11-positive endosomes. Thereafter, the two hydrolases are segregated into distinct vesicle populations. In addition, apical membrane traffic could be significantly inhibited by RNA interference-mediated depletion of these guanosine triphosphatases. These results suggest that in epithelial cells, lipid raft-dependent and -independent apical cargo follow a transendosomal route.     

Synthesis and Intracellular Localization of Vaccinia Virus Deoxyribonucleic Acid-dependent Ribonucleic Acid Polymerase

The time course of vaccinia deoxyribonucleic acid (DNA)-dependent ribonucleic acid (RNA) polymerase synthesis and its intracellular localization were studied with virus-infected HeLa cells. Viral RNA polymerase activity could be meassured shortly after viral infection in the cytoplasmic fraction of infected cells in vitro. However, unless the cells were broken in the presence of the nonionic detergent Triton-X-100, no significant synthesis of new RNA polymerase was detected during the viral growth cycle. When cells were broken in the presence of this detergent, extensive increases in viral RNA polymerase activity were observed late in the infection cycle. The onset of new RNA polymerase synthesis was dependent on prior viral DNA replication. Fluorodeoxyuridine (5 x 10(-5)m) prevented the onset of viral polymerase synthesis. Streptovitacin A, a specific and complete inhibitor of protein synthesis in HeLa cells, prevented the synthesis of RNA polymerase. Thus, the synthesis of RNA polymerase is a "late" function of the virus. The newly synthesized RNA polymerase activity was primarily bound to particles which sedimented during high-speed centrifugation. These particles have been characterized by sucrose gradient centrifugation. A major class of active RNA polymerase particles were considerably "lighter" than whole virus in sucrose gradients. These particles were entirely resistant to the action of added pancreatic deoxyribonuclease, and they were not stimulated by added calf thymus primer DNA. It is concluded that these particles are not active in RNA synthesis in vivo, and that activation occurs as a result of detergent treatment in vitro.     

Flow cytoenzymology of intracellular tartrate-resistant acid phosphatase.

Tartrate-resistant acid phosphatase (TRACP) is a cytochemical marker for hairy cell leukemia, macrophages, dendritic cells, and osteoclasts. Our purpose was to develop multicolor cytofluorometric methods to evaluate intracellular TRACP enzymic activity using a fluorogenic cytochemical reaction in combination with immunochemical stains for distinct surface membrane antigens. Monocyte-derived dendritic cells (DCs) were the model TRACP-expressing cells studied. Intracellular TRACP activity was disclosed using naphthol-ASBI phosphate as substrate with fast red-violet LB salt as coupler for the reaction product. Before the TRACP enzymic reaction, surface antigens, CD86 and CD11c of DCs, were bound with specific fluorescent antibodies to test compatibility of surface labeling and intracellular staining. TRACP activity varied in DCs from donor to donor but was reproducible on repeated examinations of each sample. Samples could be stained for simultaneous analysis of surface antigens and intracellular TRACP activity, provided certain technical details were observed. The TRACP reaction time should not exceed 9 min and the cell number should not exceed 2 x 10(5)/100 micro l test. Fluorescent surface labels did not affect the intensity of the TRACP stain, but the intensity of some surface labels may be diminished by elution of low-affinity antibodies during the TRACP reaction. Readjustment of the threshold settings in triple-labeled cells is needed to compensate for this phenomenon. Intracellular TRACP activity can be quantitated in subpopulations of cells within mixed cell populations by flow cytofluorometry using simple cytochemical methods in combination with fluorescent antibodies to cell-surface and other differentiation antigens. The cytochemical method should be useful for basic investigations of differentiation, maturation, and function of macrophages, DCs, and osteoclasts, and for diagnosis and management of hairy cell leukemia.     

Rapid assessment of physiological status in Escherichia coli using fluorescent probes

Rapid and direct viability assessment of Escherichia coli in filtered, sterile lake water was possible using multiparameter flow cytometry. Fluorescent dyes were used as probes for different cellular functions (membrane potential, membrane integrity and intracellular enzyme activity), which were correlated with the ability of the cells to respond to nutrient addition while in a stressed state. Measurement of several criteria circumvented limitations imposed by other methods, and provided extensive evidence for the validity of the methods for monitoring cell viability during adoption of a viable-but-non-culturable state in starved E, coli. Macromolecular staining was concomitantly used to monitor changes in cellular protein, RNA and DNA as additional indicators of physiological status during starvation/stress.     

Preparation of label from small cell numbers for microarray screening

Common methods for amplification of labelled cRNA for hybridisation to Affymetrix GeneChips (Affymetrix Inc., Santa Clara, CA) assume that starting material is not limiting and require 2-5 microg of total RNA. However, often the target population of cells under study is a rare subset like stem cells or dendritic cells. To bypass this difficulty in the past, either the whole tissue or a representative cell line was used to obtain enough cells for experimentation. There are obvious limitations with these approaches. In the case of whole tissue, there are contaminating cells types, and cell lines may not exactly reflect cells in vivo. It has been reported that two cycles of amplification can generate enough labelled cRNA for hybridisation from as little as 2 ng of total RNA. This allows Affymetrix technology to be used to screen the gene expression of cells in low number, rare cell subsets or small patient biopsies. Adoption of this approach can be used to give an accurate profile of genes expressed in the specific cell subset of interest. Published methods and successful variations applied to these are discussed here.