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Whole transcriptome amplification for gene expression profiling and development of molecular archives.

Expression profiling of clinically obtainable tumor specimens has been hindered by the need for microgram quantities of RNA. In vitro transcription (IVT)-based amplifications are most commonly used to amplify small quantities of RNA for microarray analysis. However, significant drawbacks exist with IVT-based amplification, and the need for alternative amplification methods remains. Herein, we validate whole transcriptome amplification (WTA), an exponential amplification technique that produces cDNA libraries and amplified target in 3 to 4 hours from nanogram quantities of total RNA using a combination of cDNA microarrays and quantitative polymerase chain reaction (PCR). We demonstrate that WTA material can serve as a "molecular archive" because a WTA cDNA library can be faithfully amplified through multiple rounds of PCR amplification, allowing it to serve as a bankable and distributable resource. To demonstrate applicability, WTA was combined with laser capture microdissection to profile frozen prostate tissues. Unlike most IVT-based and exponential amplification techniques, WTA does not depend on the presence of a poly-A tail. Thus, we demonstrate that WTA is compatible with artificially degraded RNA and RNA isolated from formalin-fixed paraffin-embedded tissues. Taken together, WTA represents a versatile approach to profile and archive cDNA from minute tumor samples and is compatible with partially degraded RNA.

Biological Specimen Banks↗

HPLC purification of RNA for crystallography and NMR.

Homogeneous preparations of milligram quantities of RNA are a prerequisite for their characterization by biophysical methods such as crystallography or NMR spectroscopy. Methods for obtaining milligram quantities of pure synthetic RNA are described in this paper. These methods employ anion exchange HPLC for purifying full-length sequence from failure sequences and incompletely deprotected material. RNA molecules with little or extensive amounts of secondary structure could be purified. In cases where the RNA molecule was tightly folded, the cation in the eluent buffer influenced both the distinction of the peaks during chromatography and the final folded conformation. Finally, two RNA sequences were chemically synthesized, deprotected, purified, and crystallized using this methodology.

Base Sequence↗

Synthesis of protein in the pancreas. II. The role of ribonucleoprotein in protein synthesis.

1. The ribonucleoprotein of the microsome fraction which sediments at 40,000 R.P.M. as a pellet (and which is referred to as the pellet material) has been studied with reference to its role in protein synthesis in the pancreas. 2. In pellet material nucleic acid and protein form a definite complex as shown by its electrophoretic behavior and unchanging composition under various conditions. 3. Protein of pellet material is not especially rich in the diamino acids. 4. Evidence is brought forward indicating that the protein component of pellet material takes part in the general process of protein synthesis in the cell. (a) The well known correlation between quantity of RNA and rate of protein synthesis in a tissue implicates the protein of the pellet material, for most of the RNA in the pancreas and other tissues is in this material. (b) Uptake of isotopically labelled glycine by the pellet material, confirming results of previous workers, is for short periods greater than in other protein fractions. (c) Comparing the pellet materials of pancreas, liver, and kidney-three tissues with vastly different rates of protein synthesis, in the sequence given-there is a correlation between the quantity of RNA in the pellet and the rate of protein synthesis in the tissue; a similar correlation between quantity of RNA in the pellet material and rate of N(15)-glycine uptake by the protein component of the pellet; and finally, the level of uptake by total protein varies with the tissue and is related to the uptake of N(15)-glycine by protein of the pellet. 5. In the pancreas a distinction can be made between proteins synthesized for secretion and the nucleoprotein of the pellet (not found in the secretion) which, however, takes part in the synthetic process, as shown by the fact that the N(15) uptake by protein of the pellet is increased when the synthesis of digestive enzymes is stimulated by secretion. 6. The time course of N(15) uptake by proteins of the pancreas indicates that pellet protein serves as precursor material in the synthesis of the secretory proteins. 7. Rate of uptake of N(15)-glycine by the purines of RNA of the pellet material is not correlated with uptake by the protein. 8. The uptake of C(14)-alanine by an in vitro system of microsomes + mitochondria is impaired by preincubation of the microsomes with ribonuclease. This is direct experimental evidence for the dependence of protein synthesis upon the presence or intactness of ribonucleic acid in the microsomes.

Cytoplasm↗

A robust method for the amplification of RNA in the sense orientation.

BACKGROUND: Small quantities of RNA (1-4 microg total RNA) available from biological samples frequently require a single round of amplification prior to analysis, but current amplification strategies have limitations that may restrict their usefulness in downstream genomic applications. The Eberwine amplification method has been extensively validated but is limited by its ability to produce only antisense RNA. Alternatives lack extensive validation and are often confounded by problems with bias or yield attributable to their greater biological and technical complexity. RESULTS: To overcome these limitations, we have developed a straightforward and robust protocol for amplification of RNA in the sense orientation. This protocol is based upon Eberwine's method but incorporates elements of more recent amplification techniques while avoiding their complexities. Our technique yields greater than 100-fold amplification, generates long transcript, and produces mRNA that is well suited for use with microarray applications. Microarrays performed with RNA amplified using this protocol demonstrate minimal amplification bias and high reproducibility. CONCLUSION: The protocol we describe here is readily adaptable for the production of sense or antisense, labeled or unlabeled RNA from intact or partially-degraded prokaryotic or eukaryotic total RNA. The method outperforms several commercial RNA amplification kits and can be used in conjunction with a variety of microarray platforms, such as cDNA arrays, oligonucleotide arrays, and Affymetrix GeneChip arrays.

Algorithms↗

T7 RNA polymerase produces 5' end heterogeneity during in vitro transcription from certain templates.

The use of T7 RNA polymerase to prepare large quantities of RNA of a particular sequence has greatly facilitated the study of both the structure and function of RNA. Generally, it has been believed that the products of this technique are highly homogeneous in sequence, with only a few noted exceptions. We have carefully examined the transcriptional products of several tRNAs that vary in their 5' end sequence and found that, for those molecules that begin with multiple, consecutive guanosines, the transcriptional products are far from homogenous. Although a template beginning with GCG showed no detectable 5' end heterogeneity, two tRNA templates designed to have either four or five consecutive guanosines at their 5' ends had more than 30% of their total transcriptional products extended by at least one untemplated nucleotide at their 5' end. By simply reducing the number of consecutive guanosines, the heterogeneity was reduced significantly. The presence of this 5' end heterogeneity in combination with the 3' end heterogeneity common to T7 transcriptions results in a mixture of RNA molecules even after rigorous size purification.

Alanine-tRNA Ligase↗

Quantitative analysis of La Crosse virus transcription and replication in cell cultures and mosquitoes.

La Crosse (LAC) virus (family Bunyaviridae, genus Orthobunyavirus) small (S) segment negative-sense RNA genome (vRNA), positive-sense full-length RNA complement (vcRNA), and subgenomic mRNA were assayed in infected cell cultures and female Aedes (Ochlerotatus) triseriatus mosquito tissues using quantitative PCR (Q-PCR). During persistent infection of C6/36 (Aedes albopictus) and MAT (Aedes triseriatus) cultured cells and cytolytic infection of BHK-21 cultured cells, LAC vRNA was the most abundant RNA species, followed by mRNA and vcRNA. RNA copy numbers per cell were quantified and vRNA correlated to virus titer in cell culture medium. The Q-PCR assay proved more sensitive than reverse transcription (RT)-PCR and immunofluorescence assays (IFA) for detecting LAC virus infection of mosquitoes. After infection of female mosquitoes orally, quantities of LAC RNA increased in ovaries for 6 days, and as ovarian biosynthetic activity quiesced, LAC RNA quantities decreased then remained detectable at a low level. After a second, noninfectious blood meal, quantities of LAC RNA in ovaries increased significantly, quantitatively confirming correlation of LAC virus RNA synthesis with vector metabolic activity. Coregulation of viral replication and mosquito ovary metabolic activity may condition efficient transovarial transmission.

Aedes↗

Reliability and reproducibility of gene expression measurements using amplified RNA from laser-microdissected primary breast tissue with oligonucleotide arrays.

Combined use of microdissection and high-density oligonucleotide arrays is a powerful technique to study in vivo gene expression. Because microdissection generally yields ng quantities of RNA, RNA amplification is necessary but affects array results. We tested the reliability and reproducibility of oligonucleotide array data obtained from small sample amplified RNA isolated from primary tissues via laser capture microdissection, to determine whether gene expression measurements obtained under these now customary conditions are reliable and reproducible enough to detect authentic expression differences between clinical samples. We performed eight U133A Affymetrix GeneChip oligonucleotide array hybridizations using RNA isolated from a single normal human breast specimen: two standard and six small samples prepared using independent microdissections, RNA isolations, and amplifications. We then performed six array hybridizations using RNA obtained similarly from paired normal epithelium and ductal carcinoma in situ from three independent breast specimens. We determined reliability by analysis of hybridization quality metrics, and reproducibility by analysis of the number of more than twofold changed genes, linear regression, and principal components analysis. All amplified RNA generated good quality hybridizations. From the initial specimen, correlations between replicates (r = 0.96 to 0.99) and between small samples (r = 0.94 to 0.98) were high, and between standard and small samples (r = 0.84) were moderate. In contrast, in the three normal cancer pairs, the differences in gene expression were large among the normal samples, the ductal carcinoma in situ samples, and between normal and ductal carcinoma in situ within each pair. These differences were a much larger source of variability than the technical variability introduced by the processes of laser capture microdissection, small sample amplification, and array hybridization. Nanogram quantities of RNA isolated from primary tissue using laser-capture microdissection generates reliable and reproducible gene expression measurements. These measurements do not mirror those obtained using micrograms of RNA. Biological variability in gene expression between independent specimens, and between histologically distinct samples within a specimen, is greater than the technical variability associated with the procedures. Future studies of in vivo gene expression using this approach will identify functionally important differences within or between specimens.

Breast Neoplasms↗

The HTLV-1 Rex protein induces nuclear accumulation of unspliced viral RNA by avoiding intron excision and degradation.

The human T-cell leukemia virus (HTLV-1) Rex protein is essential for the cytoplasmic accumulation of incompletely spliced transcripts that code for the viral structural proteins. In this study effects of Rex on the amounts of total, spliced and unspliced RNA from HTLV-1 were determined. In transfected fibroblasts Rex production resulted in reduced amounts of spliced RNA and increased quantities of unspliced RNA in the nucleus. However, the total amount of viral RNA was not affected and the stability of spliced transcripts was not changed, thus indicating that only the rate of splicing was reduced. Rex action also reduced splicing in immortalized human cord blood T-cells. However, the total amount of viral transcripts and the stability of unspliced RNA in these cells were also increased in the presence of Rex. This indicates that Rex also prevents the degradation of unspliced transcripts in T-cells. The changes in the relative amounts of spliced and unspliced RNA induced by Rex were observed not only in the cytoplasm but also in the nucleus. Thus Rex affects the nucleocytoplasmic transport, splicing and stability of HTLV-1 RNA in the nucleus. These observations may suggest that Rex directs the unspliced viral RNA to the cytoplasm via a nuclear compartment that is not accessible to splicing and degradation factors.

Animals↗

A general method for rapid and nondenaturing purification of RNAs.

A key bottleneck in RNA structural studies is preparing milligram quantities of RNA, and current techniques have changed little in over a decade. To address this, we have developed an affinity tag-based purification method of RNA oligonucleotides. The tag is attached to the 3'-end of almost any desired RNA sequence, allowing for the rapid and specific removal of the RNA of interest directly from in vitro transcription reactions using an affinity column to which a specific RNA-binding protein has been attached. Following a wash, the RNA of interest is eluted by the addition of imidazole to the column, activating a mutant HdeltaV ribozyme incorporated into the tag. The affinity column can then be rapidly regenerated using conditions that release the protein-RNA tag interaction without denaturing the protein. To demonstrate that this method rapidly generates high-quality RNA, we have transcribed, purified, and generated diffraction-quality crystals of a mutant form of the Tetrahymena thermophila P4-P6 domain in a 48-h time period.

Affinity Labels↗

Temporal changes of [3H]uridine and [14C]thymidine incorporation and total organ DNA and RNA in rat thymus.

Aging at organ, cell and molecular levels is characterized by a variety of deleterious changes. Theoretically, all of these changes must be linked to the primary informational molecule DNA and its ancillary control proteins. The present experiments were done to determine how the rate of nucleotide uptake and/or total quantity of RNA and DNA vary with age. Thymus showed age-related changes in radionucleotide uptake and total quantity of RNA and DNA. The ratio of DNA to RNA is higher in organs of younger animals. Total organ thymus DNA decreased between maturity and senescence. Sexual maturation correlates with DNA and RNA in total organ content or in synthesis.

Aging↗

Nucleocytoplasmic RNA transport.

A number of closely related post-transcriptional facets of RNA metabolism show nuclear compartmentation, including capping, methylation, splicing reactions, and packaging in ribonucleoprotein particles (RNP). These nuclear 'processing' events are followed by the translocation of the finished product across the nuclear envelope. Due to the inherent complexity of these interrelated events, in vitro systems have been designed to examine the processes separately, particularly so with regard to translocation. A few studies have utilized nuclear transplantation/microinjection techniques and specialized systems to show that RNA transport occurs as a regulated phenomenon. While isolated nuclei swell in aqueous media and dramatic loss of nuclear protein is associated with this swelling, loss of RNA is not substantial, and most studies on RNA translocation have employed isolated nuclei. The quantity of RNA transported from isolated nuclei is related to hydrolysis of high-energy phosphate bonds in nucleotide additives. The RNA is released predominantly in RNP: messenger-like RNA is released in RNP which have buoyant density and polypeptide composition similar to cytoplasmic messenger RNP, but which have distinctly different composition from those in heterogeneous nuclear RNP. Mature 18 and 28S ribosomal RNA is released in 40 and 60S RNP which represent mature ribosomal subunits. RNA transport proceeds with characteristics of an energy-requiring process, and proceeds independently of the presence or state of fluidity of nuclear membranes. The energy for transport appears to be utilized by a nucleoside triphosphatase (NTPase) which is distributed mainly within heterochromatin at the peripheral lamina. Photoaffinity labeling has identified the pertinent NTPase as a 46 kD polypeptide which is associated with nuclear envelope and matrix preparations. The NTPase does not appear to be modulated via direct phosphorylation or to reflect kinase-phosphatase activities. A large number of additives (including RNA and insulin) produce parallel effects upon RNA transport and nuclear envelope NTPase, strengthening the correlative relationship between these activities. Of particular interest has been the finding that carcinogens induce specific, long-lasting increases in nuclear envelope (and matrix) NTPase; this derangement may underlie the alterations in RNA transport associated with cancer and carcinogenesis.(ABSTRACT TRUNCATED AT 400 WORDS)

Animals↗

Synthesis of helix 69 of Escherichia coli 23S rRNA containing its natural modified nucleosides, m(3)Psi and Psi.

The synthesis of 3-methylpseudouridine (m(3)Psi) phosphoramidite, 5'-O-[benzhydryloxybis(trimethylsilyloxy)silyl]-2'-O-[bis(2-acetoxyethoxy)methyl]-3-methylpseudouridine-3'-(methyl-N,N-diisopropyl)phosphoramidite, is reported. Selective pivaloyloxymethyl protection of the Psi N1 followed by methylation at N3 was used to generate the naturally occurring pseudouridine analogue. The m(3)Psi phosphoramidite was used in combination with pseudouridine (Psi) and standard base phosphoramidites to synthesize a 19-nucleotide RNA representing helix 69 of Escherichia coli 23S ribosomal RNA (rRNA) (residues 1906-1924), containing a single m(3)Psi at position 1915 and two Psi's at positions 1911 and 1917. Our synthesis of the fully modified helix 69 RNA demonstrates the ability to make milligram quantities of RNA that can be used for further high-resolution structure studies. Site-selective introduction of the methyl group at the N3 position of pseudouridine at position 1915 causes a slight increase in the thermodynamic stability of the RNA hairpin relative to pseudouridine; RNAs containing either uridine or 3-methyluridine at position 1915 have similar stability. One-dimensional imino proton NMR and circular dichroism spectra of the modified RNAs reveal that the methyl group does not cause any substantial changes in the RNA hairpin structure.

Circular Dichroism↗

A simple approach for estimating gene expression in Candida albicans directly from a systemic infection site.

Gene expression analysis after the host-pathogen interaction is revolutionizing our understanding of the host response to infection. Numerous studies have utilized microarray analysis to follow host cell transcriptome alterations in response to interactions with infectious pathogens. However, similar analyses of pathogen transcriptional adaptation at the infection site have been limited. Understanding the nature of this interaction from the pathogen perspective at different sites and stages of infection is central to strategies for development of new anti-infective therapies. Toward this end, we developed a protocol to analyze changes in gene expression for a eukaryotic pathogen, Candida albicans, during systemic infection in mice. The experimental approach takes advantage of the resistance of the cell wall of many fungal pathogens to cell lysis, relative to mammalian cells. After lysis of mammalian cells, the tissue mixture containing fungal cells is depleted of mammalian RNA by centrifugation, followed by enzymatic digestion. RNA-digesting enzymes are then inhibited before eukaryotic cell lysis and RNA isolation. The protocol provides a reproducible quantity of RNA based on pathogen cell number. The quality of the RNA allowed reliable downstream transcriptional analysis using reverse-transcription polymerase chain reaction and microarrays. The in vivo gene expression data confirmed involvement of several putative pathogenesis genes. More importantly, the results provided a wealth of biologically interesting hypotheses to direct future investigation.

Animals↗

[Quantitative cytochemical study of the RNA in tumor cells. II. The characteristics of the cell populatoins].

The quantity of DNA and RNA in tymocytes of AKR mice has been determined by Methylen blue staining. Cell populations of normal and tumor animals were divided into two groups with equal content of DNA to measure RNA content in either of them. The tumor cells had up to 380% RNA, if the normal content be taken for 100%. Dynamics of RNA modifications in cells of normal tymocytes corresponded to the increasing DNA quantity. The RNA quantity in tumor cells increased in the beginning of S-phase.

Animals↗

RNA amplification strategies for small sample populations.

Advances in high throughput cloning strategies have led to sequencing of the human genome as well as progress in the sequencing of the genome of several other species. Consequently, the field of molecular genetics is blossoming into a multidisciplinary entity that is revolutionizing the way researchers evaluate a myriad of critical concepts such as development, homeostasis, and disease pathogenesis. There is tremendous interest in the quantitative assessment of tissue-specific expression of both newly identified and well characterized specific genes and proteins. At present, an ideal approach is to assess gene expression in single elements recorded physiologically in living preparations or by immunocytochemical or histochemical methods in fixed cells in vitro or in vivo. The quantity of RNA harvested from individual cells is not sufficient for standard RNA extraction methods. Therefore, exponential polymerase-chain reaction based analyses, and linear RNA amplification including amplified antisense RNA amplification and a newly developed terminal continuation RNA amplification methodology have been developed for use in combination with microdissection procedures and cDNA/oligonucleotide microarray platforms. RNA amplification is a series of intricate procedures to amplify genetic signals from minute quantities of starting materials for microarray analysis and other downstream genetic methodologies. RNA amplification procedures effectively generate quantities of RNA through in vitro transcription. The present report illustrates practical usage of RNA amplification technologies within the context of regional, population cell, and single cell analyses in the brain.

Brain↗