Predictive modeling of plant messenger RNA polyadenylation sites

Background

Investigators in the biological sciences continue to exploit laboratory automation methods and have dramatically increased the rates at which they can generate data. In many environments, the methods themselves also evolve in a rapid and fluid manner. These observations point to the importance of robust information management systems in the modern laboratory. Designing and implementing such systems is non-trivial and it appears that in many cases a database project ultimately proves unserviceable.

Results

We describe a general modeling framework for laboratory data and its implementation as an information management system. The model utilizes several abstraction techniques, focusing especially on the concepts of inheritance and meta-data. Traditional approaches commingle event-oriented data with regular entity data in ad hoc ways. Instead, we define distinct regular entity and event schemas, but fully integrate these via a standardized interface. The design allows straightforward definition of a "processing pipeline" as a sequence of events, obviating the need for separate workflow management systems. A layer above the event-oriented schema integrates events into a workflow by defining "processing directives", which act as automated project managers of items in the system. Directives can be added or modified in an almost trivial fashion, i.e., without the need for schema modification or re-certification of applications. Association between regular entities and events is managed via simple "many-to-many" relationships. We describe the programming interface, as well as techniques for handling input/output, process control, and state transitions.

Conclusion

The implementation described here has served as the Washington University Genome Sequencing Center's primary information system for several years. It handles all transactions underlying a throughput rate of about 9 million sequencing reactions of various kinds per month and has handily weathered a number of major pipeline reconfigurations. The basic data model can be readily adapted to other high-volume processing environments.     

Specific polyadenylation and purification of total messenger RNA from Escherichia coli.

Obtaining pure mRNA preparations from prokaryotes has been difficult, if not impossible, for want of a poly(A) tail on these messages. We have used poly(A) polymerase from yeast to effect specific polyadenylation of Escherichia coli polysomal mRNA in the presence of magnesium and manganese. The polyadenylated total mRNA, which could be subsequently purified by binding to and elution from oligo(dT) beads, had a size range of 0.4-4.0 kb. We have used hybridization to a specific plasmid-encoded gene to further confirm that the polyadenylated species represented mRNA. Withdrawal of Mg2+ from the polyadenylation reaction resulted in addition of poly(A) to 16S rRNA despite the presence of Mn2+, indicating the vital role of Mg2+ in maintaining the native structure of polysomes. Complete dissociation of polysomes into ribosomal subunits resulted in quantitative polyadenylation of both 16S and 23S rRNA species. Chromosomal lacZ gene-derived messages were quantitatively recovered in the oligo(dT)-bound fraction, as demonstrated by RT-PCR analysis. Potential advantages that accrue from the availability of pure total mRNA from prokaryotes is discussed.     

Assembly in an in vitro splicing reaction of a mouse insulin messenger RNA precursor into a 60-40S ribonucleoprotein complex.

An SP6/mouse insulin RNA precursor containing two exons and one intron can be spliced in a partially purified nuclear extract isolated from MOPC-315 mouse myeloma cells. We have detected the putative RNA splicing intermediate (intron-3'exon) in a lariat form, the excised intron in a lariat form, and the mRNA spliced product. The in vitro splicing reaction of gel-purified RNA precursors requires ATP and Mg2+ and was accompanied by the formation of a 60-40S ribonucleoprotein complex. The formation of the 60S complex requires ATP. At least two Sm snRNPs containing U1 and U2 RNAs are components of the 60-40S complex. The assemble of those snRNPs occurs early during the splicing reaction and it requires ATP and intron containing pre-mRNAs.     

Polysomal and non-polysomal messenger RNA in neuroblastoma cells: Lack of correlation between polyadenylation or initiation efficiency and messenger RNA location

Neuroblastoma cytoplasm was fractionated on sucrose gradients into polysomes (>90 S) and non-polysomal particles (<90 S). Purified RNA from these fractions was translated using a wheat germ lysate and translation products were compared by two-dimensional gel electrophoresis. Non-polysomal messenger RNA directed the synthesis of a specific subset of polysomal mRNA translation products. Careful comparison of individual translation products demonstrated that specific mRNAs were not randomly distributed between polysomes and the non-polysomal fraction.Fractionation of both RNA populations into polyadenylated (poly(A)⁺) and non-adenylated (poly(A)^?) species indicated that specific, abundant non-polysomal mRNAs were not less adenylated than their polysomal counterparts. Furthermore, comparison of translation products from assays of subsaturating and supersaturating RNA concentrations demonstrated that no simple correlation could be made between the relative initiation efficiency of a specific mRNA and its distribution between polysomes and non-polysomal particles.     

RNA degradation by the exosome is promoted by a nuclear polyadenylation complex

The exosome complex of 3'-5' exonucleases participates in RNA maturation and quality control and can rapidly degrade RNA-protein complexes in vivo. However, the purified exosome showed weak in vitro activity, indicating that rapid RNA degradation requires activating cofactors. This work identifies a nuclear polyadenylation complex containing a known exosome cofactor, the RNA helicase Mtr4p; a poly(A) polymerase, Trf4p; and a zinc knuckle protein, Air2p. In vitro, the Trf4p/Air2p/Mtr4p polyadenylation complex (TRAMP) showed distributive RNA polyadenylation activity. The presence of the exosome suppressed poly(A) tail addition, while TRAMP stimulated exosome degradation through structured RNA substrates. In vivo analyses showed that TRAMP is required for polyadenylation and degradation of rRNA and snoRNA precursors that are characterized exosome substrates. Poly(A) tails stimulate RNA degradation in bacteria, suggesting that this is their ancestral function. We speculate that this function was maintained in eukaryotic nuclei, while cytoplasmic mRNA poly(A) tails acquired different roles in translation.     

Informosomal and polysomal messenger RNA. Differential kinetics of polyadenylation and nucleocytoplasmic transport in Chinese hamster ovary cells.

The relative kinetics of cytoplasmic appearance and polyadenylation were determined for informosomal (ribosome-free) and polysomal (ribosome-associated) mRNAs of cultured Chinese hamster cells. Label appeared in polysomal mRNA 17--20 min and into informosomal mRNA 2--5 min after addition of radio-labelled uridine. Adenosine appeared in polysomal mRNA 4--5 min before uridine. In contrast, adenosine label preceded uridine into informosomal mRNA by less than 1 min. About one-third of newly formed informosomal and two-thirds of newly formed polysomal mRNA are poly(A+). The data indicate that newly formed informosomal mRNA cannot be simple precursor to polysomal mRNA. Further, the pronounced difference in time required for polyadenylation and cytoplasmic appearances of these messenger ribonucleoproteins suggests that there may be fundamental differences in their mode of processing.     

Cleavage and polyadenylation of messenger RNA precursors in vitro occurs within large and specific 3' processing complexes.

We have investigated the assembly of complexes associated with in vitro cleavage and polyadenylation of synthetic pre-mRNAs by native gel electrophoresis. Incubation of SP6-generated pre-mRNA containing the adenovirus L3 polyadenylation site in HeLa cell nuclear extract results in the rapid assembly of specific complexes. Formation of these complexes precedes the appearance of cleaved intermediates and polyadenylated products and is dependent on an intact polyadenylation signal within the pre-mRNA. The specific complexes do not form on RNAs with point mutations in the AAUAAA sequence upstream of the L3 polyadenylation site. Furthermore, such mutant RNAs cannot compete for factors involved in the assembly of specific complexes on wild-type pre-mRNA. Upon complex formation a 67-nucleotide region of the L3 pre-mRNA is protected from RNase T1 digestion. This region contains both the upstream AAUAAA signal and the GU-rich downstream sequences. Cleavage and polyadenylation occur within the specific complexes and the processed RNA is subsequently released. We propose that the assembly of specific complexes represents an essential step during pre-mRNA 3' end formation in vitro.     

Purification of the cleavage and polyadenylation factor involved in the 3'-processing of messenger RNA precursors

Polyadenylation of messenger RNA precursors requires the nucleotide sequence AAUAAA and two factors: poly(A) polymerase and a specificity factor termed cleavage and polyadenylation factor (CPF). We have purified CPF from calf thymus and from HeLa cells to near homogeneity. Four polypeptides with molecular masses of 160, 100, 73, and 30 kDa cofractionate with CPF activity. Glycerol gradient centrifugation and gel filtration indicate that these four proteins form one large complex with a sedimentation constant of 12 S, a Stokes radius near 100 A, and a native molecular mass near 500 kDa. Purified CPF binds specifically to an RNA that contains the AAUAAA sequence. Mutation of the AAUAAA sequence inhibits CPF binding as well as polyadenylation. Purified CPF contains only trace amounts of RNA and does not react with antibodies against common epitopes of small nuclear ribonucleoprotein particles. Thus, contrary to previous indications, CPF does not appear to be a small nuclear ribonucleoprotein particle.     

The RNA helicase Mtr4p modulates polyadenylation in the TRAMP complex

Many steps in nuclear RNA processing, surveillance, and degradation require TRAMP, a complex containing the poly(A) polymerase Trf4p, the Zn-knuckle protein Air2p, and the RNA helicase Mtr4p. TRAMP polyadenylates RNAs designated for decay or trimming by the nuclear exosome. It has been unclear how polyadenylation by TRAMP differs from polyadenylation by conventional poly(A) polymerase, which produces poly(A) tails that stabilize RNAs. Using reconstituted S. cerevisiae TRAMP, we show that TRAMP inherently suppresses poly(A) addition after only 3-4 adenosines. This poly(A) tail length restriction is controlled by Mtr4p. The helicase detects the number of 3'-terminal adenosines and, over several adenylation steps, elicits precisely tuned adjustments of ATP affinities and rate constants for adenylation and TRAMP dissociation. Our data establish Mtr4p as a critical regulator of polyadenylation by TRAMP and reveal that an RNA helicase can control the activity of another enzyme in a highly complex fashion and in response to features in RNA.     

Expression of cyclin B1 messenger RNA isoforms and initiation of cytoplasmic polyadenylation in the bovine oocyte

Oocytes can synthesize and store maternal mRNA in an inactive translational state until the start of in vitro maturation. Cytoplasmic polyadenylation, driven by 3'-untranslated region (UTR) cis-acting cytoplasmic polyadenylation element (CPE), is associated with translational activation of cyclin B1 mRNA during maturation. The main aim of the present study was to investigate if bovine oocyte cyclin B1 mRNA undergoes cytoplasmic polyadenylation/translation during in vitro maturation, as in other species. We have found that cyclin B1 mRNA is present in two isoforms, consisting of the same open reading frame but with different 3'-UTR lengths. Only the longest isoform (cyclin B1L) has a putative CPE sequence and other regulatory sequences, and its mRNA level decreases during early embryo development. The polyadenylation state of cyclin B1L during in vitro maturation was studied. Results demonstrated that cyclin B1L bears a relatively long poly(A) tail in germinal vesicle-stage oocytes, which is further lengthened at 10 h of maturation, before metaphase I. Interestingly, cyclin B1L bears a short poly(A) tail when the ovaries and the oocytes are transported and manipulated on ice to stop the polyadenylation process. Cytoplasmic polyadenylation most probably occurs during ovary transport in warm saline, when oocytes are still in their follicular environment. Our results also show a link between cytoplasmic polyadenylation of cyclin B1 and translation/appearance of cyclin B1 protein before in vitro maturation.     

Evidence that immune RNA is messenger RNA.

Exposure of rabbit spleen cell cultures to i-RNA isolated from T2 phage-exposed rabbit peritoneal exudate cells induces the synthesis of antigen and allotype specific 19S proteins even in the presence of actinomycin D. The same i-RNA directs the synthesis of proteins with comparable properties in cell-free extracts prepared from mouse L cells, indicating that i-RNA functions as mRNA and contains the information required to code for the synthesis of IgM antibodies.     

A novel poly(A)-binding protein acts as a specificity factor in the second phase of messenger RNA polyadenylation

Polyadenylation of mRNA precursors by poly(A) polymerase depends on a specificity factor, CPF, recognizing the polyadenylation signal AAUAAA. This paper describes an apparently novel poly(A)-binding protein that acts as a second specificity factor, mediating the recognition of the growing poly(A) tail. A transition from a slow initiation phase of polyadenylation to rapid elongation occurs when the growing tail is long enough to serve as a binding site for the poly(A)-binding protein. Elongation of an RNA carrying a tail of 10 or more adenylate residues can occur independently of CPF. A sharp decrease in the poly(A) chain growth rate after the addition of approximately 200 adenylate residues invites speculations about a role of the poly(A)-binding protein in poly(A) tail length control.