Sequence determinants in human polyadenylation site selection

Background  

Differential polyadenylation is a widespread mechanism in higher eukaryotes producing mRNAs with different 3' ends in different contexts. This involves several alternative polyadenylation sites in the 3' UTR, each with its specific strength. Here, we analyze the vicinity of human polyadenylation signals in search of patterns that would help discriminate strong and weak polyadenylation sites, or true sites from randomly occurring signals.     

On the reliable identification of plant sequences containing a polyadenylation site.

It is a challenging task to predict with high reliability whether plant genomic sequences contain a polyadenylation (polyA) site or not. In this paper, we solve the task by means of a systematic machine-learning procedure applied on a dataset of 1000 Arabidopsis thaliana sequences flanking polyA sites. Our procedure consists of three steps. In the first step, we extract informative features from the sequences using the highly informative k-mer windows approach. Experiments with five classifiers show that the best performance is approximately 83%. In the second step, we improve performance to 95% by reducing the number of features using linear discriminant analysis, followed by applying the linear discriminant classifier. In the third step, we apply the transductive confidence machines approach and the receiver operating characteristic isometrics approach. The resulting two classifiers enable presetting any desired performance by dealing carefully with sequences for which it is unclear whether they contain polyA sites or not. For example, in our case study, we obtain 99% performance by leaving 26% of the sequences unclassified, and 100% performance by leaving 40% of the sequences unclassified. This is clearly useful for experimental verification of putative polyA sites in the laboratory. The novel methods in our machine-learning procedure should find applications in several areas of bioinformatics.     

Co-expression of multiple gene constructs in transgenic mice

Multiple-transgene co-integration offers a powerful means by which several transgenes can be co-expressed in mammary glands. Independent gene constructs, including bovine -casein-hG-CSF, mWAP-hEPO, and CMV-EGFP, were co-injected into fertilized mouse eggs whereupon 32% (17/54) of the transgenic mice showed integration of all the three constructs. The co-expression ratio of hG-CSF and hEPO proteins in the mouse milk was up to 54% (6/11), attributable to co-integration. Maximal expression of human EPO and G-CSF was about 1 mg l^–1 and 540 mg l^–1 milk, respectively. There was an inverse relationship between transgene fragment length and integration ratio, and evidence that co-integration events are favoured above single integration events, suggesting that integration of multiple genes may be more facilitated than a single gene. The results have important practical implications for the generation of mammary gland bioreactors, multiple transgene co-integration appearing to be a useful strategy for generating animals expressing several transgenes simultaneously.     

Mutated polyadenylation signals for controlling expression levels of multiple genes in mammalian cells

A set of mutated SV40 early polyadenylation signals (SV40pA) with varying strengths is generated by mutating the AATAAA sequence in the wild-type SV40pA. They are shown to control the expression level of a gene over a 10-fold range using luciferase reporter genes in transient transfection assays. The relative strength of these SV40pA variants remains similar under three commonly used mammalian promoters and in five mammalian cell lines. Application of SV40pA variants for controlling expression level of multiple genes is demonstrated in a study of monoclonal antibody (mAb) synthesis in mammalian cells. By using SV40pA variants of different strengths, the expression of light chain (LC) and heavy chain (HC) genes encoded in a single vector is independently altered which results in different ratios of LC to HC expression spanning a range from 0.24 to 16.42. The changes in gene expression are determined by measuring mRNA levels and intracellular LC and HC polypeptides. It is found that a substantial decrease of HC expression, which increases the LC/HC mRNA ratio, only slightly reduces mAb production. However, reducing the LC expression by a similar magnitude, which decreases the LC/HC mRNA ratio results in a sharp decline of mAb production to trace amounts. This set of SV40pA variants offers a new tool for accurate control of the relative expression levels of multiple genes. It will have wide-ranging applications in fields related to the study of biosynthesis of multi-subunit proteins, proteomic research on protein interactions, and multi-gene metabolic engineering.     

Plant cells do not properly recognize animal gene polyadenylation signals

Summary We have introduced chimeric genes containing polyadenylation signals from a human gene and two animal virus genes into tobacco cells. We see, in all three cases, inefficient and aberrant utilization of the foreign polyadenylation signals. We find that a chimeric gene carrying the polyadenylation site of the human growth hormone gene is polyadenylated at three sites in the vicinity of the site that is polyadenylated in human cells. A chimeric gene containing the polyadenylation site from the adenovirus 5 E1A gene is polyadenylated at a site 11 bases downstream from that reported in animal cells. A gene carrying the polyadenylation site from the SV40 early region is polyadenylated some 80 bases upstream from the site that is polyadenylated in animal cells. In all three cases, related mRNAs ending at flanking authentic plant polyadenylation sites can be detected, indicating that the foreign polyadenylation signals are inefficiently utilized in tobacco cells.     

Predominance of spliceosomal complex formation over polyadenylation site selection in TDP-43 autoregulation

TDP-43 is a nuclear protein involved in many aspects of RNA metabolism. To ensure cellular viability, its expression levels within cells must be tightly regulated. We have previously demonstrated that TDP-43 autoregulation occurs through the activation of a normally silent intron in its 3′-UTR sequence that results in the use of alternative polyadenylation sites. In this work, we analyse which is the dominant event in autoregulation: the recognition of the splice sites of 3′-UTR intron 7 or the intrinsic quality of the alternative polyadenylation sites. A panel of minigene constructs was tested for autoregulation functionality, protein production and subcellular messenger RNA localization. Our data clearly indicate that constitutive spliceosome complex formation across intron 7 does not lead to high protein production but, on the contrary, to lower TDP-43 messenger RNA and protein levels. This is due to altered nucleocytoplasmic distribution of the RNA that is mostly retained in the nucleus and degraded. This study provides a novel in-depth characterization of how RNA binding proteins can autoregulate their own levels within cells, an essential regulatory process in maintaining cellular viability.     

Cleavage site determinants in the mammalian polyadenylation signal.

Using a series of position and nucleotide variants of the SV40 late polyadenylation signal we have demonstrated that three sequence elements determine the precise site of 3-end cleavage in mammalian pre-mRNAs: an upstream AAUAAA element, a down-stream U-rich element consisting of five nucleotides, at least four of which are uridine, and a nucleotide preference at the site of cleavage in the order A > U > C >> G. Cleavage occurs no closer than 11 bases, but no further than 23 bases from the AAUAAA element. The downstream U-rich element is usually located 10-30 bases from the cleavage site. The relative position of the AAUAAA and the U-rich elements define the approximate region within a 13 base domain in which cleavage will occur. The exact position of cleavage is then determined by the local nucleotide sequence in the order of preference noted above. This model accounts for nearly three quarters of polyadenylation signals surveyed and is consistent with previous experimental observations.     

Comparison of several promoters and polyadenylation signals for use in heterologous gene expression in cultured Drosophila cells.

We have directly compared the ability of four promoters and three polyadenylation (poly(A)) signals to direct heterologous gene expression in stably transfected Drosophila melanogaster S2 cells. We compared two constitutive Drosophila promoters, the actin 5C distal promoter and the alpha 1-tubulin promoter, with the tightly regulated Drosophila metallothionein (Mtn) promoter and the Bombyx mori fibroin promoter. We find that the actin 5C and induced Mtn promoters generate comparable high levels of RNA and protein in this system. The alpha 1-tubulin promoter generates about four-fold lower levels, and the fibroin promoter shows no detectable activity in S2 cells. Interestingly, genes expressed from the constitutive actin 5C and alpha 1-tubulin promoters are consistently present at three- to four-fold lower copy numbers than genes expressed from the inducible Mtn promoter or the inactive fibroin promoter. Poly(A) signals of both mammalian (SV40) and Drosophila (Mtn) origin efficiently directed stable RNA synthesis in S2 cells, and, as in mammalian cells, the SV40 late poly(A) signal was more efficient than the SV40 early poly(A) signal. Thus the process of polyadenylation appears to be conserved between mammalian and Drosophila cells.     

Properties of human liver cytosolic aspartate aminotransferase mRNAs generated by alternative polyadenylation site selection

Human cytosolic aspartate aminotransferase (cAspAT) cDNA clones have been isolated from an adult human liver cDNA library. Among the clones, two cDNAs of 1550 and 1950 base pairs, respectively, have been characterized. These two cDNAs differ only in the lengths of their 3' noncoding regions and by the presence of one or two putative polyadenylation signals AATAAA. Northern blot analysis revealed two different mRNAs of 2.1 and 1.8 kbp in several human tissues, whereas Southern blot analysis suggested the existence of a single gene for the human cAspAT. The two mRNA species result from the alternative use of two polyadenylation signals. In the liver, the relative ratio of these mRNAs varies among different species and, in humans at least, during development. The properties of the two mRNAs were compared. The half-lives of the 2.1 and 1.8 kbp mRNAs, in the HepG2 cell line, are 8 and 12 h, respectively. The two mRNAs have similar and rather short poly(A) tracts of 20-50 nucleotides. Both mRNAs are capable of directing the in vitro synthesis of the cAspAT protein. We conclude that both the 2.1 and 1.8 kbp cAspAT mRNAs are functional and exhibit similar properties.     

Detection of polyadenylation signals in human DNA sequences

We present polyadq, a program for detection of human polyadenylation signals. To avoid training on possibly flawed data, the development of polyadq began with a de novo characterization of human mRNA 3' processing signals. This information was used in training two quadratic discriminant functions that polyadq uses to evaluate potential polyA signals. In our tests, polyadq predicts polyA signals with a correlation coefficient of 0.413 on whole genes and 0.512 in the last two exons of genes, substantially outperforming other published programs on the same data set. polyadq is also the only program that is able to consistently detect the ATTAAA variant of the polyA signal.     

Meiotic maturation in Xenopus requires polyadenylation of multiple mRNAs.

Cytoplasmic polyadenylation of specific mRNAs commonly is correlated with their translational activation during development. Here, we focus on links between cytoplasmic polyadenylation, translational activation and the control of meiotic maturation in Xenopus oocytes. We manipulate endogenous c-mos mRNA, which encodes a protein kinase that regulates meiotic maturation. We determined that translational activation of endogenous c-mos mRNA requires a long poly(A) tail per se, rather than the process of polyadenylation. For this, we injected 'prosthetic' poly(A)_synthetic poly(A) tails designed to attach by base pairing to endogenous c-mos mRNA that has had its own polyadenylation signals removed. This prosthetic poly(A) tail activates c-mos translation and restores meiotic maturation in response to progesterone. Thus the role of polyadenylation in activating c-mos mRNA differs from its role in activating certain other mRNAs, for which the act of polyadenylation is required. In the absence of progesterone, prosthetic poly(A) does not stimulate c-mos expression, implying that progesterone acts at additional steps to elevate c-Mos protein. By using a general inhibitor of polyadenylation together with prosthetic poly(A), we demonstrate that these additional steps include polyadenylation of at least one other mRNA, in addition to that of c-mos mRNA. These other mRNAs, encoding regulators of meiotic maturation, act upstream of c-Mos in the meiotic maturation pathway.