Browsing by Subject "alternative splicing"
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Item Open Access A novel DNA damage-induced alternative splicing pathway that regulates p53 and cellular senescence markers.(Oncoscience, 2017-09) Chen, Jing; Kastan, Michael BItem Open Access A Systems-Level Analysis of an Epithelial to Mesenchymal Transition(2012) Saunders, Lindsay RoseEmbryonic development occurs with precisely timed morphogenetic cell movements directed by complex gene regulation. In this orchestrated series of events, some epithelial cells undergo extensive changes to become free moving mesenchymal cells. The transformation resulting in an epithelial cell becoming mesenchymal is called an epithelial to mesenchymal transition (EMT), a dramatic cell biological change that occurs throughout development, tissue repair, and disease. Extensive in vitro research has identified many EMT regulators. However, most in vitro studies often reduce the complicated phenotypic change to a binary choice between successful and failed EMT. Research utilizing models has generally been limited to a single aspect of EMT without considering the total transformation. Fully understanding EMT requires experiments that perturb the system via multiple channels and observe several individual components from the series of cellular changes, which together make a successful EMT.
In this study, we have taken a novel approach to understand how the sea urchin embryo coordinates an EMT. We use systems level methods to describe the dynamics of EMT by directly observing phenotypic changes created by shifting transcriptional network states over the course of primary mesenchyme cell (PMC) ingression, a classic example of developmental EMT. We systematically knocked down each transcription factor in the sea urchin's PMC gene regulatory network (GRN). In the first assay, one fluorescently labeled knockdown PMC precursor was transplanted onto an unperturbed host embryo and we observed the resulting phenotype in vivo from before ingression until two hours post ingression using time-lapse fluorescent microscopy. Movies were projected for computational analyses of several phenotypic changes relevant to EMT: apical constriction, apical basal polarity, motility, and de-adhesion.
A separate assay scored each transcription factor for its requirement in basement membrane invasion during EMT. Again, each transcription factor was knocked down one by one and embryos were immuno-stained for laminin, a major component of basement membrane, and scored on the presence or absence of a laminin hole at the presumptive entry site of ingression.
The measured results of both assays were subjected to rigorous unsupervised data analyses: principal component analysis, emergent self-organizing map data mining, and hierarchical clustering. This analytical approach objectively compared the various phenotypes that resulted from each knockdown. In most cases, perturbation of any one transcription factor resulted in a unique phenotype that shared characteristics with its upstream regulators and downstream targets. For example, Erg is a known regulator of both Hex and FoxN2/3 and all three shared a motility phenotype; additionally, Hex and Erg both regulated apical constriction but Hex additionally affected invasion and FoxN2/3 was the lone regulator of cell polarity. Measured phenotypic changes in conjunction with known GRN relationships were used to construct five unique subcircuits of the GRN that described how dynamic regulatory network states control five individual components of EMT: apical constriction, apical basal polarity, motility, de-adhesion, and invasion. The five subcircuits were built on top of the GRN and integrated existing fate specification control with the morphogenetic EMT control.
Early in the EMT study, we discovered one PMC gene, Erg, was alternatively spliced. We identified 22 splice variants of Erg that are expressed during ingression. Our Erg knockdown targeted the 5'UTR, present in all spliceoforms; therefore, the knockdown uniformly perturbed all native Erg transcripts (∑Erg). Specific function was demonstrated for the two most abundant spliceoforms, Erg-0 and Erg-4, by knockdown of ∑Erg and mRNA rescue with a single spliceoform; the mRNA expression constructs contained no 5'UTR and were not affected by the knockdown. Different molecular phenotypes were observed, and both spliceoforms targeted Tbr, Tel, and FoxO, only Erg-0 targeted FoxN2/3 and only Erg-4 targeted Hex. Neither targeted Tgif, which was regulated by ∑Erg knockdown sans rescue. Our results suggest the embryo employs a minimum of three unique roles in the GRN for alternative splicing of Erg.
Overall, these experiments increase the completeness and descriptive power of the GRN with two additional levels of complexity. We uncovered five sub-circuits of EMT control, which integrated into the GRN provide a novel view of how a complex morphogenetic movement is controlled by the embryo. We also described a new functional role for alternative splicing in the GRN where the transcriptional targets for two splice variants of Erg are unique subsets of the total set of ∑Erg targets.
Item Open Access Detection of Alternative Splice Variants at the Proteome Level in Aspergillus flavus(2010) Chang, Kung-Yen; Georgianna, D Ryan; Heber, Steffen; Payne, Gary A; Muddiman, David CIdentification of proteins from proteolytic peptides or intact proteins plays an essential role in proteomics. Researchers use search engines to match the acquired peptide sequences to the target proteins. However, search engines depend on protein databases to provide candidates for consideration. Alternative splicing (AS), the mechanism where the exon of pre-mRNAs can be spliced and rearranged to generate distinct mRNA and therefore protein variants, enable higher eukaryotic organisms, with only a limited number of genes, to have the requisite complexity and diversity at the proteome level. Multiple alternative isoforms from one gene often share common segments of sequences. However, many protein databases only include a limited number of isoforms to keep minimal redundancy. As a result, the database search might not identify a target protein even with high quality tandem MS data and accurate intact precursor ion mass. We computationally predicted an exhaustive list of putative isoforms of Aspergillus flavus proteins from 20 371 expressed sequence tags to investigate whether an alternative splicing protein database can assign a greater proportion of mass spectrometry data. The newly constructed AS database provided 9807 new alternatively spliced variants in addition to 12 832 previously annotated proteins. The searches of the existing tandem MS spectra data set using the AS database identified 29 new proteins encoded by 26 genes. Nine fungal genes appeared to have multiple protein isoforms. In addition to the discovery of splice variants, AS database also showed potential to improve genome annotation. In summary, the introduction of an alternative splicing database helps identify more proteins and unveils more information about a proteome.Item Open Access SR proteins in microRNA/mRNA biogenesis(2011) Wu, HanSR proteins are a family of splicing factors involved in the regulation of both constitutive and alternative splicing of pre-mRNAs. Despite years of studies, several big questions still remain: how the expression levels of SR proteins are regulated; what are the underlying mechanisms responsible for SR proteins-mediated gene regulation; what are the physiological targets of SR proteins in vivo. In my dissertation study, I am focusing on two members of the family, SF2/ASF and SRp20, to study their functional involvement in regulating microRNA/mRNA biogenesis and their own expression.
Negative feedback regulation is a common mechanism maintaining the steady-state level of SR proteins (i.e. SC35 and SRp20), and several mechanism may be involved. In order to test if miRNAs are also involved in such negative feedbacks, small RNA sequencing was used to identify differentially expressed miRNAs after SF2/ASF overexpression in an inducible stable cell line system. Among the 40 differentially expressed miRNAs, miR-7 is particularly interesting, because it is also predicted to target SF2/ASF, which forms a negative feedback regulation. This is indeed the case as shown by luciferase reporter assay and overexpression/knocking down of miR-7 in vivo. To our knowledge, this is the first identified negative feedback circuit between a SR protein and a miRNA, which may be a general mechanism in regulating SR protein homeostasis.
To characterize the mechanism underlying SF2/ASF-enhanced miRNA biogenesis, I have employed a series of molecular and biochemical approaches to pinpoint the key molecular interactions in a minigene system, which is consist of miR-7 embedded intron and the flanking exons of its host gene. By manipulating the splicing pattern of such minigene, I have uncovered a splicing-independent function of SF2/ASF in regulating miRNA biogenesis. Directly binding between SF2/ASF protein and pri-miR-7 was demonstrated by Cross-linking and immunoprecipitation assay (CLIP) and RNA affinity purification. The precise binding site was then pinpointed by combining computational prediction and mutagenesis assay. Finally, by using in vitro pri-miRNA processing assay, I showed that SF2/ASF can promote the Drosha cleavage step of pri-miR-7 through directly association with the predicted binding site. So far, this is the first SR protein discovered, which is directly involved in miRNA biogenesis. Moreover, our preliminary data also suggested that SF2/ASF may promote miRNA biogenesis in other steps after Drosha cleavage; and different SR proteins can regulate miRNA biogenesis in a substrate-specific manner. Taken together, SR family of splicing factors may be broadly involved in miRNA biogenesis through direct interactions.
In order to study the general involvement of SR proteins in RNA biogenesis, one important step stone is to have a better profile of their targets in vivo. To achieve this, I focused on SRp20, another classic SR protein. Photoactivatable-Ribonucleoside-Enhanced Cross-linking and immunoprecipitation assay combined with deep sequencing (PAR-CLIP-seq) was used to identify the binding partners of SRp20 globally, which is subsidized by candidate gene validations. Consistent with the literature, I found that SRp20 primarily targets exonic regions for splicing regulation, and such interactions are likely to be sequence dependent on the CWWCW motif. Surprisingly, I also observed extensive binding between SRp20 and the 3' UTRs of mRNA, which may affect the choice of alternative polyadenylation sites. The underlying mechanisms are being investigated by a variety of molecular methods.
In summary, I have identified a subset of miRNAs, the expression of which can be regulated by SF2/ASF in a splicing independent manner. This is the first SR protein identified in regulating miRNA biogenesis. One of the upregulated miRNAs, miRNA-7 can form a negative feedback with SF2/ASF by negatively regulating the expression of SF2/ASF on translational level. By using PAR-CLIP method, I have identified the genome-wide binding partners of SRp20 in vivo. When SRp20 binds to the exonic regions, it potentially affects the alternative splicing patterns of nearby introns. Interestingly, the 3' end choices for a subset of genes may be regulated by SRp20 through directly binding, which may be a new mechanism for the regulation of 3' end processing.