Biomedical subjects

Shu-Yun Le

Publications and source records attributed to Shu-Yun Le.

9 recordsLinked to original sources

PubMed2006

MicroRNAs in human immunodeficiency virus-1 infection.

Initially reported for Caenorhabditis elegans, microRNA (miRNA) has been shown to regulate gene expression in plants, flies, and mammals . Here, we report on our approaches to investigate the role of miRNAs in human immunodeficiency virus (HIV)-1 infection. Using computer-directed foldings, we first identify potential sequences in HIV-1 that putatively encode miRNAs. Subsequently, we use Northern blotting of RNAs isolated from HIV-infected cells to confirm expression of predicted miRNA sequences. Finally, we use a scanning algorithm to search 3' untranslated regions (UTRs) of human messenger RNAs (mRNAs) in the attempt to predict potential sites targeted by HIV-1 miRNAs.

Algorithms↗

PubMed2005

Evidence that HIV-1 encodes an siRNA and a suppressor of RNA silencing.

In plants and invertebrate animals, RNA silencing is a form of nucleic acid-based adaptive immunity. By contrast, jawed vertebrates have evolved complex protein-based adaptive immunity. Although short interfering RNAs (siRNAs) have been used as artificial tools to silence viral infection in human cells, it remains unknown whether mammalian viruses naturally elicit such immunity in vertebral cells. Here, we report the evidence that HIV-1 encodes viral siRNA precursors in its genome and that natural HIV-1 infection provokes nucleic acid-based immunity in human cells. To combat this cellular defense, HIV-1 has evolved in its Tat protein a suppressor of RNA silencing (SRS) function. Tat abrogates the cell's RNA-silencing defense by subverting the ability of Dicer to process precursor double-stranded RNAs into siRNAs.

Animals↗

PubMed2004

HIV-1 encoded candidate micro-RNAs and their cellular targets.

MicroRNAs (miRNAs) are small RNAs of 21-25 nucleotides that specifically regulate cellular gene expression at the post-transcriptional level. miRNAs are derived from the maturation by cellular RNases III of imperfect stem loop structures of ~ 70 nucleotides. Evidence for hundreds of miRNAs and their corresponding targets has been reported in the literature for plants, insects, invertebrate animals, and mammals. While not all of these miRNA/target pairs have been functionally verified, some clearly serve roles in regulating normal development and physiology. Recently, it has been queried whether the genome of human viruses like their cellular counterpart also encode miRNA. To date, there has been only one report pertaining to this question. The Epstein-Barr virus (EBV) has been shown to encode five miRNAs. Here, we extend the analysis of miRNA-encoding potential to the human immunodeficiency virus (HIV). Using computer-directed analyses, we found that HIV putatively encodes five candidate pre-miRNAs. We then matched deduced mature miRNA sequences from these 5 pre-miRNAs against a database of 3' untranslated sequences (UTR) from the human genome. These searches revealed a large number of cellular transcripts that could potentially be targeted by these viral miRNA (vmiRNA) sequences. We propose that HIV has evolved to use vmiRNAs as a means to regulate cellular milieu for its benefit.

3' Untranslated Regions↗

PubMed2004

Mapping and characterization of the minimal internal ribosome entry segment in the human c-myc mRNA 5' untranslated region.

The human c-myc proto-oncogene is transcribed from four alternative promoters generating transcripts with 5' untranslated regions of various lengths. These transcripts encode two proteins, c-Myc1 and c-Myc2, from two initiation codons, CUG and AUG, respectively. We and others have previously demonstrated that the region of c-myc transcripts between nucleotides (nt) -363 and -94 upstream from the CUG start codon contained an internal ribosome entry site leading to the cap-independent translation of c-myc open reading frames (ORFs). Here, we mapped a 50-nt sequence (-143 -94), which is sufficient to promote internal translation initiation of c-myc ORFs. Interestingly, this 50-nt element can be further dissected into two segments of 14 nt, each capable of activating internal translation initiation. We also demonstrate that this 50-nt element acts as the ribosome landing site from which the preinitiation ribosomal complex scans the mRNA until the CUG or AUG start codons.

5' Untranslated Regions↗

PubMed2004

An algorithm for detecting homologues of known structured RNAs in genomes.

Distinct RNA structures are frequently involved in a wide-range of functions in various biological mechanisms. The three dimensional RNA structures solved by X-ray crystallography and various well-established RNA phylogenetic structures indicate that functional RNAs have characteristic RNA structural motifs represented by specific combinations of base pairings and conserved nucleotides in the loop region. Discovery of well-ordered RNA structures and their homologues in genome-wide searches will enhance our ability to detect the RNA structural motifs and help us to highlight their association with functional and regulatory RNA elements. We present here a novel computer algorithm, HomoStRscan, that takes a single RNA sequence with its secondary structure to search for homologous-RNAs in complete genomes. This novel algorithm completely differs from other currently used search algorithms of homologous structures or structural motifs. For an arbitrary segment (or window) given in the target sequence, that has similar size to the query sequence, HomoStRscan finds the most similar structure to the input query structure and computes the maximal similarity score (MSS) between the two structures. The homologousRNA structures are then statistically inferred from the MSS distribution computed in the target genome. The method provides a flexible, robust and fine search tool for any homologous structural RNAs.

Algorithms↗

PubMed2003

The parathyroid hormone mRNA 3'-untranslated region AU-rich element is an unstructured functional element.

Parathyroid hormone (PTH) gene expression is regulated post-transcriptionally by hypocalcemia and hypophosphatemia. This regulation is dependent upon binding of protective trans-acting factors to a specific element in the PTH mRNA 3'-untranslated region (UTR). We have previously demonstrated that a 63-nucleotide (nt) AU-rich PTH mRNA element is sufficient to confer regulation of RNA stability by calcium and phosphate in an in vitro degradation assay (IVDA). The 63-nt element consists of a core 26-nt minimal binding sequence and flanking regions. We have now studied the functionality of this element in HEK293 cells using reporter genes and showed that it destabilizes mRNAs for green fluorescent protein (GFP) and growth hormone, similar to its effect in the IVDA. To understand how the cis-element functions as an instability element, we have analyzed its structure by RNase H, primer extension, and computer modeling. The results indicate that the PTH mRNA 3'-UTR and in particular the region of the cis-element are dominated by significant open regions with little folded base pairing. Mutation analysis of the 26-nt core element demonstrated the importance of defined nucleotides for protein-RNA binding. In the GFP reporter system, the same mutations that prevented binding were also ineffective in destabilizing GFP mRNA in HEK293 cells. This is the first study of an AU-rich element that relates function to structure. The PTH mRNA 3'-UTR cis-acting element is an open region that utilizes the distinct sequence pattern to determine mRNA stability by its interaction with trans-acting factors.

3' Untranslated Regions↗

PubMed2003

Discovering well-ordered folding patterns in nucleotide sequences.

MOTIVATION: Growing evidence demonstrates that local well-ordered structures are closely correlated with cis-acting elements in the post-transcriptional regulation of gene expression. The prediction of a well-ordered folding sequence (WFS) in genomic sequences is very helpful in the determination of local RNA elements with structure-dependent functions in mRNAs. RESULTS: In this study, the quality of local WFS is assessed by the energy difference (E(diff)) between the free energies of the global minimal structure folded in the segment and its corresponding optimal restrained structure (ORS). The ORS is an optimal structure under the condition in which none of the base-pairs in the global minimal structure is allowed to form. Those WFSs in HIV-1 mRNA, various ferritin mRNAs and genomic sequences containing let-7 RNA gene were searched by a novel method, ed_scan. Our results indicate that the detected WFSs are coincident with known Rev response element in HIV-1 mRNA, iron-responsive elements in ferritin mRNAs and small let-7 RNAs in Caenorhabditis elegans, Caenorhabditis briggsae and Drosophila melanogaster genomic sequences. Statistical significance of the WFS is addressed by a quantitative measure Zscr(e) that is a z-score of E(diff) and extensive random simulations. We suggest that WFSs with high statistical significance have structural roles involving their sequence information. AVAILABILITY: The source code of ed_scan is available via anonymous ftp as ftp://ftp.ncifcrf.gov/pub/users/shuyun/scan/ed_scan.tar.

Algorithms↗

PubMed2003

Statistical inference for well-ordered structures in nucleotide sequences.

Distinct, local structures are frequently correlated with functional RNA elements involved in post-transcriptional regulation of gene expression. Discovery of microRNAs (miRNAs) suggests that there are a large class of small non-coding RNAs in eukaryotic genomes. These miRNAs have the potential to form distinct fold-back stem-loop structures. The prediction of those well-ordered folding sequences (WFS) in genomic sequences is very helpful for our understanding of RNA-based gene regulation and the determination of local RNA elements with structure-dependent functions. In this study, we describe a novel method for discovering the local WFS in a nucleotide sequence by Monte Carlo simulation and RNA folding. In the approach the quality of a local WFS is assessed by the energy difference (E(diff)) between the optimal structure folded in the local segment and its corresponding optimal, restrained structure where all the previous base pairings formed in the optimal structure are prohibited. Distinct WFS can be discovered by scanning successive segments along a sequence for evaluating the difference between E(diff) of the natural sequence and those computed from randomly shuffled sequences. Our results indicate that the statistically significant WFS detected in the genomic sequences of Caenorhabditis elegans (C.elegans) F49E12, T07C5, T07D1, T10H9, Y56A3A and Y71G12B are coincident with known fold-back stem-loops found in miRNA precursors. The potential and implications of our method in searching for miRNAs in genomes is discussed.

Algorithms↗

PubMed2002

RNA molecules with structure dependent functions are uniquely folded.

Cis-acting elements in post-transcriptional regulation of gene expression are often correlated with distinct local RNA secondary structure. These structures are expected to be significantly more ordered than those anticipated at random because of evolutionary constraints and intrinsic structural properties. In this study, we introduce a computing method to calculate two quantitative measures, NRd and Stscr, for estimating the uniqueness of an RNA secondary structure. NRd is a normalized score based on evaluating how different a natural RNA structure is from those predicted for its randomly shuffled variants. The lower the score NRd the more well ordered is the natural RNA structure. The statistical significance of NRd compared with that computed from structural comparisons among large numbers of randomly permuted sequences is represented by a standardized score, STSCR: We tested the method on the trans-activation response element and Rev response element of HIV-1 mRNA, internal ribosome entry sequence of hepatitis C virus, Tetrahymena thermophila rRNA intron, 100 tRNAs and 14 RNase P RNAs. Our data indicate that functional RNA structures have high Stscr, while other structures have low Stscr. We conclude that RNA functional molecules and/or cis-acting elements with structure dependent functions possess well ordered conformations and they are uniquely folded as measured by this technique.

Animals↗