|
|
||||||||


1 Graduate School of Biological Sciences, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma 630-019, Japan
2 Graduate School of Media and Governance, Bioinformatics Program, Keio University, 5322 Endo, Fujisawa 252-8520 Japan
3 Institute for Advanced Biosciences, Keio University, 403-1 Dai-hoji, Tsuruoka, 997-0017 Japan
4 Faculty of Environmental Information, Keio University, 5322 Endo, Fujisawa 252-8520 Japan
| Abstract |
|---|
|
|
|---|
| Introduction |
|---|
|
|
|---|
In addition to these conserved and relatively low-molecular-weight ncRNAs, recent progress in genomics has revealed that eukaryotic cells also contain numerous ncRNAs that are totally uncharacterized. Indeed, one of the most striking findings from large-scale cDNA sequencing projects in mammals is the unexpected abundance of mRNA-like non-coding RNAs (Okazaki et al. 2002; Numata et al. 2003; Ota et al. 2004), which have similar molecular profiles to protein-coding mRNAs and are transcribed by RNA polymerase II, polyadenylated and often spliced (Erdmann et al. 1999). At least 13% and 26% of the unique full-length cDNAs in mice and humans, respectively, are thought to be poly(A) tail-containing mRNA-like ncRNAs (Okazaki et al. 2002; Numata et al. 2003; Ota et al. 2004). The abundance of mRNA-like ncRNAs in these organisms strongly suggests that they have important roles in a wide range of biological phenomena; analysis of mRNA-like ncRNA is thus a critical requirement for comprehensive understanding of genome function.
Several mRNA-like ncRNAs are known to play essential roles in vivo. For example, Pgc RNA in Drosophila is specifically expressed in primordial germ cells, and is required for maintenance of germ cell fate (Nakamura et al. 1996). Pgc regulates transcriptional repression during early embryonic development, probably by modifying the C-terminal domain of RNA polymerase II (Martinho et al. 2004). The bereft RNA is also expressed tissue-specifically, in the Drosophila peripheral nervous system (Hardiman et al. 2002). The bereft mutant flies exhibit aberrant development of extrasensory organs and loss or malformation of the interommatidial bristles of the eye. Another intensively studied example is the Xist RNA in mice and humans, which is specifically localized onto the inactive X chromosome (Xi) in females and represses transcription from Xi-linked genes, resulting in dosage compensation (Avner & Heard 2001; Plath et al. 2002). Drosophila roX1 and roX2 are also functional RNAs that are essential for dosage compensation, although these RNAs hyperactivate transcription from the X chromosome in males (Meller & Rattner 2002; Kelley 2004). Nevertheless, most mRNA-like ncRNA molecules, including those identified in cDNA sequencing projects, have not been characterized and their functions remain unknown.
What is the biological significance of mRNA-like ncRNAs? Are they also abundant in non-mammalian organisms? To answer these questions, we have carried out genome-wide in silico screening for mRNA-like ncRNA in Drosophila and analyzed their expression by in situ hybridization. We identified 136 unannotated cDNAs as ncRNA candidates, having neither long ORFs (>100 amino acids) nor similarity with protein-coding genes. Comparative genomic analysis showed that these RNA genes have evolved more rapidly than protein-coding sequences. One quarter of these transcripts were detected during embryogenesis, and most were expressed in a tissue specific manner. These results suggest that mRNA-like ncRNAs play important roles in organogenesis and cell differentiation during Drosophila development.
| Results |
|---|
|
|
|---|
To elucidate the biological significance and functions of mRNA-like ncRNAs, we chose D. melanogaster as a model system and carried out a computational analysis of cDNAs to identify mRNA-like ncRNA candidates. As starting material, we used a public collection of 11 691 Drosophila full-length cDNAs, available from the Berkeley Drosophila Genome Project (Rubin et al. 2000). Each exon of these cDNAs was aligned with the Drosophila genome sequence by the SIM4 program (Florea et al. 1998), and any transcripts derived from computationally and experimentally defined protein-coding genes or transposable elements were eliminated based on the Drosophila genome annotations Release 4 (see Experimental procedures). We also checked whether the remaining cDNAs had any similarities with known protein-coding sequences by the BLASTX program. As a result, we obtained 241 transcripts as primary candidates for mRNA-like ncRNAs (Fig. 1A; Table S1).
|
Although "full-length" cDNA in Drosophila was defined as the longest clone of each EST cluster, assembled from a collection of more than 250 000 Drosophila ESTs (Stapleton et al. 2002a,b), it is still possible that each cDNA does not contain a whole transcriptional unit. If a cDNA were truncated and contained, for example, only a 5'- or 3'-UTR, it would be judged ncRNA according to our criteria. To assess this possibility, we next examined gene proximities of the ncRNA candidates. Gene proximity of the primary ncRNA candidates was evaluated as the distance from each cDNA to adjacent genes, calculated from positional information and genome annotations. The overall distribution profile of mRNA-like ncRNA candidates was similar to that of protein-coding genes (Fig. 1C, upper panels), indicating that only a limited number of truncated cDNA artifacts were contaminating our candidates. However, the ncRNA candidates include a small but clear peak very close to flanking genes (Fig. 1C, lower panels), suggesting that those located within 200 bp of an adjacent gene might include false-positive cDNAs. After eliminating these 23 cDNAs, we retained 136 transcripts as strong candidates for putative mRNA-like ncRNAs, including the well-studied ncRNAs Pgc and roX1, and 12 previously annotated CR (computational RNA) genes (Fig. 1A; Table S3).
Nucleotide rather than predicted amino acid sequence of the putative Drosophila mRNA-like ncRNA is conserved
It is difficult to exclude the possibility that each ncRNA candidate actually encodes a small peptide. However, if the RNA itself is a functional molecule, its nucleotide sequence, rather than predicted amino acid sequence, should be evolutionarily conserved. To test this idea, we compared nucleotide and predicted amino acid sequences of the mRNA-like ncRNA candidates in D. melanogaster and D. pseudoobscura, which branched 25 million years ago (Mya) (Russo et al. 1995). By BLASTN analysis, 94 of the 136 ncRNA candidates were similar to nucleotide sequences in the D. pseudoobscura genome (E-value < 1010), indicating that most of the RNAs are conserved in these two species. On the other hand, when predicted amino acid sequences from the longest ORF in each ncRNA were compared with those of the D. pseudoobscura genome, only three showed significant similarity (Table S4). Even in these three cases, similarities between the predicted amino acid sequences were much lower than those between the nucleotide sequences. These results lend further support to the idea that the identified mRNA-like ncRNA candidates do not encode proteins but function as RNA molecules.
mRNA-like ncRNA candidates have evolved more rapidly than protein-coding genes
In the above similarity search between D. melanogaster and D. pseudoobscura, we also found that ncRNA candidates are less highly conserved than protein-coding genes. Only 69.1% of D. melanogaster mRNA-like ncRNA candidates show significant similarity (BLASTN, E-value < 1010) to sequences in the D. pseudoobscura genome, whereas by the same criterion 84.5% of the protein-coding transcripts have counterparts in this species (Table 1). The same trend was found in more distantly related drosophilid species: compared to approximately 70% conservation for the protein-coding transcripts, only 49.3 and 48.5% of the D. melanogaster ncRNA candidates are conserved in D. willistoni (36 Mya) and D. virilis (39 Mya), respectively. As well as the Drosophila species, we also analyzed another dipteran insect, mosquito (Anopheles gambiae), and found nucleotide similarities in 16.2% of the ncRNA candidates. Further comparisons with mouse and human genomes revealed that only three of the D. melanogaster ncRNA candidates showed similarities with mammalian sequences. Since these three genomic sequences in mammals encode known proteins, we assume that the similarities are fortuitous. These results suggest that non-coding transcripts have evolved more rapidly than protein-coding genes in multicellular organisms.
|
To assess the biological function(s) of the putative mRNA-like ncRNAs in vivo, we examined expression patterns during Drosophila development. From whole-mount in situ hybridization analyses of the available 135 cDNAs, we found that 33 transcripts, as well as Pgc and roX1, are expressed during Drosophila embryogenesis (Table 2). For convenience, we refer to these 33 embryonic RNAs as MREs (mRNA-like ncRNAs in embryogenesis) in this study, although these transcripts and their genes may have to be renamed after functional analysis in the future. Of the 33 MREs, only seven are expressed ubiquitously, while 26 were detected specifically in the tracheal system, digestive system, visceral mesoderm, germ cells and the central and peripheral nervous system (Fig. 2). Interestingly, the majority of the MREs were restricted to the nervous system (Table 2). Each nervous system-specific transcript, however, exhibited an apparently distinct expression pattern (Fig. 4; Fig. S1). For example, MRE-1 and -6 are specifically expressed along the midline cells of the ventral ganglia, which play an important role in commissure formation (Fig. 3A,B). On the other hand, MRE-24, -31 and -32 were found in a subset of neuroblasts (Fig. 3DF) and MRE-12 was detected throughout the central nervous system (Fig. 3C). These expression patterns suggest that ncRNAs play important roles at multiple steps in Drosophila neurogenesis during embryonic development. As well as Pgc, which is essential for proper germ cell development, several MREs are also expressed in primordial germ cells. During early embryogenesis, MRE-11, -21 and -30 are specifically expressed in pole cells at the posterior part of the embryos (Fig. 3GI). These three MREs are also expressed in other tissues (e.g. central nervous system or midgut primordial cells) in later developmental stages (Fig. 1), suggesting that these MREs are multifunctional and involved in development of the different cell types.
|
|
|
|
| Discussion |
|---|
|
|
|---|
BLAST analyses indicate that the non-coding transcripts identified in this study are not evolutionarily conserved among multicellular organisms (Table 1). It might be argued that these results imply that the predicted non-coding transcripts would not be functionally important and are actually "junk" RNAs. However, a growing number of studies have shown that mRNA-like ncRNAs can play critical roles in a variety of biological events, despite poor conservation of their nucleotide sequences. For example, the roX1 and roX2 RNAs in Drosophila and the Xist RNA in mammals play critical roles in dosage compensation, in which non-coding RNAs specifically recognize the X chromosome and regulate its transcription (Lee et al. 1996; Herzing et al. 1997; Meller & Rattner 2002). Although the roX RNAs and Xist are essential to particular species, they are not evolutionarily conserved even within insects and vertebrates, respectively: the Anopheles genome does not possess any sequences similar to roX1 and roX2, and a counterpart of Xist is not found in pufferfish (data not shown). Another example of poor conservation in ncRNAs is tRNA. Although tRNA is well conserved in its secondary (clover-leaf) and tertiary (L-shape) structure, its primary structure is highly divergent among species. The fact that primary structure of the mRNA-like ncRNA candidates is not conserved between Drosophila and mammals suggests that efforts to identify conserved ncRNA sequences or RNA motifs may be less fruitful than structural analysis.
Generally, it is difficult to confirm that a certain transcript is translated in living cells. To assess protein-coding probability of the mRNA-like ncRNA candidates, we employed comparative analysis of these transcripts and successfully found that ORFs of the non-coding transcripts have a clear tendency of poor conservation during evolution (Table S4). Compared with other experimental procedures, this method is more rapid and convenient. For example, in previous reports, in vitro translation and production of specific antibodies against predicted small peptides have been tried (Lanz et al. 1999; French et al. 2001; Ji et al. 2003). However, it is difficult to refute the possibility that in vitro translation does not reflect translational regulation in vivo, and production of specific antibody sometimes depends on fortuity and is time-consuming. Comparative genomics does not ascertain whether transcripts are translated or not, but it is an easy way to identify evolutionarily conserved small ORFs. Although comparative genomics requires at least nearly complete genome sequence information and is thus suitable only for model organisms, it could be a powerful tool to analyze novel RNA molecules as we have demonstrated in this study.
The number of Drosophila ncRNA candidates identified by our in silico screening (Fig. 1, 136 transcripts) is much smaller than those in mouse and human (4280 and 5481, respectively) (Numata et al. 2003; Ota et al. 2004). This difference in numbers between the taxa may reflect difference in the amount of intergenic region in their genomes. The number of protein-coding genes in Drosophila (
14 000) (Yandell et al. 2005) is broadly similar to that in mammals (25 00030 000) (Waterston et al. 2002; I.H.G.S. Consortium 2004), whereas the Drosophila genome is approximately 1.76 x 108 bp (Celniker et al. 2002; Bennett et al. 2003), only one-tenth the size of mammalian genomes. Drosophila thus has a more compact genome than mammals, whose genomes are composed mainly of intergenic non-coding regions. Mattick (2004) has pointed out that the complexity of organisms and the amount of non-coding regions in their genomes show significant correlation; that is, higher eukaryotes like mammals have disproportionately large genomes in comparison with simpler organisms. Therefore, the difference in the ncRNA numbers may also reflect complexity of these organisms. Another potentially important factor is that the public Drosophila cDNA collection does not represent the whole genome. Detailed annotation by the Genome Project revealed that the Drosophila genome contains approximately 14 000 protein-coding genes (Yandell et al. 2005). Thus, it should be noted that only 84% of the Drosophila genes are included in the cDNA collection (11 691 cDNAs), and further analysis of ESTs should uncover more mRNA-like ncRNAs.
The current study has shown that expression of many mRNA-like ncRNA candidates is spatially and temporally restricted during Drosophila embryogenesis (Figs 2 and 4). These highly regulated expression patterns suggest that the majority of MREs are involved in developmental events, such as cell differentiation and organogenesis. The tissue-specific ncRNA candidates are predominantly expressed in the central and peripheral nervous system (Fig. 2; Table 2), suggesting that the major site of action for the mRNA-like ncRNAs is the nervous system. The only previously known example of an mRNA-like ncRNA molecule that is involved in Drosophila neurogenesis is the bereft RNA (Hardiman et al. 2002), which is required for proper development of extrasensory organs and is downstream of the selector gene cut. The physiological function of bereft RNA led us to predict that other ncRNAs, including our candidates, may also be involved in neural development. If the complexity of organisms (see above) and the number of mRNA-like ncRNAs correlate with each other, complexity may be partly attributable to nervous system-specific ncRNAs.
Although little is known about the biochemical activities of mRNA-like ncRNAs, previous studies on other ncRNA species have shed light on common features of ncRNAs. For example, a large number of small ncRNAs (e.g. miRNAs and snoRNAs) specifically recognize target RNA and function as guide molecules (Ni et al. 1997; Lau et al. 2001; Lee & Ambros 2001). On the other hand, several higher-molecular-weight RNAs, including SRP RNA and ribosomal RNA, function as molecular scaffolds of ribonucleoprotein (RNP) complexes (Ban et al. 1999; Clemons et al. 1999; Kuglstatter et al. 2002). We assume that mRNA-like ncRNAs also have biochemical activities similar to these ncRNAs, in Drosophila perhaps functioning as guide molecules for recognition of post-transcriptionally regulated mRNAs. Alternatively, mRNA-like ncRNAs may be constituents of RNP complexes and orchestrate activities of other protein subunits during development. Further analysis of their physiological functions, with the aid of Drosophila genetics, should elucidate the roles of these RNA molecules in vivo.
| Experimental procedures |
|---|
|
|
|---|
A set of Drosophila full-length cDNA sequences was obtained from the Berkeley Drosophila Genome Project (ftp://ftp.fruitfly.org/pub/genomic/fasta/na_cDNA.dros.Z). Each cDNA exon was preliminarily aligned with the Drosophila genomic sequence Release 4 (ftp://ftp.fruitfly.org/pub/download/compressed/) by the BLASTN program (http://www.ncbi.nlm.nih.gov/blast), and the genomic DNA sequence with the highest score was retrieved along with 10 kb of flanking region on either side of the exon. The retrieved genomic sequence was then subjected to a fine alignment based on SIM4 (Florea et al. 1998). Sequence was retained if it aligned at
90% of its identity and
50% of its full-length coverage. Resulting positional information of cDNA exons was compared with the genomic annotation Release 4.0 compiled by the Berkeley Drosophila Genome Project (ftp://flybase.net/genomes/Drosophila_melanogaster/current/gff/dmel-X-r4.0.gff.gz), which is based on both experimental data and computational predictions by Genie (Kulp et al. 1996; Reese et al. 2000) and GENSCAN (Burge & Karlin 1997). Similarity searches with known proteins were performed to exclude cDNAs with protein-coding potential, using the BLASTX program against the Swiss-Prot Protein Database (ftp://us.expasy.org/databases/swiss-prot/).
Computational analysis of putative mRNA-like ncRNAs
For simulation analysis, control randomized sequence for every single candidate transcript was generated using a perl script without any changes in base composition. We generated control sequences 3 times and profiles of the control sequences were very similar to each other. Possible ORF length of the randomized sequences was calculated and the average length of the longest ORF of each transcript was compared with that of mRNA-like ncRNA candidates.
Comparative analyses of the genomes were performed by the BLASTN and TBLASTN programs (http://www.ncbi.nlm.nih.gov/blast). Genomic sequences of mouse, human, Anopheles and Drosophila species were obtained from public databases: D. pseudoobscura was from Flybase (ftp://flybase.net/genomes/Drosophila_pseudoobscura/current/fasta/dpse-all-chromosome-r1.03.fasta), and D. virilis, D. willistoni and A. gambiae were from NCBI TraceDB (ftp://ftp.ncbi.nih.gov/pub/TraceDB/).
In situ hybridization
cDNA clones in this study were obtained from the National Institute of Genetics (Mishima, Japan) or the Drosophila Genomics Resource Center (Bloomington, IN, USA). As probes for in situ hybridization,
500-bp DNA fragments of each cDNA clone were amplified by PCR with specific primers (Table S1) and inserted into pCR-BluntII-TOPO (Invitrogen). After treatment with appropriate restriction enzymes, strand-specific RNA probes were prepared by in vitro transcription with T7 or T3 RNA polymerase (EPICENTRE) and DIG-UTP (Roche). Probes for several cDNAs were transcribed from the original clones in the pOT2 vector, with T7 or SP6 RNA polymerase (EPICENTRE). Pretreatment of embryos prior to in situ hybridization was performed as previously described (Nagaso et al. 2001), and all processes except color development were carried out by InsituPro (INTAVIS AG). Parameters of automatic hybridization processes are summarized in Table S2.
| Acknowledgements |
|---|
| Footnotes |
|---|
These authors contributed equally to this work. | References |
|---|
|
|
|---|
Ban, N., Nissen, P., Hansen, J., Capel, M., Moore, P.B. & Steitz, T.A. (1999) Placement of protein and RNA structures into a 5 A-resolution map of the 50S ribosomal subunit. Nature 400, 841847.[CrossRef][Medline]
Bennett, M.D., Leitch, I.J., Price, H.J. & Johnston, J.S. (2003) Comparisons with Caenorhabditis (approximately 100 Mb) and Drosophila (approximately 175 Mb) using flow cytometry show genome size in Arabidopsis to be approximately 157 Mb and thus approximately 25% larger than the Arabidopsis genome initiative estimate of approximately 125 Mb. Ann. Bot. (Lond.)
91, 547557.
Burge, C. & Karlin, S. (1997) Prediction of complete gene structures in human genomic DNA. J. Mol. Biol. 268, 7894.[CrossRef][Medline]
Celniker, S.E., Wheeler, D.A., Kronmiller, B., et al. (2002) Finishing a whole-genome shotgun: release 3 of the Drosophila melanogaster euchromatic genome sequence. Genome Biol. 3, RESEARCH 0079.
Clemons, W.M. Jr, May, J.L., Wimberly, B.T., McCutcheon, J.P., Capel, M.S. & Ramakrishnan, V. (1999) Structure of a bacterial 30S ribosomal subunit at 5.5 A resolution. Nature 400, 833840.[CrossRef][Medline]
I.H.G.S. Consortium (2004) Finishing the euchromatic sequence of the human genome. Nature 431, 931945.[CrossRef][Medline]
Eddy, S.R. (2001) Non-coding RNA genes and the modern RNA world. Nature Rev. Genet. 2, 919929.[CrossRef][Medline]
Erdmann, V.A., Szymanski, M., Hochberg, A., de
Groot, N. & Barciszewski, J. (1999) Collection of mRNA-like non-coding RNAs. Nucleic
Acids Res.
27, 192195.
Florea, L., Hartzell, G., Zhang, Z., Rubin, G.M. & Miller, W. (1998) A computer program for aligning a cDNA sequence with a genomic DNA sequence. Genome Res.
8, 967974.
French, P.J., Bliss, T.V. & O'Connor, V. (2001) Ntab, a novel non-coding RNA abundantly expressed in rat brain. Neuroscience 108, 207215.[CrossRef][Medline]
Griffiths-Jones, S., Bateman, A., Marshall, M., Khanna, A. & Eddy, S.R. (2003) Rfam: an RNA family database. Nucleic Acids Res.
31, 439441.
Hardiman, K.E., Brewster, R., Khan, S.M., Deo, M. & Bodmer, R. (2002) The bereft gene, a potential target of the neural selector gene cut, contributes to bristle morphogenesis. Genetics
161, 231247.
Herzing, L.B., Romer, J.T., Horn, J.M. & Ashworth, A. (1997) Xist has properties of the X-chromosome inactivation centre. Nature 386, 272275.[CrossRef][Medline]
Ji, P., Diederichs, S., Wang, W., et al. (2003) MALAT-1, a novel noncoding RNA, and thymosin beta4 predict metastasis and survival in early-stage non-small cell lung cancer. Oncogene 22, 80318041.[CrossRef][Medline]
Kelley, R.L. (2004) Path to equality strewn with roX. Dev. Biol. 269, 1825.[CrossRef][Medline]
Kuglstatter, A., Oubridge, C. & Nagai, K. (2002) Induced structural changes of 7SL RNA during the assembly of human signal recognition particle. Nature Struct. Biol. 9, 740744.[CrossRef][Medline]
Kulp, D., Haussler, D., Reese, M.G. & Eeckman, F.H. (1996) A generalized hidden Markov model for the recognition of human genes in DNA. Proc. Int. Conf. Intell. Syst. Mol. Biol. 4, 134142.[Medline]
Lanz, R.B., McKenna, N.J., Onate, S.A., et al. (1999) A steroid receptor coactivator, SRA, functions as an RNA and is present in an SRC-1 complex. Cell 97, 1727.[CrossRef][Medline]
Lau, N.C., Lim, L.P., Weinstein, E.G. & Bartel, D.P. (2001) An abundant class of tiny RNAs with probable regulatory roles in Caenorhabditis elegans. Science
294, 858862.
Lee, R.C. & Ambros, V. (2001) An extensive class of small RNAs in Caenorhabditis elegans. Science
294, 862864.
Lee, J.T., Strauss, W.M., Dausman, J.A. & Jaenisch, R. (1996) A 450 kb transgene displays properties of the mammalian X-inactivation center. Cell 86, 8394.[CrossRef][Medline]
Martinho, R.G., Kunwar, P.S., Casanova, J. & Lehmann, R. (2004) A noncoding RNA is required for the repression of RNApolII-dependent transcription in primordial germ cells. Curr. Biol. 14, 159165.[CrossRef][Medline]
Mattick, J.S. (2004) RNA regulation: a new genetics? Nature Rev. Genet. 5, 316323.[CrossRef][Medline]
Meller, V.H. & Rattner, B.P. (2002) The roX genes encode redundant male-specific lethal transcripts required for targeting of the MSL complex. EMBO J. 21, 10841091.[CrossRef][Medline]
Nagaso, H., Murata, T., Day, N. & Yokoyama, K.K. (2001) Simultaneous detection of RNA and protein by in situ hybridization and immunological staining. J. Histochem. Cytochem.
49, 11771182.
Nakamura, A., Amikura, R., Mukai, M., Kobayashi, S. & Lasko, P.F. (1996) Requirement for a noncoding RNA in Drosophila polar granules for germ cell establishment. Science
274, 20752079.
Ni, J., Tien, A.L. & Fournier, M.J. (1997) Small nucleolar RNAs direct site-specific synthesis of pseudouridine in ribosomal RNA. Cell 89, 565573.[CrossRef][Medline]
Numata, K., Kanai, A., Saito, R., et al. (2003) Identification of putative noncoding RNAs among the RIKEN mouse full-length cDNA collection. Genome Res.
13, 13011306.
Okazaki, Y., Furuno, M., Kasukawa, T., et al. (2002) Analysis of the mouse transcriptome based on functional annotation of 60 770 full-length cDNAs. Nature 420, 563573.[CrossRef][Medline]
Ota, T., Suzuki, Y., Nishikawa, T., et al. (2004) Complete sequencing and characterization of 21 243 full-length human cDNAs. Nature Genet. 36, 4045.[CrossRef][Medline]
Pang, K.C., Stephen, S., Engstrom, P.G., et al. (2005) RNAdba comprehensive mammalian noncoding RNA database. Nucleic Acids Res.
33 Database Issue, D125130.
Plath, K., Mlynarczyk-Evans, S., Nusinow, D.A. & Panning, B. (2002) Xist RNA and the mechanism of X chromosome inactivation. Annu. Rev. Genet. 36, 233278.[CrossRef][Medline]
Reese, M.G., Kulp, D., Tammana, H. & Haussler, D. (2000) Geniegene finding in Drosophila melanogaster. Genome Res.
10, 529538.
Rubin, G.M., Hong, L., Brokstein, P., et al. (2000) A Drosophila complementary DNA resource. Science
287, 22222224.
Russo, C.A., Takezaki, N. & Nei, M. (1995) Molecular phylogeny and divergence times of drosophilid species. Mol. Biol. Evol. 12, 391404.[Abstract]
Stapleton, M., Carlson, J., Brokstein, P., et al. (2002a) A Drosophila full-length cDNA resource. Genome Biol. 3, RESEARCH0080.[Medline]
Stapleton, M., Liao, G., Brokstein, P., et al. (2002b) The Drosophila gene collection: identification of putative full-length cDNAs for 70% of D. melanogaster genes. Genome Res.
12, 12941300.
Szymanski, M., Erdmann, V.A. & Barciszewski, J. (2003) Noncoding regulatory RNAs database. Nucleic Acids Res.
31, 429431.
Waterston, R.H., Lindblad-Toh, K., Birney, E., et al. (2002) Initial sequencing and comparative analysis of the mouse genome. Nature 420, 520562.[CrossRef][Medline]
Yandell, M., Bailey, A.M., Misra, S., et al. (2005) A computational and experimental approach to validating annotations and gene predictions in the Drosophila melanogaster genome. Proc. Natl. Acad. Sci. USA
102, 15661571.
Received: 19 July 2005
Accepted: 18 September 2005
This article has been cited by other articles:
![]() |
M. Hiller, S. Findeiss, S. Lein, M. Marz, C. Nickel, D. Rose, C. Schulz, R. Backofen, S. J. Prohaska, G. Reuter, et al. Conserved introns reveal novel transcripts in Drosophila melanogaster Genome Res., July 1, 2009; 19(7): 1289 - 1300. [Abstract] [Full Text] [PDF] |
||||
![]() |
Z. Li, M. Liu, L. Zhang, W. Zhang, G. Gao, Z. Zhu, L. Wei, Q. Fan, and M. Long Detection of intergenic non-coding RNAs expressed in the main developmental stages in Drosophila melanogaster Nucleic Acids Res., May 18, 2009; (2009) gkp334v1. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. T. Brookheart, C. I. Michel, L. L. Listenberger, D. S. Ory, and J. E. Schaffer The Non-coding RNA gadd7 Is a Regulator of Lipid-induced Oxidative and Endoplasmic Reticulum Stress J. Biol. Chem., March 20, 2009; 284(12): 7446 - 7454. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. Mituyama, K. Yamada, E. Hattori, H. Okida, Y. Ono, G. Terai, A. Yoshizawa, T. Komori, and K. Asai The Functional RNA Database 3.0: databases to support mining and annotation of functional RNAs Nucleic Acids Res., January 1, 2009; 37(suppl_1): D89 - D92. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Sone, T. Hayashi, H. Tarui, K. Agata, M. Takeichi, and S. Nakagawa The mRNA-like noncoding RNA Gomafu constitutes a novel nuclear domain in a subset of neurons J. Cell Sci., August 1, 2007; 120(15): 2498 - 2506. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. F. Mehler and J. S. Mattick Noncoding RNAs and RNA Editing in Brain Development, Functional Diversification, and Neurological Disease Physiol Rev, July 1, 2007; 87(3): 799 - 823. [Abstract] [Full Text] [PDF] |
||||
![]() |
X. Deng and V. H. Meller roX RNAs Are Required for Increased Expression of X-Linked Genes in Drosophila melanogaster Males Genetics, December 1, 2006; 174(4): 1859 - 1866. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. F. Mehler and J. S. Mattick Non-coding RNAs in the nervous system J. Physiol., September 1, 2006; 575(2): 333 - 341. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Biemar, D. A. Nix, J. Piel, B. Peterson, M. Ronshaugen, V. Sementchenko, I. Bell, J. R. Manak, and M. S. Levine Comprehensive identification of Drosophila dorsal-ventral patterning genes using a whole-genome tiling array PNAS, August 22, 2006; 103(34): 12763 - 12768. [Abstract] [Full Text] [PDF] |
||||
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| HOME | HELP | FEEDBACK | SUBSCRIPTIONS | ARCHIVE | ADVANCED SEARCH | TABLE OF CONTENTS |