Genome-wide analysis of alternative splicing in Chlamydomonas reinhardtii
© Labadorf et al; licensee BioMed Central Ltd. 2010
Received: 16 June 2009
Accepted: 17 February 2010
Published: 17 February 2010
Genome-wide computational analysis of alternative splicing (AS) in several flowering plants has revealed that pre-mRNAs from about 30% of genes undergo AS. Chlamydomonas, a simple unicellular green alga, is part of the lineage that includes land plants. However, it diverged from land plants about one billion years ago. Hence, it serves as a good model system to study alternative splicing in early photosynthetic eukaryotes, to obtain insights into the evolution of this process in plants, and to compare splicing in simple unicellular photosynthetic and non-photosynthetic eukaryotes. We performed a global analysis of alternative splicing in Chlamydomonas reinhardtii using its recently completed genome sequence and all available ESTs and cDNAs.
Our analysis of AS using BLAT and a modified version of the Sircah tool revealed AS of 498 transcriptional units with 611 events, representing about 3% of the total number of genes. As in land plants, intron retention is the most prevalent form of AS. Retained introns and skipped exons tend to be shorter than their counterparts in constitutively spliced genes. The splice site signals in all types of AS events are weaker than those in constitutively spliced genes. Furthermore, in alternatively spliced genes, the prevalent splice form has a stronger splice site signal than the non-prevalent form. Analysis of constitutively spliced introns revealed an over-abundance of motifs with simple repetitive elements in comparison to introns involved in intron retention. In almost all cases, AS results in a truncated ORF, leading to a coding sequence that is around 50% shorter than the prevalent splice form. Using RT-PCR we verified AS of two genes and show that they produce more isoforms than indicated by EST data. All cDNA/EST alignments and splice graphs are provided in a website at http://combi.cs.colostate.edu/as/chlamy.
The extent of AS in Chlamydomonas that we observed is much smaller than observed in land plants, but is much higher than in simple unicellular heterotrophic eukaryotes. The percentage of different alternative splicing events is similar to flowering plants. Prevalence of constitutive and alternative splicing in Chlamydomonas, together with its simplicity, many available public resources, and well developed genetic and molecular tools for this organism make it an excellent model system to elucidate the mechanisms involved in regulated splicing in photosynthetic eukaryotes.
The coding regions (exons) of most eukaryotic genes are interrupted by non-coding sequences (introns). The intronic sequences from primary transcripts (also called precursor-mRNAs or pre-mRNAs) are removed and the exons are spliced to generate functional mRNAs . In many organisms, pre-mRNAs are alternatively spliced to generate multiple mRNAs from a single gene . It is becoming clear that alternative splicing generates distinct proteins with altered functions from a limited set of genes [2–5]. The effects of alternative splicing on proteins include production of protein isoforms with loss or gain of function, altered subcellular localization, protein stability and/or posttranslational modifications [1, 3]. Furthermore, alternative splicing plays a role in regulation of gene expression through processes such as regulated unproductive splicing and translation (RUST) and mRNA recruitment [6, 7]. Alternative splicing is also implicated in evolution of organisms . The availability of the complete genome sequences of many multicellular eukaryotic organisms and large sets of full-length cDNAs and ESTs has permitted comprehensive analysis of alternative splicing. More recently, global analysis of alternative splicing has also been performed using splicing sensitive mircroarrays and new generation sequencing technologies [5, 8, 9]. These analyses have shown that alternative splicing is highly prevalent in multicellular eukaryotes. In humans, 95% of multiexon genes undergo alternative splicing resulting in the generation of two or more transcripts from a single gene . Analysis of alternative splicing in flowering plants by aligning the available cDNAs/ESTs to genome sequences has shown that pre-mRNAs from ~ 30% of genes are alternatively spliced [10, 11]. Alternative splicing in some specific gene families such as genes encoding serine/arginine-rich proteins is extensive, resulting in a five-fold increase in transcriptome complexity [12, 13]. In addition, stresses have been shown to dramatically alter the splicing pattern of many plant genes [3, 12–16]. In mammalian systems, exon skipping is most prevalent, whereas in flowering plants up to 55% of alternative splicing events are intron retention [3, 10, 11, 17]. It is suggested that the variations in frequencies of different types of alternative splicing events between plant and non-plant systems reflect the differences in gene architecture and pre-mRNA splicing between these organisms [3, 11]. In contrast to multicellular organisms, very little is known about the prevalence and types of alternative splicing in simple unicellular photosynthetic eukaryotes from which land plants have evolved. Recent completion of the Chlamydomonas genome and the availability of a fairly large number of ESTs [18–20] permit global analysis of post-transcriptional events including alternative splicing in a unicellular photosynthetic eukaryote.
Chlamydomonas shares many features with cells of more complex eukaryotic plants and animals. Chlamydomonas, like land plants, is an autotroph and contains a chloroplast. Furthermore, like animals, it can grow as a heterotroph and is mobile. Chlamydomonas diverged from land plants about one billion years ago . About 93% of the 120 Mb genome of Chlamydomonas reinhardtii has been sequenced [18, 19]. Gene models in the latest version (v4) of the Chlamydomonas genome sequence predict 16,709 protein-coding genes and about half of these gene predictions have cDNA/EST support. Analysis of the Chlamydomonas genome revealed that it contains many genes that are specific to both plant and animal lineages, reflecting its unique position in evolution . Because of the many advantages Chlamydomonas offers, it is considered to be the "green yeast" for studying various eukaryotic cellular processes . For over five decades, Chlamydomonas has been used as a model system to study many aspects of photosynthesis, structure and function of flagella, and a variety of other biological processes. More recently, it is being used to investigate mechanisms that regulate biofuels production . Analysis of alternative splicing in Chlamydomonas allows comparison of alternative splicing between simple unicellular photosynthetic eukaryotes and highly evolved flowering plants.
Furthermore, this will also aid in understanding how alternative splicing has evolved during the evolution of land plants. Hence, we have performed a comprehensive analysis of alternative splicing in Chlamydomonas reinhardtii. We have used the BLAT tool  and a modified version of the Sircah software for the detection and visualization of alternative splicing . Detailed results, including alignments and splice graphs for each cluster exhibiting alternative splicing are available on our "Chlamydomonas AS" site http://combi.cs.colostate.edu/as/chlamy/. Our results show that alternative splicing is prevalent in Chlamydomonas, although the extent of it is less than in land plants. The relative frequency of different splicing events in Chlamydomonas is very similar to higher plants.
Results and Discussion
Properties of introns
Unlike other unicellular eukaryotes (e.g. yeast), the vast majority of genes (~ 88%) in Chlamydomonas have introns (see Table S1 in the Additional file 1 for a comparison of the properties of the Chlamydomonas genome with humans and Arabidopsis). The percentage of intron-containing genes in Chlamydomonas is higher than in plants and humans.
Previous comparative studies on gene structure in flowering plants and animals have revealed a number of significant differences in their gene architecture [25, 26]. For example, land plant genes are shorter than animal genes with fewer exons and shorter introns .
Furthermore, plant introns are rich in T or T/A, which is necessary for the recognition of splice sites and efficient splicing of pre-mRNAs [25, 26]. Chlamydomonas shares both plant and animal features in its gene architecture. The average number of introns in Chlamydomonas is similar to humans. However, the median size of exons (132 bases) and introns (232 nucleotides) is similar to flowering plants. The GC content of Chlamydomonas is 64%, which is significantly higher than the GC content of multi-cellular organisms. Introns in protein coding genes of metazoans have four signals that are necessary for accurate splicing of pre-mRNAs. These include two consensus sequences at the 5' and 3' splice sites with conserved GT and AG dinucleotides, respectively, a polypyrimidine tract at the 3' end of the intron, and a branch point located about 17-40 nucleotides upstream of the 3' splice site . However, in land-plants the branch point is not obvious; the 3' end of plant introns are rich in T nucleotides . Although the 5' and 3' splice sites in Chlamydomonas introns are similar to land plants and humans (Figure S5 in Additional file 1) the 3' end of introns in Chlamydomonas is enriched in C in place of a polyprimidine tract (Figure S6 in Additional file 1).
Extent and types of alternative splicing
The prevalence of different types of alternative splicing events.
Splice site strength
Splice site strength in alternative and constitutive splicing.
Splice site strength for prevalent and non-prevalent splice forms.
non-prevalent vs prevalent
prevalent vs constitutive
non-prevalent avg. score
prevalent avg. score
prevalent avg. score
constitutive avg. score
Length and GC content of retained introns and skipped exons
Alternatively spliced introns and exons in multicellular organisms were shown to have different length and nucleotide composition than their constitutively spliced counterparts [11, 30]. We compared the length of retained introns and skipped exons with those that did not exhibit alternative splicing. This analysis revealed that retained introns are shorter than those that did not exhibit alternative splicing. The median size of retained introns is 127 bp compared to a median size of 232 bp in constitutively spliced introns. The difference is more pronounced in Chlamydomonas than in Arabidopsis, where median sizes are 93 bp compared to 100 bp . Skipped exons are shorter than exons that are not known to exhibit alternative splicing with a median size of 84 bp compared to a median size of 132 bp in constitutively spliced exons.
In land plants, introns have high AT content, whereas exons are GC rich. Subsequently, a high percentage of A/T or T was reported to be important for efficient splicing of introns in flowering plants. Proteins that bind to U-rich stretches in pre-mRNA have been reported in plants [26, 31]. In Chlamydomonas, we found that retained introns have a GC content of 57% as compared to 62% for constitutive introns. Furthermore, short, in-frame introns have an even lower GC content (56%). Similarly, skipped exons have a lower GC content as compared to constitutive exons (63% versus 66%). All these differences are highly statistically significant (t-tests yielded p values of 4.1475e-35, 2.5601e-06, and 0.0031, respectively). In Arabidopsis, the opposite trend is observed; retained introns have a higher GC content .
Impact of alternative splicing on predicted proteins
The effect of splicing on predicted proteins.
AS in Coding Sequence
ORF Shortened By
AS in UTR # events
Alternative splicing motifs
Since introns have four loosely conserved signals, it is thought that other sequences may be involved in regulated splicing. In metazoans and land plants, protein factors such as SR proteins and hnRNPs have been shown to regulate splicing by binding to such splicing regulatory elements either in exons or introns and to enhance or prevent the usage of a splice site [38, 39]. We performed a motif analysis of retained introns in comparison to constitutive introns using the DME program  (see details in the Additional file 1). While we didn't find statistically significant motifs in retained introns, constitutively spliced introns consistently produced such motifs. All the motifs were tandem repeats of di-nucleotides or tri-nucleotides. The consensus sequence for the top scoring motif was TGCTGCTG. A complete list of motifs with their associated p-values is presented in Table S4 in Additional file 1. Simple repetitive elements have been shown to bind splicing regulatory proteins such as SRs and hnRNPs and contribute to regulated splicing . In Chlamydomonas there are several SR and hnRNP proteins that share significant sequence similarity with splicing regulators in multicellular organisms.
Experimental verification of alternative splicing
Sequence analysis has revealed that five of the six forms are due to alternative splicing of the 4th intron, which is the largest in this gene. In a study of alternative splicing of SR genes, which undergo extensive alternative splicing in Arabidopsis, it was found that in almost all SR genes the longest intron was involved in generating multiple transcripts by alternative splicing. The alternative splicing events observed in ODC1 include intron retention, Alt5' and Alt3' events. Only one of the six isoforms produced the full-length protein of 542 amino acids, which contains all of the seven conserved signature motifs of ODC1; the remaining five splice variants are predicted to produce three different truncated proteins with 151 to 172 amino acids due to in-frame translation termination codons. None of these three proteins contain conserved regions found in ODC1, hence are not likely to be functional. In humans, splice variants that have a premature termination codon at more than 50 nucleotides upstream of the last 3' exon-exon junction are known to be degraded by NMD . Five of the six splice variants of ODC1 meet this criterion, hence are likely to be the targets of the NMD surveillance system. Interestingly, all five splice variants with a PTC are abundant and in some cases are present in higher levels when compared to the functional transcript (Fig. 3C, compare the lower band to the rest of the bands), suggesting some type of regulatory role for these other transcripts. Three of the four splice variants of the ASyn gene also encode truncated proteins (Figure 3E, Additional File 2). Two of these isoforms (isoform 3 and 4) are also likely targets of NMD. Of the three predicted splice variants for the ASyn gene we verified one of them (isoform 1), and detected a novel splice variant (isoform 2). ASyn transfers the amide group of glutamine to aspartate to form asparagine and plays a role in nitrogen metabolism . Although land plants have one or more ASyn genes it is not known if the pre-mRNAs from these undergo alternative splicing .
Ornithine decarboxylase is a key rate-limiting enzyme in the biosynthesis of polyamines, which are required for cell growth and cell division in Chlamydomonas and other organisms . It catalyzes the formation of putrescine from ornithine. ODC is present in algae and animals. However, higher plants such as Arabidopsis do not have ODC and synthesize polyamines via a different pathway . ODC pre-mRNA in animals also undergoes alternative splicing. However, the 5' untranslated region is alternatively spliced in animals and this event controls ribosomal entry on the ODC mRNA . The physiological significance of ODC1 isoforms in Chlamydomonas remains to be studied. It is possible that the PTC forms may be involved in regulating the level of the functional isoform through regulated unproductive translation and splicing. In addition to these two genes (ODC1 and ASyn) splice variant predictions for a few other genes were verified by others [47–52]. A recent analysis of thylakoid membrane proteins provides support for alternative splicing resulting in the generation of two proteins from a single gene .
During the last six years, the estimates of the extent of alternative splicing in flowering plants has increased from 5% to 30%  due to an increase in available EST and full-length cDNA sequences. It is likely that the percentage of Chlamydomonas genes known to undergo alternative splicing will increase as more ESTs/cDNAs become available. Deep sequencing of the Chlamydomonas trascriptome under various conditions using next generation sequencing technologies should provide information on the real extent of alternative splicing. However, it is also likely that the prevalence of alternative splicing is roughly four-fold less than in flowering plants. We found that 3% of Chlamydomonas genes are alternatively spliced; in Arabidopsis, with a similar number of ESTs/cDNAs used in this analysis, about 12% of genes were predicted to be alternatively spliced .
There are only a few cases of alternative splicing reported in Chlamydomonas[47–52]. In several of these the protein coded by splice variants was found to be different, suggesting that proteins generated by alternative splicing may have different functions. In support of this, alternative splicing in some of these genes has been shown to have a physiological role. Hence, the observed alternative splicing events reported here are likely to be important in regulating gene expression and protein function. Furthermore, alternative splicing may also contribute to the regulation of functional transcript levels through RUST.
Our analysis indicates that alternative splicing is prevalent in Chlamydomonas reinhardtii. However, the extent of alternative splicing is much lower than what is observed in land plants. The frequency of different alternative splicing events is similar to flowering plants, with about half of all splicing events representing intron retention. Our finding that a large number of genes in Chlamydomonas undergo alternative splicing, together with the simplicity of the system and the availability of powerful experimental tools (molecular and genetic) suggest that this organism can serve as an attractive experimental system to understand the mechanisms involved in regulated splicing.
Detection of alternative splicing
To detect potential alternative splicing events, we obtained 252,484 high-fidelity Chlamydomonas EST sequences that Liang et al. corrected using cDNA termini to anchor transcripts to their correct positions in the genome . The ESTs were aligned to the Chlamydomonas genome using the BLAT program . We performed several filtering steps to obtain high quality alignments. The resulting alignments were clustered into putative transcriptional units and processed using a modified version of the Sircah tool to detect alternative splicing events. Details of our alignment processing and alternative splicing detection are found in Additional file 1.
In our experiments we used two strains of Chlamydomonas reinhardtii (the wall-less strain (cc503) and wt (cc1690)). Both were obtained from the Chlamydomonas Center culture collection at Duke University. These strains were then grown in TAP medium . The cultures were maintained at 22°C on a shaking platform in a growth chamber set on a 12:12 light/dark cycle . Cells were subcultured during log phase at a starting density (determined by a hemocytometer) of 105 cells/mL . For RNA isolation, a 2 ml aliquot was collected during log phase in 2 ml tubes and centrifuged at 0.2 g for 2 minutes. Supernatant was removed and the procedure repeated until cells from 4 to 6 mls were harvested in the same tube. The resulting pellet was then frozen immediately in liquid N2 and stored at -20°C.
RNA Isolation and cDNA synthesis
Total RNA was isolated using an RNeasy Plant Mini Kit (Qiagen, http://www.qiagen.com/. Prior to RNA isolation, the cell pellet was thawed on ice and frozen in liquid N2. This procedure was repeated 2-3 times in order to lyse the cells and the total RNA was isolated according to the protocol provided by the kit manufacturer. RNA amount was quantified spectrophotometrically at 260 nm. The RNA sample was treated with DNase I according to the manufacturer's instructions (Invitrogen). The quality of RNA was verified by running an aliquot on a 1% agarose gel. DNase-treated RNA (1.5 μg) was used to synthesize first-strand cDNA with an oligo (dT) primer using SuperScriptII (Invitrogen).
PCR of ODC1 and ASyn transcripts
One-twentieth of the first-strand cDNA was used for PCR amplification in a reaction volume of 20 μ l. The primers were designed using the Primer3 Input http://frodo.wi.mit.edu/ software. Touchdown PCR (TD-PCR) was performed using a temperature range of 50 - 60°C based upon the primer T m . An extended hot-start method was utilized in which the PCR sample was allowed to incubate at 95°C for 1.5 hrs prior to PCR cycling. The following TD-PCR conditions were used: initial denaturation performed at 95°C for 3 minutes, followed by 10 cycles where denaturation was at 95°C for 30 seconds, and an annealing temperature of 60°C for 45 seconds. The annealing temperature was set to decrease 0.5°C every cycle until the 10 cycles were complete. Elongation was at 72°C for 3.5 minutes. The next 20 cycles had a denaturing temperature of 95°C for 30 seconds, an annealing temperature of 50°C for 45 seconds, and an elongation temperature of 72°C for 3.5 minutes. The final extension was at 72°C for 5 minutes. Amplified PCR products were resolved by electrophoresis in 1% agarose gels. All PCR reactions were performed using Takara EX Taq™ polymerase. Bands were extracted using a razor blade and stored at -20°C until gel extraction was performed.
TOPO Cloning and Sequencing
Gel extraction was performed prior to TOPO cloning using the GeneJET™ Gel Extraction kit (Fermentas). After DNA was extracted, the sample was dried using the Speed-Vac and dissolved in 4 μl of water. The DNA was cloned using the TOPO TA Cloning Kit (Invitrogen). Plasmid from white colonies was isolated using the QIAprep Spin Miniprep kit (Qiagen). Inserts in plasmids were verified using PCR as well as digestion with EcoRI. Clones with an insert were then sequenced at Colorado State Macromolecular Center. Analysis of sequences was performed using the Spidey program .
This study was funded by NSF award 0743097. We thank Dr. Irene Day for her comments on the manuscript and Jessye Maddox for her help in culturing Chlamydomonas reinhardtii.
- Black DL: mechanisms of alternative pre-messenger RNA splicing. Annual Review of Biochemistry. 2003, 72: 291-336. 10.1146/annurev.biochem.72.121801.161720.PubMedView ArticleGoogle Scholar
- Modrek B, Lee C: A genomic view of alternative splicing. Nat Genet. 2002, 30: 13-19. 10.1038/ng0102-13.PubMedView ArticleGoogle Scholar
- Reddy A: Alternative splicing of pre-messenger RNAs in plants in the genomic era. Annu Rev Plant Biol. 2007, 58: 267-294. 10.1146/annurev.arplant.58.032806.103754.PubMedView ArticleGoogle Scholar
- Barbazuk WB, Fu Y, McGinnis KM: Genome-wide analyses of alternative splicing in plants: Opportunities and challenges. Genome Research. 2008, 18 (9): 1381-1392. 10.1101/gr.053678.106.PubMedView ArticleGoogle Scholar
- Pan Q, Shai O, Lee L, Frey B, Blencowe B: Deep surveying of alternative splicing complexity in the human transcriptome by high-throughput sequencing. Nature genetics. 2008, 40: 1413-1415. 10.1038/ng.259.PubMedView ArticleGoogle Scholar
- Lareau L, Brooks A, Soergel D, Meng Q, Brenner S: The coupling of alternative splicing and nonsense-mediated mRNA decay. Advances in experimental medicine and biology. 2008, 623: 190-full_text.View ArticleGoogle Scholar
- Lareau L, Inada M, Green R, Wengrod J, Brenner S: Unproductive splicing of SR genes associated with highly conserved and ultraconserved DNA elements. Nature. 2007, 446 (7138): 926-10.1038/nature05676.PubMedView ArticleGoogle Scholar
- Calarco J, Xing Y, Cáceres M, Calarco J, Xiao X, Pan Q, Lee C, Preuss T, Blencowe B: Global analysis of alternative splicing differences between humans and chimpanzees. Genes & development. 2007, 21 (22): 2963-View ArticleGoogle Scholar
- Johnson J, Castle J, Garrett-Engele P, Kan Z, Loerch P, Armour C, Santos R, Schadt E, Stoughton R, Shoemaker D: Genome-wide survey of human alternative pre-mRNA splicing with exon junction microarrays. Science. 2003, 302 (5653): 2141-2144. 10.1126/science.1090100.PubMedView ArticleGoogle Scholar
- Campbell MA, Haas BJ, Hamilton JP, Mount SM, Buell C: Comprehensive analysis of alternative splicing in rice and comparative analyses with Arabidopsis. BMC Genomics. 2006, 7: 327-10.1186/1471-2164-7-327.PubMed CentralPubMedView ArticleGoogle Scholar
- Wang BB, Brendel V: Genomewide comparative analysis of alternative splicing in plants. PNAS. 2006, 103 (18): 7175-7180. 10.1073/pnas.0602039103.PubMed CentralPubMedView ArticleGoogle Scholar
- Palusa S, Ali G, Reddy A: Alternative splicing of pre-mRNAs of Arabidopsis serine/arginine-rich proteins and its regulation by hormones and stresses. Plant J. 2007,Google Scholar
- Tanabe N, Yoshimura K, Kimura A, Yabuta Y, Shigeoka S: Differential expression of alternatively spliced mRNAs of Arabidopsis SR protein homologs, atSR30 and atSR45a, in response to environmental stress. Plant and Cell Physiology. 2007, 48 (7): 1036-10.1093/pcp/pcm069.PubMedView ArticleGoogle Scholar
- Iida K, Seki M, Sakurai T, Satou M, Akiyama K, Toyoda T, Konagaya A, Shinozaki K: Genome-wide analysis of alternative pre-mRNA splicing in Arabidopsis thaliana based on full-length cDNA sequences. Nucl Acids Res. 2004, 32 (17): 5096-5103. 10.1093/nar/gkh845.PubMed CentralPubMedView ArticleGoogle Scholar
- Isshiki M, Tsumoto A, Shimamoto K: The serine/arginine-rich protein family in rice plays important roles in constitutive and alternative splicing of pre-mRNA. Plant Cell. 2006, 18: 146-158. 10.1105/tpc.105.037069.PubMed CentralPubMedView ArticleGoogle Scholar
- Ali G, Reddy A: Regulation of alternative splicing of pre-mRNAs by stresses. Current topics in microbiology and immunology. 2008, 326: 257-full_text.PubMedGoogle Scholar
- Kim E, Magen A, Ast G: Different levels of alternative splicing among eukaryotes. Nucl Acids Res. 2007, 35: 125-131. 10.1093/nar/gkl924.PubMed CentralPubMedView ArticleGoogle Scholar
- Merchant S, Prochnik S, Vallon O, Harris E, Karpowicz S, Witman G, Terry A, Salamov A, Fritz-Laylin L, Marechal-Drouard L, other s: The Chlamydomonas genome reveals the evolution of key animal and plant functions. Science. 2007, 318 (5848): 245-10.1126/science.1143609.PubMed CentralPubMedView ArticleGoogle Scholar
- Vallon O, Dutcher S: Treasure Hunting in the Chlamydomonas Genome. Genetics. 2008, 179: 3-6. 10.1534/genetics.104.179101.PubMed CentralPubMedView ArticleGoogle Scholar
- Liang C, Liu Y, Liu L, Davis A, Shen Y, Li Q: Expressed sequence tags with cDNA termini: previously overlooked resources for gene annotation and transcriptome exploration in Chlamydomonas reinhardtii. Genetics. 2008, 179: 83-10.1534/genetics.107.085605.PubMed CentralPubMedView ArticleGoogle Scholar
- Goodenough U: Green yeast. Cell. 1992, 70 (4): 533-10.1016/0092-8674(92)90424-B.PubMedView ArticleGoogle Scholar
- Hu Q, Sommerfeld M, Jarvis E, Ghirardi M, Posewitz M, Seibert M, Darzins A: Microalgal triacylglycerols as feedstocks for biofuel production: perspectives and advances. Plant Journal. 2008, 54 (4): 621-10.1111/j.1365-313X.2008.03492.x.PubMedView ArticleGoogle Scholar
- Kent WJ: BLAT - The BLAST-Like Alignment Tool. Genome Research. 2002, 12 (4): 656-664.PubMed CentralPubMedView ArticleGoogle Scholar
- Harrington E, Bork P: Sircah: a tool for the detection and visualization of alternative transcripts. Bioinformatics. 2008, 24 (17): 1959-10.1093/bioinformatics/btn361.PubMedView ArticleGoogle Scholar
- Reddy A: Nuclear Pre-mRNA Splicing in Plants. Crit. Rev. Plant Sci. 2001, 20: 523-571.View ArticleGoogle Scholar
- Lorkovic Z, Wieczorek Kirk D, Lambermon M, Filipowicz W: Pre-mRNA splicing in higher plants. Trends Plant Sci. 2000, 5: 160-167. 10.1016/S1360-1385(00)01595-8.PubMedView ArticleGoogle Scholar
- Heber S, Alekseyev M, Sze S, Tang H, Pevzner P: Splicing graphs and EST assembly problem. Bioinformatics. 2002, 18 (Suppl 1): S181-S188.PubMedView ArticleGoogle Scholar
- Joint Genome Institute: Chlamydomonas reinhardtii v4.0. 2009, [http://genome.jgi-psf.org/Chlre4/Chlre4.download.ftp.html]Google Scholar
- Zheng CL, Fu XD, Gribskov M: Characteristics and regulatory elements defining constitutive splicing and different modes of alternative splicing in human and mouse. RNA. 2005, 11 (12): 1777-1787. 10.1261/rna.2660805.PubMed CentralPubMedView ArticleGoogle Scholar
- Ner-Gaon H, Leviatan N, Rubin E, Fluhr R: Comparative cross-species alternative splicing in plants. Plant Physiol. 2007, 144 (3): 1632-1641. 10.1104/pp.107.098640.PubMed CentralPubMedView ArticleGoogle Scholar
- Lorkovic Z, Kirk D, Klahre U, Hemmings-Mieszczak M, Filipowicz W: RBP45 and RBP47, two oligouridylate-specific hnRNP-like proteins interacting with poly (A)+ RNA in nuclei of plant cells. RNA. 2000, 6 (11): 1610-1624. 10.1017/S1355838200001163.PubMed CentralPubMedView ArticleGoogle Scholar
- Maquat L: Nonsense-mediated mRNA decay: splicing, translation and mRNP dynamics. Nat Rev Mol Cell Biol. 2004, 5: 89-99. 10.1038/nrm1310.PubMedView ArticleGoogle Scholar
- Chang YF, Imam JS, Wilkinson ME: The nonsense-mediated decay RNA surveillance pathway. Annual Review of Biochemistry. 2007, 76: 51-74. 10.1146/annurev.biochem.76.050106.093909.PubMedView ArticleGoogle Scholar
- Palusa S, Reddy A: Extensive coupling of alternative splicing of pre-mRNAs of serine/arginine (SR) genes with nonsense-mediated decay. The New phytologist. 2009, 185: 83-89.PubMedView ArticleGoogle Scholar
- Kurihara Y, Matsui A, Hanada K, Kawashima M, Ishida J, Morosawa T, Tanaka M, Kaminuma E, Mochizuki Y, Matsushima A: Genome-wide suppression of aberrant mRNA-like noncoding RNAs by NMD in Arabidopsis. Proceedings of the National Academy of Sciences. 2009, 106 (7): 2453-10.1073/pnas.0808902106.View ArticleGoogle Scholar
- Arciga-Reyes L, Wootton L, Kieffer M, Davies B: UPF1 is required for nonsense-mediated mRNA decay (NMD) and RNAi in Arabidopsis. Plant J. 2006, 47: 480-4889. 10.1111/j.1365-313X.2006.02802.x.PubMedView ArticleGoogle Scholar
- Schoning J, Streitner C, Meyer I, Gao Y, Staiger D: Reciprocal regulation of glycine-rich RNA-binding proteins via an interlocked feedback loop coupling alternative splicing to nonsense-mediated decay in Arabidopsis. Nucleic Acids Research. 2008, 36: 6977-6987. 10.1093/nar/gkn847.PubMed CentralPubMedView ArticleGoogle Scholar
- Long J, Caceres J: The SR protein family of splicing factors: master regulators of gene expression. The Biochemical journal. 2009, 417: 15-10.1042/BJ20081501.PubMedView ArticleGoogle Scholar
- Fairbrother WG, Yeh RF, Sharp PA, Burge CB: Predictive Identification of Exonic Splicing Enhancers in Human Genes. Science. 2002, 297 (5583): 1007-1013. 10.1126/science.1073774.PubMedView ArticleGoogle Scholar
- Smith A, Sumazin P, Zhang M: Identifying tissue-selective transcription factor binding sites in vertebrate promoters. Proceedings of the National Academy of Sciences. 2005, 102 (5): 1560-1565. 10.1073/pnas.0406123102.View ArticleGoogle Scholar
- Majewski J, Ott J: Distribution and Characterization of Regulatory Elements in the Human Genome. Genome Research. 2002, 12 (12): 1827-1836. 10.1101/gr.606402.PubMed CentralPubMedView ArticleGoogle Scholar
- Inokuchi R, Kuma K, Miyata T, Okada M: Nitrogen-assimilating enzymes in land plants and algae: phylogenic and physiological perspectives. Physiologia Plantarum. 2002, 116: 1-11. 10.1034/j.1399-3054.2002.1160101.x.PubMedView ArticleGoogle Scholar
- Nakano K, Suzuki T, Hayakawa T, Yamaya T: Organ and cellular localization of asparagine synthetase in rice plants. Plant and Cell Physiology. 2000, 41 (7): 874-10.1093/pcp/pcd006.PubMedView ArticleGoogle Scholar
- Theiss C, Bohley P, Voigt J: Regulation by polyamines of ornithine decarboxylase activity and cell division in the unicellular green alga Chlamydomonas reinhardtii. Plant Physiology. 2002, 128 (4): 1470-1479. 10.1104/pp.010896.PubMed CentralPubMedView ArticleGoogle Scholar
- Hanfrey C, Sommer S, Mayer M, Burtin D, Michael A: Arabidopsis polyamine biosynthesis: absence of ornithine decarboxylase and the mechanism of arginine decarboxylase activity. Plant Journal. 2001, 27 (6): 551-10.1046/j.1365-313X.2001.01100.x.PubMedView ArticleGoogle Scholar
- Pyronnet S, Pradayrol L, Sonenberg N: A cell cycle-dependent internal ribosome entry site. Molecular cell. 2000, 5 (4): 607-616. 10.1016/S1097-2765(00)80240-3.PubMedView ArticleGoogle Scholar
- Willmund F, Muhlhaus T, Wojciechowska M, Schroda M: The NH2-terminal domain of the chloroplast GrpE homolog CGE1 is required for dimerization and cochaperone function in vivo. Journal of Biological Chemistry. 2007, 282 (15): 11317-10.1074/jbc.M608854200.PubMedView ArticleGoogle Scholar
- Beligni M, Yamaguchi K, Mayfield S: Chloroplast elongation factor ts pro-protein is an evolutionarily conserved fusion with the s1 domain-containing plastid-specific ribosomal protein-7. The Plant Cell Online. 2004, 16 (12): 3357-3369. 10.1105/tpc.104.026708.View ArticleGoogle Scholar
- Croft M, Moulin M, Webb M, Smith A: Thiamine biosynthesis in algae is regulated by riboswitches. Proceedings of the National Academy of Sciences. 2007, 104 (52): 20770-10.1073/pnas.0705786105.View ArticleGoogle Scholar
- Falciatore A, Merendino L, Barneche F, Ceol M, Meskauskiene R, Apel K, Rochaix J: The FLP proteins act as regulators of chlorophyll synthesis in response to light and plastid signals in Chlamydomonas. Genes & development. 2005, 19: 176-187.View ArticleGoogle Scholar
- Schroda M, Vallon O, Whitelegge J, Beck C, Wollman F: The chloroplastic GrpE homolog of Chlamydomonas: two isoforms generated by differential splicing. The Plant Cell. 2001, 13 (12): 2823-10.2307/3871537.PubMed CentralPubMedView ArticleGoogle Scholar
- Gonzalez-Ballester D, Pollock S, Pootakham W, Grossman A: The central role of a SNRK2 kinase in sulfur deprivation responses. Plant Physiology. 2008, 147: 216-10.1104/pp.108.116137.PubMed CentralPubMedView ArticleGoogle Scholar
- Allmer J, Naumann B, Markert C, Zhang M, Hippler M: Mass spectrometric genomic data mining: Novel insights into bioenergetic pathways in Chlamydomonas reinhardtii. Proteomics. 2006, 6 (23): 6207-10.1002/pmic.200600208.PubMedView ArticleGoogle Scholar
- Iida K, Go M: Survey of Conserved Alternative Splicing Events of mRNAs Encoding SR Proteins in Land Plants. Mol Biol Evol. 2006, 23: 1085-1094. 10.1093/molbev/msj118.PubMedView ArticleGoogle Scholar
- Harris E: The Chlamydomonas Sourcebook, Volume 1: Introduction to Chlamydomonas and Its Laboratory Use. 2008, Academic PressGoogle Scholar
- Korbie D, Mattick J: Touchdown PCR for increased specificity and sensitivity in PCR amplification. Nature Protocols. 2008, 3 (9): 1452-1456. 10.1038/nprot.2008.133.PubMedView ArticleGoogle Scholar
- Wheelan S, Church D, Ostell J: Spidey: a tool for mRNA-to-genomic alignments. Genome Research. 2001, 11 (11): 1952-1957.PubMed CentralPubMedGoogle Scholar
- Crooks G, Hon G, Chandonia J, Brenner S: WebLogo: a sequence logo generator. Genome research. 2004, 14 (6): 1188-1190. 10.1101/gr.849004.PubMed CentralPubMedView ArticleGoogle Scholar
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