Cloning and characterization of two Argonaute genes in wheat (Triticum aestivum L.)
- Fanrong Meng1,
- Haiying Jia†1,
- Na Ling†1,
- Yinlei Xue†1,
- Hao Liu1,
- Ketao Wang1,
- Jun Yin2, 3 and
- Yongchun Li2, 3Email author
© Meng et al.; licensee BioMed Central Ltd. 2013
Received: 16 October 2012
Accepted: 31 January 2013
Published: 4 February 2013
Argonaute proteins are key components of RNA interference (RNAi), playing important roles in RNA-directed gene silencing. Various classes of Argonaute genes have been identified from plants and might be involved in developmental regulation. However, little is known about these genes in wheat (Triticum aestivum).
In this study, two full-length cDNAs of Argonaute were cloned from wheat, designated as TaAGO1b and TaAGO4. The cDNA of TaAGO1b is 3273 bp long and encodes 868 amino acids, with a predicted molecular weight of ~97.78 kDa and pI of 9.29. The 3157-bp TaAGO4 encodes 916 amino acids, with a molecular mass of 102.10 kDa and pI of 9.12. Genomics analysis showed that TaAGO1b and TaAGO4 contain 20 and 18 introns, respectively. Protein structural analysis demonstrated that typical PAZ and PIWI domains were found in both TaAGO1b and TaAGO4. From the highly conserved PIWI domains, we detected conserved Asp-Asp-His (DDH) motifs that function as a catalytic triad and have critical roles during the process of sequence-specific cleavage in the RNAi machinery. Structural modelling indicated that both TaAGOs can fold to a specific α/β structure. Moreover, the three aligned DDH residues are spatially close to each other at the “slicer” site of the PIWI domain. Expression analysis indicated that both genes are ubiquitously expressed in vegetative and reproductive organs, including the root, stem, leaf, anther, ovule, and seed. However, they are differentially expressed in germinating endosperm tissues. We were interested to learn that the two TaAGOs are also differentially expressed in developing wheat plants and that their expression patterns are variously affected by vernalization treatment. Further investigation revealed that they can be induced by cold accumulation during vernalization.
Two putative wheat Argonaute genes, TaAGO1b and TaAGO4, were cloned. Phylogenetic analysis, prediction of conserved domains and catalytic motifs, and modelling of their protein structures suggested that they encode functional Argonaute proteins. Temporal and spatial expression analyses indicated that these genes are potentially involved in developmental regulation of wheat plants.
KeywordsArgonaute Cloning Development Gene expression Wheat (Triticum aestivum L.)
The RNA interference pathways are well-known for their critical roles in post-transcriptional gene silencing, and in triggering chromatin modifications . Genetic, biochemical, and structural studies have implicated Argonaute (AGO) proteins as the catalytic core of the RNAi effector complex RISC; the first AGO gene was identified in Arabidopsis thaliana [2, 3]. Plant AGO proteins are highly conserved basic proteins (approximately 100 kDa) with typical structural domains or amino acid motifs. These include a C-terminal PIWI (P-element induced wimpy testis) domain with an RNase-H-like fold, a central PAZ (Piwi Argonaute and Zwille) domain that binds small RNAs through the 3' end of the target RNA, and a MID domain, located between the PAZ and the PIWI domains, which anchors the 5' phosphate end of small RNAs onto Argonaute proteins [4, 5]. Based on both their phylogenetic relationships and their capacity to bind to small RNAs, one can sort these proteins into three groups: I, which is the AGO-like subfamily (similar to AGO1 of Arabidopsis thaliana) that bind to microRNAs (miRNAs) and small interfering RNAs (siRNAs); II, the PIWI-like subfamily (closely related to the PIWI protein of Drosophila melanogaster), members of which bind to PIWI-interacting RNAs (piRNAs); and III, the WAGO subfamily (Worm-specific Argonautes) that bind to secondary siRNAs [5–7].
AGO-small-RNA complexes can repress the transcription of genes, target mRNAs for site-specific cleavage or general degradation, or block mRNA translation into protein. Some evidence suggests that Argonaute proteins play crucial roles in RNA-directed gene silencing, as well as being involved in the developmental regulation of plants [8–10]. Through genomic annotation, 10 and 18 AGO genes have been identified from Arabidopsis thaliana and rice (Oryza sativa), respectively [4, 11]. Although some of these AGO members have been characterized, most remain unexplored in plants.
Wheat (Triticum aestivum) is a globally important crop, accounting for 20% of the calories consumed by humans . Research that focuses on mechanisms for developmental regulation at the molecular level is very important for accelerating the progress of wheat improvement. AGO proteins, acting as key components in RNA-directed gene-silencing mechanisms, play significant roles in developmental regulation [9, 10]. However, little is known about such genes in wheat. Here, we cloned and characterized two wheat AGO genes and analyzed their temporal and spatial expression patterns. We also investigated their potential involvement in development-specific gene regulation.
Cloning of TaAGOswith full-length cDNA
We performed a TBLASTX analysis in the NCBI EST (expressed sequence tag) database (http://www.ncbi.nlm.nih.gov/dbEST/) with two Arabidopsis Argonaute genes, AGO1 [GenBank: NM_179453] and AGO4 [GenBank: NM_128262]. Two groups of wheat ESTs proved to be highly homologous to Arabidopsis AGO1 and AGO4. Based on the conserved regions of their EST sequences, we designed specific primers (Additional file 1) for cloning the wheat Argonaute genes.
Using primers TaAGO4-1F and -1R, we cloned a 498-bp wheat cDNA fragment via RT-PCR amplification. Sequencing results showed that this cDNA is very similar to Arabidopsis AGO4. Based on the cloned sequence, we obtained its full-length cDNA by 5'- and 3'-RACE. Sequence analysis indicated that the cDNA from our wheat AGO4 is 3157 bp long and encodes a putative protein of 916 amino acid residues. BLASTX analysis in NCBI revealed that it is highly homologous to Arabidopsis AGO4 [GenBank: AEC07929.1]. Thus, we designated it as TaAGO4 [GenBank: JQ805150].
Characteristics of TaAGOs
The sequence analysis at ExPaSy (http://www.expasy.org) [13, 14] indicated that TaAGO1b includes 868 amino acids, with a predicted molecular weight of ~97.78 kDa and theoretical pI of 9.29. TaAGO4 is 916 amino acids long and has a theoretical pI of 9.12 and a molecular mass of about 102.10 kDa.
Genomic sequence analysis of TaAGO1b and TaAGO4
Spatial expression patterns of TaAGOs
Changes in TaAGOexpression in response to vernalization
For further examination of the effects of vernalization treatment, we monitored the expression of TaAGOs during cold accumulation. Both were induced in the shoot tissues, with expression of TaAGO4 being greatly up-regulated at 18 to 30 d after cold treatment began but induction of TaAGO1b being relatively lower (Figure 8-C). However, no obvious induction of TaAGOs was detected in root tissues during the cold accumulation (Figure 8-D). These results indicated that both genes have important roles within the vernalization response, but their functioning might involve different regulatory mechanisms.
In silicomapping of TaAGOs
From a set of wheat aneuploids and deletion stocks, over 16000 ESTs have been mapped in the wheat chromosome / chromosome bins . Those results are very useful for in silico mapping analysis. Through BLASTN searches, we identified mapped ESTs that are homologous to wheat AGO genes (Additional file 2). Based on sequence similarities and positions, we were able to map TAGO1 to the long arm of 7D and TaAGO4 to the short arm of 3A, 3B, and 3D on the wheat chromosomes.
Regulation of gene expression at the post-transcriptional level plays a critical role in plant development. RNAi pathways are involved in post-transcriptional gene silencing and chromatin modifications. Argonaute proteins comprise a highly conserved family whose members have been implicated in RNAi- and related pathways in plants . We isolated two wheat AGO genes with full-length cDNA, TaAGO1b and TaAGO4. Both TaAGOs are basic proteins (pI ~ 9.0) with predicted molecular weights of ~100 kDa that are similar to other AGO members in eukaryotes [6, 19]. Argonautes are characterized by two highly conserved domains, PAZ and PIWI, that have important roles during the processes of RNAi-mediated gene regulation . The PAZ domain is a key region that interacts with the 3' end of small RNAs and determines the RNA-binding specificity of Argonautes. The PIWI domain binds to the 5' end and also interacts with the target RNA . Among rice AGOs, homology of PAZ domains is relatively lower (~21%), whereas the PIWI domains are highly conserved and show homologies of >90% . We also found that the PIWI domain of AGOs is highly conserved among Arabidopsis, rice, and wheat. That domain exhibits extensive homology to RNase H; some Argonaute proteins cleave the target RNAs that have sequences complementary to the small RNAs . During this process of sequence-specific cleavage, three conserved metal-chelating residues in the PIWI domain play critical roles and function as a catalytic triad [16, 20]. In addition, PIWI proteins with degenerate active catalytic motifs of ‘D-D-H/D/E/K’ show deduced slicer or slicer-like activity . We detected this conserved DDH triad in both TaAGO1b and TaAGO4. Structural modelling indicated that the DDH residues were spatially close to each other and located at the “slicer” site of the PIWI domains. These features demonstrate the regulatory functioning of TaAGOs within the RNAi machinery.
In plants, RNAi-dependent pathways have been widely implicated in the control of gene expression and involvement in various developmental events [21, 22]. Components of the RNAi machinery participate in the maintenance of undifferentiated cells in the shoot apical meristem (SAM), initiation of lateral organ primordia from SAM and floral meristems, and the formation of male and female germ cells [11, 23, 24]. In Arabidopsis, AGO1 and AGO10 regulate the termination of floral stem cells through two microRNAs, miR172 and miR165/166 . In rice, microarray-based expression profiling has shown that the counterparts of Arabidopsis AGO1 and AGO4 are significantly up-regulated at the onset of floral development . In our study, TaAGO1b and TaAGO4 were ubiquitously expressed in both vegetative and reproductive organs, but differentially expressed in germinating endosperm tissues. Expression of TaAGO4 was immediately and greatly decreased in those endosperm tissues after seed imbibition, suggesting that TaAGO4 is involved in the RNA-directed silencing of certain target genes in the endosperm (such as those that encode amylases). Moreover, this down-regulation of TaAGO4 was consistent with the up-regulation of enzymes during germination, which are necessary for breaking down endosperm starch into sugars to nourish the growing seedlings.
We were also interested to find that TaAGO4 was significantly up-regulated in leaves at the 2- and 3-leaf stages, and that this expression pattern was also significantly affected by vernalization treatment. However, neither TaAGO1b nor TaAGO4 was induced by treatment at 4°C for 15 d. Nevertheless, after 21 d of cold accumulation, both were significantly up-regulated. This suggested that TaAGO1b and TaAGO4 are involved in the RNA-directed silencing of certain flowering repressors in shoots during wheat vernalization. In root tissues, no obvious induction of TaAGOs was detected under cold stress, a finding consistent with previous reports that TaAGO1 (a homolog of TaAGO1b) is not responsive to low-temperature stress, but is significantly regulated by dehydration . Thus, our results indicate potential involvement by TaAGO1b and TaAGO4 in development-specific gene regulatory mechanisms. This provides insight into probable functions for TaAGOs and serves as a new starting point for further investigations aimed at understanding RNAi-dependent gene regulation during seed germination and vernalization in wheat.
Argonaute proteins are key components of RNA-directed gene silencing, playing important roles in the regulation of plant development. We cloned and characterized two Argonaute genes from wheat, TaAGO1b and TaAGO4. Our results suggested they encode functional AGO proteins. Interestingly, these two genes manifested different patterns of expression during seed germination and plant growth, as well as in response to vernalization treatment. This demonstrates that TaAGO1b and TaAGO4 are probably involved in the developmental regulation of wheat plants.
Plant sample preparation
The roots, stems, leaves, anthers, ovules, and mature seeds were sampled from a winter wheat cultivar, ‘Jing 841’. Developing seeds were collected at 5, 10, 15, 20, and 30 DAP from field-grown plants. For germination treatment, mature seeds were surface-sterilized in 5% sodium hypochloride for 15 min and washed four times (2 min each) with sterilized water. They then imbibed water from moist filter paper in Petri dishes in a temperature-controlled cultivation chamber (16-h photoperiod at 25°C). Embryo and endosperm tissues were isolated at 6, 12, 24, 48, and 72 h after imbibition.
To monitor the expression of wheat AGOs over time, we placed seeds in pots and cultured them in a temperature-controlled chamber at 25°C and under a 16-h photoperiod. Leaves were harvested at the 1- to 8-leaf stages.
For studying the effects of vernalization treatment on AGO expression, seeds imbibed water for 24 h and were then transferred for 30 d to a cold chamber (4°C in the dark). After vernalization, they were planted in pots and cultured in a temperature-controlled chamber at 25°C and under a 16-h photoperiod. Leaves were harvested at the 1- to 8-leaf stages. To examine the expression patterns of AGOs during this vernalization treatment, we sampled shoot and root tissues on Days 0, 9, 12, 15, 18, 21, 24, 27, and 30. All materials were prepared from three replicates of each independent treatment.
Preparation of total RNA and genomic DNA
Total RNA was extracted as previously described , and the integrity of those samples was assessed by agarose gel (0.8%) electrophoresis. The concentration and purity of RNA were determined from the A260/A280 ratio, using a UC800 nucleic acid-protein analyzer (Beckman Co., USA). Genomic DNA was extracted from the wheat leaves according to the CTAB (hexadecyltrimethylammonium bromide) method .
Cloning of cDNAs
Two Arabidopsis Argonaute genes, AGO1 [GenBank: NM_179453] and AGO4 [GenBank: NM_128262], were used in our TBLASTX search against the EST database. From this, we identified two groups of wheat EST sequences -- GenBank CF133307, CA741561, CK155094, CJ900837, CA726349, and BE586111; and GenBank BT009411, BQ841772, HX190168, CB307539, BJ244578, and CJ679989, which are highly homologous to AGO1 and AGO4, respectively. Based on the conserved regions in each of the wheat groups, we designed primer pairs TaAGO1-1F/1R and TaAGO4-1F/1R (Additional file 1) for use in cDNA cloning of the wheat genes. RT-PCR was conducted with 2 μl of cDNA as template plus 125 pmol of each primer in a 20-μl reaction system that contained 0.2 mM of each dNTP, 1.5 mM MgCl2, and 1 U of Taq polymerase. The PCR program was as follows: 5 min at 94°C; then 40 cycles of 1 min at 95°C, 1 min at 53°C, and 1 min at 72°C; plus a final extension of 10 min at 72°C. After the products were separated by 1% agarose gel electrophoresis, their bands were recovered and sub-cloned into the pBS-T vector (TakaRa, China) for sequencing. The RACE technique was performed with a TaKaRa kit (5′-Full RACE Kit and 3′-Full RACE Core Set Ver. 2.0) according to the manufacturer’s instructions. Specific primers are listed in Additional file 1. The gene-specific primer GP1 was combined with the outer primer of 3′-RACE, while GP3 was combined with that of 5′-RACE. Specific primers GP2 and GP4 were combined with 3′- and 5′- RACE inner primers, respectively.
Confirmation of full-length cDNAs
To verify the assembled sequences, we designed gene-specific primers and sequenced the RT-PCR products. Primers TaAGO1-O1 and TaAGO1-O2 were used to clone TaAGO1b, while TaAGO4-O1 and TaAGO4-O2 were used for TaAGO4 amplification (Additional file 1).
Genomic characterization of TaAGOs
We used specific primers in genomic DNA amplification to analyze the genomic sequence of TaAGO1b. Primers TaAGO1-1F/R and TaAGO1-2F/R were applied in cloning the 3´-region whereas the 5´-region was amplified with a genome-walking kit (Takara, Japan). Those genome-walking primers (TaAGO1-G1 through TaAGO1-G9) are listed in Additional file 1 and their locations are shown in Figure 1. Six pairs of gene-specific primers (AGO4-1F/R through AGO4-6F/R) were used for genomic DNA amplification of TaAGO4.
Gene sequence analysis and in silicomapping
A BLAST search was performed at NCBI. The amino acid sequence was deduced and its structure predicted at ExPaSy [13, 14]. ClustalW (http://www.ebi.ac.uk/clustalw/) was used for alignment and phylogenetic analysis. A structural model of the PIWI domain was constructed with the HHpred server, using Modeller 8.0 . The selected template structure (i.e., the best hit from HHpred) was that of the P. furiosus Argonaute protein (PfAGO; UniProt code: Q8U3D2, PDB id 1U04) . The model of the PIWI domain included Residues 825 to 1070. In silico mapping on the Chinese Spring deletion map was conducted at Graingenes (http://wheat.pw.usda.gov/GG2/blast.shtml).
Gene expression analysis
Gene-specific primer pairs AGO1-F/R and AGO4-1F/R were used for RT-PCR analysis, and the actin gene [GenBank: AB181991] served as the endogenous control. Primers included TaAc-F: GTTCCAATCTATGAGGGATACACGC and TaAc-R: GAACCTCCACTGAGAACAACATTACC. RT-PCR was carried out with 2 μl of cDNA as template and 125 pmol of each primer in a 20-μl reaction system that contained 0.2 mM of each dNTP, 1.5 mM MgCl2, and 1 U of Taq polymerase. The PCR program was as follows: 5 min at 94°C; then 28 cycles of 1 min at 95°C, 1 min at 53°C, and 1 min at 72°C; plus a final extension of 10 min at 72°C. The products were separated by 1% agarose gel electrophoresis. Real-time quantitative RT-PCR was performed as previously described , with the ubiquitin gene (GenBank Accession No: AY297059) used as the endogenous control. Primers included UF: ATCCAGGACAAGGAGGGCA and UR: CGGAGACGGAGCACCAAG. All other primers are listed in Additional file 1.
Days after pollination
Expressed sequence tag
Piwi Argonaute and Zwille
P-element induced wimpy testis
Rapid Amplification of cDNA Ends
Reverse transcription-polymerase chain reaction
This work was financially supported by the National Natural Science Foundation of China (31071410 and 30971771).
- Rivas FV, Tolia NH, Song JJ, Aragon JP, Liu J, Hannon GJ, Joshua-Tor L: Purified Argonaute2 and an siRNA form recombinant human RISC. Nat Struct Mol Biol. 2005, 12 (4): 340-349. 10.1038/nsmb918.PubMedView ArticleGoogle Scholar
- Baulcombe D: RNA silencing in plants. Nature. 2004, 431 (7006): 356-363. 10.1038/nature02874.PubMedView ArticleGoogle Scholar
- Bohmert K, Camus I, Bellini C, Bouchez D, Caboche M, Benning C: AGO1 defines a novel locus of Arabidopsis controlling leaf development. EMBO J. 1998, 17 (1): 170-180. 10.1093/emboj/17.1.170.PubMedPubMed CentralView ArticleGoogle Scholar
- Vaucheret H: Plant ARGONAUTES. Trends Plant Sci. 2008, 13 (7): 350-358. 10.1016/j.tplants.2008.04.007.PubMedView ArticleGoogle Scholar
- Hutvagner G, Simard MJ: Argonaute proteins: key players in RNA silencing. Nat Rev Mol Cell Biol. 2008, 9 (1): 22-32. 10.1038/nrm2321.PubMedView ArticleGoogle Scholar
- Tolia NH, Joshua-Tor L: Slicer and the argonautes. Nat Chem Biol. 2007, 3 (1): 36-43. 10.1038/nchembio848.PubMedView ArticleGoogle Scholar
- Yigit E, Batista PJ, Bei Y, Pang KM, Chen CC, Tolia NH, Joshua-Tor L, Mitani S, Simard MJ, Mello CC: Analysis of the C. elegans Argonaute family reveals that distinct Argonautes act sequentially during RNAi. Cell. 2006, 127 (4): 747-757. 10.1016/j.cell.2006.09.033.PubMedView ArticleGoogle Scholar
- Cenik ES, Zamore PD: Argonaute proteins. Curr Biol. 2011, 21 (12): R446-449. 10.1016/j.cub.2011.05.020.PubMedView ArticleGoogle Scholar
- Carbonell A, Fahlgren N, Garcia-Ruiz H, Gilbert KB, Montgomery TA, Nguyen T, Cuperus JT, Carrington JC: Functional analysis of three Arabidopsis Argonautes using slicer-defective mutants. Plant Cell. 2012, 24 (9): 3613-3629. 10.1105/tpc.112.099945.PubMedPubMed CentralView ArticleGoogle Scholar
- Ji L, Liu X, Yan J, Wang W, Yumul RE, Kim YJ, Dinh TT, Liu J, Cui X, Zheng B, et al: ARGONAUTE10 and ARGONAUTE1 regulate the termination of floral stem cells through two microRNAs in Arabidopsis. PLoS Genet. 2011, 7 (3): e1001358-10.1371/journal.pgen.1001358.PubMedPubMed CentralView ArticleGoogle Scholar
- Nonomura K, Morohoshi A, Nakano M, Eiguchi M, Miyao A, Hirochika H, Kurata N: A germ cell specific gene of the ARGONAUTE family is essential for the progression of premeiotic mitosis and meiosis during sporogenesis in rice. Plant Cell. 2007, 19 (8): 2583-2594. 10.1105/tpc.107.053199.PubMedPubMed CentralView ArticleGoogle Scholar
- Brenchley R, Spannagl M, Pfeifer M, Barker GLA, D'Amore R, Allen AM, McKenzie N, Kramer M, Kerhornou A, Bolser D, et al: Analysis of the bread wheat genome using whole-genome shotgun sequencing. Nature. 2012, 491 (7426): 705-710. 10.1038/nature11650.PubMedPubMed CentralView ArticleGoogle Scholar
- Arnold K, Bordoli L, Kopp J, Schwede T: The SWISS-MODEL workspace: a web-based environment for protein structure homology modelling. Bioinformatics. 2006, 22 (2): 195-201. 10.1093/bioinformatics/bti770.PubMedView ArticleGoogle Scholar
- Bordoli L, Kiefer F, Arnold K, Benkert P, Battey J, Schwede T: Protein structure homology modeling using SWISS-MODEL workspace. Nat Protoc. 2009, 4 (1): 1-13.PubMedView ArticleGoogle Scholar
- Carmell MA, Xuan Z, Zhang MQ, Hannon GJ: The Argonaute family: tentacles that reach into RNAi, developmental control, stem cell maintenance, and tumorigenesis. Genes Dev. 2002, 16 (21): 2733-2742. 10.1101/gad.1026102.PubMedView ArticleGoogle Scholar
- Kapoor M, Arora R, Lama T, Nijhawan A, Khurana JP, Tyagi AK, Kapoor S: Genome-wide identification, organization and phylogenetic analysis of Dicer-like, Argonaute and RNA-dependent RNA Polymerase gene families and their expression analysis during reproductive development and stress in rice. BMC Genomics. 2008, 9: 451-10.1186/1471-2164-9-451.PubMedPubMed CentralView ArticleGoogle Scholar
- Baumberger N, Baulcombe DC: Arabidopsis ARGONAUTE1 is an RNA Slicer that selectively recruits microRNAs and short interfering RNAs. Proc Natl Acad Sci USA. 2005, 102 (33): 11928-11933. 10.1073/pnas.0505461102.PubMedPubMed CentralView ArticleGoogle Scholar
- Lazo GR, Chao S, Hummel DD, Edwards H, Crossman CC, Lui N, Matthews DE, Carollo VL, Hane DL, You FM, et al: Development of an expressed sequence tag (EST) resource for wheat (Triticum aestivum L.): EST generation, unigene analysis, probe selection and bioinformatics for a 16,000-locus bin-delineated map. Genetics. 2004, 168 (2): 585–-593.PubMedPubMed CentralView ArticleGoogle Scholar
- Song JJ, Smith SK, Hannon GJ, Joshua-Tor L: Crystal structure of Argonaute and its implications for RISC slicer activity. Science. 2004, 305 (5689): 1434-1437. 10.1126/science.1102514.PubMedView ArticleGoogle Scholar
- Parker JS, Roe SM, Barford D: Structural insights into mRNA recognition from a PIWI domain-siRNA guide complex. Nature. 2005, 434 (7033): 663-666. 10.1038/nature03462.PubMedPubMed CentralView ArticleGoogle Scholar
- Chen X: A microRNA as a translational repressor of APETALA2 in Arabidopsis flower development. Science. 2004, 303 (5666): 2022-2025. 10.1126/science.1088060.PubMedView ArticleGoogle Scholar
- Hamilton AJ, Baulcombe DC: A species of small antisense RNA in posttranscriptional gene silencing in plants. Science. 1999, 286 (5441): 950-952. 10.1126/science.286.5441.950.PubMedView ArticleGoogle Scholar
- Nagasaki H, Itoh J, Hayashi K, Hibara K, Satoh-Nagasawa N, Nosaka M, Mukouhata M, Ashikari M, Kitano H, Matsuoka M,. et al: The small interfering RNA production pathway is required for shoot meristem initiation in rice. Proc Natl Acad Sci USA. 2007, 104 (37): 14867-14871. 10.1073/pnas.0704339104.PubMedPubMed CentralView ArticleGoogle Scholar
- Liu B, Li P, Li X, Liu C, Cao S, Chu C, Cao X: Loss of function of OsDCL1 affects microRNA accumulation and causes developmental defects in rice. Plant Physiol. 2005, 139 (1): 296-305. 10.1104/pp.105.063420.PubMedPubMed CentralView ArticleGoogle Scholar
- Liu T, Li J, Gu J, Lu W, Guo C, Li R, Xiao K: Cloning and molecular characterization of TaAGO1, a member of argonaute gene family in wheat (Triticum aestivum L.). Afric J Biotechnol. 2011, 10 (62): 13407-13417.Google Scholar
- Li Y, Meng F, Yin J, Liu H, Si Z, Ni Z, Sun Q, Ren J, Niu H: Isolation and comparative expression analysis of six MBD genes in wheat. Biochim Biophys Acta. 2008, 1779 (2): 90-98. 10.1016/j.bbagrm.2007.09.004.PubMedView ArticleGoogle Scholar
- Saghai-Maroof MA, Soliman KM, Jorgensen RA, Allard RW: Ribosomal DNA spacer-length polymorphisms in barley: mendelian inheritance, chromosomal location, and population dynamics. Proc Natl Acad Sci USA. 1984, 81 (24): 8014-8018. 10.1073/pnas.81.24.8014.PubMedPubMed CentralView ArticleGoogle Scholar
- Eswar N, Webb B, Marti-Renom MA, Madhusudhan MS, Eramian D, Shen MY, Pieper U, Sali A, Eswar N, Webb B, Marti-Renom MA, Madhusudhan MS, Eramian D, Shen MY, Pieper U, Sali A: Comparative protein structure modeling using MODELLER. Curr Protoc Protein Sci. 2007, 2: 2-9.Google Scholar