31 results on '"Nobuta, K."'
Search Results
2. The GH3 Acyl Adenylase Family Member PBS3 Regulates Salicylic Acid-Dependent Defense Responses in Arabidopsis
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Nobuta, K., Okrent, R. A., Stoutemyer, M., Rodibaugh, N., Kempema, L., Wildermuth, M. C., and Innes, R. W.
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- 2007
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3. Retrieval algorithm for CO2 and CH4 column abundances from short-wavelength infrared spectral observations by the Greenhouse gases observing satellite.
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Yoshida, Y., Ota, Y., Eguchi, N., Kikuchi, N., Nobuta, K., Tran, H., Morino, I., and Yokota, T.
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FOURIER transform infrared spectroscopy ,ALGORITHMS ,GASES ,CARBON dioxide ,METHANE - Abstract
The article presents a study which describes the retrieval algorithm for column abundances of gases from the infrared spectra by thermal and near infrared sensor for carbon observation-Fourier Transform Spectrometer (TANSOFTS). The study states steps of the algorithm which are cloud-free observational scenes, column abundances of carbon dioxide and methane, and the retrieval quality. The study notes that the precision of the retrieved column abundances for single observations is less than 1%.
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- 2011
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4. Retrieval algorithm for CO2 and CH4 column abundances from short-wavelength infrared spectral observations by the Greenhouse Gases Observing Satellite.
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Yoshida, Y., Ota, Y., Eguchi, N., Kikuchi, N., Nobuta, K., Tran, H., Morino, I., and Yokota, T.
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ALGORITHMS ,FOURIER transform infrared spectroscopy ,METHANE ,CARBON dioxide ,FOURIER transform spectroscopy - Abstract
The article presents a study on a retrieval algorithm for methane and carbon dioxide from the thermal and near infrared sensor for carbon observation-Fourier transform spectrometer. The study mentions steps in the algorithm which include the selection of cloud-free observational scenes, retrieval of column abundances of carbon dioxide and methane, and examination of the retrieval quality. It is inferred that interhemispherical differences go well with the column abundances of these gases.
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- 2010
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5. DNA homology of α-globin gene among five races of carp, Cyprinus carpio.
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Aoki, T., Nobuta, K., Nishikawa, Y., and Shimma, H.
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- 1988
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6. BLACK HOLE MASS AND EDDINGTON RATIO DISTRIBUTION FUNCTIONS OF X-RAY-SELECTED BROAD-LINE AGNs AT z ∼ 1.4 IN THE SUBARU XMM-NEWTON DEEP FIELD.
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Nobuta, K., Akiyama, M., Ueda, Y., Watson, M. G., Silverman, J., Hiroi, K., Ohta, K., Iwamuro, F., Yabe, K., Tamura, N., Moritani, Y., Sumiyoshi, M., Takato, N., Kimura, M., Maihara, T., Dalton, G., Lewis, I., Bonfield, D., Lee, H., and Curtis-Lake, E.
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BLACK holes , *EDDINGTON mass limit , *GALACTIC nuclei , *X-ray astronomy , *LUMINOSITY - Abstract
In order to investigate the growth of supermassive black holes (SMBHs), we construct the black hole mass function (BHMF) and Eddington ratio distribution function (ERDF) of X-ray-selected broad-line active galactic nuclei (AGNs) at z ∼ 1.4 in the Subaru XMM-Newton Deep Survey (SXDS) field. A significant part of the accretion growth of SMBHs is thought to take place in this redshift range. Black hole masses of X-ray-selected broad-line AGNs are estimated using the width of the broad Mg II line and 3000 Å monochromatic luminosity. We supplement the Mg II FWHM values with the Hα FWHM obtained from our NIR spectroscopic survey. Using the black hole masses of broad-line AGNs at redshifts between 1.18 and 1.68, the binned broad-line AGN BHMFs and ERDFs are calculated using the Vmax method. To properly account for selection effects that impact the binned estimates, we derive the corrected broad-line AGN BHMFs and ERDFs by applying the maximum likelihood method, assuming that the ERDF is constant regardless of the black hole mass. We do not correct for the non-negligible uncertainties in virial BH mass estimates. If we compare the corrected broad-line AGN BHMF with that in the local universe, then the corrected BHMF at z = 1.4 has a higher number density above 108M☼ but a lower number density below that mass range. The evolution may be indicative of a downsizing trend of accretion activity among the SMBH population. The evolution of broad-line AGN ERDFs from z = 1.4 to 0 indicates that the fraction of broad-line AGNs with accretion rates close to the Eddington limit is higher at higher redshifts. [ABSTRACT FROM AUTHOR]
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- 2012
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7. Identification of candidate genes associated with positive and negative heterosis in rice.
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Venu RC, Ma J, Jia Y, Liu G, Jia MH, Nobuta K, Sreerekha MV, Moldenhauer K, McClung AM, Meyers BC, and Wang GL
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- Plant Proteins genetics, Chimera genetics, Edible Grain genetics, Genes, Plant physiology, Hybrid Vigor physiology, Oryza genetics, Quantitative Trait, Heritable
- Abstract
To identify the genes responsible for yield related traits, and heterosis, massively parallel signature sequencing (MPSS) libraries were constructed from leaves, roots and meristem tissues from the two parents, 'Nipponbare' and '93-11', and their F1 hybrid. From the MPSS libraries, 1-3 million signatures were obtained. Using cluster analysis, commonly and specifically expressed genes in the parents and their F1 hybrid were identified. To understand heterosis in the F1 hybrid, the differentially expressed genes in the F1 hybrid were mapped to yield related quantitative trait loci (QTL) regions using a linkage map constructed from 131 polymorphic simple sequence repeat markers with 266 recombinant inbred lines derived from a cross between Nipponbare and 93-11. QTLs were identified for yield related traits including days to heading, plant height, plant type, number of tillers, main panicle length, number of primary branches per main panicle, number of kernels per main panicle, total kernel weight per main panicle, 1000 grain weight and total grain yield per plant. Seventy one QTLs for these traits were mapped, of which 3 QTLs were novel. Many highly expressed chromatin-related genes in the F1 hybrid encoding histone demethylases, histone deacetylases, argonaute-like proteins and polycomb proteins were located in these yield QTL regions. A total of 336 highly expressed transcription factor (TF) genes belonging to 50 TF families were identified in the yield QTL intervals. These findings provide the starting genomic materials to elucidate the molecular basis of yield related traits and heterosis in rice.
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- 2014
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8. A genome-wide survey of highly expressed non-coding RNAs and biological validation of selected candidates in Agrobacterium tumefaciens.
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Lee K, Huang X, Yang C, Lee D, Ho V, Nobuta K, Fan JB, and Wang K
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- Bacterial Proteins genetics, Genes, Bacterial, Operon, Agrobacterium tumefaciens genetics, Gene Expression Regulation, Bacterial, RNA, Bacterial genetics, RNA, Untranslated genetics
- Abstract
Agrobacterium tumefaciens is a plant pathogen that has the natural ability of delivering and integrating a piece of its own DNA into plant genome. Although bacterial non-coding RNAs (ncRNAs) have been shown to regulate various biological processes including virulence, we have limited knowledge of how Agrobacterium ncRNAs regulate this unique inter-Kingdom gene transfer. Using whole transcriptome sequencing and an ncRNA search algorithm developed for this work, we identified 475 highly expressed candidate ncRNAs from A. tumefaciens C58, including 101 trans-encoded small RNAs (sRNAs), 354 antisense RNAs (asRNAs), 20 5' untranslated region (UTR) leaders including a RNA thermosensor and 6 riboswitches. Moreover, transcription start site (TSS) mapping analysis revealed that about 51% of the mapped mRNAs have 5' UTRs longer than 60 nt, suggesting that numerous cis-acting regulatory elements might be encoded in the A. tumefaciens genome. Eighteen asRNAs were found on the complementary strands of virA, virB, virC, virD, and virE operons. Fifteen ncRNAs were induced and 7 were suppressed by the Agrobacterium virulence (vir) gene inducer acetosyringone (AS), a phenolic compound secreted by the plants. Interestingly, fourteen of the AS-induced ncRNAs have putative vir box sequences in the upstream regions. We experimentally validated expression of 36 ncRNAs using Northern blot and Rapid Amplification of cDNA Ends analyses. We show functional relevance of two 5' UTR elements: a RNA thermonsensor (C1_109596F) that may regulate translation of the major cold shock protein cspA, and a thi-box riboswitch (C1_2541934R) that may transcriptionally regulate a thiamine biosynthesis operon, thiCOGG. Further studies on ncRNAs functions in this bacterium may provide insights and strategies that can be used to better manage pathogenic bacteria for plants and to improve Agrobacterum-mediated plant transformation.
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- 2013
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9. Transcriptional analysis of the Arabidopsis ovule by massively parallel signature sequencing.
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Sánchez-León N, Arteaga-Vázquez M, Alvarez-Mejía C, Mendiola-Soto J, Durán-Figueroa N, Rodríguez-Leal D, Rodríguez-Arévalo I, García-Campayo V, García-Aguilar M, Olmedo-Monfil V, Arteaga-Sánchez M, de la Vega OM, Nobuta K, Vemaraju K, Meyers BC, and Vielle-Calzada JP
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- Arabidopsis growth & development, Arabidopsis metabolism, Arabidopsis Proteins metabolism, Gene Expression Regulation, Developmental, Gene Expression Regulation, Plant, High-Throughput Nucleotide Sequencing, Ovule growth & development, Ovule metabolism, Arabidopsis genetics, Arabidopsis Proteins genetics, Gene Expression Profiling, Ovule genetics
- Abstract
The life cycle of flowering plants alternates between a predominant sporophytic (diploid) and an ephemeral gametophytic (haploid) generation that only occurs in reproductive organs. In Arabidopsis thaliana, the female gametophyte is deeply embedded within the ovule, complicating the study of the genetic and molecular interactions involved in the sporophytic to gametophytic transition. Massively parallel signature sequencing (MPSS) was used to conduct a quantitative large-scale transcriptional analysis of the fully differentiated Arabidopsis ovule prior to fertilization. The expression of 9775 genes was quantified in wild-type ovules, additionally detecting >2200 new transcripts mapping to antisense or intergenic regions. A quantitative comparison of global expression in wild-type and sporocyteless (spl) individuals resulted in 1301 genes showing 25-fold reduced or null activity in ovules lacking a female gametophyte, including those encoding 92 signalling proteins, 75 transcription factors, and 72 RNA-binding proteins not reported in previous studies based on microarray profiling. A combination of independent genetic and molecular strategies confirmed the differential expression of 28 of them, showing that they are either preferentially active in the female gametophyte, or dependent on the presence of a female gametophyte to be expressed in sporophytic cells of the ovule. Among 18 genes encoding pentatricopeptide-repeat proteins (PPRs) that show transcriptional activity in wild-type but not spl ovules, CIHUATEOTL (At4g38150) is specifically expressed in the female gametophyte and necessary for female gametogenesis. These results expand the nature of the transcriptional universe present in the ovule of Arabidopsis, and offer a large-scale quantitative reference of global expression for future genomic and developmental studies.
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- 2012
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10. Transcriptome dynamics through alternative polyadenylation in developmental and environmental responses in plants revealed by deep sequencing.
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Shen Y, Venu RC, Nobuta K, Wu X, Notibala V, Demirci C, Meyers BC, Wang GL, Ji G, and Li QQ
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- Arabidopsis genetics, Gene Expression Profiling, Gene-Environment Interaction, Genes, Plant, High-Throughput Nucleotide Sequencing, Organ Specificity genetics, Oryza genetics, RNA, Messenger genetics, RNA, Messenger metabolism, Sequence Analysis, RNA, Environment, Plants genetics, Polyadenylation genetics, Transcriptome genetics
- Abstract
Polyadenylation sites mark the ends of mRNA transcripts. Alternative polyadenylation (APA) may alter sequence elements and/or the coding capacity of transcripts, a mechanism that has been demonstrated to regulate gene expression and transcriptome diversity. To study the role of APA in transcriptome dynamics, we analyzed a large-scale data set of RNA "tags" that signify poly(A) sites and expression levels of mRNA. These tags were derived from a wide range of tissues and developmental stages that were mutated or exposed to environmental treatments, and generated using digital gene expression (DGE)-based protocols of the massively parallel signature sequencing (MPSS-DGE) and the Illumina sequencing-by-synthesis (SBS-DGE) sequencing platforms. The data offer a global view of APA and how it contributes to transcriptome dynamics. Upon analysis of these data, we found that ∼60% of Arabidopsis genes have multiple poly(A) sites. Likewise, ∼47% and 82% of rice genes use APA, supported by MPSS-DGE and SBS-DGE tags, respectively. In both species, ∼49%-66% of APA events were mapped upstream of annotated stop codons. Interestingly, 10% of the transcriptomes are made up of APA transcripts that are differentially distributed among developmental stages and in tissues responding to environmental stresses, providing an additional level of transcriptome dynamics. Examples of pollen-specific APA switching and salicylic acid treatment-specific APA clearly demonstrated such dynamics. The significance of these APAs is more evident in the 3034 genes that have conserved APA events between rice and Arabidopsis.
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- 2011
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11. Deep sequencing reveals the complex and coordinated transcriptional regulation of genes related to grain quality in rice cultivars.
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Venu R, Sreerekha M, Nobuta K, Beló A, Ning Y, An G, Meyers BC, and Wang GL
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- Eating, Gene Expression Profiling, High-Throughput Nucleotide Sequencing, Nutritive Value, Oryza growth & development, Oryza metabolism, Quantitative Trait Loci, Seeds growth & development, Seeds metabolism, Sequence Analysis, DNA, Starch genetics, Starch metabolism, Food Handling, Gene Expression Regulation, Plant, Oryza genetics, Seeds genetics
- Abstract
Background: Milling yield and eating quality are two important grain quality traits in rice. To identify the genes involved in these two traits, we performed a deep transcriptional analysis of developing seeds using both massively parallel signature sequencing (MPSS) and sequencing-by-synthesis (SBS). Five MPSS and five SBS libraries were constructed from 6-day-old developing seeds of Cypress (high milling yield), LaGrue (low milling yield), Ilpumbyeo (high eating quality), YR15965 (low eating quality), and Nipponbare (control)., Results: The transcriptomes revealed by MPSS and SBS had a high correlation co-efficient (0.81 to 0.90), and about 70% of the transcripts were commonly identified in both types of the libraries. SBS, however, identified 30% more transcripts than MPSS. Among the highly expressed genes in Cypress and Ilpumbyeo, over 100 conserved cis regulatory elements were identified. Numerous specifically expressed transcription factor (TF) genes were identified in Cypress (282), LaGrue (312), Ilpumbyeo (363), YR15965 (260), and Nipponbare (357). Many key grain quality-related genes (i.e., genes involved in starch metabolism, aspartate amino acid metabolism, storage and allergenic protein synthesis, and seed maturation) that were expressed at high levels underwent alternative splicing and produced antisense transcripts either in Cypress or Ilpumbyeo. Further, a time course RT-PCR analysis confirmed a higher expression level of genes involved in starch metabolism such as those encoding ADP glucose pyrophosphorylase (AGPase) and granule bound starch synthase I (GBSS I) in Cypress than that in LaGrue during early seed development., Conclusion: This study represents the most comprehensive analysis of the developing seed transcriptome of rice available to date. Using two high throughput sequencing methods, we identified many differentially expressed genes that may affect milling yield or eating quality in rice. Many of the identified genes are involved in the biosynthesis of starch, aspartate family amino acids, and storage proteins. Some of the differentially expressed genes could be useful for the development of molecular markers if they are located in a known QTL region for milling yield or eating quality in the rice genome. Therefore, our comprehensive and deep survey of the developing seed transcriptome in five rice cultivars has provided a rich genomic resource for further elucidating the molecular basis of grain quality in rice.
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- 2011
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12. RNA-mediated trans-communication can establish paramutation at the b1 locus in maize.
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Arteaga-Vazquez M, Sidorenko L, Rabanal FA, Shrivistava R, Nobuta K, Green PJ, Meyers BC, and Chandler VL
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- Alleles, Base Sequence, DNA-Directed RNA Polymerases metabolism, MicroRNAs biosynthesis, Plant Proteins genetics, Plant Proteins metabolism, Plants, Genetically Modified, RNA, Double-Stranded biosynthesis, RNA, Small Interfering biosynthesis, Tandem Repeat Sequences genetics, Transcription, Genetic, Transgenes genetics, Genetic Loci genetics, Mutation genetics, RNA, Plant metabolism, Zea mays genetics
- Abstract
Paramutation is the epigenetic transfer of information between alleles that leads to the heritable change of expression of one allele. Paramutation at the b1 locus in maize requires seven noncoding tandem repeat (b1TR) sequences located approximately 100 kb upstream of the transcription start site of b1, and mutations in several genes required for paramutation implicate an RNA-mediated mechanism. The mediator of paramutation (mop1) gene, which encodes a protein closely related to RNA-dependent RNA polymerases, is absolutely required for paramutation. Herein, we investigate the potential function of mop1 and the siRNAs that are produced from the b1TR sequences. Production of siRNAs from the b1TR sequences depends on a functional mop1 gene, but transcription of the repeats is not dependent on mop1. Further nuclear transcription assays suggest that the b1TR sequences are likely transcribed predominantly by RNA polymerase II. To address whether production of b1TR-siRNAs correlated with paramutation, we examined siRNA production in alleles that cannot undergo paramutation. Alleles that cannot participate in paramutation also produce b1TR-siRNAs, suggesting that b1TR-siRNAs are not sufficient for paramutation in the tissues analyzed. However, when b1TR-siRNAs are produced from a transgene expressing a hairpin RNA, b1 paramutation can be recapitulated. We hypothesize that either the b1TR-siRNAs or the dsRNA template mediates the trans-communication between the alleles that establishes paramutation. In addition, we uncovered a role for mop1 in the biogenesis of a subset of microRNAs (miRNAs) and show that it functions at the level of production of the primary miRNA transcripts.
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- 2010
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13. Bioinformatics analysis of small RNAs in plants using next generation sequencing technologies.
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Nobuta K, McCormick K, Nakano M, and Meyers BC
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- Databases, Genetic, MicroRNAs genetics, Computational Biology methods, RNA, Small Interfering genetics
- Abstract
Next-generation sequencing technologies have a substantial impact on a broad range of biological applications. Like many other groups, we use these new technologies, especially SBS (Sequence-By-Synthesis), for deep profiling of small RNA molecules in plants. Small RNAs are 21-24 nucleotides in length and are known to play a major role in the activation of mRNAs and genomic DNAs. We have generated numerous SBS small RNA libraries; each can consist of more than three million signatures of more than 33 nucleotides in length. Here, we describe the challenges and our strategies to handle the very large quantity of small RNA data generated by these next-generation sequencing technologies.
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- 2010
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14. The functional role of pack-MULEs in rice inferred from purifying selection and expression profile.
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Hanada K, Vallejo V, Nobuta K, Slotkin RK, Lisch D, Meyers BC, Shiu SH, and Jiang N
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- DNA, Plant genetics, Gene Duplication, Gene Expression Profiling, Gene Expression Regulation, Plant, Genes, Plant, Genome, Plant, Models, Genetic, RNA, Small Nuclear, Sequence Alignment, Sequence Analysis, DNA, DNA Transposable Elements, Evolution, Molecular, Oryza genetics, Selection, Genetic
- Abstract
Gene duplication is an important mechanism for evolution of new genes. In plants, a special group of transposable elements, called Pack-MULEs or transduplicates, is able to duplicate and amplify genes or gene fragments on a large scale. Despite the abundance of Pack-MULEs, the functionality of these duplicates is not clear. Here, we present a comprehensive analysis of expression and purifying selection on 2809 Pack-MULEs in rice (Oryza sativa), which are derived from 1501 parental genes. At least 22% of the Pack-MULEs are transcribed, and 28 Pack-MULEs have direct evidence of translation. Chimeric Pack-MULEs, which contain gene fragments from multiple genes, are much more frequently expressed than those derived only from a single gene. In addition, Pack-MULEs are frequently associated with small RNAs. The presence of these small RNAs is associated with a reduction in expression of both the Pack-MULEs and their parental genes. Furthermore, an assessment of the selection pressure on the Pack-MULEs using the ratio of nonsynonymous (Ka) and synonymous (Ks) substitution rates indicates that a considerable number of Pack-MULEs likely have been under selective constraint. The Ka/Ks values of Pack-MULE and parental gene pairs are lower among Pack-MULEs that are expressed in sense orientations. Taken together, our analysis suggests that a significant number of Pack-MULEs are expressed and subjected to purifying selection, and some are associated with small RNAs. Therefore, at least a subset of Pack-MULEs are likely functional and have great potential in regulating gene expression as well as providing novel coding capacities.
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- 2009
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15. Distinct size distribution of endogeneous siRNAs in maize: Evidence from deep sequencing in the mop1-1 mutant.
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Nobuta K, Lu C, Shrivastava R, Pillay M, De Paoli E, Accerbi M, Arteaga-Vazquez M, Sidorenko L, Jeong DH, Yen Y, Green PJ, Chandler VL, and Meyers BC
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- Arabidopsis Proteins genetics, Gene Expression Regulation, Plant, Genes, Plant, Mutation, Plant Proteins genetics, RNA-Dependent RNA Polymerase genetics, Sequence Analysis, DNA methods, Sequence Analysis, RNA methods, Plant Proteins physiology, RNA, Small Interfering biosynthesis, Zea mays genetics, Zea mays metabolism
- Abstract
Small RNAs from plants are known to be highly complex and abundant, with this complexity proportional to genome size. Most endogenous siRNAs in Arabidopsis are dependent on RNA-DEPENDENT RNA POLYMERASE 2 (RDR2) for their biogenesis. Recent work has demonstrated that the maize MEDIATOR OF PARAMUTATION1 (mop1) gene is a predicted ortholog of RDR2. The mop1 gene is required for establishment of paramutation and maintenance of transcriptional silencing of transposons and transgenes, suggesting the potential involvement of small RNAs. We analyzed small RNAs in wild-type maize and in the isogenic mop1-1 loss-of-function mutant by using Illumina's sequencing-by-synthesis (SBS) technology, which allowed us to characterize the complement of maize small RNAs to considerable depth. Similar to rdr2 in Arabidopsis, in mop1-1, the 24-nucleotide (nt) endogenous heterochromatic short-interfering siRNAs were dramatically reduced, resulting in an enrichment of miRNAs and transacting siRNAs. In contrast to the Arabidopsis rdr2 mutant, the mop1-1 plants retained a highly abundant heterochromatic approximately 22-nt class of small RNAs, suggesting a second mechanism for heterochromatic siRNA production. The enrichment of miRNAs and loss of 24-nt heterochromatic siRNAs in mop1-1 should be advantageous for miRNA discovery as the maize genome becomes more fully sequenced.
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- 2008
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16. Global identification of microRNA-target RNA pairs by parallel analysis of RNA ends.
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German MA, Pillay M, Jeong DH, Hetawal A, Luo S, Janardhanan P, Kannan V, Rymarquis LA, Nobuta K, German R, De Paoli E, Lu C, Schroth G, Meyers BC, and Green PJ
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- Computational Biology methods, Gene Library, RNA, Messenger genetics, RNA, Plant genetics, Arabidopsis genetics, MicroRNAs genetics, Sequence Analysis, RNA methods
- Abstract
MicroRNAs (miRNAs) are important regulatory molecules in most eukaryotes and identification of their target mRNAs is essential for their functional analysis. Whereas conventional methods rely on computational prediction and subsequent experimental validation of target RNAs, we directly sequenced >28,000,000 signatures from the 5' ends of polyadenylated products of miRNA-mediated mRNA decay, isolated from inflorescence tissue of Arabidopsis thaliana, to discover novel miRNA-target RNA pairs. Within the set of approximately 27,000 transcripts included in the 8,000,000 nonredundant signatures, several previously predicted but nonvalidated targets of miRNAs were found. Like validated targets, most showed a single abundant signature at the miRNA cleavage site, particularly in libraries from a mutant deficient in the 5'-to-3' exonuclease AtXRN4. Although miRNAs in Arabidopsis have been extensively investigated, working in reverse from the cleaved targets resulted in the identification and validation of novel miRNAs. This versatile approach will affect the study of other aspects of RNA processing beyond miRNA-target RNA pairs.
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- 2008
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17. Comparative expression profiling in grape (Vitis vinifera) berries derived from frequency analysis of ESTs and MPSS signatures.
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Iandolino A, Nobuta K, da Silva FG, Cook DR, and Meyers BC
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- Databases, Genetic, Gene Expression Regulation, Plant, Expressed Sequence Tags, Gene Expression Profiling methods, Sequence Analysis, DNA methods, Vitis genetics
- Abstract
Background: Vitis vinifera (V. vinifera) is the primary grape species cultivated for wine production, with an industry valued annually in the billions of dollars worldwide. In order to sustain and increase grape production, it is necessary to understand the genetic makeup of grape species. Here we performed mRNA profiling using Massively Parallel Signature Sequencing (MPSS) and combined it with available Expressed Sequence Tag (EST) data. These tag-based technologies, which do not require a priori knowledge of genomic sequence, are well-suited for transcriptional profiling. The sequence depth of MPSS allowed us to capture and quantify almost all the transcripts at a specific stage in the development of the grape berry., Results: The number and relative abundance of transcripts from stage II grape berries was defined using Massively Parallel Signature Sequencing (MPSS). A total of 2,635,293 17-base and 2,259,286 20-base signatures were obtained, representing at least 30,737 and 26,878 distinct sequences. The average normalized abundance per signature was approximately 49 TPM (Transcripts Per Million). Comparisons of the MPSS signatures with available Vitis species' ESTs and a unigene set demonstrated that 6,430 distinct contigs and 2,190 singletons have a perfect match to at least one MPSS signature. Among the matched sequences, ESTs were identified from tissues other than berries or from berries at different developmental stages. Additional MPSS signatures not matching to known grape ESTs can extend our knowledge of the V. vinifera transcriptome, particularly when these data are used to assist in annotation of whole genome sequences from Vitis vinifera., Conclusion: The MPSS data presented here not only achieved a higher level of saturation than previous EST based analyses, but in doing so, expand the known set of transcripts of grape berries during the unique stage in development that immediately precedes the onset of ripening. The MPSS dataset also revealed evidence of antisense expression not previously reported in grapes but comparable to that reported in other plant species. Finally, we developed a novel web-based, public resource for utilization of the grape MPSS data [1].
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- 2008
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18. Genome-wide analysis for discovery of rice microRNAs reveals natural antisense microRNAs (nat-miRNAs).
- Author
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Lu C, Jeong DH, Kulkarni K, Pillay M, Nobuta K, German R, Thatcher SR, Maher C, Zhang L, Ware D, Liu B, Cao X, Meyers BC, and Green PJ
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- Base Sequence, Conserved Sequence, Gene Expression Regulation, Plant, Gene Library, MicroRNAs biosynthesis, MicroRNAs chemistry, Models, Biological, Molecular Sequence Data, Nucleic Acid Conformation, Plant Proteins genetics, Plant Proteins metabolism, RNA, Messenger genetics, RNA, Messenger metabolism, Genome, Plant genetics, MicroRNAs genetics, Oryza genetics, RNA, Antisense genetics
- Abstract
Small RNAs (21-24 nt) are involved in gene regulation through translation inhibition, mRNA cleavage, or directing chromatin modifications. In rice, currently approximately 240 microRNAs (miRNAs) have been annotated. We sequenced more than four million small RNAs from rice and identified another 24 miRNA genes. Among these, we found a unique class of miRNAs that derive from natural cis-antisense transcript pairs. This configuration generates miRNAs that can perfectly match their targets. We provide evidence that the miRNAs function by inducing mRNA cleavage in the middle of their complementary site. Their production requires Dicer-like 1 (DCL1) activity, which is essential for canonical miRNA biogenesis. All of the natural antisense miRNAs (nat-miRNAs) identified in this study have large introns in their precursors that appear critical for nat-miRNA evolution and for the formation of functional miRNA loci. These findings suggest that other natural cis-antisense loci with similar exon-intron arrangements could be another source of miRNA genes.
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- 2008
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19. Characterization of paralogous protein families in rice.
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Lin H, Ouyang S, Simons R, Nobuta K, Haas BJ, Zhu W, Gu X, Silva JC, Meyers BC, and Buell CR
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- Arabidopsis genetics, Expressed Sequence Tags, Gene Duplication, Phylogeny, Protein Isoforms, Genes, Plant genetics, Multigene Family genetics, Oryza genetics, Plant Proteins genetics
- Abstract
Background: High gene numbers in plant genomes reflect polyploidy and major gene duplication events. Oryza sativa, cultivated rice, is a diploid monocotyledonous species with a ~390 Mb genome that has undergone segmental duplication of a substantial portion of its genome. This, coupled with other genetic events such as tandem duplications, has resulted in a substantial number of its genes, and resulting proteins, occurring in paralogous families., Results: Using a computational pipeline that utilizes Pfam and novel protein domains, we characterized paralogous families in rice and compared these with paralogous families in the model dicotyledonous diploid species, Arabidopsis thaliana. Arabidopsis, which has undergone genome duplication as well, has a substantially smaller genome (~120 Mb) and gene complement compared to rice. Overall, 53% and 68% of the non-transposable element-related rice and Arabidopsis proteins could be classified into paralogous protein families, respectively. Singleton and paralogous family genes differed substantially in their likelihood of encoding a protein of known or putative function; 26% and 66% of singleton genes compared to 73% and 96% of the paralogous family genes encode a known or putative protein in rice and Arabidopsis, respectively. Furthermore, a major skew in the distribution of specific gene function was observed; a total of 17 Gene Ontology categories in both rice and Arabidopsis were statistically significant in their differential distribution between paralogous family and singleton proteins. In contrast to mammalian organisms, we found that duplicated genes in rice and Arabidopsis tend to have more alternative splice forms. Using data from Massively Parallel Signature Sequencing, we show that a significant portion of the duplicated genes in rice show divergent expression although a correlation between sequence divergence and correlation of expression could be seen in very young genes., Conclusion: Collectively, these data suggest that while co-regulation and conserved function are present in some paralogous protein family members, evolutionary pressures have resulted in functional divergence with differential expression patterns.
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- 2008
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20. The Rice Annotation Project Database (RAP-DB): 2008 update.
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Tanaka T, Antonio BA, Kikuchi S, Matsumoto T, Nagamura Y, Numa H, Sakai H, Wu J, Itoh T, Sasaki T, Aono R, Fujii Y, Habara T, Harada E, Kanno M, Kawahara Y, Kawashima H, Kubooka H, Matsuya A, Nakaoka H, Saichi N, Sanbonmatsu R, Sato Y, Shinso Y, Suzuki M, Takeda J, Tanino M, Todokoro F, Yamaguchi K, Yamamoto N, Yamasaki C, Imanishi T, Okido T, Tada M, Ikeo K, Tateno Y, Gojobori T, Lin YC, Wei FJ, Hsing YI, Zhao Q, Han B, Kramer MR, McCombie RW, Lonsdale D, O'Donovan CC, Whitfield EJ, Apweiler R, Koyanagi KO, Khurana JP, Raghuvanshi S, Singh NK, Tyagi AK, Haberer G, Fujisawa M, Hosokawa S, Ito Y, Ikawa H, Shibata M, Yamamoto M, Bruskiewich RM, Hoen DR, Bureau TE, Namiki N, Ohyanagi H, Sakai Y, Nobushima S, Sakata K, Barrero RA, Sato Y, Souvorov A, Smith-White B, Tatusova T, An S, An G, OOta S, Fuks G, Fuks G, Messing J, Christie KR, Lieberherr D, Kim H, Zuccolo A, Wing RA, Nobuta K, Green PJ, Lu C, Meyers BC, Chaparro C, Piegu B, Panaud O, and Echeverria M
- Subjects
- Genes, Plant, Genomics, Internet, MicroRNAs genetics, RNA, Small Interfering genetics, User-Computer Interface, Databases, Nucleic Acid, Genome, Plant, Oryza genetics
- Abstract
The Rice Annotation Project Database (RAP-DB) was created to provide the genome sequence assembly of the International Rice Genome Sequencing Project (IRGSP), manually curated annotation of the sequence, and other genomics information that could be useful for comprehensive understanding of the rice biology. Since the last publication of the RAP-DB, the IRGSP genome has been revised and reassembled. In addition, a large number of rice-expressed sequence tags have been released, and functional genomics resources have been produced worldwide. Thus, we have thoroughly updated our genome annotation by manual curation of all the functional descriptions of rice genes. The latest version of the RAP-DB contains a variety of annotation data as follows: clone positions, structures and functions of 31 439 genes validated by cDNAs, RNA genes detected by massively parallel signature sequencing (MPSS) technology and sequence similarity, flanking sequences of mutant lines, transposable elements, etc. Other annotation data such as Gnomon can be displayed along with those of RAP for comparison. We have also developed a new keyword search system to allow the user to access useful information. The RAP-DB is available at: http://rapdb.dna.affrc.go.jp/ and http://rapdb.lab.nig.ac.jp/.
- Published
- 2008
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21. An expression atlas of rice mRNAs and small RNAs.
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Nobuta K, Venu RC, Lu C, Beló A, Vemaraju K, Kulkarni K, Wang W, Pillay M, Green PJ, Wang GL, and Meyers BC
- Subjects
- Gene Library, Genome, Plant genetics, RNA, Messenger genetics, Sequence Analysis, RNA, Transcription, Genetic, Gene Expression Regulation, Plant, Oryza genetics, RNA, Plant genetics, RNA, Small Nuclear genetics
- Abstract
Identification of all expressed transcripts in a sequenced genome is essential both for genome analysis and for realization of the goals of systems biology. We used the transcriptional profiling technology called 'massively parallel signature sequencing' to develop a comprehensive expression atlas of rice (Oryza sativa cv Nipponbare). We sequenced 46,971,553 mRNA transcripts from 22 libraries, and 2,953,855 small RNAs from 3 libraries. The data demonstrate widespread transcription throughout the genome, including sense expression of at least 25,500 annotated genes and antisense expression of nearly 9,000 annotated genes. An additional set of approximately 15,000 mRNA signatures mapped to unannotated genomic regions. The majority of the small RNA data represented lower abundance short interfering RNAs that match repetitive sequences, intergenic regions and genes. Among these, numerous clusters of highly regulated small RNAs were readily observed. We developed a genome browser (http://mpss.udel.edu/rice) for public access to the transcriptional profiling data for this important crop.
- Published
- 2007
- Full Text
- View/download PDF
22. Methods for analysis of gene expression in plants using MPSS.
- Author
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Nobuta K, Vemaraju K, and Meyers BC
- Subjects
- Gene Expression Regulation, Plant, Software, Transcription, Genetic, Databases, Genetic, Gene Expression Profiling methods, Plants genetics, Sequence Analysis, DNA methods
- Abstract
Massively parallel signature sequencing (MPSS) is a technology capable of sequencing simultaneously almost all the DNA molecules in a sample. This technology is well suited for deep profiling of mRNA and small RNA by the sequencing of cDNA tags. A series of mRNA MPSS databases has been created from various libraries derived from four different species (Arabidopsis, rice, grape, and Magnaporthe grisea, the rice blast fungus). Our mRNA MPSS databases measure the absolute expression level of most genes in the sample and provide information about potentially novel transcripts (antisense transcripts, alternative splice isoforms, and regulatory intergenic transcripts). In addition to these data, we have recently built an extensive database from MPSS-derived Arabidopsis small RNA samples. All the databases are accessible thorough our Web interface (http://mpss.udel.edu), and the individual pages are equipped with various graphical and analytical tools. Here, we focus on a subset of these tools (e.g., Gene Analysis [GA], Chromosome Viewer [CV], and Library Analysis [LIBAN]) and describe how the users can analyze and interpret our MPSS expression data.
- Published
- 2007
- Full Text
- View/download PDF
23. Deep and comparative analysis of the mycelium and appressorium transcriptomes of Magnaporthe grisea using MPSS, RL-SAGE, and oligoarray methods.
- Author
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Gowda M, Venu RC, Raghupathy MB, Nobuta K, Li H, Wing R, Stahlberg E, Couglan S, Haudenschild CD, Dean R, Nahm BH, Meyers BC, and Wang GL
- Subjects
- DNA, Fungal genetics, Expressed Sequence Tags, Genetic Techniques, Magnaporthe pathogenicity, Mycelium genetics, RNA, Antisense genetics, Gene Expression Regulation, Fungal, Magnaporthe genetics, Oligonucleotide Array Sequence Analysis, Transcription, Genetic
- Abstract
Background: Rice blast, caused by the fungal pathogen Magnaporthe grisea, is a devastating disease causing tremendous yield loss in rice production. The public availability of the complete genome sequence of M. grisea provides ample opportunities to understand the molecular mechanism of its pathogenesis on rice plants at the transcriptome level. To identify all the expressed genes encoded in the fungal genome, we have analyzed the mycelium and appressorium transcriptomes using massively parallel signature sequencing (MPSS), robust-long serial analysis of gene expression (RL-SAGE) and oligoarray methods., Results: The MPSS analyses identified 12,531 and 12,927 distinct significant tags from mycelia and appressoria, respectively, while the RL-SAGE analysis identified 16,580 distinct significant tags from the mycelial library. When matching these 12,531 mycelial and 12,927 appressorial significant tags to the annotated CDS, 500 bp upstream and 500 bp downstream of CDS, 6,735 unique genes in mycelia and 7,686 unique genes in appressoria were identified. A total of 7,135 mycelium-specific and 7,531 appressorium-specific significant MPSS tags were identified, which correspond to 2,088 and 1,784 annotated genes, respectively, when matching to the same set of reference sequences. Nearly 85% of the significant MPSS tags from mycelia and appressoria and 65% of the significant tags from the RL-SAGE mycelium library matched to the M. grisea genome. MPSS and RL-SAGE methods supported the expression of more than 9,000 genes, representing over 80% of the predicted genes in M. grisea. About 40% of the MPSS tags and 55% of the RL-SAGE tags represent novel transcripts since they had no matches in the existing M. grisea EST collections. Over 19% of the annotated genes were found to produce both sense and antisense tags in the protein-coding region. The oligoarray analysis identified the expression of 3,793 mycelium-specific and 4,652 appressorium-specific genes. A total of 2,430 mycelial genes and 1,886 appressorial genes were identified by both MPSS and oligoarray., Conclusion: The comprehensive and deep transcriptome analysis by MPSS and RL-SAGE methods identified many novel sense and antisense transcripts in the M. grisea genome at two important growth stages. The differentially expressed transcripts that were identified, especially those specifically expressed in appressoria, represent a genomic resource useful for gaining a better understanding of the molecular basis of M. grisea pathogenicity. Further analysis of the novel antisense transcripts will provide new insights into the regulation and function of these genes in fungal growth, development and pathogenesis in the host plants.
- Published
- 2006
- Full Text
- View/download PDF
24. Genomic and genetic characterization of rice Cen3 reveals extensive transcription and evolutionary implications of a complex centromere.
- Author
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Yan H, Ito H, Nobuta K, Ouyang S, Jin W, Tian S, Lu C, Venu RC, Wang GL, Green PJ, Wing RA, Buell CR, Meyers BC, and Jiang J
- Subjects
- Chromatin Immunoprecipitation, Chromosome Mapping, DNA, Satellite chemistry, Genetic Linkage, Genomics, Histones chemistry, Histones metabolism, In Situ Hybridization, Fluorescence, Oryza metabolism, Plant Proteins chemistry, Plant Proteins genetics, Plant Proteins metabolism, Protein Structure, Tertiary, RNA, Messenger metabolism, RNA, Small Interfering metabolism, Reverse Transcriptase Polymerase Chain Reaction, Centromere, Chromosomes, Plant, Evolution, Molecular, Oryza genetics, Transcription, Genetic
- Abstract
The centromere is the chromosomal site for assembly of the kinetochore where spindle fibers attach during cell division. In most multicellular eukaryotes, centromeres are composed of long tracts of satellite repeats that are recalcitrant to sequencing and fine-scale genetic mapping. Here, we report the genomic and genetic characterization of the complete centromere of rice (Oryza sativa) chromosome 3. Using a DNA fiber-fluorescence in situ hybridization approach, we demonstrated that the centromere of chromosome 3 (Cen3) contains approximately 441 kb of the centromeric satellite repeat CentO. Cen3 includes an approximately 1,881-kb domain associated with the centromeric histone CENH3. This CENH3-associated chromatin domain is embedded within a 3,113-kb region that lacks genetic recombination. Extensive transcription was detected within the CENH3 binding domain based on comprehensive annotation of protein-coding genes coupled with empirical measurements of mRNA levels using RT-PCR and massively parallel signature sequencing. Genes <10 kb from the CentO satellite array were expressed in several rice tissues and displayed histone modification patterns consistent with euchromatin, suggesting that rice centromeric chromatin accommodates normal gene expression. These results support the hypothesis that centromeres can evolve from gene-containing genomic regions.
- Published
- 2006
- Full Text
- View/download PDF
25. Plant MPSS databases: signature-based transcriptional resources for analyses of mRNA and small RNA.
- Author
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Nakano M, Nobuta K, Vemaraju K, Tej SS, Skogen JW, and Meyers BC
- Subjects
- Arabidopsis genetics, Chromosomes, Plant, Exons, Genome, Plant, Genomics, Internet, Magnaporthe genetics, MicroRNAs genetics, MicroRNAs metabolism, Oryza genetics, RNA, Messenger genetics, RNA, Messenger metabolism, RNA, Plant genetics, RNA, Plant metabolism, RNA, Small Interfering genetics, RNA, Small Interfering metabolism, Sequence Analysis, RNA, Transcription, Genetic, User-Computer Interface, Vitis genetics, Databases, Nucleic Acid, MicroRNAs chemistry, RNA, Messenger chemistry, RNA, Plant chemistry, RNA, Small Interfering chemistry
- Abstract
MPSS (massively parallel signature sequencing) is a sequencing-based technology that uses a unique method to quantify gene expression level, generating millions of short sequence tags per library. We have created a series of databases for four species (Arabidopsis, rice, grape and Magnaporthe grisea, the rice blast fungus). Our MPSS databases measure the expression level of most genes under defined conditions and provide information about potentially novel transcripts (antisense transcripts, alternative splice isoforms and regulatory intergenic transcripts). A modified version of MPSS has been used to perform deep profiling of small RNAs from Arabidopsis, and we have recently adapted our database to display these data. Interpretation of the small RNA MPSS data is facilitated by the inclusion of extensive repeat data in our genome viewer. All the data and the tools introduced in this article are available at http://mpss.udel.edu.
- Published
- 2006
- Full Text
- View/download PDF
26. Diversification of non-TIR class NB-LRR genes in relation to whole-genome duplication events in Arabidopsis.
- Author
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Nobuta K, Ashfield T, Kim S, and Innes RW
- Subjects
- Gene Duplication, Genes, Plant, Genome, Plant, Leucine, Phylogeny, Plant Proteins genetics, Repetitive Sequences, Amino Acid, Arabidopsis genetics, Evolution, Molecular, Genetic Variation, Multigene Family
- Abstract
Arabidopsis thaliana is believed to have experienced at least two and possibly three whole-genome duplication events in its evolutionary history. In order to investigate the evolutionary relationships between these duplication events and diversification of disease resistance (R) genes, segmental-duplication events containing R genes belonging to the nucleotide binding-leucine rich repeat (NB-LRR) class were identified. Of 153 segmental-duplication events containing NB-LRR genes, only 22 contained NB-LRR genes in both members of the duplication pair, indicating a high frequency of NB-LRR gene loss after whole-genome duplication. The relative age of the duplication events was estimated based on the average synonymous substitution rate of the duplicated gene pairs in the segments. These data were combined with phylogenetic analyses. NB-LRR genes present in segment pairs derived from the most recent whole-genome duplication event, estimated to have occurred only 20 to 40 million years ago, occupy very distant branches of the NB-LRR phylogenetic tree. These data suggest that when NB-LRR clusters are duplicated as part of a whole-genome duplication, homoeologous NB-LRR genes are preferentially lost, either by eliminating one copy of the cluster or by eliminating individual genes such that only paralogous NB-LRR genes are maintained.
- Published
- 2005
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27. Retrieval of trace gases from aerosol-influenced infrared transmission spectra observed by low-spectral-resolution Fourier-transform spectrometers.
- Author
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Uemura N, Kuriki S, Nobuta K, Yokota T, Nakajima H, Sugita T, and Sasano Y
- Abstract
A method for the simultaneous retrieval of gas concentrations and an extinction spectrum of aerosols and polar stratospheric clouds from infrared transmission spectra observed in the solar occultation geometry is described. It is particularly suited to measurements by Fourier-transform spectrometers with relatively low spectral resolution (0.1-1 cm(-1)). The method does not require a priori assumptions on aerosol properties; it utilizes only the fact that the wave-number dependence of aerosol extinction is much weaker than that of gas absorption. In this method, an aerosol extinction spectrum is approximated by a straight line within a relatively wide spectral range defined as mediumwindow.
- Published
- 2005
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- View/download PDF
28. Convergent evolution of disease resistance gene specificity in two flowering plant families.
- Author
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Ashfield T, Ong LE, Nobuta K, Schneider CM, and Innes RW
- Subjects
- Amino Acid Sequence, Arabidopsis microbiology, Arabidopsis Proteins genetics, Arabidopsis Proteins metabolism, Bacterial Proteins genetics, Bacterial Proteins metabolism, Immunity, Innate genetics, Molecular Sequence Data, Phylogeny, Plant Diseases microbiology, Plant Proteins metabolism, Pseudomonas syringae genetics, Pseudomonas syringae growth & development, Sequence Alignment, Sequence Homology, Amino Acid, Glycine max microbiology, Species Specificity, Arabidopsis genetics, Evolution, Molecular, Plant Diseases genetics, Plant Proteins genetics, Glycine max genetics
- Abstract
Plant disease resistance (R) genes that mediate recognition of the same pathogen determinant sometimes can be found in distantly related plant families. This observation implies that some R gene alleles may have been conserved throughout the diversification of land plants. To address this question, we have compared R genes from Glycine max (soybean), Rpg1-b, and Arabidopsis thaliana, RPM1, that mediate recognition of the same type III effector protein from Pseudomonas syringae, AvrB. RPM1 has been cloned previously, and here, we describe the isolation of Rpg1-b. Although RPM1 and Rpg1-b both belong to the coiled-coil nucleotide binding site (NBS) Leu-rich repeat (LRR) class of R genes, they share only limited sequence similarity outside the conserved domains characteristic of this class. Phylogenetic analyses of A. thaliana and legume NBS-LRR sequences demonstrate that Rpg1-b and RPM1 are not orthologous. We conclude that convergent evolution, rather than the conservation of an ancient specificity, is responsible for the generation of these AvrB-specific genes.
- Published
- 2004
- Full Text
- View/download PDF
29. Mutant of Salmonella typhimurium lacking the inhibitory function for phagosome-lysosome fusion in murine macrophages.
- Author
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Ishibashi Y, Nobuta K, and Arai T
- Subjects
- Animals, DNA Transposable Elements, Lysosomes microbiology, Macrophages physiology, Male, Membrane Fusion, Mice, Mice, Inbred BALB C, Mutagenesis, Insertional, Phagosomes microbiology, Salmonella Infections, Animal microbiology, Salmonella typhimurium pathogenicity, Virulence, Lysosomes physiology, Macrophages microbiology, Phagosomes physiology, Salmonella typhimurium genetics
- Abstract
It has recently been described that Salmonella typhimurium is capable of inhibiting phagosome-lysosome fusion in murine macrophages after ingestion. We selected a mutant of S. typhimurium lacking the phagosome-lysosome fusion inhibitory function from a collection of Tn5-insertion mutants and examined its relevance to the pathogenesis in mice. The Tn5 insertion mutant which has a defect in fusion inhibitory function was found to be significantly sensitive to the intracellular killing by murine macrophages in vitro. However, the loss of the fusion inhibitory function did not reduce the level of virulence for mice in vivo. These results demonstrated that fusion inhibition did not play a critical role in the pathogenesis of S. typhimurium although it might contribute to at least a part of the resistance against macrophage killing mechanisms.
- Published
- 1992
- Full Text
- View/download PDF
30. Sequencing and expression of the 6'-N-acetyltransferase gene of transposon Tn1331 from Klebsiella pneumoniae.
- Author
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Nobuta K, Tolmasky ME, Crosa LM, and Crosa JH
- Subjects
- Amikacin pharmacology, Amino Acid Sequence, Autoradiography, Base Sequence, Drug Resistance, Microbial genetics, Electrophoresis, Polyacrylamide Gel, Gene Expression Regulation, Klebsiella pneumoniae drug effects, Klebsiella pneumoniae enzymology, Molecular Sequence Data, Protein Biosynthesis, Sequence Homology, Nucleic Acid, Acetyltransferases genetics, DNA Transposable Elements, Klebsiella pneumoniae genetics
- Abstract
Plasmid-mediated amikacin resistance in Klebsiella pneumoniae resides on a 1.5-kilobase BamHI fragment which is part of the Tn3-related multiresistance transposon Tn1331. In this work, we present the complete nucleotide sequence of the amikacin resistance gene and the neighboring sequences. Maxicell experiments detected only one polypeptide of 23 kilodaltons, the product of one of the open reading frames identified as ORF I. Comparison of the complete sequence with that of Tn3 indicated that 396 base pairs located just upstream from ORF I are identical to a region between the end of the tnpR gene and the first six amino acids of the beta-lactamase transcript. Sequences which may act as hot spots for recombination were identified. One was located just after amino acid 6 of beta-lactamase, and the other was located at the end of the amikacin resistance gene.
- Published
- 1988
- Full Text
- View/download PDF
31. CLINICAL AND EPIDEMIOLOGICAL STUDIES ON AN OUTBREAK OF ASEPTIC MENINGITIS CAUSED BY COXSACKIE B5 AND A9 VIRUSES IN AOMORI IN 1961.
- Author
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NAKAO T, NITTA T, MIURA R, OGATA K, KUME T, NOBUTA K, and HINUMA Y
- Subjects
- Adolescent, Child, Humans, Infant, Japan, Prognosis, Amylases, Blood, Cerebrospinal Fluid, Clinical Laboratory Techniques, Coxsackievirus Infections, Diagnosis, Disease Outbreaks, Epidemiologic Studies, Epidemiology, Liver Function Tests, Meningitis, Meningitis, Aseptic, Meningitis, Viral, Urine, Viruses
- Published
- 1964
- Full Text
- View/download PDF
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