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1.
Nature ; 606(7912): 113-119, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35585233

RESUMEN

Cultivated oat (Avena sativa L.) is an allohexaploid (AACCDD, 2n = 6x = 42) thought to have been domesticated more than 3,000 years ago while growing as a weed in wheat, emmer and barley fields in Anatolia1,2. Oat has a low carbon footprint, substantial health benefits and the potential to replace animal-based food products. However, the lack of a fully annotated reference genome has hampered efforts to deconvolute its complex evolutionary history and functional gene dynamics. Here we present a high-quality reference genome of A. sativa and close relatives of its diploid (Avena longiglumis, AA, 2n = 14) and tetraploid (Avena insularis, CCDD, 2n = 4x = 28) progenitors. We reveal the mosaic structure of the oat genome, trace large-scale genomic reorganizations in the polyploidization history of oat and illustrate a breeding barrier associated with the genome architecture of oat. We showcase detailed analyses of gene families implicated in human health and nutrition, which adds to the evidence supporting oat safety in gluten-free diets, and we perform mapping-by-sequencing of an agronomic trait related to water-use efficiency. This resource for the Avena genus will help to leverage knowledge from other cereal genomes, improve understanding of basic oat biology and accelerate genomics-assisted breeding and reanalysis of quantitative trait studies.


Asunto(s)
Avena , Grano Comestible , Genoma de Planta , Avena/genética , Diploidia , Grano Comestible/genética , Genoma de Planta/genética , Mosaicismo , Fitomejoramiento , Tetraploidía
2.
Methods Mol Biol ; 2443: 147-159, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35037204

RESUMEN

To unlock the genetic potential in crops, multi-genome comparisons are an essential tool. Decreasing costs and improved sequencing technologies have democratized plant genome sequencing and led to a vast increase in the amount of available reference sequences on the one hand and enabled the assembly of even the largest and most complex and repetitive crops genomes such as wheat and barley. These developments have led to the era of pan-genomics in recent years. Pan-genome projects enable the definition of the core and dispensable genome for various crop species as well as the analysis of structural and functional variation and hence offer unprecedented opportunities for exploring and utilizing the genetic basis of natural variation in crops. Comparing, analyzing, and visualizing these multiple reference genomes and their diversity requires powerful and specialized computational strategies and tools.


Asunto(s)
Hordeum , Productos Agrícolas/genética , Genoma de Planta , Genómica , Hordeum/genética , Triticum/genética
3.
Plant Cell Physiol ; 62(1): 8-27, 2021 Mar 25.
Artículo en Inglés | MEDLINE | ID: mdl-33244607

RESUMEN

Bread wheat is a major crop that has long been the focus of basic and breeding research. Assembly of its genome has been difficult because of its large size and allohexaploid nature (AABBDD genome). Following the first reported assembly of the genome of the experimental strain Chinese Spring (CS), the 10+ Wheat Genomes Project was launched to produce multiple assemblies of worldwide modern cultivars. The only Asian cultivar in the project is Norin 61, a representative Japanese cultivar adapted to grow across a broad latitudinal range, mostly characterized by a wet climate and a short growing season. Here, we characterize the key aspects of its chromosome-scale genome assembly spanning 15 Gb with a raw scaffold N50 of 22 Mb. Analysis of the repetitive elements identified chromosomal regions unique to Norin 61 that encompass a tandem array of the pathogenesis-related 13 family. We report novel copy-number variations in the B homeolog of the florigen gene FT1/VRN3, pseudogenization of its D homeolog and the association of its A homeologous alleles with the spring/winter growth habit. Furthermore, the Norin 61 genome carries typical East Asian functional variants different from CS, ranging from a single nucleotide to multi-Mb scale. Examples of such variation are the Fhb1 locus, which confers Fusarium head-blight resistance, Ppd-D1a, which confers early flowering, Glu-D1f for Asian noodle quality and Rht-D1b, which introduced semi-dwarfism during the green revolution. The adoption of Norin 61 as a reference assembly for functional and evolutionary studies will enable comprehensive characterization of the underexploited Asian bread wheat diversity.


Asunto(s)
Resistencia a la Enfermedad/genética , Flores/crecimiento & desarrollo , Genes de Plantas/genética , Genoma de Planta/genética , Triticum/genética , Mapeo Cromosómico , Cromosomas de las Plantas/genética , Citogenética , Asia Oriental , Flores/genética , Fusarium , Genes de Plantas/fisiología , Estudios de Asociación Genética , Variación Genética/genética , Variación Genética/fisiología , Genoma de Planta/fisiología , Genotipo , Filogenia , Alineación de Secuencia , Análisis de Secuencia de ADN , Triticum/crecimiento & desarrollo , Triticum/inmunología , Triticum/fisiología
4.
Nat Genet ; 51(5): 885-895, 2019 05.
Artículo en Inglés | MEDLINE | ID: mdl-30962619

RESUMEN

The domestication of wild emmer wheat led to the selection of modern durum wheat, grown mainly for pasta production. We describe the 10.45 gigabase (Gb) assembly of the genome of durum wheat cultivar Svevo. The assembly enabled genome-wide genetic diversity analyses revealing the changes imposed by thousands of years of empirical selection and breeding. Regions exhibiting strong signatures of genetic divergence associated with domestication and breeding were widespread in the genome with several major diversity losses in the pericentromeric regions. A locus on chromosome 5B carries a gene encoding a metal transporter (TdHMA3-B1) with a non-functional variant causing high accumulation of cadmium in grain. The high-cadmium allele, widespread among durum cultivars but undetected in wild emmer accessions, increased in frequency from domesticated emmer to modern durum wheat. The rapid cloning of TdHMA3-B1 rescues a wild beneficial allele and demonstrates the practical use of the Svevo genome for wheat improvement.


Asunto(s)
Triticum/genética , Adenosina Trifosfatasas/genética , Adenosina Trifosfatasas/metabolismo , Cadmio/metabolismo , Cromosomas de las Plantas/genética , Domesticación , Variación Genética , Genoma de Planta , Filogenia , Fitomejoramiento , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Polimorfismo de Nucleótido Simple , Sitios de Carácter Cuantitativo , Selección Genética , Sintenía , Tetraploidía , Triticum/clasificación , Triticum/metabolismo
5.
Genome Biol ; 19(1): 103, 2018 08 17.
Artículo en Inglés | MEDLINE | ID: mdl-30115100

RESUMEN

BACKGROUND: Transposable elements (TEs) are major components of large plant genomes and main drivers of genome evolution. The most recent assembly of hexaploid bread wheat recovered the highly repetitive TE space in an almost complete chromosomal context and enabled a detailed view into the dynamics of TEs in the A, B, and D subgenomes. RESULTS: The overall TE content is very similar between the A, B, and D subgenomes, although we find no evidence for bursts of TE amplification after the polyploidization events. Despite the near-complete turnover of TEs since the subgenome lineages diverged from a common ancestor, 76% of TE families are still present in similar proportions in each subgenome. Moreover, spacing between syntenic genes is also conserved, even though syntenic TEs have been replaced by new insertions over time, suggesting that distances between genes, but not sequences, are under evolutionary constraints. The TE composition of the immediate gene vicinity differs from the core intergenic regions. We find the same TE families to be enriched or depleted near genes in all three subgenomes. Evaluations at the subfamily level of timed long terminal repeat-retrotransposon insertions highlight the independent evolution of the diploid A, B, and D lineages before polyploidization and cases of concerted proliferation in the AB tetraploid. CONCLUSIONS: Even though the intergenic space is changed by the TE turnover, an unexpected preservation is observed between the A, B, and D subgenomes for features like TE family proportions, gene spacing, and TE enrichment near genes.


Asunto(s)
Elementos Transponibles de ADN/genética , Evolución Molecular , Genoma de Planta , Triticum/genética , Secuencia de Bases , Pan , Cromosomas de las Plantas/genética , ADN Intergénico/genética , Diploidia , Regulación de la Expresión Génica de las Plantas , Genes de Plantas , Mutagénesis Insercional/genética , Regiones Promotoras Genéticas/genética , Secuencias Repetidas Terminales/genética , Tetraploidía
6.
Genome Res ; 28(9): 1319-1332, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-30093548

RESUMEN

Wheat has been domesticated into a large number of agricultural environments and has the ability to adapt to diverse environments. To understand this process, we survey genotype, repeat content, and DNA methylation across a bread wheat landrace collection representing global genetic diversity. We identify independent variation in methylation, genotype, and transposon copy number. We show that these, so far unexploited, sources of variation have had a significant impact on the wheat genome and that ancestral methylation states become preferentially "hard coded" as single nucleotide polymorphisms (SNPs) via 5-methylcytosine deamination. These mechanisms also drive local adaption, impacting important traits such as heading date and salt tolerance. Methylation and transposon diversity could therefore be used alongside SNP-based markers for breeding.


Asunto(s)
Adaptación Fisiológica/genética , Variación Genética , Poliploidía , Triticum/genética , Metilación de ADN , Elementos Transponibles de ADN/genética
7.
Science ; 357(6346): 93-97, 2017 07 07.
Artículo en Inglés | MEDLINE | ID: mdl-28684525

RESUMEN

Wheat (Triticum spp.) is one of the founder crops that likely drove the Neolithic transition to sedentary agrarian societies in the Fertile Crescent more than 10,000 years ago. Identifying genetic modifications underlying wheat's domestication requires knowledge about the genome of its allo-tetraploid progenitor, wild emmer (T. turgidum ssp. dicoccoides). We report a 10.1-gigabase assembly of the 14 chromosomes of wild tetraploid wheat, as well as analyses of gene content, genome architecture, and genetic diversity. With this fully assembled polyploid wheat genome, we identified the causal mutations in Brittle Rachis 1 (TtBtr1) genes controlling shattering, a key domestication trait. A study of genomic diversity among wild and domesticated accessions revealed genomic regions bearing the signature of selection under domestication. This reference assembly will serve as a resource for accelerating the genome-assisted improvement of modern wheat varieties.


Asunto(s)
Productos Agrícolas/genética , Domesticación , Genes de Plantas , Tetraploidía , Triticum/genética , Evolución Biológica , Mutación , Fitomejoramiento , Sintenía
8.
Genome Res ; 27(5): 885-896, 2017 05.
Artículo en Inglés | MEDLINE | ID: mdl-28420692

RESUMEN

Advances in genome sequencing and assembly technologies are generating many high-quality genome sequences, but assemblies of large, repeat-rich polyploid genomes, such as that of bread wheat, remain fragmented and incomplete. We have generated a new wheat whole-genome shotgun sequence assembly using a combination of optimized data types and an assembly algorithm designed to deal with large and complex genomes. The new assembly represents >78% of the genome with a scaffold N50 of 88.8 kb that has a high fidelity to the input data. Our new annotation combines strand-specific Illumina RNA-seq and Pacific Biosciences (PacBio) full-length cDNAs to identify 104,091 high-confidence protein-coding genes and 10,156 noncoding RNA genes. We confirmed three known and identified one novel genome rearrangements. Our approach enables the rapid and scalable assembly of wheat genomes, the identification of structural variants, and the definition of complete gene models, all powerful resources for trait analysis and breeding of this key global crop.


Asunto(s)
Mapeo Contig/métodos , Genoma de Planta , Anotación de Secuencia Molecular/métodos , Proteínas de Plantas/genética , Translocación Genética , Triticum/genética , Algoritmos , Mapeo Contig/normas , Anotación de Secuencia Molecular/normas , Polimorfismo Genético , Poliploidía
9.
Plant Genome ; 9(1)2016 03.
Artículo en Inglés | MEDLINE | ID: mdl-27898761

RESUMEN

The genome sequences of many important Triticeae species, including bread wheat ( L.) and barley ( L.), remained uncharacterized for a long time because their high repeat content, large sizes, and polyploidy. As a result of improvements in sequencing technologies and novel analyses strategies, several of these have recently been deciphered. These efforts have generated new insights into Triticeae biology and genome organization and have important implications for downstream usage by breeders, experimental biologists, and comparative genomicists. transPLANT () is an EU-funded project aimed at constructing hardware, software, and data infrastructure for genome-scale research in the life sciences. Since the Triticeae data are intrinsically complex, heterogenous, and distributed, the transPLANT consortium has undertaken efforts to develop common data formats and tools that enable the exchange and integration of data from distributed resources. Here we present an overview of the individual Triticeae genome resources hosted by transPLANT partners, introduce the objectives of transPLANT, and outline common developments and interfaces supporting integrated data access.


Asunto(s)
Genoma de Planta , Genómica/métodos , Poaceae/genética , Evolución Molecular , Hordeum/genética , Poliploidía , Triticum/genética
10.
PLoS One ; 9(10): e110232, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25333472

RESUMEN

Nitric oxide (NO) is an important signaling molecule that regulates many physiological processes in plants. One of the most important regulatory mechanisms of NO is S-nitrosylation-the covalent attachment of NO to cysteine residues. Although the involvement of cysteine S-nitrosylation in the regulation of protein functions is well established, its substrate specificity remains unknown. Identification of candidates for S-nitrosylation and their target cysteine residues is fundamental for studying the molecular mechanisms and regulatory roles of S-nitrosylation in plants. Several experimental methods that are based on the biotin switch have been developed to identify target proteins for S-nitrosylation. However, these methods have their limits. Thus, computational methods are attracting considerable attention for the identification of modification sites in proteins. Using GPS-SNO version 1.0, a recently developed S-nitrosylation site-prediction program, a set of 16,610 candidate proteins for S-nitrosylation containing 31,900 S-nitrosylation sites was isolated from the entire Arabidopsis proteome using the medium threshold. In the compartments "chloroplast," "CUL4-RING ubiquitin ligase complex," and "membrane" more than 70% of the proteins were identified as candidates for S-nitrosylation. The high number of identified candidates in the proteome reflects the importance of redox signaling in these compartments. An analysis of the functional distribution of the predicted candidates showed that proteins involved in signaling processes exhibited the highest prediction rate. In a set of 46 proteins, where 53 putative S-nitrosylation sites were already experimentally determined, the GPS-SNO program predicted 60 S-nitrosylation sites, but only 11 overlap with the results of the experimental approach. In general, a computer-assisted method for the prediction of targets for S-nitrosylation is a very good tool; however, further development, such as including the three dimensional structure of proteins in such analyses, would improve the identification of S-nitrosylation sites.


Asunto(s)
Proteínas de Arabidopsis/química , Arabidopsis/metabolismo , Biología Computacional , Secuencia de Aminoácidos , Proteínas de Arabidopsis/clasificación , Proteínas de Arabidopsis/metabolismo , Cisteína/química , Bases de Datos de Proteínas , Datos de Secuencia Molecular , Óxido Nítrico/química , Óxido Nítrico/metabolismo , Oxidación-Reducción , Proteoma/análisis , Proteómica , S-Nitrosotioles/química , Transducción de Señal , Programas Informáticos , Interfaz Usuario-Computador
11.
Science ; 345(6194): 1250092, 2014 Jul 18.
Artículo en Inglés | MEDLINE | ID: mdl-25035499

RESUMEN

The allohexaploid bread wheat genome consists of three closely related subgenomes (A, B, and D), but a clear understanding of their phylogenetic history has been lacking. We used genome assemblies of bread wheat and five diploid relatives to analyze genome-wide samples of gene trees, as well as to estimate evolutionary relatedness and divergence times. We show that the A and B genomes diverged from a common ancestor ~7 million years ago and that these genomes gave rise to the D genome through homoploid hybrid speciation 1 to 2 million years later. Our findings imply that the present-day bread wheat genome is a product of multiple rounds of hybrid speciation (homoploid and polyploid) and lay the foundation for a new framework for understanding the wheat genome as a multilevel phylogenetic mosaic.


Asunto(s)
Pan , Evolución Molecular , Genoma de Planta , Hibridación Genética , Triticum/genética , Genes de Plantas , Filogenia , Poliploidía , Triticum/clasificación
12.
Plant Methods ; 9(1): 35, 2013 Sep 06.
Artículo en Inglés | MEDLINE | ID: mdl-24011260

RESUMEN

The genomic sequences of many important Triticeae crop species are hard to assemble and analyse due to their large genome sizes, (in part) polyploid genomes and high repeat content. Recently, the draft genomes of barley and bread wheat were reported thanks to cost-efficient and fast NGS technologies. The genome of barley is estimated to be 5 Gb in size whereas the genome of bread wheat accounts for 17 Gb and harbours an allo-hexaploid genome. Direct assembly of the sequence reads and access to the gene content is hampered by the repeat content. As a consequence, novel strategies and data analysis concepts had to be developed to provide much-needed whole genome sequence surveys and access to the gene repertoires. Here we describe some analytical strategies that now enable structuring of massive NGS data generated and pave the way towards structured and ordered sequence data and gene order. Specifically we report on the GenomeZipper, a synteny driven approach to order and structure NGS survey sequences of grass genomes that lack a physical map. In addition, to access and analyse the gene repertoire of allo-hexaploid bread wheat from the raw sequence reads, a reference-guided approach was developed utilizing representative genes from rice, Brachypodium distachyon, sorghum and barley. Stringent sub-assembly on the reference genes prevented collapsing of homeologous wheat genes and allowed to estimate gene retention rate and determine gene family sizes. Genomic sequences from the wheat sub-genome progenitors enabled to discriminate a large number of sub-assemblies between the wheat A, B or D sub-genome using machine learning algorithms. Many of the concepts outlined here can readily be applied to other complex plant and non-plant genomes.

13.
Nature ; 496(7443): 91-5, 2013 Apr 04.
Artículo en Inglés | MEDLINE | ID: mdl-23535592

RESUMEN

About 8,000 years ago in the Fertile Crescent, a spontaneous hybridization of the wild diploid grass Aegilops tauschii (2n = 14; DD) with the cultivated tetraploid wheat Triticum turgidum (2n = 4x = 28; AABB) resulted in hexaploid wheat (T. aestivum; 2n = 6x = 42; AABBDD). Wheat has since become a primary staple crop worldwide as a result of its enhanced adaptability to a wide range of climates and improved grain quality for the production of baker's flour. Here we describe sequencing the Ae. tauschii genome and obtaining a roughly 90-fold depth of short reads from libraries with various insert sizes, to gain a better understanding of this genetically complex plant. The assembled scaffolds represented 83.4% of the genome, of which 65.9% comprised transposable elements. We generated comprehensive RNA-Seq data and used it to identify 43,150 protein-coding genes, of which 30,697 (71.1%) were uniquely anchored to chromosomes with an integrated high-density genetic map. Whole-genome analysis revealed gene family expansion in Ae. tauschii of agronomically relevant gene families that were associated with disease resistance, abiotic stress tolerance and grain quality. This draft genome sequence provides insight into the environmental adaptation of bread wheat and can aid in defining the large and complicated genomes of wheat species.


Asunto(s)
Adaptación Fisiológica/genética , Genoma de Planta/genética , Poaceae/genética , Triticum/genética , Brachypodium/genética , Mapeo Cromosómico , Cromosomas de las Plantas/genética , Elementos Transponibles de ADN/genética , Resistencia a la Enfermedad/genética , Genes de Plantas/genética , Hordeum/genética , Datos de Secuencia Molecular , Enfermedades de las Plantas , Poliploidía , Análisis de Secuencia de ARN , Factores de Transcripción/genética , Triticum/fisiología
14.
Nature ; 491(7426): 705-10, 2012 Nov 29.
Artículo en Inglés | MEDLINE | ID: mdl-23192148

RESUMEN

Bread wheat (Triticum aestivum) is a globally important crop, accounting for 20 per cent of the calories consumed by humans. Major efforts are underway worldwide to increase wheat production by extending genetic diversity and analysing key traits, and genomic resources can accelerate progress. But so far the very large size and polyploid complexity of the bread wheat genome have been substantial barriers to genome analysis. Here we report the sequencing of its large, 17-gigabase-pair, hexaploid genome using 454 pyrosequencing, and comparison of this with the sequences of diploid ancestral and progenitor genomes. We identified between 94,000 and 96,000 genes, and assigned two-thirds to the three component genomes (A, B and D) of hexaploid wheat. High-resolution synteny maps identified many small disruptions to conserved gene order. We show that the hexaploid genome is highly dynamic, with significant loss of gene family members on polyploidization and domestication, and an abundance of gene fragments. Several classes of genes involved in energy harvesting, metabolism and growth are among expanded gene families that could be associated with crop productivity. Our analyses, coupled with the identification of extensive genetic variation, provide a resource for accelerating gene discovery and improving this major crop.


Asunto(s)
Pan , Genoma de Planta/genética , Triticum/genética , Brachypodium/genética , Cromosomas de las Plantas/genética , Productos Agrícolas/genética , ADN Complementario/genética , ADN de Plantas/genética , Evolución Molecular , Genes de Plantas/genética , Genómica , Familia de Multigenes/genética , Oryza/genética , Polimorfismo de Nucleótido Simple/genética , Poliploidía , Seudogenes/genética , Alineación de Secuencia , Análisis de Secuencia de ADN , Triticum/clasificación , Zea mays/genética
15.
Plant Physiol ; 160(4): 2285-99, 2012 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-23085839

RESUMEN

In cucurbits, phloem latex exudes from cut sieve tubes of the extrafascicular phloem (EFP), serving in defense against herbivores. We analyzed inducible defense mechanisms in the EFP of pumpkin (Cucurbita maxima) after leaf damage. As an early systemic response, wounding elicited transient accumulation of jasmonates and a decrease in exudation probably due to partial sieve tube occlusion by callose. The energy status of the EFP was enhanced as indicated by increased levels of ATP, phosphate, and intermediates of the citric acid cycle. Gas chromatography coupled to mass spectrometry also revealed that sucrose transport, gluconeogenesis/glycolysis, and amino acid metabolism were up-regulated after wounding. Combining ProteoMiner technology for the enrichment of low-abundance proteins with stable isotope-coded protein labeling, we identified 51 wound-regulated phloem proteins. Two Sucrose-Nonfermenting1-related protein kinases and a 32-kD 14-3-3 protein are candidate central regulators of stress metabolism in the EFP. Other proteins, such as the Silverleaf Whitefly-Induced Protein1, Mitogen Activated Protein Kinase6, and Heat Shock Protein81, have known defensive functions. Isotope-coded protein labeling and western-blot analyses indicated that Cyclophilin18 is a reliable marker for stress responses of the EFP. As a hint toward the induction of redox signaling, we have observed delayed oxidation-triggered polymerization of the major Phloem Protein1 (PP1) and PP2, which correlated with a decline in carbonylation of PP2. In sum, wounding triggered transient sieve tube occlusion, enhanced energy metabolism, and accumulation of defense-related proteins in the pumpkin EFP. The systemic wound response was mediated by jasmonate and redox signaling.


Asunto(s)
Cucurbita/metabolismo , Marcaje Isotópico/métodos , Metabolómica/métodos , Floema/metabolismo , Proteínas de Plantas/metabolismo , Adenosina Trifosfato/metabolismo , Aminoácidos/biosíntesis , Transporte Biológico , Metabolismo de los Hidratos de Carbono , Ciclopentanos/metabolismo , Metabolismo Energético , Látex/metabolismo , Oxidación-Reducción , Oxilipinas/metabolismo , Exudados de Plantas/metabolismo , Hojas de la Planta/fisiología , Polisacáridos/metabolismo , Transducción de Señal , Sacarosa/metabolismo
16.
Nucleic Acids Res ; 39(Database issue): D220-4, 2011 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-21109531

RESUMEN

The Munich Information Center for Protein Sequences (MIPS at the Helmholtz Center for Environmental Health, Neuherberg, Germany) has many years of experience in providing annotated collections of biological data. Selected data sets of high relevance, such as model genomes, are subjected to careful manual curation, while the bulk of high-throughput data is annotated by automatic means. High-quality reference resources developed in the past and still actively maintained include Saccharomyces cerevisiae, Neurospora crassa and Arabidopsis thaliana genome databases as well as several protein interaction data sets (MPACT, MPPI and CORUM). More recent projects are PhenomiR, the database on microRNA-related phenotypes, and MIPS PlantsDB for integrative and comparative plant genome research. The interlinked resources SIMAP and PEDANT provide homology relationships as well as up-to-date and consistent annotation for 38,000,000 protein sequences. PPLIPS and CCancer are versatile tools for proteomics and functional genomics interfacing to a database of compilations from gene lists extracted from literature. A novel literature-mining tool, EXCERBT, gives access to structured information on classified relations between genes, proteins, phenotypes and diseases extracted from Medline abstracts by semantic analysis. All databases described here, as well as the detailed descriptions of our projects can be accessed through the MIPS WWW server (http://mips.helmholtz-muenchen.de).


Asunto(s)
Bases de Datos Genéticas , Minería de Datos , Bases de Datos de Proteínas , Genes Relacionados con las Neoplasias , Genoma de Planta , Genómica , Metabolómica , MicroARNs/metabolismo , Fenotipo , Proteómica , Análisis de Secuencia de Proteína , Integración de Sistemas
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