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1.
BMC Plant Biol ; 17(1): 115, 2017 07 06.
Article in English | MEDLINE | ID: mdl-28683715

ABSTRACT

BACKGROUND: Cytosine methylation in plant genomes is important for the regulation of gene transcription and transposon activity. Genome-wide methylomes are studied upon mutation of the DNA methyltransferases, adaptation to environmental stresses or during development. However, from basic biology to breeding programs, there is a need to monitor multiple samples to determine transgenerational methylation inheritance or differential cytosine methylation. Methylome data obtained by sodium hydrogen sulfite (bisulfite)-conversion and next-generation sequencing (NGS) provide genome-wide information on cytosine methylation. However, a profiling method that detects cytosine methylation state dispersed over the genome would allow high-throughput analysis of multiple plant samples with distinct epigenetic signatures. We use specific restriction endonucleases to enrich for cytosine coverage in a bisulfite and NGS-based profiling method, which was compared to whole-genome bisulfite sequencing of the same plant material. METHODS: We established an effective methylome profiling method in plants, termed plant-reduced representation bisulfite sequencing (plant-RRBS), using optimized double restriction endonuclease digestion, fragment end repair, adapter ligation, followed by bisulfite conversion, PCR amplification and NGS. We report a performant laboratory protocol and a straightforward bioinformatics data analysis pipeline for plant-RRBS, applicable for any reference-sequenced plant species. RESULTS: As a proof of concept, methylome profiling was performed using an Oryza sativa ssp. indica pure breeding line and a derived epigenetically altered line (epiline). Plant-RRBS detects methylation levels at tens of millions of cytosine positions deduced from bisulfite conversion in multiple samples. To evaluate the method, the coverage of cytosine positions, the intra-line similarity and the differential cytosine methylation levels between the pure breeding line and the epiline were determined. Plant-RRBS reproducibly covers commonly up to one fourth of the cytosine positions in the rice genome when using MspI-DpnII within a group of five biological replicates of a line. The method predominantly detects cytosine methylation in putative promoter regions and not-annotated regions in rice. CONCLUSIONS: Plant-RRBS offers high-throughput and broad, genome-dispersed methylation detection by effective read number generation obtained from reproducibly covered genome fractions using optimized endonuclease combinations, facilitating comparative analyses of multi-sample studies for cytosine methylation and transgenerational stability in experimental material and plant breeding populations.


Subject(s)
DNA Methylation , Genetic Techniques , Genome, Plant , Cytosine/metabolism , DNA Restriction Enzymes , Oryza , Sulfites
2.
Plant Physiol ; 168(4): 1338-50, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26082400

ABSTRACT

To increase both the yield potential and stability of crops, integrated breeding strategies are used that have mostly a direct genetic basis, but the utility of epigenetics to improve complex traits is unclear. A better understanding of the status of the epigenome and its contribution to agronomic performance would help in developing approaches to incorporate the epigenetic component of complex traits into breeding programs. Starting from isogenic canola (Brassica napus) lines, epilines were generated by selecting, repeatedly for three generations, for increased energy use efficiency and drought tolerance. These epilines had an enhanced energy use efficiency, drought tolerance, and nitrogen use efficiency. Transcriptome analysis of the epilines and a line selected for its energy use efficiency solely revealed common differentially expressed genes related to the onset of stress tolerance-regulating signaling events. Genes related to responses to salt, osmotic, abscisic acid, and drought treatments were specifically differentially expressed in the drought-tolerant epilines. The status of the epigenome, scored as differential trimethylation of lysine-4 of histone 3, further supported the phenotype by targeting drought-responsive genes and facilitating the transcription of the differentially expressed genes. From these results, we conclude that the canola epigenome can be shaped by selection to increase energy use efficiency and stress tolerance. Hence, these findings warrant the further development of strategies to incorporate epigenetics into breeding.


Subject(s)
Abscisic Acid/metabolism , Brassica napus/genetics , Epigenesis, Genetic , Plant Growth Regulators/metabolism , Transcriptome , Brassica napus/physiology , Breeding , Crops, Agricultural , Droughts , Energy Metabolism , Epigenomics , Gene Expression Profiling , Gene Expression Regulation, Plant , Osmosis , Phenotype , Sequence Analysis, RNA , Stress, Physiological
3.
Mar Genomics ; 14: 39-46, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24055261

ABSTRACT

In every eukaryotic organism, unidirectional cell cycle progression is driven by controlled proteolysis. Here, we present the identification of two ubiquitin ligase complexes in the diatom Phaeodactylum tricornutum, the SCF and APC/C, being important for temporal controlled degradation of key cell division proteins. We annotated and analyzed the conservation of all subunits of both complexes in P. tricornutum. Expression analysis during a synchronized cell cycle showed that the SCF complex subunits are transcribed at the G1-to-S phase transition. In contrast, expression of the APC/C subunits is relatively constant, except for its activators that are differentially expressed: CDC20 is highly expressed at mitosis, while CDH1 is transcribed at late M and during G1, suggesting temporal activation of the different complexes. Furthermore, we performed in silico prediction of APC/C targets through destruction box (D-box) and KEN box analysis, two known degrons for substrate recognition of the APC/C complexes. For this, we focused on the expanded set of diatom cyclins, including the diatom-specific cyclins. Interestingly, we could find D-boxes for most mitotically expressed cyclins, but also some of the G1/S cyclins. Thus, it appears that in analogy with what is known in other organisms, tight post-translational control of the diatom cyclins might contribute to the well-coordinated cell cycle progression.


Subject(s)
Anaphase-Promoting Complex-Cyclosome/genetics , Cell Cycle/physiology , Diatoms/physiology , Protein Processing, Post-Translational/physiology , Proteolysis , SKP Cullin F-Box Protein Ligases/genetics , Cyclins/metabolism , Gene Expression Profiling , Molecular Sequence Annotation , Protein Processing, Post-Translational/genetics , Real-Time Polymerase Chain Reaction
4.
Nature ; 479(7374): 487-92, 2011 Nov 23.
Article in English | MEDLINE | ID: mdl-22113690

ABSTRACT

The spider mite Tetranychus urticae is a cosmopolitan agricultural pest with an extensive host plant range and an extreme record of pesticide resistance. Here we present the completely sequenced and annotated spider mite genome, representing the first complete chelicerate genome. At 90 megabases T. urticae has the smallest sequenced arthropod genome. Compared with other arthropods, the spider mite genome shows unique changes in the hormonal environment and organization of the Hox complex, and also reveals evolutionary innovation of silk production. We find strong signatures of polyphagy and detoxification in gene families associated with feeding on different hosts and in new gene families acquired by lateral gene transfer. Deep transcriptome analysis of mites feeding on different plants shows how this pest responds to a changing host environment. The T. urticae genome thus offers new insights into arthropod evolution and plant-herbivore interactions, and provides unique opportunities for developing novel plant protection strategies.


Subject(s)
Adaptation, Physiological/genetics , Genome/genetics , Herbivory/genetics , Tetranychidae/genetics , Tetranychidae/physiology , Adaptation, Physiological/physiology , Animals , Ecdysterone/analogs & derivatives , Ecdysterone/genetics , Evolution, Molecular , Fibroins/genetics , Gene Expression Regulation , Gene Transfer, Horizontal/genetics , Genes, Homeobox/genetics , Genomics , Herbivory/physiology , Molecular Sequence Data , Molting/genetics , Multigene Family/genetics , Nanostructures/chemistry , Plants/parasitology , Silk/biosynthesis , Silk/chemistry , Transcriptome/genetics
5.
Genome Biol ; 12(10): R100, 2011 Oct 17.
Article in English | MEDLINE | ID: mdl-22004680

ABSTRACT

BACKGROUND: Ichthyophthirius multifiliis, commonly known as Ich, is a highly pathogenic ciliate responsible for 'white spot', a disease causing significant economic losses to the global aquaculture industry. Options for disease control are extremely limited, and Ich's obligate parasitic lifestyle makes experimental studies challenging. Unlike most well-studied protozoan parasites, Ich belongs to a phylum composed primarily of free-living members. Indeed, it is closely related to the model organism Tetrahymena thermophila. Genomic studies represent a promising strategy to reduce the impact of this disease and to understand the evolutionary transition to parasitism. RESULTS: We report the sequencing, assembly and annotation of the Ich macronuclear genome. Compared with its free-living relative T. thermophila, the Ich genome is reduced approximately two-fold in length and gene density and three-fold in gene content. We analyzed in detail several gene classes with diverse functions in behavior, cellular function and host immunogenicity, including protein kinases, membrane transporters, proteases, surface antigens and cytoskeletal components and regulators. We also mapped by orthology Ich's metabolic pathways in comparison with other ciliates and a potential host organism, the zebrafish Danio rerio. CONCLUSIONS: Knowledge of the complete protein-coding and metabolic potential of Ich opens avenues for rational testing of therapeutic drugs that target functions essential to this parasite but not to its fish hosts. Also, a catalog of surface protein-encoding genes will facilitate development of more effective vaccines. The potential to use T. thermophila as a surrogate model offers promise toward controlling 'white spot' disease and understanding the adaptation to a parasitic lifestyle.


Subject(s)
Ciliophora Infections/prevention & control , Genomics/methods , Hymenostomatida/genetics , Life Cycle Stages , Zebrafish/parasitology , Animals , Antigens, Protozoan/genetics , Base Composition , Chromosome Mapping , DNA, Mitochondrial/genetics , DNA, Protozoan/genetics , Databases, Genetic , Genes, Protozoan , Genome Size , Host-Parasite Interactions , Hymenostomatida/classification , Hymenostomatida/growth & development , Hymenostomatida/pathogenicity , Ictaluridae/parasitology , Macronucleus/genetics , Membrane Transport Proteins/genetics , Metabolic Networks and Pathways , Mitochondria/enzymology , Mitochondria/genetics , Mitochondrial Proton-Translocating ATPases/genetics , Molecular Sequence Annotation , Phylogeny , Protein Kinases/classification , Protein Kinases/genetics , Protozoan Proteins/genetics , RNA, Protozoan/genetics , Zebrafish/genetics
6.
J Exp Bot ; 62(8): 2571-83, 2011 May.
Article in English | MEDLINE | ID: mdl-21273331

ABSTRACT

CLE peptides are potentially involved in nodule organ development and in the autoregulation of nodulation (AON), a systemic process that restricts nodule number. A genome-wide survey of CLE peptide genes in the soybean glycine max genome resulted in the identification of 39 GmCLE genes, the majority of which have not yet been annotated. qRT-PCR analysis indicated two different nodulation-related CLE expression patterns, one linked with nodule primordium development and a new one linked with nodule maturation. Moreover, two GmCLE gene pairs, encoding group-III CLE peptides that were previously shown to be involved in AON, had a transient expression pattern during nodule development, were induced by the essential nodulation hormone cytokinin, and one pair was also slightly induced by the addition of nitrate. Hence, our data support the hypothesis that group-III CLE peptides produced in the nodules are involved in primordium homeostasis and intertwined in activating AON, but not in sustaining it.


Subject(s)
Genes, Plant/genetics , Glycine max/genetics , Plant Root Nodulation/genetics , Cell Differentiation/drug effects , Cell Division/drug effects , Computational Biology , Cytokinins/pharmacology , Gene Expression Profiling , Gene Expression Regulation, Plant/drug effects , Indoleacetic Acids/pharmacology , Nitrates/pharmacology , Organ Specificity/drug effects , Organ Specificity/genetics , Peptides/genetics , Phylogeny , Plant Proteins/genetics , Plant Proteins/metabolism , Plant Root Nodulation/drug effects , Reverse Transcriptase Polymerase Chain Reaction , Root Nodules, Plant/cytology , Root Nodules, Plant/drug effects , Root Nodules, Plant/genetics , Root Nodules, Plant/growth & development , Glycine max/cytology , Glycine max/drug effects , Glycine max/growth & development
7.
BMC Evol Biol ; 10: 318, 2010 Oct 21.
Article in English | MEDLINE | ID: mdl-20964831

ABSTRACT

BACKGROUND: Previous studies in Ascomycetes have shown that the function of gene families of which the size is considerably larger in extant pathogens than in non-pathogens could be related to pathogenicity traits. However, by only comparing gene inventories in extant species, no insights can be gained into the evolutionary process that gave rise to these larger family sizes in pathogens. Moreover, most studies which consider gene families in extant species only tend to explain observed differences in gene family sizes by gains rather than by losses, hereby largely underestimating the impact of gene loss during genome evolution. RESULTS: In our study we used a selection of recently published genomes of Ascomycetes to analyze how gene family gains, duplications and losses have affected the origin of pathogenic traits. By analyzing the evolutionary history of gene families we found that most gene families with an enlarged size in pathogens were present in an ancestor common to both pathogens and non-pathogens. The majority of these families were selectively maintained in pathogenic lineages, but disappeared in non-pathogens. Non-pathogen-specific losses largely outnumbered pathogen-specific losses. CONCLUSIONS: We conclude that most of the proteins for pathogenicity were already present in the ancestor of the Ascomycete lineages we used in our study. Species that did not develop pathogenicity seemed to have reduced their genetic complexity compared to their ancestors. We further show that expansion of gained or already existing families in a species-specific way is important to fine-tune the specificities of the pathogenic host-fungus interaction.


Subject(s)
Ascomycota/genetics , Ascomycota/pathogenicity , Genome, Fungal/genetics , Phylogeny , Animals , Ascomycota/classification , Gene Dosage/genetics , Gene Duplication/genetics
8.
Nature ; 465(7298): 617-21, 2010 Jun 03.
Article in English | MEDLINE | ID: mdl-20520714

ABSTRACT

Brown algae (Phaeophyceae) are complex photosynthetic organisms with a very different evolutionary history to green plants, to which they are only distantly related. These seaweeds are the dominant species in rocky coastal ecosystems and they exhibit many interesting adaptations to these, often harsh, environments. Brown algae are also one of only a small number of eukaryotic lineages that have evolved complex multicellularity (Fig. 1). We report the 214 million base pair (Mbp) genome sequence of the filamentous seaweed Ectocarpus siliculosus (Dillwyn) Lyngbye, a model organism for brown algae, closely related to the kelps (Fig. 1). Genome features such as the presence of an extended set of light-harvesting and pigment biosynthesis genes and new metabolic processes such as halide metabolism help explain the ability of this organism to cope with the highly variable tidal environment. The evolution of multicellularity in this lineage is correlated with the presence of a rich array of signal transduction genes. Of particular interest is the presence of a family of receptor kinases, as the independent evolution of related molecules has been linked with the emergence of multicellularity in both the animal and green plant lineages. The Ectocarpus genome sequence represents an important step towards developing this organism as a model species, providing the possibility to combine genomic and genetic approaches to explore these and other aspects of brown algal biology further.


Subject(s)
Algal Proteins/genetics , Biological Evolution , Genome/genetics , Phaeophyceae/cytology , Phaeophyceae/genetics , Animals , Eukaryota , Evolution, Molecular , Molecular Sequence Data , Phaeophyceae/metabolism , Phylogeny , Pigments, Biological/biosynthesis , Signal Transduction/genetics
9.
BMC Genomics ; 11: 353, 2010 Jun 03.
Article in English | MEDLINE | ID: mdl-20525264

ABSTRACT

BACKGROUND: Oomycetes of the genus Phytophthora are pathogens that infect a wide range of plant species. For dicot hosts such as tomato, potato and soybean, Phytophthora is even the most important pathogen. Previous analyses of Phytophthora genomes uncovered many genes, large gene families and large genome sizes that can partially be explained by significant repeat expansion patterns. RESULTS: Analysis of the complete genomes of three different Phytophthora species, using a newly developed approach, unveiled a large number of small duplicated blocks, mainly consisting of two or three consecutive genes. Further analysis of these duplicated genes and comparison with the known gene and genome duplication history of ten other eukaryotes including parasites, algae, plants, fungi, vertebrates and invertebrates, suggests that the ancestor of P. infestans, P. sojae and P. ramorum most likely underwent a whole genome duplication (WGD). Genes that have survived in duplicate are mainly genes that are known to be preferentially retained following WGDs, but also genes important for pathogenicity and infection of the different hosts seem to have been retained in excess. As a result, the WGD might have contributed to the evolutionary and pathogenic success of Phytophthora. CONCLUSIONS: The fact that we find many small blocks of duplicated genes indicates that the genomes of Phytophthora species have been heavily rearranged following the WGD. Most likely, the high repeat content in these genomes have played an important role in this rearrangement process. As a consequence, the paucity of retained larger duplicated blocks has greatly complicated previous attempts to detect remnants of a large-scale duplication event in Phytophthora. However, as we show here, our newly developed strategy to identify very small duplicated blocks might be a useful approach to uncover ancient polyploidy events, in particular for heavily rearranged genomes.


Subject(s)
Gene Duplication , Phytophthora/genetics , Phytophthora/physiology , Plant Diseases/parasitology , Plants/parasitology , Genome/genetics , Genomics
10.
Genome Biol ; 11(2): R17, 2010.
Article in English | MEDLINE | ID: mdl-20146805

ABSTRACT

BACKGROUND: Despite the enormous importance of diatoms in aquatic ecosystems and their broad industrial potential, little is known about their life cycle control. Diatoms typically inhabit rapidly changing and unstable environments, suggesting that cell cycle regulation in diatoms must have evolved to adequately integrate various environmental signals. The recent genome sequencing of Thalassiosira pseudonana and Phaeodactylum tricornutum allows us to explore the molecular conservation of cell cycle regulation in diatoms. RESULTS: By profile-based annotation of cell cycle genes, counterparts of conserved as well as new regulators were identified in T. pseudonana and P. tricornutum. In particular, the cyclin gene family was found to be expanded extensively compared to that of other eukaryotes and a novel type of cyclins was discovered, the diatom-specific cyclins. We established a synchronization method for P. tricornutum that enabled assignment of the different annotated genes to specific cell cycle phase transitions. The diatom-specific cyclins are predominantly expressed at the G1-to-S transition and some respond to phosphate availability, hinting at a role in connecting cell division to environmental stimuli. CONCLUSION: The discovery of highly conserved and new cell cycle regulators suggests the evolution of unique control mechanisms for diatom cell division, probably contributing to their ability to adapt and survive under highly fluctuating environmental conditions.


Subject(s)
Cell Cycle/genetics , Cyclins/genetics , Diatoms/genetics , Genome-Wide Association Study , Signal Transduction/genetics , Diatoms/classification , Gene Expression Regulation , Genome , Phosphates/metabolism
11.
Nature ; 456(7219): 239-44, 2008 Nov 13.
Article in English | MEDLINE | ID: mdl-18923393

ABSTRACT

Diatoms are photosynthetic secondary endosymbionts found throughout marine and freshwater environments, and are believed to be responsible for around one-fifth of the primary productivity on Earth. The genome sequence of the marine centric diatom Thalassiosira pseudonana was recently reported, revealing a wealth of information about diatom biology. Here we report the complete genome sequence of the pennate diatom Phaeodactylum tricornutum and compare it with that of T. pseudonana to clarify evolutionary origins, functional significance and ubiquity of these features throughout diatoms. In spite of the fact that the pennate and centric lineages have only been diverging for 90 million years, their genome structures are dramatically different and a substantial fraction of genes ( approximately 40%) are not shared by these representatives of the two lineages. Analysis of molecular divergence compared with yeasts and metazoans reveals rapid rates of gene diversification in diatoms. Contributing factors include selective gene family expansions, differential losses and gains of genes and introns, and differential mobilization of transposable elements. Most significantly, we document the presence of hundreds of genes from bacteria. More than 300 of these gene transfers are found in both diatoms, attesting to their ancient origins, and many are likely to provide novel possibilities for metabolite management and for perception of environmental signals. These findings go a long way towards explaining the incredible diversity and success of the diatoms in contemporary oceans.


Subject(s)
Diatoms/genetics , Evolution, Molecular , Genome/genetics , DNA, Algal/analysis , Genes, Bacterial/genetics , Molecular Sequence Data , Protein Structure, Tertiary , Sequence Homology, Amino Acid , Signal Transduction
12.
Plant Physiol ; 148(3): 1394-411, 2008 Nov.
Article in English | MEDLINE | ID: mdl-18820084

ABSTRACT

Despite the growing interest in diatom genomics, detailed time series of gene expression in relation to key cellular processes are still lacking. Here, we investigated the relationships between the cell cycle and chloroplast development in the pennate diatom Seminavis robusta. This diatom possesses two chloroplasts with a well-orchestrated developmental cycle, common to many pennate diatoms. By assessing the effects of induced cell cycle arrest with microscopy and flow cytometry, we found that division and reorganization of the chloroplasts are initiated only after S-phase progression. Next, we quantified the expression of the S. robusta FtsZ homolog to address the division status of chloroplasts during synchronized growth and monitored microscopically their dynamics in relation to nuclear division and silicon deposition. We show that chloroplasts divide and relocate during the S/G2 phase, after which a girdle band is deposited to accommodate cell growth. Synchronized cultures of two genotypes were subsequently used for a cDNA-amplified fragment length polymorphism-based genome-wide transcript profiling, in which 917 reproducibly modulated transcripts were identified. We observed that genes involved in pigment biosynthesis and coding for light-harvesting proteins were up-regulated during G2/M phase and cell separation. Light and cell cycle progression were both found to affect fucoxanthin-chlorophyll a/c-binding protein expression and accumulation of fucoxanthin cell content. Because chloroplasts elongate at the stage of cytokinesis, cell cycle-modulated photosynthetic gene expression and synthesis of pigments in concert with cell division might balance chloroplast growth, which confirms that chloroplast biogenesis in S. robusta is tightly regulated.


Subject(s)
Cell Cycle , Chloroplasts/physiology , Diatoms/genetics , Diatoms/physiology , RNA, Messenger/genetics , Chromatography, High Pressure Liquid , DNA, Complementary , Diatoms/cytology , Flow Cytometry , Gene Expression Profiling , Molecular Sequence Data , Reverse Transcriptase Polymerase Chain Reaction
13.
Proc Natl Acad Sci U S A ; 105(9): 3427-32, 2008 Mar 04.
Article in English | MEDLINE | ID: mdl-18299576

ABSTRACT

The chromalveolates form a highly diverse and fascinating assemblage of organisms, ranging from obligatory parasites such as Plasmodium to free-living ciliates and algae such as kelps, diatoms, and dinoflagellates. Many of the species in this monophyletic grouping are of major medical, ecological, and economical importance. Nevertheless, their genome evolution is much less well studied than that of higher plants, animals, or fungi. In the current study, we have analyzed and compared 12 chromalveolate species for which whole-sequence information is available and provide a detailed picture on gene loss and gene gain in the different lineages. As expected, many gene loss and gain events can be directly correlated with the lifestyle and specific adaptations of the organisms studied. For instance, in the obligate intracellular Apicomplexa we observed massive loss of genes that play a role in general basic processes such as amino acid, carbohydrate, and lipid metabolism, reflecting the transition of a free-living to an obligate intracellular lifestyle. In contrast, many gene families show species-specific expansions, such as those in the plant pathogen oomycete Phytophthora that are involved in degrading the plant cell wall polysaccharides to facilitate the pathogen invasion process. In general, chromalveolates show a tremendous difference in genome structure and evolution and in the number of genes they have lost or gained either through duplication or horizontal gene transfer.


Subject(s)
Biological Evolution , Eukaryota/genetics , Genome , Animals , Evolution, Molecular , Genomics , Phylogeny , Plasmodium/genetics
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