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1.
BMC Genomics ; 15: 236, 2014 Mar 26.
Article in English | MEDLINE | ID: mdl-24670056

ABSTRACT

BACKGROUND: The rubber tree, Hevea brasiliensis, is a species native to the Brazilian Amazon region and it supplies almost all the world's natural rubber, a strategic raw material for a variety of products. One of the major challenges for developing rubber tree plantations is adapting the plant to biotic and abiotic stress. Transcriptome analysis is one of the main approaches for identifying the complete set of active genes in a cell or tissue for a specific developmental stage or physiological condition. RESULTS: Here, we report on the sequencing, assembling, annotation and screening for molecular markers from a pool of H. brasiliensis tissues. A total of 17,166 contigs were successfully annotated. Then, 2,191 Single Nucleotide Variation (SNV) and 1.397 Simple Sequence Repeat (SSR) loci were discriminated from the sequences. From 306 putative, mainly non-synonymous SNVs located in CDS sequences, 191 were checked for their ability to characterize 23 Hevea genotypes by an allele-specific amplification technology. For 172 (90%), the nucleotide variation at the predicted genomic location was confirmed, thus validating the different steps from sequencing to the in silico detection of the SNVs. CONCLUSIONS: This is the first study of the H. brasiliensis transcriptome, covering a wide range of tissues and organs, leading to the production of the first developed SNP markers. This process could be amplified to a larger set of in silico detected SNVs in expressed genes in order to increase the marker density in available and future genetic maps. The results obtained in this study will contribute to the H. brasiliensis genetic breeding program focused on improving of disease resistance and latex yield.


Subject(s)
Genes, Plant , Hevea/genetics , Cluster Analysis , Contig Mapping , Expressed Sequence Tags , Gene Expression Profiling , Genetic Loci , Genetic Markers , Genotype , High-Throughput Nucleotide Sequencing , Microsatellite Repeats , Polymorphism, Single Nucleotide , Sequence Analysis, RNA , Transcriptome
2.
Mol Biosyst ; 8(5): 1507-19, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22373587

ABSTRACT

This study reports on expression analysis associated with molecular systems biology of cacao-Moniliophthora perniciosa interaction. Gene expression data were obtained for two cacao genotypes (TSH1188, resistant; Catongo, susceptible) challenged or not with the fungus M. perniciosa and collected at three time points through disease. Using expression analysis, we identified 154 and 227 genes that are differentially expressed in TSH1188 and Catongo, respectively. The expression of some of these genes was confirmed by RT-qPCR. Physical protein-protein interaction (PPPI) networks of Arabidopsis thaliana orthologous proteins corresponding to resistant and susceptible interactions were obtained followed by cluster and gene ontology analyses. The integrated analysis of gene expression and systems biology allowed designing a general scheme of major mechanisms associated with witches' broom disease resistance/susceptibility. In this sense, the TSH1188 cultivar shows strong production of ROS and elicitors at the beginning of the interaction with M. perniciosa followed by resistance signal propagation and ROS detoxification. On the other hand, the Catongo genotype displays defense mechanisms that include the synthesis of some defense molecules but without success in regards to elimination of the fungus. This phase is followed by the activation of protein metabolism which is achieved with the production of proteasome associated with autophagy as a precursor mechanism of PCD. This work also identifies candidate genes for further functional studies and for genetic mapping and marker assisted selection.


Subject(s)
Cacao/genetics , Cacao/microbiology , Disease Resistance/genetics , Gene Expression Profiling/methods , Gene Regulatory Networks/genetics , Plant Diseases/immunology , Systems Biology/methods , Basidiomycota/physiology , Cluster Analysis , Disease Resistance/immunology , Disease Susceptibility/immunology , Gene Expression Regulation, Plant , Genes, Plant/genetics , Plant Diseases/genetics , Plant Diseases/microbiology , Plant Proteins/genetics , Plant Proteins/metabolism , Protein Interaction Maps , RNA, Messenger/genetics , RNA, Messenger/metabolism , Transcriptome/genetics
3.
Protein Pept Lett ; 16(12): 1429-34, 2009.
Article in English | MEDLINE | ID: mdl-20001904

ABSTRACT

Piper tuberculatum is an exotic Piper from the Amazon region that shows resistance to infection by Fusarium solani f. sp. piperis, causal agent of Fusarium disease in black pepper (Piper nigrum L.). In this work we aimed to study the interaction between P. tuberculatum and F. solani f. sp. piperis at a molecular level, using suppression subtractive hybridization to identify genes potentially related to Fusarium disease resistance. Comparative sequence analysis confirmed that clones isolated here show a high identity with genes coding for proteins that have a known role in plant defense response mechanisms, such as peroxidase, hydroxyproline-rich glycoprotein and CBL-interacting protein kinase. The present study constitutes the first effort to understand the molecular basis of this plant-pathogen interaction, identifying genes which may be used in the future genetic improvement of black pepper.


Subject(s)
Fusarium , Nucleic Acid Hybridization/methods , Piper/genetics , Plant Diseases/genetics , Plant Diseases/microbiology , Base Sequence , Glycoproteins/metabolism , Peroxidase/metabolism , Piper/enzymology , Protein Kinases/metabolism , Retroelements/genetics , Sequence Analysis, DNA
4.
Electrophoresis ; 29(11): 2391-401, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18435495

ABSTRACT

Preparation of high-quality proteins from cacao vegetative organs is difficult due to very high endogenous levels of polysaccharides and polyphenols. In order to establish a routine procedure for the application of proteomic and biochemical analysis to cacao tissues, three new protocols were developed; one for apoplastic washing fluid (AWF) extraction, and two for protein extraction--under denaturing and nondenaturing conditions. The first described method allows a quick and easy collection of AWF--using infiltration-centrifugation procedure--that is representative of its composition in intact leaves according to the smaller symplastic contamination detected by the use of the hexose phosphate isomerase marker. Protein extraction under denaturing conditions for 2-DE was remarkably improved by the combination of chemically and physically modified processes including phenol, SDS dense buffer and sonication steps. With this protocol, high-quality proteins from cacao leaves and meristems were isolated, and for the first time well-resolved 1-DE and 2-DE protein patterns of cacao vegetative organs are shown. It also appears that sonication associated with polysaccharide precipitation using tert-butanol was a crucial step for the nondenaturing protein extraction and subsequent enzymatic activity detection. It is expected that the protocols described here could help to develop high-level proteomic and biochemical studies in cacao also being applicable to other recalcitrant plant tissues.


Subject(s)
Cacao/chemistry , Plant Proteins/analysis , Proteome/analysis , Agaricales/pathogenicity , Electrophoresis, Polyacrylamide Gel , Meristem/chemistry , Plant Diseases , Plant Leaves/chemistry , Plant Proteins/isolation & purification , Protein Denaturation
5.
Mycol Res ; 112(Pt 3): 399-406, 2008 Mar.
Article in English | MEDLINE | ID: mdl-18308529

ABSTRACT

We report here the first analysis of chitinase regulation in Moniliophthora perniciosa, the causal agent of the witches' broom disease of cacao. A multivariate statistical approach was employed to evaluate the effect of several variables, including carbon and nitrogen sources and cultivation time, on M. perniciosa non-secreted (detected in mycelium, i.e. in symplasm and cell wall) and secreted (detected in the culture medium) chitinase activities. Non-secreted chitinase activity was enhanced by peptone and chitin and repressed by glucose. Chitinase secretion was increased by yeast extract alone or in combination with other nitrogen sources, and by N-acetylglucosamine, and repressed in presence of chitin. The best cultivation times for non-secreted and secreted chitinase activities were 30 and 20 d, respectively. However, chitinase activity was always higher in the mycelium than in the culture medium, suggesting a relatively poor chitinase secretion activity. Conversely, higher mycelial growth was observed when the activity of the non-secreted chitinase was at its lowest, i.e. when the fungus was grown on glucose and yeast extract as sources of carbon and nitrogen, respectively. Conversely, the induction of non-secreted chitinase activity by chitin decreased the mycelium growth. These results suggest that the culture medium, by the induction or repression of chitinases, affected the hyphal growth. Thus, as an essential component of M. perniciosa growth, chitinases may be a potential target for strategies to control disease.


Subject(s)
Agaricales/enzymology , Carbon/metabolism , Chitinases/metabolism , Nitrogen/metabolism , Agaricales/physiology , Biomass , Culture Media/chemistry , Cytoplasm/enzymology , Extracellular Space/enzymology , Fungal Proteins/metabolism , Multivariate Analysis , Mycelium/enzymology , Mycelium/growth & development , Protein Transport , Time Factors
6.
Biotechniques ; 35(3): 494-6, 498-500, 2003 Sep.
Article in English | MEDLINE | ID: mdl-14513554

ABSTRACT

Witches' broom disease, caused by Crinipellis perniciosa, is one of the major fungal diseases causing severe losses to cacao tree (Theobroma cacao L.) plantations in South America. One of the challenges associated with the understanding of the cacao and Crinipellis interaction in genomic studies is the isolation of intact nucleic acids. In this report, we describe a new, successful, and reliable procedure for the isolation of RNA from tissues of cacao tree, both infected and uninfected by Crinipellis. This protocol overcomes the problems associated with the very high amount of polyphenols and polysaccharides present in cacao organs that are not easily removed by conventional extraction procedures. The protocol requires few reagents, uses ultracentrifugation and inexpensive consumables, and can be easily applied in any laboratory. This method produced high-quality RNA that was suitable for subsequent purposes, such as reverse transcription PCR and cDNA library construction. We also report the first evidence of RNA isolation from cacao organs infected by C. perniciosa such as meristems and fruits.


Subject(s)
Basidiomycota/pathogenicity , Cacao/metabolism , Cacao/microbiology , Polymerase Chain Reaction/methods , RNA/isolation & purification , Cacao/genetics , Fruit/genetics , Fruit/metabolism , Fruit/microbiology , Plant Stems/genetics , Plant Stems/metabolism , Plant Stems/microbiology , Ultracentrifugation/methods
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