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Analysis of the Pythium ultimum transcriptome using Sanger and Pyrosequencing approaches

BACKGROUND: Pythium species are an agriculturally important genus of plant pathogens, yet are not understood well at the molecular, genetic, or genomic level. They are closely related to other oomycete plant pathogens such as Phytophthora species and are ubiquitous in their geographic distribution a...

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Autores principales: Cheung, Foo, Win, Joe, Lang, Jillian M, Hamilton, John, Vuong, Hue, Leach, Jan E, Kamoun, Sophien, André Lévesque, C, Tisserat, Ned, Buell, C Robin
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2612028/
https://www.ncbi.nlm.nih.gov/pubmed/19014603
http://dx.doi.org/10.1186/1471-2164-9-542
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author Cheung, Foo
Win, Joe
Lang, Jillian M
Hamilton, John
Vuong, Hue
Leach, Jan E
Kamoun, Sophien
André Lévesque, C
Tisserat, Ned
Buell, C Robin
author_facet Cheung, Foo
Win, Joe
Lang, Jillian M
Hamilton, John
Vuong, Hue
Leach, Jan E
Kamoun, Sophien
André Lévesque, C
Tisserat, Ned
Buell, C Robin
author_sort Cheung, Foo
collection PubMed
description BACKGROUND: Pythium species are an agriculturally important genus of plant pathogens, yet are not understood well at the molecular, genetic, or genomic level. They are closely related to other oomycete plant pathogens such as Phytophthora species and are ubiquitous in their geographic distribution and host rage. To gain a better understanding of its gene complement, we generated Expressed Sequence Tags (ESTs) from the transcriptome of Pythium ultimum DAOM BR144 (= ATCC 200006 = CBS 805.95) using two high throughput sequencing methods, Sanger-based chain termination sequencing and pyrosequencing-based sequencing-by-synthesis. RESULTS: A single half-plate pyrosequencing (454 FLX) run on adapter-ligated cDNA from a normalized cDNA population generated 90,664 reads with an average read length of 190 nucleotides following cleaning and removal of sequences shorter than 100 base pairs. After clustering and assembly, a total of 35,507 unique sequences were generated. In parallel, 9,578 reads were generated from a library constructed from the same normalized cDNA population using dideoxy chain termination Sanger sequencing, which upon clustering and assembly generated 4,689 unique sequences. A hybrid assembly of both Sanger- and pyrosequencing-derived ESTs resulted in 34,495 unique sequences with 1,110 sequences (3.2%) that were solely derived from Sanger sequencing alone. A high degree of similarity was seen between P. ultimum sequences and other sequenced plant pathogenic oomycetes with 91% of the hybrid assembly derived sequences > 500 bp having similarity to sequences from plant pathogenic Phytophthora species. An analysis of Gene Ontology assignments revealed a similar representation of molecular function ontologies in the hybrid assembly in comparison to the predicted proteomes of three Phytophthora species, suggesting a broad representation of the P. ultimum transcriptome was present in the normalized cDNA population. P. ultimum sequences with similarity to oomycete RXLR and Crinkler effectors, Kazal-like and cystatin-like protease inhibitors, and elicitins were identified. Sequences with similarity to thiamine biosynthesis enzymes that are lacking in the genome sequences of three Phytophthora species and one downy mildew were identified and could serve as useful phylogenetic markers. Furthermore, we identified 179 candidate simple sequence repeats that can be used for genotyping strains of P. ultimum. CONCLUSION: Through these two technologies, we were able to generate a robust set (~10 Mb) of transcribed sequences for P. ultimum. We were able to identify known sequences present in oomycetes as well as identify novel sequences. An ample number of candidate polymorphic markers were identified in the dataset providing resources for phylogenetic and diagnostic marker development for this species. On a technical level, in spite of the depth possible with 454 FLX platform, the Sanger and pyro-based sequencing methodologies were complementary as each method generated sequences unique to each platform.
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spelling pubmed-26120282008-12-30 Analysis of the Pythium ultimum transcriptome using Sanger and Pyrosequencing approaches Cheung, Foo Win, Joe Lang, Jillian M Hamilton, John Vuong, Hue Leach, Jan E Kamoun, Sophien André Lévesque, C Tisserat, Ned Buell, C Robin BMC Genomics Research Article BACKGROUND: Pythium species are an agriculturally important genus of plant pathogens, yet are not understood well at the molecular, genetic, or genomic level. They are closely related to other oomycete plant pathogens such as Phytophthora species and are ubiquitous in their geographic distribution and host rage. To gain a better understanding of its gene complement, we generated Expressed Sequence Tags (ESTs) from the transcriptome of Pythium ultimum DAOM BR144 (= ATCC 200006 = CBS 805.95) using two high throughput sequencing methods, Sanger-based chain termination sequencing and pyrosequencing-based sequencing-by-synthesis. RESULTS: A single half-plate pyrosequencing (454 FLX) run on adapter-ligated cDNA from a normalized cDNA population generated 90,664 reads with an average read length of 190 nucleotides following cleaning and removal of sequences shorter than 100 base pairs. After clustering and assembly, a total of 35,507 unique sequences were generated. In parallel, 9,578 reads were generated from a library constructed from the same normalized cDNA population using dideoxy chain termination Sanger sequencing, which upon clustering and assembly generated 4,689 unique sequences. A hybrid assembly of both Sanger- and pyrosequencing-derived ESTs resulted in 34,495 unique sequences with 1,110 sequences (3.2%) that were solely derived from Sanger sequencing alone. A high degree of similarity was seen between P. ultimum sequences and other sequenced plant pathogenic oomycetes with 91% of the hybrid assembly derived sequences > 500 bp having similarity to sequences from plant pathogenic Phytophthora species. An analysis of Gene Ontology assignments revealed a similar representation of molecular function ontologies in the hybrid assembly in comparison to the predicted proteomes of three Phytophthora species, suggesting a broad representation of the P. ultimum transcriptome was present in the normalized cDNA population. P. ultimum sequences with similarity to oomycete RXLR and Crinkler effectors, Kazal-like and cystatin-like protease inhibitors, and elicitins were identified. Sequences with similarity to thiamine biosynthesis enzymes that are lacking in the genome sequences of three Phytophthora species and one downy mildew were identified and could serve as useful phylogenetic markers. Furthermore, we identified 179 candidate simple sequence repeats that can be used for genotyping strains of P. ultimum. CONCLUSION: Through these two technologies, we were able to generate a robust set (~10 Mb) of transcribed sequences for P. ultimum. We were able to identify known sequences present in oomycetes as well as identify novel sequences. An ample number of candidate polymorphic markers were identified in the dataset providing resources for phylogenetic and diagnostic marker development for this species. On a technical level, in spite of the depth possible with 454 FLX platform, the Sanger and pyro-based sequencing methodologies were complementary as each method generated sequences unique to each platform. BioMed Central 2008-11-15 /pmc/articles/PMC2612028/ /pubmed/19014603 http://dx.doi.org/10.1186/1471-2164-9-542 Text en Copyright © 2008 Cheung et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Cheung, Foo
Win, Joe
Lang, Jillian M
Hamilton, John
Vuong, Hue
Leach, Jan E
Kamoun, Sophien
André Lévesque, C
Tisserat, Ned
Buell, C Robin
Analysis of the Pythium ultimum transcriptome using Sanger and Pyrosequencing approaches
title Analysis of the Pythium ultimum transcriptome using Sanger and Pyrosequencing approaches
title_full Analysis of the Pythium ultimum transcriptome using Sanger and Pyrosequencing approaches
title_fullStr Analysis of the Pythium ultimum transcriptome using Sanger and Pyrosequencing approaches
title_full_unstemmed Analysis of the Pythium ultimum transcriptome using Sanger and Pyrosequencing approaches
title_short Analysis of the Pythium ultimum transcriptome using Sanger and Pyrosequencing approaches
title_sort analysis of the pythium ultimum transcriptome using sanger and pyrosequencing approaches
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2612028/
https://www.ncbi.nlm.nih.gov/pubmed/19014603
http://dx.doi.org/10.1186/1471-2164-9-542
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