Development of EST database and transcriptome analysis in the leaves of Brassica rapa using a newly developed pipeline

Brassica rapa L. (AA, 2n = 20), an A genome diploid species of Brassica genus is of researchers interest recent days since enormous amount of data is available about the genome. Since EST analysis is a powerful tool in gene discovery we compared different existing methods and developed a new pipelin...

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Published in:Genes & genomics Vol. 34; no. 6; pp. 671 - 679
Main Authors: Dhandapani, Vignesh, Chungnam National University, Daejeon, Republic of Korea, Choi, S.R., Chungnam National University, Daejeon, Republic of Korea, Paul, Parameswari, Chungnam National University, Daejeon, Republic of Korea, Kim, Y.K., NH Seed Research and Development Center, National Agricultural Cooperative Federation, Anseong, Republic of Korea, Ramchiary, Nirala, Chungnam National University, Daejeon, Republic of Korea, Hur, Y.K., Chungnam National University, Daejeon, Republic of Korea, Lim, Y.P., Chungnam National University, Daejeon, Republic of Korea
Format: Journal Article
Language:English
Published: Heidelberg The Genetics Society of Korea 01-12-2012
한국유전학회
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Abstract Brassica rapa L. (AA, 2n = 20), an A genome diploid species of Brassica genus is of researchers interest recent days since enormous amount of data is available about the genome. Since EST analysis is a powerful tool in gene discovery we compared different existing methods and developed a new pipeline for EST computational analysis to analyze the available data. A total of 1,438 expressed sequence tags sizing from 83 to 2,023 base pairs were generated and subjected to various types of analysis. Cluster analysis of these ESTs identified 969 unique sequences called unigenes, with 162 contigs and 807 singlets. Similarity search produced 704 significant hits with E-value greater-than or equal to 10∨-5. The functions of the best hits were annotated by gene ontology (GO) analysis. Additionally, we classified 293 and 541 unigenes based on their functions, using Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways and protein structural domain databases, respectively. We also identified and categorized 171 microsatellites into di-, tri-, tetra-, and penta nucleotide repeats, and designed primers. Possible open reading frames (ORFs) were predicted for 960 unigenes, by the comparison with a primary protein sequence database. In silico mapping of partial unigenes were done in bacterial artificial chromosome (BAC) sequences, downloaded from the Brassica genome project website. We determined 149 single nucleotide polymorphisms (SNPs) and 3 indels from the coding region of 27 unigenes of B. rapa and similar Brassica napus ESTs clusters. All the generated EST sequences were submitted to the GenBank EST database (dbEST) as accessions from CO749247 to CO750425.
AbstractList Brassica rapa L. (AA, 2n = 20), an A genome diploid species of Brassica genus is of researchers interest recent days since enormous amount of data is available about the genome. Since EST analysis is a powerful tool in gene discovery we compared different existing methods and developed a new pipeline for EST computational analysis to analyze the available data. A total of 1,438 expressed sequence tags sizing from 83 to 2,023 base pairs were generated and subjected to various types of analysis. Cluster analysis of these ESTs identified 969 unique sequences called unigenes, with 162 contigs and 807 singlets. Similarity search produced 704 significant hits with E-value ≥ 10 −5 . The functions of the best hits were annotated by gene ontology (GO) analysis. Additionally, we classified 293 and 541 unigenes based on their functions, using Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways and protein structural domain databases, respectively. We also identified and categorized 171 microsatellites into di-, tri-, tetra-, and penta nucleotide repeats, and designed primers. Possible open reading frames (ORFs) were predicted for 960 unigenes, by the comparison with a primary protein sequence database. In silico mapping of partial unigenes were done in bacterial artificial chromosome (BAC) sequences, downloaded from the Brassica genome project website. We determined 149 single nucleotide polymorphisms (SNPs) and 3 indels from the coding region of 27 unigenes of B. rapa and similar Brassica napus ESTs clusters. All the generated EST sequences were submitted to the GenBank EST database (dbEST) as accessions from CO749247 to CO750425. Graphical abstract
Brassica rapa L. (AA, 2n = 20), an A genome diploid species of Brassica genus is of researchers interest recent days since enormous amount of data is available about the genome. Since EST analysis is a powerful tool in gene discovery we compared different existing methods and developed a new pipeline for EST computational analysis to analyze the available data. A total of 1,438 expressed sequence tags sizing from 83 to 2,023 base pairs were generated and subjected to various types of analysis. Cluster analysis of these ESTs identified 969 unique sequences called unigenes, with 162 contigs and 807 singlets. Similarity search produced 704 significant hits with E-value greater-than or equal to 10∨-5. The functions of the best hits were annotated by gene ontology (GO) analysis. Additionally, we classified 293 and 541 unigenes based on their functions, using Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways and protein structural domain databases, respectively. We also identified and categorized 171 microsatellites into di-, tri-, tetra-, and penta nucleotide repeats, and designed primers. Possible open reading frames (ORFs) were predicted for 960 unigenes, by the comparison with a primary protein sequence database. In silico mapping of partial unigenes were done in bacterial artificial chromosome (BAC) sequences, downloaded from the Brassica genome project website. We determined 149 single nucleotide polymorphisms (SNPs) and 3 indels from the coding region of 27 unigenes of B. rapa and similar Brassica napus ESTs clusters. All the generated EST sequences were submitted to the GenBank EST database (dbEST) as accessions from CO749247 to CO750425.
Brassica rapa L. (AA, 2n = 20), an A genome diploid species of Brassica genus is of researchers interest recent days since enormous amount of data is available about the genome. Since EST analysis is a powerful tool in gene discovery we compared different existing methods and developed a new pipeline for EST computational analysis to analyze the available data. A total of 1,438 expressed sequence tags sizing from 83 to 2,023 base pairs were generated and subjected to various types of analysis. Cluster analysis of these ESTs identified 969unique sequences called unigenes, with 162 contigs and 807singlets. Similarity search produced 704 significant hits with E-value ≥ 10-5. The functions of the best hits were annotated by gene ontology (GO) analysis. Additionally, we classified 293 and 541 unigenes based on their functions, using Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways and protein structural domain databases, respectively. We also identified and categorized 171 microsatellites into di-, tri-, tetra-,and penta nucleotide repeats, and designed primers. Possible open reading frames (ORFs) were predicted for 960unigenes, by the comparison with a primary protein sequence database. In silico mapping of partial unigenes were done in bacterial artificial chromosome (BAC) sequences, downloaded from the Brassica genome project website. We determined 149single nucleotide polymorphisms (SNPs) and 3 indels from the coding region of 27 unigenes of B. rapa and similar Brassica napus ESTs clusters. All the generated EST sequences were submitted to the GenBank EST database (dbEST) as accessions from CO749247 to CO750425. KCI Citation Count: 3
Author Choi, S.R., Chungnam National University, Daejeon, Republic of Korea
Lim, Y.P., Chungnam National University, Daejeon, Republic of Korea
Paul, Parameswari, Chungnam National University, Daejeon, Republic of Korea
Kim, Y.K., NH Seed Research and Development Center, National Agricultural Cooperative Federation, Anseong, Republic of Korea
Ramchiary, Nirala, Chungnam National University, Daejeon, Republic of Korea
Dhandapani, Vignesh, Chungnam National University, Daejeon, Republic of Korea
Hur, Y.K., Chungnam National University, Daejeon, Republic of Korea
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Snippet Brassica rapa L. (AA, 2n = 20), an A genome diploid species of Brassica genus is of researchers interest recent days since enormous amount of data is available...
Brassica rapa L. (AA, 2n = 20), an A genome diploid species of Brassica genus is of researchers interest recent days since enormous amount of data is available...
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SubjectTerms Animal Genetics and Genomics
Biomedical and Life Sciences
BRASSICA CAMPESTRIS
Expressed sequence tag
Functional annotation
Human Genetics
Life Sciences
Microbial Genetics and Genomics
Plant Genetics and Genomics
Research Article
Transcriptome
생물학
Title Development of EST database and transcriptome analysis in the leaves of Brassica rapa using a newly developed pipeline
URI https://link.springer.com/article/10.1007/s13258-012-0015-y
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