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 |
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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. |
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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 |
Author_xml | – sequence: 1 fullname: Dhandapani, Vignesh, Chungnam National University, Daejeon, Republic of Korea – sequence: 2 fullname: Choi, S.R., Chungnam National University, Daejeon, Republic of Korea – sequence: 3 fullname: Paul, Parameswari, Chungnam National University, Daejeon, Republic of Korea – sequence: 4 fullname: Kim, Y.K., NH Seed Research and Development Center, National Agricultural Cooperative Federation, Anseong, Republic of Korea – sequence: 5 fullname: Ramchiary, Nirala, Chungnam National University, Daejeon, Republic of Korea – sequence: 6 fullname: Hur, Y.K., Chungnam National University, Daejeon, Republic of Korea – sequence: 7 fullname: Lim, Y.P., Chungnam National University, Daejeon, Republic of Korea |
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Cites_doi | 10.1007/s00438-005-0041-4 10.1101/gr.9.9.868 10.1126/science.2047873 10.1074/jbc.M605193200 10.1038/ng822 10.1002/prot.20264 10.1186/1471-2105-10-421 10.1038/nprot.2010.5 10.1093/bioinformatics/17.9.847 10.1186/1471-2105-11-38 10.1093/nar/gkn176 10.1093/nar/28.2.593 10.1105/tpc.110.074088 10.1016/S0005-2736(00)00132-2 10.1038/nprot.2007.131 10.1186/1471-2164-10-432 10.1104/pp.103.4.1133 10.1093/nar/28.18.3657 10.1105/tpc.12.3.405 10.1101/gr.229202. Article published online before March 2002 10.1093/nar/gki394 |
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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 |
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ispartofPNX | Genes & Genomics, 2012, 34(6), , pp.671-679 |
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