Caracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geração

Detalhes bibliográficos
Autor(a) principal: Souza, Isabela Pavanelli de
Data de Publicação: 2014
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFG
Texto Completo: http://repositorio.bc.ufg.br/tede/handle/tede/7166
Resumo: Sugarcane is known as one of the most important crops of the word for its sub products utilization. Four countries, led by Brazil, supply the sugar international trade. Ethanol is other important sugarcane sub product, recognized as an alternative product to sugar, and had great demand in Brazilian trade, for its utilization as non-fossil fuel. The sugarcane genome is one of the most complex among crops, with 10 Gb. Its complete genome is not available, but the recent innovations in genomics tools open up new possibilities for the investigations about the sugarcane’s genome. We did a genome assembly and annotation of a Brazilian sugarcane cultivar (RB867515) genome region, correspondent to eight R570 homologous sequences already published. We use high qualities paired-ends libraries produced by Illumina HiSeq 2000 sequencing platform. The reads were aligned against eight R570 BACs (Bacterial Artificial Chromosome) sequences stored in NCBI using Bowtie2. We used MaSuRCA to assemble the aligned reads de novo, and the consensus sequences were obtained with SAMtools mpileup option. The transposable elements were identified using RepeatMasker and the gene regions were annotated with Blastx against the GenBank non-redundant protein database. After that, the consensus sequences were aligned with the matching reference (R570) using ClustalW in Mega software, to look for the percentage of mismatches and conserved sites between them. We obtained the number of scaffolds bigger than 1 kb ranging from 607 to 2,884, and the longest scaffold had near 21 kb. The consensus sequence length ranged from 81 to 142 kb, and the recovery rate relative to the reference ranged from 82% to 97%. The sequences amounted 1 Mb of RB867515 cultivar genome. We identified 5,145 repeated elements, which 4,662 were microsatellite and 460 were transposable elements, amounted 225 kb of repeated sequences. Among the mobile elements, the retrotransposons comprises 15% of nucleotide composition, ranging from 8% to 29% among BACs. The 134 genes identified on the eight BAC consensus sequences comprised a total of 243 kb, resulting in a density of one gene per 7.2 kb. The average number of genes per BAC was 16, with an average gene length of 1,841 bp. The percentage of mismatches between the RB867515 and R570 BACs ranged from 0.27% to 1.32%. The sugarcane BACs correspond to homeologous genomic regions, with this alignment we can suggest high divergence inside an homeologous group.
id UFG-2_3181d88f622fb4d3aed02169ec0c39b3
oai_identifier_str oai:repositorio.bc.ufg.br:tede/7166
network_acronym_str UFG-2
network_name_str Repositório Institucional da UFG
repository_id_str
spelling Coelho, Alexandre Siqueira Guedeshttp://lattes.cnpq.br/0840926305216925Coelho, Alexandre Siqueira GuedesNovaes, EvandroCarneiro, Monalisa Sampaiohttp://lattes.cnpq.br/8116375357975926Souza, Isabela Pavanelli de2017-04-18T14:13:10Z2014-09-25SOUZA, I. P. Caracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geração. 2014. 96 f. Dissertação (Mestrado em Genética e Melhoramento de Plantas) - Universidade Federal de Goiás, Goiânia, 2014.http://repositorio.bc.ufg.br/tede/handle/tede/7166Sugarcane is known as one of the most important crops of the word for its sub products utilization. Four countries, led by Brazil, supply the sugar international trade. Ethanol is other important sugarcane sub product, recognized as an alternative product to sugar, and had great demand in Brazilian trade, for its utilization as non-fossil fuel. The sugarcane genome is one of the most complex among crops, with 10 Gb. Its complete genome is not available, but the recent innovations in genomics tools open up new possibilities for the investigations about the sugarcane’s genome. We did a genome assembly and annotation of a Brazilian sugarcane cultivar (RB867515) genome region, correspondent to eight R570 homologous sequences already published. We use high qualities paired-ends libraries produced by Illumina HiSeq 2000 sequencing platform. The reads were aligned against eight R570 BACs (Bacterial Artificial Chromosome) sequences stored in NCBI using Bowtie2. We used MaSuRCA to assemble the aligned reads de novo, and the consensus sequences were obtained with SAMtools mpileup option. The transposable elements were identified using RepeatMasker and the gene regions were annotated with Blastx against the GenBank non-redundant protein database. After that, the consensus sequences were aligned with the matching reference (R570) using ClustalW in Mega software, to look for the percentage of mismatches and conserved sites between them. We obtained the number of scaffolds bigger than 1 kb ranging from 607 to 2,884, and the longest scaffold had near 21 kb. The consensus sequence length ranged from 81 to 142 kb, and the recovery rate relative to the reference ranged from 82% to 97%. The sequences amounted 1 Mb of RB867515 cultivar genome. We identified 5,145 repeated elements, which 4,662 were microsatellite and 460 were transposable elements, amounted 225 kb of repeated sequences. Among the mobile elements, the retrotransposons comprises 15% of nucleotide composition, ranging from 8% to 29% among BACs. The 134 genes identified on the eight BAC consensus sequences comprised a total of 243 kb, resulting in a density of one gene per 7.2 kb. The average number of genes per BAC was 16, with an average gene length of 1,841 bp. The percentage of mismatches between the RB867515 and R570 BACs ranged from 0.27% to 1.32%. The sugarcane BACs correspond to homeologous genomic regions, with this alignment we can suggest high divergence inside an homeologous group.A cana-de-açúcar é reconhecida como uma das mais importante culturas do mundo, pela utilização dos seus subprodutos. O genoma da cana-de-açúcar é um dos mais complexos entre as plantas cultivadas, com aproximadamente 10 Gb. Seu genoma completo ainda não foi sequenciado, mas o surgimento e a popularização de novas ferramentas de análise genômica possibilitaram estudos refinados sobre essa cultura. Com o grande volume de informações que é possível gerar, a demanda atual é a produção ferramentas eficientes para o processamento dos dados. Foi realizado um assembly e anotação de uma região do genoma da cultivar RB867515 correspondente às sequências de 8 BACs da cultivar R570. As regiões correspondentes foram obtidas por alinhamento usando Bowtie2 com reads de bibliotecas paired-ends produzidos por sequenciador automático de nova geração e montados de novo utilizando MaSuRCA. Os scaffolds foram alinhados às sequência de referência usando BWA-SW, e as sequências consenso foram obtidas pela opção mplieup do SAMtools. Reads de cDNA de cinco tecidos vegetais, provenientes de 30 genótipos de cana-de-açúcar obtidos pela estratégia RNA-seq, foram mapeados nas sequências consenso a fim de identificar as regiões gênicas, que foram anotadas utilizando Blastx contra o banco de proteínas não redundante no GenBank. As regiões repetitivas foram determinadas pelo RepeatMasker e os microssatélites pelo IMEX. Para a comparação entre as sequências das duas cultivares, foi realizado uma alinhamento das sequências correspondentes nos dois genomas utilizando ClustalW no software Mega. O assembly das oito regiões, gerou de 607 à 2884 scaffolds maiores que 1 kb, com o maior scaffold chegando a 21 kb. As sequências consenso variam de 81 a 142 kb de tamanho, representando uma taxa de recuperação em relação à referência de 82% a 97%. O tamanho total das sequências montadas somou quase 1 Mb do genoma da cultivar de cana-deaçúcar. Em relação à anotação, foram identificados 5145 elementos genéticos repetitivos, em que 4662 são microssatélites e 460 são transposons, totalizando 225 kb em sequências repetidas ao longo dos BACs. Dentro do grupo dos elementos genéticos móveis os retrotransposons são maioria, com 15% da composição nucleotídica, variando de 8% a 29% entre os BACs. Foram identificados 134 genes nas oito sequências de cana-de-açúcar analisadas, totalizando 243 kb. O número de genes por BAC variou de 11 a 26, com uma média de 16 genes por BAC. Os genes encontrados apresentaram tamanho médio de 1841 pb, variando de 443 (BAC1) à 6316 pb (BAC3). A densidade de genes média foi de 1 gene por 7,2 kb. A porcentagem de mismatches entres as sequências dos BACs de RB867515 variou de 0,27% a 1,32%. Os BACs de cana-deaçúcar correspondem a regiões genômicas homeólogas, com o alinhamento realizado com as duas cultivares pode-se sugerir que existe alta divergência dentro do grupo de homeologia.Submitted by Luciana Ferreira (lucgeral@gmail.com) on 2017-04-18T14:12:04Z No. of bitstreams: 2 Dissertação - Isabela Pavanelli de Souza - 2014.pdf: 8334281 bytes, checksum: 3dab37e35c18875483625a1b3a46036d (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2017-04-18T14:13:10Z (GMT) No. of bitstreams: 2 Dissertação - Isabela Pavanelli de Souza - 2014.pdf: 8334281 bytes, checksum: 3dab37e35c18875483625a1b3a46036d (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2017-04-18T14:13:10Z (GMT). No. of bitstreams: 2 Dissertação - Isabela Pavanelli de Souza - 2014.pdf: 8334281 bytes, checksum: 3dab37e35c18875483625a1b3a46036d (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) Previous issue date: 2014-09-25Financiadora de Estudos e Projetos- FinepOutroapplication/pdfporUniversidade Federal de GoiásPrograma de Pós-graduação em Genética e Melhoramento de Plantas (EAEA)UFGBrasilEscola de Agronomia e Engenharia de Alimentos - EAEA (RG)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessCana-de-açúcarGenômicaBioinformáticaGenome assemblySaccharum sppIllumina readsGENETICA::GENETICA VEGETALCaracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geraçãoCharacterization of Bru1 region of sugarcane cultivar RB867515 using next generation sequencinginfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis-33250994043618731196006006006006004500684695727928426-7397920248419280716-83700820276771936322442915598251853972reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://repositorio.bc.ufg.br/tede/bitstreams/27095cfa-af65-474a-99b6-2df679862ecf/downloadbd3efa91386c1718a7f26a329fdcb468MD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849http://repositorio.bc.ufg.br/tede/bitstreams/7a863a43-7402-4d57-bc47-ef33c892ede8/download4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-80http://repositorio.bc.ufg.br/tede/bitstreams/392e5f4a-34d0-4c8a-8d0b-ff7fed73924b/downloadd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80http://repositorio.bc.ufg.br/tede/bitstreams/2e9a00c6-bfd4-4bb4-a027-4905dd9c0388/downloadd41d8cd98f00b204e9800998ecf8427eMD54ORIGINALDissertação - Isabela Pavanelli de Souza - 2014.pdfDissertação - Isabela Pavanelli de Souza - 2014.pdfapplication/pdf8334281http://repositorio.bc.ufg.br/tede/bitstreams/b4e590f7-d7f1-47fe-9649-0ed1c9cbbaff/download3dab37e35c18875483625a1b3a46036dMD55tede/71662017-04-18 11:13:10.627http://creativecommons.org/licenses/by-nc-nd/4.0/Acesso Abertoopen.accessoai:repositorio.bc.ufg.br:tede/7166http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2017-04-18T14:13:10Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)falseTk9UQTogQ09MT1FVRSBBUVVJIEEgU1VBIFBSw5NQUklBIExJQ0VOw4dBCkVzdGEgbGljZW7Dp2EgZGUgZXhlbXBsbyDDqSBmb3JuZWNpZGEgYXBlbmFzIHBhcmEgZmlucyBpbmZvcm1hdGl2b3MuCgpMSUNFTsOHQSBERSBESVNUUklCVUnDh8ODTyBOw4NPLUVYQ0xVU0lWQQoKQ29tIGEgYXByZXNlbnRhw6fDo28gZGVzdGEgbGljZW7Dp2EsIHZvY8OqIChvIGF1dG9yIChlcykgb3UgbyB0aXR1bGFyIGRvcyBkaXJlaXRvcyBkZSBhdXRvcikgY29uY2VkZSDDoCBVbml2ZXJzaWRhZGUgClhYWCAoU2lnbGEgZGEgVW5pdmVyc2lkYWRlKSBvIGRpcmVpdG8gbsOjby1leGNsdXNpdm8gZGUgcmVwcm9kdXppciwgIHRyYWR1emlyIChjb25mb3JtZSBkZWZpbmlkbyBhYmFpeG8pLCBlL291IApkaXN0cmlidWlyIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyAoaW5jbHVpbmRvIG8gcmVzdW1vKSBwb3IgdG9kbyBvIG11bmRvIG5vIGZvcm1hdG8gaW1wcmVzc28gZSBlbGV0csO0bmljbyBlIAplbSBxdWFscXVlciBtZWlvLCBpbmNsdWluZG8gb3MgZm9ybWF0b3Mgw6F1ZGlvIG91IHbDrWRlby4KClZvY8OqIGNvbmNvcmRhIHF1ZSBhIFNpZ2xhIGRlIFVuaXZlcnNpZGFkZSBwb2RlLCBzZW0gYWx0ZXJhciBvIGNvbnRlw7pkbywgdHJhbnNwb3IgYSBzdWEgdGVzZSBvdSBkaXNzZXJ0YcOnw6NvIApwYXJhIHF1YWxxdWVyIG1laW8gb3UgZm9ybWF0byBwYXJhIGZpbnMgZGUgcHJlc2VydmHDp8Ojby4KClZvY8OqIHRhbWLDqW0gY29uY29yZGEgcXVlIGEgU2lnbGEgZGUgVW5pdmVyc2lkYWRlIHBvZGUgbWFudGVyIG1haXMgZGUgdW1hIGPDs3BpYSBhIHN1YSB0ZXNlIG91IApkaXNzZXJ0YcOnw6NvIHBhcmEgZmlucyBkZSBzZWd1cmFuw6dhLCBiYWNrLXVwIGUgcHJlc2VydmHDp8Ojby4KClZvY8OqIGRlY2xhcmEgcXVlIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyDDqSBvcmlnaW5hbCBlIHF1ZSB2b2PDqiB0ZW0gbyBwb2RlciBkZSBjb25jZWRlciBvcyBkaXJlaXRvcyBjb250aWRvcyAKbmVzdGEgbGljZW7Dp2EuIFZvY8OqIHRhbWLDqW0gZGVjbGFyYSBxdWUgbyBkZXDDs3NpdG8gZGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyBuw6NvLCBxdWUgc2VqYSBkZSBzZXUgCmNvbmhlY2ltZW50bywgaW5mcmluZ2UgZGlyZWl0b3MgYXV0b3JhaXMgZGUgbmluZ3XDqW0uCgpDYXNvIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyBjb250ZW5oYSBtYXRlcmlhbCBxdWUgdm9jw6ogbsOjbyBwb3NzdWkgYSB0aXR1bGFyaWRhZGUgZG9zIGRpcmVpdG9zIGF1dG9yYWlzLCB2b2PDqiAKZGVjbGFyYSBxdWUgb2J0ZXZlIGEgcGVybWlzc8OjbyBpcnJlc3RyaXRhIGRvIGRldGVudG9yIGRvcyBkaXJlaXRvcyBhdXRvcmFpcyBwYXJhIGNvbmNlZGVyIMOgIFNpZ2xhIGRlIFVuaXZlcnNpZGFkZSAKb3MgZGlyZWl0b3MgYXByZXNlbnRhZG9zIG5lc3RhIGxpY2Vuw6dhLCBlIHF1ZSBlc3NlIG1hdGVyaWFsIGRlIHByb3ByaWVkYWRlIGRlIHRlcmNlaXJvcyBlc3TDoSBjbGFyYW1lbnRlIAppZGVudGlmaWNhZG8gZSByZWNvbmhlY2lkbyBubyB0ZXh0byBvdSBubyBjb250ZcO6ZG8gZGEgdGVzZSBvdSBkaXNzZXJ0YcOnw6NvIG9yYSBkZXBvc2l0YWRhLgoKQ0FTTyBBIFRFU0UgT1UgRElTU0VSVEHDh8ODTyBPUkEgREVQT1NJVEFEQSBURU5IQSBTSURPIFJFU1VMVEFETyBERSBVTSBQQVRST0PDjU5JTyBPVSAKQVBPSU8gREUgVU1BIEFHw4pOQ0lBIERFIEZPTUVOVE8gT1UgT1VUUk8gT1JHQU5JU01PIFFVRSBOw4NPIFNFSkEgQSBTSUdMQSBERSAKVU5JVkVSU0lEQURFLCBWT0PDiiBERUNMQVJBIFFVRSBSRVNQRUlUT1UgVE9ET1MgRSBRVUFJU1FVRVIgRElSRUlUT1MgREUgUkVWSVPDg08gQ09NTyAKVEFNQsOJTSBBUyBERU1BSVMgT0JSSUdBw4fDlUVTIEVYSUdJREFTIFBPUiBDT05UUkFUTyBPVSBBQ09SRE8uCgpBIFNpZ2xhIGRlIFVuaXZlcnNpZGFkZSBzZSBjb21wcm9tZXRlIGEgaWRlbnRpZmljYXIgY2xhcmFtZW50ZSBvIHNldSBub21lIChzKSBvdSBvKHMpIG5vbWUocykgZG8ocykgCmRldGVudG9yKGVzKSBkb3MgZGlyZWl0b3MgYXV0b3JhaXMgZGEgdGVzZSBvdSBkaXNzZXJ0YcOnw6NvLCBlIG7Do28gZmFyw6EgcXVhbHF1ZXIgYWx0ZXJhw6fDo28sIGFsw6ltIGRhcXVlbGFzIApjb25jZWRpZGFzIHBvciBlc3RhIGxpY2Vuw6dhLgo=
dc.title.por.fl_str_mv Caracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geração
dc.title.alternative.eng.fl_str_mv Characterization of Bru1 region of sugarcane cultivar RB867515 using next generation sequencing
title Caracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geração
spellingShingle Caracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geração
Souza, Isabela Pavanelli de
Cana-de-açúcar
Genômica
Bioinformática
Genome assembly
Saccharum spp
Illumina reads
GENETICA::GENETICA VEGETAL
title_short Caracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geração
title_full Caracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geração
title_fullStr Caracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geração
title_full_unstemmed Caracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geração
title_sort Caracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geração
author Souza, Isabela Pavanelli de
author_facet Souza, Isabela Pavanelli de
author_role author
dc.contributor.advisor1.fl_str_mv Coelho, Alexandre Siqueira Guedes
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0840926305216925
dc.contributor.referee1.fl_str_mv Coelho, Alexandre Siqueira Guedes
dc.contributor.referee2.fl_str_mv Novaes, Evandro
dc.contributor.referee3.fl_str_mv Carneiro, Monalisa Sampaio
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/8116375357975926
dc.contributor.author.fl_str_mv Souza, Isabela Pavanelli de
contributor_str_mv Coelho, Alexandre Siqueira Guedes
Coelho, Alexandre Siqueira Guedes
Novaes, Evandro
Carneiro, Monalisa Sampaio
dc.subject.por.fl_str_mv Cana-de-açúcar
Genômica
Bioinformática
topic Cana-de-açúcar
Genômica
Bioinformática
Genome assembly
Saccharum spp
Illumina reads
GENETICA::GENETICA VEGETAL
dc.subject.eng.fl_str_mv Genome assembly
Saccharum spp
Illumina reads
dc.subject.cnpq.fl_str_mv GENETICA::GENETICA VEGETAL
description Sugarcane is known as one of the most important crops of the word for its sub products utilization. Four countries, led by Brazil, supply the sugar international trade. Ethanol is other important sugarcane sub product, recognized as an alternative product to sugar, and had great demand in Brazilian trade, for its utilization as non-fossil fuel. The sugarcane genome is one of the most complex among crops, with 10 Gb. Its complete genome is not available, but the recent innovations in genomics tools open up new possibilities for the investigations about the sugarcane’s genome. We did a genome assembly and annotation of a Brazilian sugarcane cultivar (RB867515) genome region, correspondent to eight R570 homologous sequences already published. We use high qualities paired-ends libraries produced by Illumina HiSeq 2000 sequencing platform. The reads were aligned against eight R570 BACs (Bacterial Artificial Chromosome) sequences stored in NCBI using Bowtie2. We used MaSuRCA to assemble the aligned reads de novo, and the consensus sequences were obtained with SAMtools mpileup option. The transposable elements were identified using RepeatMasker and the gene regions were annotated with Blastx against the GenBank non-redundant protein database. After that, the consensus sequences were aligned with the matching reference (R570) using ClustalW in Mega software, to look for the percentage of mismatches and conserved sites between them. We obtained the number of scaffolds bigger than 1 kb ranging from 607 to 2,884, and the longest scaffold had near 21 kb. The consensus sequence length ranged from 81 to 142 kb, and the recovery rate relative to the reference ranged from 82% to 97%. The sequences amounted 1 Mb of RB867515 cultivar genome. We identified 5,145 repeated elements, which 4,662 were microsatellite and 460 were transposable elements, amounted 225 kb of repeated sequences. Among the mobile elements, the retrotransposons comprises 15% of nucleotide composition, ranging from 8% to 29% among BACs. The 134 genes identified on the eight BAC consensus sequences comprised a total of 243 kb, resulting in a density of one gene per 7.2 kb. The average number of genes per BAC was 16, with an average gene length of 1,841 bp. The percentage of mismatches between the RB867515 and R570 BACs ranged from 0.27% to 1.32%. The sugarcane BACs correspond to homeologous genomic regions, with this alignment we can suggest high divergence inside an homeologous group.
publishDate 2014
dc.date.issued.fl_str_mv 2014-09-25
dc.date.accessioned.fl_str_mv 2017-04-18T14:13:10Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv SOUZA, I. P. Caracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geração. 2014. 96 f. Dissertação (Mestrado em Genética e Melhoramento de Plantas) - Universidade Federal de Goiás, Goiânia, 2014.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/7166
identifier_str_mv SOUZA, I. P. Caracterização da região Bru1 no genoma da cultivar RB867515 (Saccharum spp.) utilizando sequenciamento de nova geração. 2014. 96 f. Dissertação (Mestrado em Genética e Melhoramento de Plantas) - Universidade Federal de Goiás, Goiânia, 2014.
url http://repositorio.bc.ufg.br/tede/handle/tede/7166
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv -3325099404361873119
dc.relation.confidence.fl_str_mv 600
600
600
600
600
dc.relation.department.fl_str_mv 4500684695727928426
dc.relation.cnpq.fl_str_mv -7397920248419280716
dc.relation.sponsorship.fl_str_mv -8370082027677193632
2442915598251853972
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Goiás
dc.publisher.program.fl_str_mv Programa de Pós-graduação em Genética e Melhoramento de Plantas (EAEA)
dc.publisher.initials.fl_str_mv UFG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Escola de Agronomia e Engenharia de Alimentos - EAEA (RG)
publisher.none.fl_str_mv Universidade Federal de Goiás
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFG
instname:Universidade Federal de Goiás (UFG)
instacron:UFG
instname_str Universidade Federal de Goiás (UFG)
instacron_str UFG
institution UFG
reponame_str Repositório Institucional da UFG
collection Repositório Institucional da UFG
bitstream.url.fl_str_mv http://repositorio.bc.ufg.br/tede/bitstreams/27095cfa-af65-474a-99b6-2df679862ecf/download
http://repositorio.bc.ufg.br/tede/bitstreams/7a863a43-7402-4d57-bc47-ef33c892ede8/download
http://repositorio.bc.ufg.br/tede/bitstreams/392e5f4a-34d0-4c8a-8d0b-ff7fed73924b/download
http://repositorio.bc.ufg.br/tede/bitstreams/2e9a00c6-bfd4-4bb4-a027-4905dd9c0388/download
http://repositorio.bc.ufg.br/tede/bitstreams/b4e590f7-d7f1-47fe-9649-0ed1c9cbbaff/download
bitstream.checksum.fl_str_mv bd3efa91386c1718a7f26a329fdcb468
4afdbb8c545fd630ea7db775da747b2f
d41d8cd98f00b204e9800998ecf8427e
d41d8cd98f00b204e9800998ecf8427e
3dab37e35c18875483625a1b3a46036d
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)
repository.mail.fl_str_mv tasesdissertacoes.bc@ufg.br
_version_ 1798044403016663040