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Registro Completo |
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Biblioteca(s): |
Embrapa Agrobiologia. |
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Data corrente: |
07/02/2024 |
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Data da última atualização: |
07/02/2024 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
SILVA, H. A. da; PESSÔA, D. D. V.; MENESES, C. H. G. de; CAETANTO, V. S.; PACHECO, R. S.; ARAUJO, J. L. S. de. |
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Afiliação: |
HELDER ANDERSON DA SILVA, UFRJ; DANIELLA DUARTE VILLARINHO PESSÔA, UFRJ; CARLOS HENRIQUE GADELHA DE MENESES, UFPB; VANESSA SANTANA CAETANO, UFRJ; RAFAEL SANCHES PACHECO, UFRRJ; JEAN LUIZ SIMOES DE ARAUJO, CNPAB. |
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Título: |
Unraveling the drought-responsive transcriptomes in nodules of two common bean genotypes during biological nitrogen fixation. |
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Ano de publicação: |
2024 |
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Fonte/Imprenta: |
Frontiers in Plant Science, v. 15, 134539, jan. 2024. Sec. Plant Symbiotic Interactions |
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ISSN: |
1664-462X |
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DOI: |
https://doi.org/10.3389/fpls.2024.1345379 |
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Idioma: |
Inglês |
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Conteúdo: |
ommon bean (Phaseolus vulgaris) can efficiently fix atmospheric nitrogen when associated with Rhizobia. However, drought stress impairs plant metabolic processes, especially the biological nitrogen fixation (BNF). Here, we assessed transcriptional responses in nodules of two common bean genotypes to drought stress under BNF reliance. The RNA-Seq analysis yielded a total of 81,489,262 and 72,497,478 high quality reads for Negro Argel and BAT 477 genotypes, respectively. The reads were mapped to the Phaseolus vulgaris reference genome and expression analysis identified 145 and 1451 differentially expressed genes (DEGs) for Negro Argel and BAT 477 genotypes, respectively. Although BAT 477 had more DEGs, both genotypes shared certain drought-responsive genes, including an up-regulated heat shock protein (HSP) and a down-regulated peroxidase, indicating shared pathways activated during drought in nodule tissue. Functional analysis using MapMan software highlighted the up-regulation of genes involved in abiotic stress responses, such as HSPs and specific transcription factors (TFs), in both genotypes. There was a significant down-regulation in metabolic pathways related to antioxidant protection, hormone signaling, metabolism, and transcriptional regulation. To validate these findings, we conducted RT-qPCR experiments for ten DEGs in nodules from both genotypes, for which the expression profile was confirmed, thus reinforcing their functional relevance in the nodule responses to drought stress during BNF. BAT 477 genotype exhibited more pronounced response to drought, characterized by a high number of DEGs. The strong down-regulation of DEGs leads to transcriptional disturbances in several pathways related to stress acclimation such as hormone and antioxidant metabolism. Additionally, we identified several genes that are known to play key roles in enhancing drought tolerance, such as HSPs and crucial TFs. Our results provide new insights into the transcriptional responses in root-nodules, an underexplored tissue of plants mainly under drought conditions. This research paves the way for potential improvements in plant-bacteria interactions, contributing to common bean adaptations in the face of challenging environmental conditions. Menosommon bean (Phaseolus vulgaris) can efficiently fix atmospheric nitrogen when associated with Rhizobia. However, drought stress impairs plant metabolic processes, especially the biological nitrogen fixation (BNF). Here, we assessed transcriptional responses in nodules of two common bean genotypes to drought stress under BNF reliance. The RNA-Seq analysis yielded a total of 81,489,262 and 72,497,478 high quality reads for Negro Argel and BAT 477 genotypes, respectively. The reads were mapped to the Phaseolus vulgaris reference genome and expression analysis identified 145 and 1451 differentially expressed genes (DEGs) for Negro Argel and BAT 477 genotypes, respectively. Although BAT 477 had more DEGs, both genotypes shared certain drought-responsive genes, including an up-regulated heat shock protein (HSP) and a down-regulated peroxidase, indicating shared pathways activated during drought in nodule tissue. Functional analysis using MapMan software highlighted the up-regulation of genes involved in abiotic stress responses, such as HSPs and specific transcription factors (TFs), in both genotypes. There was a significant down-regulation in metabolic pathways related to antioxidant protection, hormone signaling, metabolism, and transcriptional regulation. To validate these findings, we conducted RT-qPCR experiments for ten DEGs in nodules from both genotypes, for which the expression profile was confirmed, thus reinforcing their functional relevance in the nodule responses to d... Mostrar Tudo |
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Palavras-Chave: |
Nodule; Plant-Bacteria Association; Transcriptome analysis. |
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Categoria do assunto: |
S Ciências Biológicas |
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Marc: |
LEADER 03089naa a2200241 a 4500
001 2161757
005 2024-02-07
008 2024 bl uuuu u00u1 u #d
022 $a1664-462X
024 7 $ahttps://doi.org/10.3389/fpls.2024.1345379$2DOI
100 1 $aSILVA, H. A. da
245 $aUnraveling the drought-responsive transcriptomes in nodules of two common bean genotypes during biological nitrogen fixation.$h[electronic resource]
260 $c2024
520 $aommon bean (Phaseolus vulgaris) can efficiently fix atmospheric nitrogen when associated with Rhizobia. However, drought stress impairs plant metabolic processes, especially the biological nitrogen fixation (BNF). Here, we assessed transcriptional responses in nodules of two common bean genotypes to drought stress under BNF reliance. The RNA-Seq analysis yielded a total of 81,489,262 and 72,497,478 high quality reads for Negro Argel and BAT 477 genotypes, respectively. The reads were mapped to the Phaseolus vulgaris reference genome and expression analysis identified 145 and 1451 differentially expressed genes (DEGs) for Negro Argel and BAT 477 genotypes, respectively. Although BAT 477 had more DEGs, both genotypes shared certain drought-responsive genes, including an up-regulated heat shock protein (HSP) and a down-regulated peroxidase, indicating shared pathways activated during drought in nodule tissue. Functional analysis using MapMan software highlighted the up-regulation of genes involved in abiotic stress responses, such as HSPs and specific transcription factors (TFs), in both genotypes. There was a significant down-regulation in metabolic pathways related to antioxidant protection, hormone signaling, metabolism, and transcriptional regulation. To validate these findings, we conducted RT-qPCR experiments for ten DEGs in nodules from both genotypes, for which the expression profile was confirmed, thus reinforcing their functional relevance in the nodule responses to drought stress during BNF. BAT 477 genotype exhibited more pronounced response to drought, characterized by a high number of DEGs. The strong down-regulation of DEGs leads to transcriptional disturbances in several pathways related to stress acclimation such as hormone and antioxidant metabolism. Additionally, we identified several genes that are known to play key roles in enhancing drought tolerance, such as HSPs and crucial TFs. Our results provide new insights into the transcriptional responses in root-nodules, an underexplored tissue of plants mainly under drought conditions. This research paves the way for potential improvements in plant-bacteria interactions, contributing to common bean adaptations in the face of challenging environmental conditions.
653 $aNodule
653 $aPlant-Bacteria Association
653 $aTranscriptome analysis
700 1 $aPESSÔA, D. D. V.
700 1 $aMENESES, C. H. G. de
700 1 $aCAETANTO, V. S.
700 1 $aPACHECO, R. S.
700 1 $aARAUJO, J. L. S. de
773 $tFrontiers in Plant Science$gv. 15, 134539, jan. 2024. Sec. Plant Symbiotic Interactions
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Embrapa Agrobiologia (CNPAB) |
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| Registros recuperados : 20 | |
| 3. |  | NOGUEIRA, E.; TIRPÁK, F.; HAMILTON, L.; ZIGO, M.; KERNS, K.; SUTOVSKY, M.; KIM, J.; VOLKMANN, D.; JOVINE, L.; TAYLOR, J. F.; SCHNABEL, R. D.; SUTOVSKY, P. A Non-synonymous point mutation in a WD-40 domain repeat of EML5 leads to decreased bovine sperm quality and fertility. Frontiers in Cell and Developmental Biology, v. 10, 872740, Apr. 2022.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 2 |
| Biblioteca(s): Embrapa Pantanal. |
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| 4. | | BEHURA, S. K.; TIZIOTO, P. C.; KIM, J.; GRUPIONI, N. V.; SEABURY, C. M.; SCHNABEL, R. D.; GERSHWIN, L. J.; VAN EEnenNAAM, A. L.; TOAF-FROSENSTEIN, R.; NEIBERGS, H. L.; REGITANO, L. C. de A.; TAYLOR, J. F. Tissue tropism in host transcriptional response to members of the bovine respiratory disease complex. Scientific Reports, v.7, n. 17938, p. 1-15, 2017.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Pecuária Sudeste. |
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| 5. | | TIZIOTO, P.; COUTINHO, L. L.; DECKER, J. E.; SCHNABEL, R. D.; ROSA, C. O.; OLIVEIRA, P. S. N.; SOUZA, M. M.; MOURÃO, G. B.; TULLIO, R. R.; CHAVES, A. S.; LANNA, D. P. D.; ZERLOTINI NETO, A.; MUDADU, M. A.; TAYLOR, J. F.; REGITANO, L. C. A. Global liver gene expression differences in Nelore steers with divergent residual feed intake phenotypes. BMC Genomics, London, v. 16, p. 1-14, 2015.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Agricultura Digital. |
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| 6. | | TIZIOTO, P.; COUTINHO, L. L.; DECKER, J. E.; SCHNABEL, R. D.; ROSA, K. O.; OLIVEIRA, P. S. N.; SOUZA, M. M.; MOURÃO, G. B.; TULLIO, R. R.; CHAVES, A. S.; LANNA, D. P. D.; ZERLOTINI NETO, A.; MUDADU, M. de A.; TAYLOR, J. F.; REGITANO, L. C. de A. Global liver gene expression differences in Nelore steers with divergent residual feed intake phenotypes. BMC Genomics, v. 16, n. 242, 2015.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Pecuária Sudeste. |
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| 7. | | TIZIOTO, P. L.; COUTINHO, L. L.; OLIVEIRA, P. S. N.; CESAR, A. S. M.; DINIZ, W. J. S.; LIMA, A. O.; ROCHA, M. I.; DECKER, J. E.; SCHNABEL, R. D.; MOURÃO, G. B.; TULLIO, R. R.; ZERLOTINI NETO, A.; TAYLOR, J. F.; REGITANO, L. C. de A. Gene expression differences in Longissimus muscle of Nelore steers genetically divergent for residual feed intake. Scientific Reports, v. 6, p. 1-12, 2016.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Agricultura Digital; Embrapa Pecuária Sudeste. |
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| 8. | | TIZIOTO, P. C.; TAYLOR, J. F.; DECKER, J. E.; GROMBONI, C. F.; MUDADU, M. de A.; SCHNABEL, R. D.; COUTINHO, L. L.; MOURÃO, G. B.; NASSU, R. T.; DONATONI, F. A. B.; THOLON, P.; SONSTEGARD, T. S.; ALENCAR, M. M. de; TULLIO, R. R.; REECY, J. M.; NOGUEIRA, A. R. de A.; REGITANO, L. C. de A. Effects of quantitative trait loci on iron content of bovine longissimus dorsi muscle. In: WORLD CONGRESS OF GENETICS APPLIED TO LIVESTOK PRODUCTION, 10., 2014, Vancouver. Proceedings... Vancouver: American Society of Animal Science, 2014. 3 p.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Pecuária Sudeste. |
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| 9. | | DECKER, J. E.; MCKAY, S. D.; ROLF, M. M.; ALCALA, A. M.; SONSTEGARD, T. S.; HANOTTE, O.; GOTHERSTROM, A.; SEABURY, C. M.; PRAHARANI, L.; BABAR, M. E.; REGITANO, L. C. de A.; YILDIZ, M. A.; HEATON, M. P.; LIU, W. S.; LEI, C. Z.; REECY, J. M.; SAIF-UR-REHMAN, M.; SCHNABEL, R. D.; TAYLOR, J. F. Worldwide patterns of ancestry, divergence, and admixture in domesticated cattle. Plos Genetics, v. 10, n. 3, e1004254, 2014. 14 p.| Tipo: Artigo em Periódico Indexado |
| Biblioteca(s): Embrapa Pecuária Sudeste. |
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| 10. | | TIZIOTO, P. C.; DECKER, J. E.; TAYLOR, J. F.; SCHNABEL, R. D.; MUDADU, M. de A.; MOURAO, G. B.; COUTINHO, L. L.; THOLON, P.; SONSTEGARD, T. S.; ROSA, A. do N.; ALENCAR, M. M. de; TULLIO, R. R.; MEDEIROS, S. R. de; NASSU, R. T.; FEIJO, G. L. D.; SILVA, L. O. C. da; TORRES JUNIOR, R. A. de A.; SIQUEIRA, F.; HIGA, R. H.; REGITANO, L. C. de A. Genome scan for meat quality traits in Nelore beef cattle. Physiological genomics, v. 45, n. 21, p. 1012-1020, 2013.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 2 |
| Biblioteca(s): Embrapa Pecuária Sudeste. |
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| 11. | | TIZIOTO, P. C.; DECKER, J. E.; TAYLOR, J. F.; SCHNABEL, R. D.; MUDADU, M. de A.; SILVA, F. L.; MOURÃO, G. B.; COUTINHO, L. L.; THOLON, P.; SONSTEGARD, T. S.; ROSA, A. do N.; ALENCAR, M. M. de; TULLIO, R. R.; MEDEIROS, S. R. de; NASSU, R. T.; FEIJO, G. L. D.; SILVA, L. O. C. da; TORRES, R. A.; SIQUEIRA, F.; HIGA, R. H.; REGITANO, L. C. de A. Genome scan for meat quality traits in Nelore beef cattle. Physiological Genomics, v. 45, n. 21, p. 1012-1020, September 2013.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 2 |
| Biblioteca(s): Embrapa Agricultura Digital; Embrapa Gado de Corte. |
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| 12. | | TIZIOTO, P. C.; DECKER, J. E.; SCHNABEL, R. D.; MUDADU, M. de A.; SILVA, F. L.; MOURÃO, G. B.; COUTINHO. L. L.; THOLON, P.; SONSTEGARD, T. S; ROSA, A. do N.; ALENCAR, M. M. de; TULLIO, R. R.; MEDEIROS, S. R.; NASSU, R. T.; FEIJO, G. L. D.; SILVA, L. O. C. da; SIQUEIRA, F.; HIGA, R. H.; TAYLOR, J. F.; REGITANO, L. C. de A. Genome scan revealed new pathways related to meat tenderness in Nelore beef cattle. In: INTERNATIONAL SYMPOSIUM ON ANIMAL FUNCTIONAL GENOMICS, 5., 2013, Guarujá. Abstract... Guarujá:[ s.n.], 2013. AB.08.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Pecuária Sudeste. |
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| 13. | | TIZIOTO, P. L.; DECKER, J. E.; SCHNABEL, R. D.; MUDADU, M. A.; SILVA, F. L.; MOURÃO, G. B.; COUTINHO, L. L.; THOLON, P.; SONSTEGARD, T. S.; ROSA, A. N.; ALENCAR, M. M.; TULLIO, R. R.; MEDEIROS, S. R.; NASSU, R. T.; FEIJÓ, G. L. D.; SILVA, L. O. C.; TORRES, R. A.; SIQUEIRA, F.; HIGA, R. H.; TAYLOR, J. F.; REGITANO, L. C. de A. Genome scan revealed new pathways related to meat tenderness in Nelore beef cattle. In: INTERNATIONAL SYMPOSIUM ON ANIMAL FUNCTIONAL GENOMICS, 5., 2013, Guarujá. Programme and abstract book... [S.l.: s.n.], 2013. p. 15. ISAFG 2013. AB.08.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Gado de Corte. |
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| 14. | | TIZIOTO, P. L.; DECKER, J. E.; SCHNABEL, R. D.; MUDADU, M. A.; SILVA, F. L.; MOURÃO, G. B.; COUTINHO, L. L.; THOLON, P.; SONSTEGARD, T. S.; ROSA, A. N.; ALENCAR, M. M.; TULLIO, R. R.; MEDEIROS, S. R.; NASSU, R. T.; FEIJÓ, G. L. D.; SILVA, L. O. C.; TORRES, R. A.; SIQUEIRA, F.; HIGA, R. H.; TAYLOR, J. F.; REGITANO, L. C. de A. Genome scan revealed new pathways related to meat tenderness in Nelore beef cattle. In: INTERNATIONAL SYMPOSIUM ON ANIMAL FUNCTIONAL GENOMICS, 5., 2013, Guarujá. Programme and abstract book... [S.l.: s.n.], 2013. p. 15. ISAFG 2013. AB.08.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Agricultura Digital. |
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| 15. | | DECKER, J. E.; PIRES, J. C.; CONANT, G. C.; MCKAY, S. D.; HEATON, M. P.; VILKKI, J.; CHEN, K.; COOPER, A.; SEABURY, C. M.; CAETANO, A. R.; JOHNSON, G. S.; BRENNEMAN, R. A.; HANOTTE, O.; COUTINHO, L. L.; BABAR, M. E.; EGGERT, L. S.; WIENER, P.; KIM, J.-J.; KIM, K. S.; SONSTEGARD, T. S.; TASSELL, C. P. van; NEIBERGS, H. L.; SCHNABEL, R. D.; TAYLOR, J. F. Divergence times and signatures of selection from phylogenomic analysis of Pecoran species. In: INTERNATIONAL PLANT & ANIMAL GENOMES CONFERENCE, 17., 2009, San Diego, CA. [Proceedings...]. [S. l.: s.n.], 2009.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Recursos Genéticos e Biotecnologia. |
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| 16. | | TIZIOTO, P. C.; TAYLOR, J. F.; DECKER, J. E.; GROMBONI, C. F.; MUDADU, M. de A.; SCHNABEL, R. D.; COUTINHO, L. L.; MOURAO, G. B.; OLIVEIRA, P. S. N. de; SOUZA, M. M.; REECY, J. M.; NASSU, R. T.; DONATONI, F. A. B.; THOLON, P.; SONSTEGARD, T. S.; ALENCAR, M. M. de; TULLIO, R. R.; NOGUEIRA, A. R. de A.; REGITANO, L. C. de A. Detection of quantitative trait loci for mineral content of Nelore longissimus dorsi muscle. Genetics Selection Evolution, v. 47, n. 15, 2015.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Pecuária Sudeste. |
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| 17. | | MCCLURE, M. C.; SONSTEGARD, T. S.; WIGGANS, G.; EENENNAAM, A. L. V.; WEBER, K. L.; PENEDO, C. T.; BERRY, D. P.; FLYNN, J.; GARCIA, J. F.; CARMO, A. S.; REGITANO, L. C. A.; SOUZA, M. A.; SILVA, M. V. G. B.; COFFEY, M.; MOORE, K.; BOSCHER, M. Y.; GENESTOUT, L.; MAZZA, R.; TAYLOR, J. F.; SCHNABEL, R. D.; MACHADO, M. A.; SIMPSON, B.; MCEWAN, J. C.; CROMIE, A.; COUTINHO, L. L.; KUEHN, L. A.; KEELE, J. W.; PIPER, E. K.; COOK, J.; MARQUES, E.; TASSELL, C. P. V. Imputation of microsatellite alleles from dense SNP genotypes for parentage verification across multiple bos taurus and bos indicus breeds. In: ANNUAL INTERNATIONAL PLANT AND ANIMAL GENOME CONFERENCE, 21., 2013, San Diego. Abstracts... San Diego: [s.n.], 2013.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Gado de Leite. |
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| 18. | | McCLURE, M. C.; SONSTEGARD, T. S.; WIGGANS, G. R.; EENENNAAM, A. L. V.; WEBER, K. L.; PENEDO, C. T.; BERRY, D. P.; FLYNN, J.; GARCIA, J. F.; CARMO, A. S.; REGITANO, L. C. de A.; ALBUQUERQUE, M.; SILVA, M. V. G. B.; MACHADO, M. A.; COFFEY, M.; MOORE, K.; BOSCHER, M. Y.; GENESTOUT, L.; MAZZA, R.; TAYLOR, J. F.; SCHNABEL, R. D.; SIMPSON, B.; MARQUES, E.; McEWAN, J. C.; CROMIE, A.; COUTINHO, L. L.; KUEHN, L. A.; KEELE, J. W.; PIPER, E. K.; COOK, J.; WILLIAMS, R.; TASSELL, C. P. V. Imputation of microsatellite alleles from dense SNP genotypes for parentage verification across multiple Bos taurus and Bos indicus breeds. Frontiers in Genetics, v. 4, n. 176, 2013. 11 p.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: B - 2 |
| Biblioteca(s): Embrapa Gado de Leite; Embrapa Pecuária Sudeste. |
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| 19. | | DECKER, J. E.; PIRES, J. C.; CONANT, G. C.; MCKAY, S. D.; HEATON, M. P.; CHEN, K.; COOPER, A.; VIKKI, J.; SEABURY, C. M.; CAETANO, A. R.; JOHNSON, G. D.; BRENNEMAN, R. A.; HANOTTE, O.; EGGERT, L. S.; WIENER, P.; KIM, J.-J.; KIM, K. S.; SONSTEGARD, T. S.; TASSELL, C. P. V.; NEIBERGS, H. L.; MCEWAN, J. C.; BRAUNING, R.; COUTINHO, L. L.; BABAR, M. E.; WILSON, G. A.; MCCLURE, M. C.; ROLF, M. M.; KIM, J. W.; SCHNABEL, R. D.; TAYLOR, J. F. Resolving the evolution of extant and extinct ruminants with hith-throughput phylogenomics. Proceedings of the National Academy of Sciences, v. 106, n. 44, p. 18644-18649, 2009| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Recursos Genéticos e Biotecnologia. |
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| 20. | | GIBBS, R. A.; TAYLOR, J. F.; VAN TASSELL, C. P.; BARENDSE, W.; EVERSOLE, K. A.; GILL, C. A.; GREEN, R. D.; HAMERNIK, D. L.; KAPPES, S. M.; LIEN, S.; MATUKUMALLI, L. K.; MCEWAN, J. C.; NAZARETH, L. V.; SCHNABEL, R. D.; WEINSTOCK, G. M.; WHEELER, D. A.; AJMONE-MARSAN, P.; BOETTCHER, P. J.; CAETANO, A. R.; GARCIA, J. F.; HANOTTE, O.; MARIANI, P.; SKOW, L. C.; SONSTEGARD, T. S.; WILLIAMS, J. L.; DIALLO, B.; HAILEMARIAM, L.; MARTINEZ, M. L.; MORRIS, C. A.; SILVA, L. O. C. da; SPELMAN, R. J.; MULATU, W.; ZHAO, K.; ABBEY, C. A.; AGABA, M.; ARAUJO, F. R.; BUNCH, R. J.; BURTON, J.; GORNI, C.; OLIVIER, H.; HARRISON, B. E.; LUFF, B.; MACHADO, M. A.; MWAKAYA, J.; PLASTOW, G.; SIM, W.; SMITH, T.; THOMAZ, M. B.; VALENTINI, A.; WILLIAMS, P.; WOMACK, J.; WOOLLIAMS, J. A.; LIU, Y.; QIN, X.; WORLEY, K. C.; GAO, C.; JIANG, H.; MOORE, S. S.; REN, Y.; SONG, X.-Z.; BUSTAMANTE, C. D.; HERNANDEZ, R. D.; MUZNY, D. M.; PATIL, S.; SAN LUCAS, A.; FU, Q.; KENT, M. P.; VEGA, R.; MATUKUMALLI, A.; MCWILLIAM, S.; SCLEP, G.; BRYC, K.; CHOI, J.; GAO, H.; GREFENSTETTE, J. J.; MURDOCH, B.; STELLA, A.; VILLA-ANGULO, R.; WRIGHT, M.; AERTS, J.; JANN, O.; NEGRINI, R.; GODDARD, M. E.; HAYES, B. J.; BRADLEY, D. G.; SILVA, M. V. G. B.; LAU, L. P. L.; LIU, G. E.; LYNN, D. J.; PANZITTA, F.; DODDS, K. G. Genome-wide survey of SNP variation uncovers the genetic structure of cattle breeds. Science, v. 324, n. 5926, p. 528-532, 2009.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Gado de Leite. |
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| Registros recuperados : 20 | |
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| Nenhum registro encontrado para a expressão de busca informada. |
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