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Registro Completo |
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Biblioteca(s): |
Embrapa Suínos e Aves. |
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Data corrente: |
03/08/2021 |
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Data da última atualização: |
03/08/2021 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
FERNANDES, A. C.; SILVA, V. H. da; GOES, C. P.; MOREIRA, G. C. M.; GODOY, T. F.; IBELLI, A. M. G.; PEIXOTO, J. de O.; CANTAO, M. E.; LEDUR, M. C.; REZENDE, F. M. de; COUTINHO, L. L. |
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Afiliação: |
ANNA CAROLINA FERNANDES, ESALQ; VINICIUS HENRIQUE DA SILVA, ESALQ; CAROLINA PURCELL GOES, ESALQ; GABRIEL COSTA MONTEIRO MOREIRA, University of Liège; THAIS FERNANDA GODOY, ESALQ; ADRIANA MERCIA GUARATINI IBELLI, CNPSA; JANE DE OLIVEIRA PEIXOTO, CNPSA; MAURICIO EGIDIO CANTAO, CNPSA; MONICA CORREA LEDUR, CNPSA; FERNANDA MARCONDES REZENDE, University of Florida; LUIZ LEHMANN COUTINHO, ESALQ. |
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Título: |
Genome-wide detection of CNVs and their association with performance traits in broilers. |
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Ano de publicação: |
2021 |
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Fonte/Imprenta: |
BMC Genomics, v. 22, n. 354, 2021. |
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DOI: |
https://doi.org/10.1186/s12864-021-07676-1 |
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Idioma: |
Inglês |
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Conteúdo: |
Abstract Background: Copy number variations (CNVs) are a major type of structural genomic variants that underlie genetic architecture and phenotypic variation of complex traits, not only in humans, but also in livestock animals. We identified CNVs along the chicken genome and analyzed their association with performance traits. Genome-wide CNVs were inferred from Affymetrix® high density SNP-chip data for a broiler population. CNVs were concatenated into segments and association analyses were performed with linear mixed models considering a genomic relationship matrix, for birth weight, body weight at 21, 35, 41 and 42 days, feed intake from 35 to 41 days, feed conversion ratio from 35 to 41 days and, body weight gain from 35 to 41 days of age. Results: We identified 23,214 autosomal CNVs, merged into 5042 distinct CNV regions (CNVRs), covering 12.84% of the chicken autosomal genome. One significant CNV segment was associated with BWG on GGA3 (q-value = 0.00443); one significant CNV segment was associated with BW35 (q-value = 0.00571), BW41 (q-value = 0.00180) and BW42 (q-value = 0.00130) on GGA3, and one significant CNV segment was associated with BW on GGA5 (q-value = 0.00432). All significant CNV segments were verified by qPCR, and a validation rate of 92.59% was observed. These CNV segments are located nearby genes, such as KCNJ11, MyoD1 and SOX6, known to underlie growth and development. Moreover, gene-set analyses revealed terms linked with muscle physiology, cellular processes regulation and potassium channels. Conclusions: Overall, this CNV-based GWAS study unravels potential candidate genes that may regulate performance traits in chickens. Our findings provide a foundation for future functional studies on the role of specific genes in regulating performance in chickens. Keywords: GWAS, Performance, CNVs, QTLs, qPCR MenosAbstract Background: Copy number variations (CNVs) are a major type of structural genomic variants that underlie genetic architecture and phenotypic variation of complex traits, not only in humans, but also in livestock animals. We identified CNVs along the chicken genome and analyzed their association with performance traits. Genome-wide CNVs were inferred from Affymetrix® high density SNP-chip data for a broiler population. CNVs were concatenated into segments and association analyses were performed with linear mixed models considering a genomic relationship matrix, for birth weight, body weight at 21, 35, 41 and 42 days, feed intake from 35 to 41 days, feed conversion ratio from 35 to 41 days and, body weight gain from 35 to 41 days of age. Results: We identified 23,214 autosomal CNVs, merged into 5042 distinct CNV regions (CNVRs), covering 12.84% of the chicken autosomal genome. One significant CNV segment was associated with BWG on GGA3 (q-value = 0.00443); one significant CNV segment was associated with BW35 (q-value = 0.00571), BW41 (q-value = 0.00180) and BW42 (q-value = 0.00130) on GGA3, and one significant CNV segment was associated with BW on GGA5 (q-value = 0.00432). All significant CNV segments were verified by qPCR, and a validation rate of 92.59% was observed. These CNV segments are located nearby genes, such as KCNJ11, MyoD1 and SOX6, known to underlie growth and development. Moreover, gene-set analyses revealed terms linked with muscle physiology, cellular p... Mostrar Tudo |
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Palavras-Chave: |
CNVs; Copy number variations; Desempenho zootécnico; GWAS; QPCR; QTLs. |
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Thesagro: |
Gallus Domesticus; Genética Animal; Performance. |
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Thesaurus Nal: |
Animal genetics; Animal performance; Gallus gallus; Genome-wide association study; Quantitative polymerase chain reaction; Quantitative trait loci. |
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Categoria do assunto: |
-- |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/224781/1/final9547.pdf
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Marc: |
LEADER 03101naa a2200433 a 4500
001 2133197
005 2021-08-03
008 2021 bl uuuu u00u1 u #d
024 7 $ahttps://doi.org/10.1186/s12864-021-07676-1$2DOI
100 1 $aFERNANDES, A. C.
245 $aGenome-wide detection of CNVs and their association with performance traits in broilers.$h[electronic resource]
260 $c2021
520 $aAbstract Background: Copy number variations (CNVs) are a major type of structural genomic variants that underlie genetic architecture and phenotypic variation of complex traits, not only in humans, but also in livestock animals. We identified CNVs along the chicken genome and analyzed their association with performance traits. Genome-wide CNVs were inferred from Affymetrix® high density SNP-chip data for a broiler population. CNVs were concatenated into segments and association analyses were performed with linear mixed models considering a genomic relationship matrix, for birth weight, body weight at 21, 35, 41 and 42 days, feed intake from 35 to 41 days, feed conversion ratio from 35 to 41 days and, body weight gain from 35 to 41 days of age. Results: We identified 23,214 autosomal CNVs, merged into 5042 distinct CNV regions (CNVRs), covering 12.84% of the chicken autosomal genome. One significant CNV segment was associated with BWG on GGA3 (q-value = 0.00443); one significant CNV segment was associated with BW35 (q-value = 0.00571), BW41 (q-value = 0.00180) and BW42 (q-value = 0.00130) on GGA3, and one significant CNV segment was associated with BW on GGA5 (q-value = 0.00432). All significant CNV segments were verified by qPCR, and a validation rate of 92.59% was observed. These CNV segments are located nearby genes, such as KCNJ11, MyoD1 and SOX6, known to underlie growth and development. Moreover, gene-set analyses revealed terms linked with muscle physiology, cellular processes regulation and potassium channels. Conclusions: Overall, this CNV-based GWAS study unravels potential candidate genes that may regulate performance traits in chickens. Our findings provide a foundation for future functional studies on the role of specific genes in regulating performance in chickens. Keywords: GWAS, Performance, CNVs, QTLs, qPCR
650 $aAnimal genetics
650 $aAnimal performance
650 $aGallus gallus
650 $aGenome-wide association study
650 $aQuantitative polymerase chain reaction
650 $aQuantitative trait loci
650 $aGallus Domesticus
650 $aGenética Animal
650 $aPerformance
653 $aCNVs
653 $aCopy number variations
653 $aDesempenho zootécnico
653 $aGWAS
653 $aQPCR
653 $aQTLs
700 1 $aSILVA, V. H. da
700 1 $aGOES, C. P.
700 1 $aMOREIRA, G. C. M.
700 1 $aGODOY, T. F.
700 1 $aIBELLI, A. M. G.
700 1 $aPEIXOTO, J. de O.
700 1 $aCANTAO, M. E.
700 1 $aLEDUR, M. C.
700 1 $aREZENDE, F. M. de
700 1 $aCOUTINHO, L. L.
773 $tBMC Genomics$gv. 22, n. 354, 2021.
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Registro original: |
Embrapa Suínos e Aves (CNPSA) |
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Biblioteca |
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| Registros recuperados : 36 | |
| 2. |  | MOREIRA, G. C. M.; PÉRTILLE, F.; GODOY, T. F.; BRASSOLOTI, R.; BOSCHIERO, C.; LEDUR, M. C.; COUTINHO, L. L. Discovery of candidate genes for fatness in chickens based on genotyping with 600K SNP chip in a QTL region. In: CONGRESSO BRASILEIRO DE GENÉTICA, 60., 2014, Guarujá. Resumos? Ribeirão Preto: Sociedade Brasileira de Genética, 2014. p. 64| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 3. | | TREVISOLI, P. A.; MOREIRA, G. C. M.; BOSCHIERO, C.; PETRINI, J.; MOURÃO, G. B.; LEDUR, M. C.; COUTINHO, L. L. Single nucleotide polymorphism associated with breast trait in chickens. In: PLANT AND ANIMAL GENOME CONFERENCE, 26., 2018, San Diego. Abstracts... [S.l. : s.n.], 2018. Paper 29820. Organizers: Sébastien Praud and Kellye Eversole. PAG XXVI.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 4. | | MOREIRA, G. C. M.; CESAR, A. S. M.; GODOY, T. F.; BOSCHIERO, C.; LEDUR, M. C.; GARRICK, D. J.; MOURA, A. S. A. M. T.; COUTINHO, L. L. Genome-wide association studies reveal genomic windows and candidate genes related to fat deposition in chickens. In: PLANT & ANIMAL GENOME CONFERENCE, 24., 2016, San Diego, CA. [Abstracts...]. San Diego: [s.n.], 2016. Pôster P0647.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 5. | | GODOY, T. F.; MOREIRA, G. C. M.; SILVA, V. H.; BOSCHIERO, C.; LEDUR, M. C.; MOURA, A. S. A. M. T.; COUTINHO, L. L. Identification of CNVs on the genome of Brazilian chicken lines. In: PLANT & ANIMAL GENOME CONFERENCE, 24., 2016, San Diego, CA. [Abstracts...]. San Diego: [s.n.], 2016. Pôster P0646.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 6. | | GODOY, T. F.; SILVA, V. H. da; MOREIRA, G. C. M.; BOSCHIERO, C.; LEDUR, M. C.; CROOIJAMANS, R. P.; GROENEN, M. A. M.; COUTINHO, L. L. Inherited CNVs in regions related to breast muscle development in a broiler population. In: PLANT AND ANIMAL GENOME CONFERENCE, 26., 2018, San Diego. Abstracts... [S.l. : s.n.], 2018. Paper 29816. Organizers: Sébastien Praud and Kellye Eversole. PAG XXVI.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 7. | | MOREIRA, G. C. M.; GODOY, T. F.; BOSCHIERO, C.; LEDUR, M. C.; GASPARIN, G.; ANDRADE, S. C. da S.; PADUAN, M.; COUTINHO, L. L. Identification of mutations in a QTL region on chromosome 3 associated with fatness in chickens. In: INTERNATIONAL SYMPOSIUM ON ANIMAL FUNCTIONAL GENOMICS, 5., 2013, Guarujá. Programme and abstract book... [S.l.: s.n.], 2013. p. 38. ISAFG 2013. AB.31| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 8. | | GODOY, T. F.; MOREIRA, G. C. M.; BOSCHIERO, C.; LEDUR, M. C.; GASPARIN, G.; ANDRADE, S. C. da S.; PADUAN, M.; COUTINHO, L. L. Identification of polymorphisms in a QTL region on chicken chromosome 2 associated with muscle deposition. In: INTERNATIONAL SYMPOSIUM ON ANIMAL FUNCTIONAL GENOMICS, 5., 2013, Guarujá. Programme and abstract book... [S.l.: s.n.], 2013. p. 39. ISAFG 2013.AB.32| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 9. | | KAPPELER, B. I. G.; REGITANO, L. C. de A.; POLETI, M. D.; CESAR, A. S. M.; MOREIRA, G. C. M.; GASPARIN, G.; COUTINHO, L. L. MiRNAs differentially expressed in skeletal muscle of animals with divergent estimated breeding values for beef tenderness. Molecular Biology, v. 20, n. 1, p. 2-11, 2019.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: B - 5 |
| Biblioteca(s): Embrapa Pecuária Sudeste. |
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| 10. | | PETRY, B.; MOREIRA, G. C. M.; COPOLA, A. G. L.; SOUZA, M. M. de; VEIGA, F. C. da; JORGE, E. C.; PEIXOTO, J. de O.; LEDUR, M. C.; KOLTES, J. E.; COUTINHO, L. L. SAP30 gene is a probable regulator of muscle hypertrophy in chickens. Frontiers in Genetic, v. 12, n. 709937, 2021.| Tipo: Artigo em Periódico Indexado |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 11. | | MOREIRA, G. C. M.; SALVIAN, M.; BOSCHIERO, C.; CESAR, A. S. M.; REECY, J. M.; GODOY, T. F.; LEDUR, M. C.; GARRICK, D.; MOURÃO, G. B.; COUTINHO, L. L. Genome-wide association scan for QTL and their positional candidate genes associated with internal organ traits in chickens. BMC Genomics, v. 20, n. 669, 2019.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 12. | | ONO, R. K.; IBELLI, A. M. G.; CANTAO, M. E.; PEIXOTO, J. de O.; SOLLERO, B. P.; SUREK, D.; MOREIRA, G. C. M.; GODOY, T. F.; COUTINHO, L. L.; LEDUR, M. C. Genome-wide association study for femur-related traits in broilers. In: WORLD CONGRESS ON GENETICS APPLIED TO LIVESTOCK PRODUCTION, 11., 2018, Auckland, New Zealand. Proceedings... Massey University, 2018. Digital Archive.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 13. | | PERTILLE, F.; MOREIRA, G. C. M. M.; ZANELLA, R.; NUNES, J. de R. da S.; BOSCHIERO, C.; ROVADOSCKI, G. A.; MOURÃO, G. B.; LEDUR, M. C.; COUTINHO, L. L. Genome-wide association study for performance traits in chickens using genotype by sequencing approach. Scientific Reports, v. 7, n. 41748, 2017.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 14. | | MOREIRA, G. C. M.; BOSCHIERO, C.; CESAR, A. S. M.; REECY, J. M.; GODOY, T. F.; TREVISOLI, P. A.; CANTAO, M. E.; LEDUR, M. C.; IBELLI, A. M. G.; MOURA, A. S. M. T.; GARRICK, D.; COUTINHO, L. L. A genome-wide association study reveals novel genomic regions and positional candidate genes for fat deposition in broiler chickens. BMC Genomics, v. 19, n. 374, 2018.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 15. | | BOSCHIERO, C.; MOREIRA, G. C. M.; GHEYAS, A.; GODOY, T. F.; GASPARIN, G.; MARIANI, P. D. S. C.; PADUAN, M.; CESAR, A. S. M.; LEDUR, M. C.; COUTINHO, L. L. Genome-wide characterization of genetic variants and putative regions under selection in meat and egg-type chicken lines. BMC Genomics, v. 19, n. 83, 2018.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 16. | | FERNANDES, A. C.; SILVA, V. H. da; GOES, C. P.; MOREIRA, G. C. M.; GODOY, T. F.; IBELLI, A. M. G.; PEIXOTO, J. de O.; CANTAO, M. E.; LEDUR, M. C.; REZENDE, F. M. de; COUTINHO, L. L. Genome-wide detection of CNVs and their association with performance traits in broilers. BMC Genomics, v. 22, n. 354, 2021.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 17. | | MARCHESI, J. A. P.; ONO, R. K.; CANTAO, M. E.; IBELLI, A. M. G.; PEIXOTO, J. de O.; MOREIRA, G. C. M.; GODOY, T. F.; COUTINHO, L. L.; MUNARI, D. P.; LEDUR, M. C. Exploring the genetic architecture of feed efficiency traits in chickens. Scientific Reports, v. 11, n. 4622, 2021.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 18. | | SALVIAN, M.; MOREIRA, G. C. M.; REIS, A. P.; DAURIA, B. D.; PILONETTO, F.; GERVÁSIO, I. C.; LEDUR, M. C.; COUTINHO, L. L.; SPANGLER, M. L.; MOURÃO, G. B. Estimation of breeding values using different densities of SNP to inform kinship in broiler chickens. Livestock Science, v. 267, n.105124, 2023.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 19. | | MOREIRA, G. C. M.; BOSCHIERO, C.; CESAR, A. S. M.; REECY, J. M.; GODOY, T. F.; PÉRTILLE, F.; LEDUR, M. C.; MOURA, A. S. A. M. T. M.; GARRICK, D. J.; COUTINHO, L. L. Integration of genome wide association studies and whole genome sequencing provides novel insights into fat deposition in chicken. Scientific Reports, v. 8, n. 16222, 2018.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 1 |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| 20. | | MOREIRA, G. C. M.; GODOY, T. F.; BOSCHIERO, C.; CESAR, A. S. M.; REECY, J. M.; LEDUR, M. C.; GARRICK, D.; SILVA, V. H. da; CROOIJAMANS, R. P.; GROENEN, M. A. M.; COUTINHO, L. L. Integration of GWAS, CNV and sele ction signature reveals candidate genes for abdominal fat regulation in chickens. In: WORLD CONGRESS ON GENETICS APPLIED TO LIVESTOCK PRODUCTION, 11., 2018, Auckland, New Zealand. Proceedings... Massey University, 2018. Digital Archive.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Suínos e Aves. |
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| Registros recuperados : 36 | |
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