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Registro Completo |
Biblioteca(s): |
Embrapa Pecuária Sudeste. |
Data corrente: |
31/08/2022 |
Data da última atualização: |
17/11/2022 |
Tipo da produção científica: |
Artigo em Periódico Indexado |
Autoria: |
VIGNATO, B. S.; CESAR, A. S. M.; AFONSO, J.; MOREIRA, G. C. M.; POLETI, M. D.; PETRINI, J.; GARCIA, I. S.; CLEMENTE, L. G.; MOURÃO, G. B.; REGITANO, L. C. de A.; COUTINHO, L. L. |
Afiliação: |
BÁRBARA SILVA VIGNATO, UNIVERSIDADE DE SÃO PAULO; ALINE SILVA MELLO CESAR, UNIVERSIDADE DE SÃO PAULO; JULIANA AFONSO, UNIVERSIDADE FEDERAL DE SÃO CARLOS; GABRIEL COSTA MONTEIRO MOREIRA, UNIVERSIDADE DE SÃO PAULO; MIRELE DAIANA POLETI, UNIVERSIDADE DE SÃO PAULO; JULIANA PETRINI, UNIVERSIDADE DE SÃO PAULO; INGRID SOARES GARCIA, UNIVERSIDADE DE SÃO PAULO; LUAN GASPAR CLEMENTE, UNIVERSIDADE DE SÃO PAULO; GERSON BARRETO MOURÃO, UNIVERSIDADE DE SÃO PAULO; LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE; LUIZ LEHMANN COUTINHO, UNIVERSIDADE DE SÃO PAULO. |
Título: |
Integrative analysis between genome-wide association study and expression quantitative trait Loci reveals bovine muscle gene expression regulatory polymorphisms associated with intramuscular fat and backfat thickness. |
Ano de publicação: |
2022 |
Fonte/Imprenta: |
Frontiers in Genetics, v. 13, 935238, aug. 2022. |
Páginas: |
15 p. |
DOI: |
10.3389/fgene.2022.935238 |
Idioma: |
Inglês |
Conteúdo: |
Understanding the architecture of gene expression is fundamental to unravel the molecular mechanisms regulating complex traits in bovine, such as intramuscular fat content (IMF) and backfat thickness (BFT). These traits are economically important for the beef industry since they affect carcass and meat quality. Our main goal was to identify gene expression regulatory polymorphisms within genomic regions (QTL) associated with IMF and BFT in Nellore cattle. For that, we used RNA-Seq data from 193 Nellore steers to perform SNP calling analysis. Then, we combined the RNA-Seq SNP and a high-density SNP panel to obtain a new dataset for further genome-wide association analysis (GWAS), totaling 534,928 SNPs. GWAS was performed using the Bayes B model. Twenty-one relevant QTL were associated with our target traits. The expression quantitative trait loci (eQTL) analysis was performed using Matrix eQTL with the complete SNP dataset and 12,991 genes, revealing a total of 71,033 cis and 36,497 trans-eQTL (FDR < 0.05). Intersecting with QTL for IMF, we found 231 eQTL regulating the expression levels of 117 genes. Within those eQTL, three predicted deleterious SNPs were identified. We also identified 109 eQTL associated with BFT and affecting the expression of 54 genes. This study revealed genomic regions and regulatory SNPs associated with fat deposition in Nellore cattle. We highlight the transcription factors FOXP4, FOXO3, ZSCAN2, and EBF4, involved in lipid metabolism-related pathways. These results helped us to improve our knowledge about the genetic architecture behind important traits in cattle. MenosUnderstanding the architecture of gene expression is fundamental to unravel the molecular mechanisms regulating complex traits in bovine, such as intramuscular fat content (IMF) and backfat thickness (BFT). These traits are economically important for the beef industry since they affect carcass and meat quality. Our main goal was to identify gene expression regulatory polymorphisms within genomic regions (QTL) associated with IMF and BFT in Nellore cattle. For that, we used RNA-Seq data from 193 Nellore steers to perform SNP calling analysis. Then, we combined the RNA-Seq SNP and a high-density SNP panel to obtain a new dataset for further genome-wide association analysis (GWAS), totaling 534,928 SNPs. GWAS was performed using the Bayes B model. Twenty-one relevant QTL were associated with our target traits. The expression quantitative trait loci (eQTL) analysis was performed using Matrix eQTL with the complete SNP dataset and 12,991 genes, revealing a total of 71,033 cis and 36,497 trans-eQTL (FDR < 0.05). Intersecting with QTL for IMF, we found 231 eQTL regulating the expression levels of 117 genes. Within those eQTL, three predicted deleterious SNPs were identified. We also identified 109 eQTL associated with BFT and affecting the expression of 54 genes. This study revealed genomic regions and regulatory SNPs associated with fat deposition in Nellore cattle. We highlight the transcription factors FOXP4, FOXO3, ZSCAN2, and EBF4, involved in lipid metabolism-related pathways... Mostrar Tudo |
Palavras-Chave: |
Backfat thickness; Carcass and meat quality; Expression quantitative trait loci; Intramuscular fat content; Nellore cattle; RNA Seq; SNP. |
Thesaurus Nal: |
Nellore. |
Categoria do assunto: |
G Melhoramento Genético |
URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/doc/1145918/1/IntegrativeAnalysisGenome.pdf
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Marc: |
LEADER 02780naa a2200361 a 4500 001 2145918 005 2022-11-17 008 2022 bl uuuu u00u1 u #d 024 7 $a10.3389/fgene.2022.935238$2DOI 100 1 $aVIGNATO, B. S. 245 $aIntegrative analysis between genome-wide association study and expression quantitative trait Loci reveals bovine muscle gene expression regulatory polymorphisms associated with intramuscular fat and backfat thickness.$h[electronic resource] 260 $c2022 300 $a15 p. 520 $aUnderstanding the architecture of gene expression is fundamental to unravel the molecular mechanisms regulating complex traits in bovine, such as intramuscular fat content (IMF) and backfat thickness (BFT). These traits are economically important for the beef industry since they affect carcass and meat quality. Our main goal was to identify gene expression regulatory polymorphisms within genomic regions (QTL) associated with IMF and BFT in Nellore cattle. For that, we used RNA-Seq data from 193 Nellore steers to perform SNP calling analysis. Then, we combined the RNA-Seq SNP and a high-density SNP panel to obtain a new dataset for further genome-wide association analysis (GWAS), totaling 534,928 SNPs. GWAS was performed using the Bayes B model. Twenty-one relevant QTL were associated with our target traits. The expression quantitative trait loci (eQTL) analysis was performed using Matrix eQTL with the complete SNP dataset and 12,991 genes, revealing a total of 71,033 cis and 36,497 trans-eQTL (FDR < 0.05). Intersecting with QTL for IMF, we found 231 eQTL regulating the expression levels of 117 genes. Within those eQTL, three predicted deleterious SNPs were identified. We also identified 109 eQTL associated with BFT and affecting the expression of 54 genes. This study revealed genomic regions and regulatory SNPs associated with fat deposition in Nellore cattle. We highlight the transcription factors FOXP4, FOXO3, ZSCAN2, and EBF4, involved in lipid metabolism-related pathways. These results helped us to improve our knowledge about the genetic architecture behind important traits in cattle. 650 $aNellore 653 $aBackfat thickness 653 $aCarcass and meat quality 653 $aExpression quantitative trait loci 653 $aIntramuscular fat content 653 $aNellore cattle 653 $aRNA Seq 653 $aSNP 700 1 $aCESAR, A. S. M. 700 1 $aAFONSO, J. 700 1 $aMOREIRA, G. C. M. 700 1 $aPOLETI, M. D. 700 1 $aPETRINI, J. 700 1 $aGARCIA, I. S. 700 1 $aCLEMENTE, L. G. 700 1 $aMOURÃO, G. B. 700 1 $aREGITANO, L. C. de A. 700 1 $aCOUTINHO, L. L. 773 $tFrontiers in Genetics$gv. 13, 935238, aug. 2022.
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Embrapa Pecuária Sudeste (CPPSE) |
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Registro Completo
Biblioteca(s): |
Embrapa Agricultura Digital. |
Data corrente: |
20/03/2023 |
Data da última atualização: |
20/03/2023 |
Autoria: |
MIRANDA, J. I.; CAMARGO NETO, J. |
Afiliação: |
JOSE IGUELMAR MIRANDA, CNPTIA; JOAO CAMARGO NETO, CNPTIA. |
Título: |
Detecção de bordas com o modelo de difusão anisotrópica. |
Ano de publicação: |
2007 |
Fonte/Imprenta: |
In: SIMPÓSIO BRASILEIRO DE SENSORIAMENTO REMOTO, 13., 2007, Florianópolis. Anais... Florianópolis: INPE; SELPER, 2007. p. 5957-5964. |
Idioma: |
Português |
Conteúdo: |
Modelo de Difusão Anisotrópica. Estudo de Caso. Resultados. Conclusão. |
Palavras-Chave: |
Análise de imagens; Anisotropic diffusion; Detecção de bordas; Difusão anisotrópica; Edge detection; Image processing; Noise removal; Processamento de imagem; Remoção de ruído. |
Thesaurus NAL: |
Image analysis. |
Categoria do assunto: |
-- |
URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/doc/1152503/1/AP-Deteccao-bordas-SBSR-2007.pdf
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Marc: |
LEADER 00885nam a2200241 a 4500 001 2152503 005 2023-03-20 008 2007 bl uuuu u00u1 u #d 100 1 $aMIRANDA, J. I. 245 $aDetecção de bordas com o modelo de difusão anisotrópica.$h[electronic resource] 260 $aIn: SIMPÓSIO BRASILEIRO DE SENSORIAMENTO REMOTO, 13., 2007, Florianópolis. Anais... Florianópolis: INPE; SELPER, 2007. p. 5957-5964.$c5964 520 $aModelo de Difusão Anisotrópica. Estudo de Caso. Resultados. Conclusão. 650 $aImage analysis 653 $aAnálise de imagens 653 $aAnisotropic diffusion 653 $aDetecção de bordas 653 $aDifusão anisotrópica 653 $aEdge detection 653 $aImage processing 653 $aNoise removal 653 $aProcessamento de imagem 653 $aRemoção de ruído 700 1 $aCAMARGO NETO, J.
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