An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle.

Residual Feed Intake (RFI) is an economically relevant trait in beef cattle. Among the molecular regulatory mechanisms, microRNAs (miRNAs) are an important dimension in post-transcriptional regulation and have been associated with different biological pathways. Here, we performed differential miRNAs expression and weighted gene co-expression network analyses (WGCNA) to better understand the complex interactions between miRNAs and mRNAs expressed in bovine skeletal muscle and liver. MiRNA and mRNA expression data were obtained from Nelore steers that were genetically divergent for RFI (N = 10 [low RFI or feed efficient]; N = 10 [high RFI or feed inefficient]). Differentially expressed and hub miRNAs such as bta-miR-486, bta-miR-7, bta-miR15a, bta-miR-21, bta-miR 29, btamiR-30b, bta-miR-106b, bta-miR-199a-3p, bta-miR-204, and bta-miR 296 may have a potential role in variation of RFI. Functional enrichment analysis of differentially expressed (DE) miRNA?s target genes and miRNA?mRNA correlated modules revealed that insulin, lipid, immune system, oxidative stress and muscle development signaling pathways might potentially be involved in RFI in this population. Our study identified DE miRNAs, miRNA - mRNA regulatory networks and hub miRNAs related to RFI. These findings suggest a possible role of miRNAs in regulation of RFI, providing new insights into the potential molecular mechanisms that control feed efficiency in Nelore cattle.

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Main Authors: OLIVEIRA, P. S. N. de, COUTINHO, L. L., TIZIOTO, P. C., CESAR, A. S. M., OLIVEIRA, G. B. de, DINIZ, W, J. da S., LIMA, A. O. de, REECY, J. M., MOURÃO, G. B., ZERLOTINI NETO, A., REGITANO, L. C. de A.
Other Authors: PRISCILA SILVA NEUBERN DE OLIVEIRA, Bolsista/Embrapa Pecuária Sudeste; LUIZ L. COUTINHO, USP; POLYANA C. TIZIOTO, NGS Genomic Solutions; ALINE S. M. CESAR, USP; GABRIELLA B. DE OLIVEIRA, USP; WELLISON J. DA S. DINIZ, UFSCar; ANDRESSA O. DE LIMA, UFSCar; JAMES M. REECY, Iowa State University; GERSON B. MOURÃO, USP; ADHEMAR ZERLOTINI NETO, CNPTIA; LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE.
Format: Artigo de periódico biblioteca
Language:English
eng
Published: 2018-12-20
Subjects:MicroRNAs, Residual Feed Intake, Gado Nelore, Beef cattle, Nellore, Skeletal muscle,
Online Access:http://www.alice.cnptia.embrapa.br/alice/handle/doc/1102149
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spelling dig-alice-doc-11021492018-12-22T23:32:04Z An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle. OLIVEIRA, P. S. N. de COUTINHO, L. L. TIZIOTO, P. C. CESAR, A. S. M. OLIVEIRA, G. B. de DINIZ, W, J. da S. LIMA, A. O. de REECY, J. M. MOURÃO, G. B. ZERLOTINI NETO, A. REGITANO, L. C. de A. PRISCILA SILVA NEUBERN DE OLIVEIRA, Bolsista/Embrapa Pecuária Sudeste; LUIZ L. COUTINHO, USP; POLYANA C. TIZIOTO, NGS Genomic Solutions; ALINE S. M. CESAR, USP; GABRIELLA B. DE OLIVEIRA, USP; WELLISON J. DA S. DINIZ, UFSCar; ANDRESSA O. DE LIMA, UFSCar; JAMES M. REECY, Iowa State University; GERSON B. MOURÃO, USP; ADHEMAR ZERLOTINI NETO, CNPTIA; LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE. MicroRNAs Residual Feed Intake Gado Nelore Beef cattle Nellore Skeletal muscle Residual Feed Intake (RFI) is an economically relevant trait in beef cattle. Among the molecular regulatory mechanisms, microRNAs (miRNAs) are an important dimension in post-transcriptional regulation and have been associated with different biological pathways. Here, we performed differential miRNAs expression and weighted gene co-expression network analyses (WGCNA) to better understand the complex interactions between miRNAs and mRNAs expressed in bovine skeletal muscle and liver. MiRNA and mRNA expression data were obtained from Nelore steers that were genetically divergent for RFI (N = 10 [low RFI or feed efficient]; N = 10 [high RFI or feed inefficient]). Differentially expressed and hub miRNAs such as bta-miR-486, bta-miR-7, bta-miR15a, bta-miR-21, bta-miR 29, btamiR-30b, bta-miR-106b, bta-miR-199a-3p, bta-miR-204, and bta-miR 296 may have a potential role in variation of RFI. Functional enrichment analysis of differentially expressed (DE) miRNA?s target genes and miRNA?mRNA correlated modules revealed that insulin, lipid, immune system, oxidative stress and muscle development signaling pathways might potentially be involved in RFI in this population. Our study identified DE miRNAs, miRNA - mRNA regulatory networks and hub miRNAs related to RFI. These findings suggest a possible role of miRNAs in regulation of RFI, providing new insights into the potential molecular mechanisms that control feed efficiency in Nelore cattle. Article number: 17072. Na publicação: Adhemar Zerlotini, Luciana C. A. Regitano. 2018-12-22T23:31:58Z 2018-12-22T23:31:58Z 2018-12-20 2018 2019-02-05T11:11:11Z Artigo de periódico Scientific Reports, v. 8, p. 1-12, 2018. http://www.alice.cnptia.embrapa.br/alice/handle/doc/1102149 10.1038/s41598-018-35315-5 en eng openAccess
institution EMBRAPA
collection DSpace
country Brasil
countrycode BR
component Bibliográfico
access En linea
databasecode dig-alice
tag biblioteca
region America del Sur
libraryname Sistema de bibliotecas de EMBRAPA
language English
eng
topic MicroRNAs
Residual Feed Intake
Gado Nelore
Beef cattle
Nellore
Skeletal muscle
MicroRNAs
Residual Feed Intake
Gado Nelore
Beef cattle
Nellore
Skeletal muscle
spellingShingle MicroRNAs
Residual Feed Intake
Gado Nelore
Beef cattle
Nellore
Skeletal muscle
MicroRNAs
Residual Feed Intake
Gado Nelore
Beef cattle
Nellore
Skeletal muscle
OLIVEIRA, P. S. N. de
COUTINHO, L. L.
TIZIOTO, P. C.
CESAR, A. S. M.
OLIVEIRA, G. B. de
DINIZ, W, J. da S.
LIMA, A. O. de
REECY, J. M.
MOURÃO, G. B.
ZERLOTINI NETO, A.
REGITANO, L. C. de A.
An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle.
description Residual Feed Intake (RFI) is an economically relevant trait in beef cattle. Among the molecular regulatory mechanisms, microRNAs (miRNAs) are an important dimension in post-transcriptional regulation and have been associated with different biological pathways. Here, we performed differential miRNAs expression and weighted gene co-expression network analyses (WGCNA) to better understand the complex interactions between miRNAs and mRNAs expressed in bovine skeletal muscle and liver. MiRNA and mRNA expression data were obtained from Nelore steers that were genetically divergent for RFI (N = 10 [low RFI or feed efficient]; N = 10 [high RFI or feed inefficient]). Differentially expressed and hub miRNAs such as bta-miR-486, bta-miR-7, bta-miR15a, bta-miR-21, bta-miR 29, btamiR-30b, bta-miR-106b, bta-miR-199a-3p, bta-miR-204, and bta-miR 296 may have a potential role in variation of RFI. Functional enrichment analysis of differentially expressed (DE) miRNA?s target genes and miRNA?mRNA correlated modules revealed that insulin, lipid, immune system, oxidative stress and muscle development signaling pathways might potentially be involved in RFI in this population. Our study identified DE miRNAs, miRNA - mRNA regulatory networks and hub miRNAs related to RFI. These findings suggest a possible role of miRNAs in regulation of RFI, providing new insights into the potential molecular mechanisms that control feed efficiency in Nelore cattle.
author2 PRISCILA SILVA NEUBERN DE OLIVEIRA, Bolsista/Embrapa Pecuária Sudeste; LUIZ L. COUTINHO, USP; POLYANA C. TIZIOTO, NGS Genomic Solutions; ALINE S. M. CESAR, USP; GABRIELLA B. DE OLIVEIRA, USP; WELLISON J. DA S. DINIZ, UFSCar; ANDRESSA O. DE LIMA, UFSCar; JAMES M. REECY, Iowa State University; GERSON B. MOURÃO, USP; ADHEMAR ZERLOTINI NETO, CNPTIA; LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE.
author_facet PRISCILA SILVA NEUBERN DE OLIVEIRA, Bolsista/Embrapa Pecuária Sudeste; LUIZ L. COUTINHO, USP; POLYANA C. TIZIOTO, NGS Genomic Solutions; ALINE S. M. CESAR, USP; GABRIELLA B. DE OLIVEIRA, USP; WELLISON J. DA S. DINIZ, UFSCar; ANDRESSA O. DE LIMA, UFSCar; JAMES M. REECY, Iowa State University; GERSON B. MOURÃO, USP; ADHEMAR ZERLOTINI NETO, CNPTIA; LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE.
OLIVEIRA, P. S. N. de
COUTINHO, L. L.
TIZIOTO, P. C.
CESAR, A. S. M.
OLIVEIRA, G. B. de
DINIZ, W, J. da S.
LIMA, A. O. de
REECY, J. M.
MOURÃO, G. B.
ZERLOTINI NETO, A.
REGITANO, L. C. de A.
format Artigo de periódico
topic_facet MicroRNAs
Residual Feed Intake
Gado Nelore
Beef cattle
Nellore
Skeletal muscle
author OLIVEIRA, P. S. N. de
COUTINHO, L. L.
TIZIOTO, P. C.
CESAR, A. S. M.
OLIVEIRA, G. B. de
DINIZ, W, J. da S.
LIMA, A. O. de
REECY, J. M.
MOURÃO, G. B.
ZERLOTINI NETO, A.
REGITANO, L. C. de A.
author_sort OLIVEIRA, P. S. N. de
title An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle.
title_short An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle.
title_full An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle.
title_fullStr An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle.
title_full_unstemmed An integrative transcriptome analysis indicates regulatory mRNA-miRNA networks for residual feed intake in Nelore cattle.
title_sort integrative transcriptome analysis indicates regulatory mrna-mirna networks for residual feed intake in nelore cattle.
publishDate 2018-12-20
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1102149
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