Systems biology approach for determination of molecular mechanisms associated with feed efficiency in Nellore cattle

Author(s)

Pâmela Almeida Alexandre

• Document type: Doctoral Thesis
• Press: Pirassununga.
• Institution: Universidade de São Paulo (USP). Faculdade de Zootecnica e Engenharia de Alimentos (FZE/BT)
• Defense date: 2019-01-25

Examining board members

Heidge Fukumasu; Aline Silva Mello Cesar; José Bento Sterman Ferraz; Miguel Henrique de Almeida Santana; Polyana Cristine Tizioto

• Advisor: Heidge Fukumasu

Abstract

Feed efficiency (FE) is a complex phenotype, controlled by several biological processes. Determining and understanding these processes is fundamental to select superior animals or even guide management decisions, aiming to increase productivity and reduce the environmental impact of livestock. In this work, we propose to analyze FE through a systems biology approach, based on multi-tissue transcriptomics, in order to generate a systemic understanding of this trait. For this purpose, 18 extreme animals for residual feed intake were selected from a group of 98 male Nellore cattle and had their hypothalamus, pituitary, adrenal gland, muscle and liver transcriptome sequenced (RNAseq). Reads generated were aligned with the bovine reference genome (UMD3.1), filtered and the expression of each gene was estimated. From these data three experiments were developed. In the first one, five inclusion criteria were defined to select genes and to construct a network of coexpression for the five tissues, so that besides indicating several genes and processes associated with EA, we were also able to determine two regulatory genes, NR2F6 and TGFB1. In the second experiment, we focused on the hypothalamic-pituitary-adrenal axis, also using co-expression analysis, but this time without starting from previous selected genes. We conclude that the reward system of the brain might be involved in the stimulus for higher feed intake observed in the low EA group. Finally, in the third experiment, we identified long noncoding RNAs (lncRNAs) expressed in the five tissues and found 30 transcripts differentially expressed between the high and low FE in the pituitary, muscle and adrenal, and some of them were related to previously demonstrated processes associated to this trait. We conclude that although we cannot determine at this time the role of higher susceptibility to stress, reported in the literature for animals of low FE, in the stimulus for higher feed intake of this group, the hypothalamic reward system seems to be involved in this process. The higher ingestion might be the cause of the inflammatory response observed in the liver of, being of bacterial origin, indicated by the higher concentration of serum endotoxin in less efficient animals. The higher turnover of proteins in the muscle of low FE animals had already been indicated as one of the factors that lead to higher energy expenditure in these individuals and it was confirmed in this study. In addition to some transcription factors being indicated as central regulators of this phenotype, lncRNAs also appear to play an important regulatory role in FE. (AU)

• FAPESP's process: 15/22276-3 - Systems Biology Approach to Determine Molecular Mechanisms Associated with Feed Efficiency in Nelore Cattle
• Grantee: Pâmela Almeida Alexandre
• Support Opportunities: Scholarships in Brazil - Doctorate