RESUMEN
Despite the importance of fertility in humans and livestock, there has been little success dissecting the genetic basis of fertility. Our hypothesis was that genes differentially expressed in the endometrium and corpus luteum on Day 13 of the estrous cycle between cows with either good or poor genetic merit for fertility would be enriched for genetic variants associated with fertility. We combined a unique genetic model of fertility (cattle that have been selected for high and low fertility and show substantial difference in fertility) with gene expression data from these cattle and genome-wide association study (GWAS) results in â¼20,000 cattle to identify quantitative trait loci (QTL) regions and sequence variants associated with genetic variation in fertility. Two hundred and forty-five QTL regions and 17 sequence variants associated primarily with prostaglandin F2alpha, steroidogenesis, mRNA processing, energy status, and immune-related processes were identified. Ninety-three of the QTL regions were validated by two independent GWAS, with signals for fertility detected primarily on chromosomes 18, 5, 7, 8, and 29. Plausible causative mutations were identified, including one missense variant significantly associated with fertility and predicted to affect the protein function of EIF4EBP3. The results of this study enhance our understanding of 1) the contribution of the endometrium and corpus luteum transcriptome to phenotypic fertility differences and 2) the genetic architecture of fertility in dairy cattle. Including these variants in predictions of genomic breeding values may improve the rate of genetic gain for this critical trait.
Asunto(s)
Cuerpo Lúteo/metabolismo , Fertilidad/genética , Fertilidad/fisiología , Expresión Génica/genética , Variación Genética/genética , Variación Genética/fisiología , Animales , Bovinos , Cromosomas/genética , Dinoprost/biosíntesis , Dinoprost/genética , Endometrio/metabolismo , Endometrio/fisiología , Factor 4F Eucariótico de Iniciación/metabolismo , Femenino , Estudio de Asociación del Genoma Completo , Sitios de Carácter Cuantitativo , ARN Mensajero/biosíntesis , ARN Mensajero/genética , TranscriptomaRESUMEN
BACKGROUND: The central role of the somatotrophic axis in animal post-natal growth, development and fertility is well established. Therefore, the identification of genetic variants affecting quantitative traits within this axis is an attractive goal. However, large sample numbers are a pre-requisite for the identification of genetic variants underlying complex traits and although technologies are improving rapidly, high-throughput sequencing of large numbers of complete individual genomes remains prohibitively expensive. Therefore using a pooled DNA approach coupled with target enrichment and high-throughput sequencing, the aim of this study was to identify polymorphisms and estimate allele frequency differences across 83 candidate genes of the somatotrophic axis, in 150 Holstein-Friesian dairy bulls divided into two groups divergent for genetic merit for fertility. RESULTS: In total, 4,135 SNPs and 893 indels were identified during the resequencing of the 83 candidate genes. Nineteen percent (n = 952) of variants were located within 5' and 3' UTRs. Seventy-two percent (n = 3,612) were intronic and 9% (n = 464) were exonic, including 65 indels and 236 SNPs resulting in non-synonymous substitutions (NSS). Significant (P < 0.01) mean allele frequency differentials between the low and high fertility groups were observed for 720 SNPs (58 NSS). Allele frequencies for 43 of the SNPs were also determined by genotyping the 150 individual animals (Sequenom® MassARRAY). No significant differences (P > 0.1) were observed between the two methods for any of the 43 SNPs across both pools (i.e., 86 tests in total). CONCLUSIONS: The results of the current study support previous findings of the use of DNA sample pooling and high-throughput sequencing as a viable strategy for polymorphism discovery and allele frequency estimation. Using this approach we have characterised the genetic variation within genes of the somatotrophic axis and related pathways, central to mammalian post-natal growth and development and subsequent lactogenesis and fertility. We have identified a large number of variants segregating at significantly different frequencies between cattle groups divergent for calving interval plausibly harbouring causative variants contributing to heritable variation. To our knowledge, this is the first report describing sequencing of targeted genomic regions in any livestock species using groups with divergent phenotypes for an economically important trait.
Asunto(s)
Fertilidad/genética , Frecuencia de los Genes , Genómica , Secuenciación de Nucleótidos de Alto Rendimiento , Polimorfismo de Nucleótido Simple , Análisis de Secuencia de ADN , Animales , Secuencia de Bases , Sitios de Unión , Bovinos , MicroARNs/metabolismo , Reproducibilidad de los Resultados , Factores de Transcripción/metabolismoRESUMEN
The present study explored the role of the amygdala in mediating a unique pattern of feeding behavior driven by intra-accumbens (intra-Acb) opioid activation in the rat. Temporary inactivation of the basolateral amygdala (BLA), via GABAA agonist muscimol administration prevents increased consumption following intra-Acb opioid administration of the selective µ-opioid agonist D-Ala2, NMe-Phe4, Glyol5-enkephalin (DAMGO), yet leaves food approach behaviors intact, particularly after consumption has ended. One interpretation is that inactivation of the BLA selectively blocks neural activity underlying DAMGO-driven consummatory (consumption) but not appetitive (approach) behaviors. The present experiments take advantage of this temporal dissociation of consumption and approach behaviors to investigate their associated neural activity. Following either intra-Acb saline or DAMGO administration, with or without BLA muscimol administration, rats were given 2-hr access to a limited amount of high-fat diet. Immediately following the feeding session, rats were sacrificed and brains assayed for neural activity patterns across critical brain regions known to regulate both appetitive and consummatory feeding behaviors. The results show that intra-Acb DAMGO administration increased c-Fos activation in orexin neurons within the perifornical area of the hypothalamus and that this increase in activation is blocked by BLA muscimol inactivation. Intra-Acb DAMGO administration significantly increased c-Fos activation within dopaminergic neurons of the ventral tegmental area, compared to saline controls, and BLA inactivation had no effect on this increase. Overall, these data provide underlying circuitry that may mediate the selective influence of the BLA on driving consummatory, but not appetitive, feeding behaviors in a model of hedonically driven feeding behavior.