ArticlePloS one2014
Multi-tissue omics analyses reveal molecular regulatory networks for puberty in composite beef cattle.
Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 73 papers.
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73 citing papers in PubMed, 159 citations in OpenAlex.
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- Multi-omics analysis reveals the effects of prenatal nutrition on carcass-related tissues in beef cattle.Scientific reports · 2025Article
- Unveiling long-term prenatal nutrition biomarkers in beef cattle via multi-tissue and multi-OMICs analysis.Metabolomics : Official journal of the Metabolomic Society · 2025Article
- Uncovering functional INDELs responsible for splice sites in sheep with different immune profiles naturally exposed to gastrointestinal nematode infection.Scientific reports · 2025Article
- Identification of Metabolic Pathways and Hub Genes Associated with Ultrasound Subcutaneous Fat and Muscle Depth of the Longissimus Muscle in Cull Beef Cows Using Gene Co-Expression Analysis.Animals : an open access journal from MDPI · 2025Article
- Genome wide locus-specific ancestry analysis revealed adaptive admixtures in crossbred cattle of India.Scientific reports · 2025Article
- EnrichKit: a multi-omics tool for livestock research.Frontiers in genetics · 2025Article
- RNA Sequencing of Sperm from Healthy Cattle and Horses Reveals the Presence of a Large Bacterial Population.Current issues in molecular biology · 2024Article
- Effect of enhanced plane of nutrition in early life on the transcriptome and proteome of the anterior pituitary gland in Angus heifer calves.BMC genomics · 2024Article
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- Combining genome-wide association study and transcriptome analysis to identify molecular markers and genetic basis of population-asynchronous ovarian development inZoological research · 2024Article
- Novel lncRNA regulatory elements in milk somatic cells of Holstein dairy cows associated with mastitis.Communications biology · 2024Article
- Puberty classifications in beef heifers are moderately to highly heritable and associated with candidate genes related to cyclicity and timing of puberty.Frontiers in genetics · 2024Article
- Differential Expression of RNAseq Imprinted Genes from Bovine Females Before and After Puberty.Biochemical genetics · 2023Article
- Investigating the role of genetic variation inEcology and evolution · 2023Article
- Harnessing Genomics and Transcriptomics Approaches to Improve Female Fertility in Beef Cattle-A Review.Animals : an open access journal from MDPI · 2023Review
- Multi-breed host rumen epithelium transcriptome and microbiome associations and their relationship with beef cattle feed efficiency.Scientific reports · 2023Article
- The coral microbiome: towards an understanding of the molecular mechanisms of coral-microbiota interactions.FEMS microbiology reviews · 2023Article
13 more citing papers are in PubMed but not listed here.
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Authors and funding
14 authors at 6 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Puberty is a complex physiological event by which animals mature into an adult capable of sexual reproduction. In order to enhance our understanding of the genes and regulatory pathways and networks involved in puberty, we characterized the transcriptome of five reproductive tissues (i.e. hypothalamus, pituitary gland, ovary, uterus, and endometrium) as well as tissues known to be relevant to growth and metabolism needed to achieve puberty (i.e., longissimus dorsi muscle, adipose, and liver). These tissues were collected from pre- and post-pubertal Brangus heifers (3/8 Brahman; Bos indicus x 5/8 Angus; Bos taurus) derived from a population of cattle used to identify quantitative trait loci associated with fertility traits (i.e., age of first observed corpus luteum (ACL), first service conception (FSC), and heifer pregnancy (HPG)). In order to exploit the power of complementary omics analyses, pre- and post-puberty co-expression gene networks were constructed by combining the results from genome-wide association studies (GWAS), RNA-Seq, and bovine transcription factors. Eight tissues among pre-pubertal and post-pubertal Brangus heifers revealed 1,515 differentially expressed and 943 tissue-specific genes within the 17,832 genes confirmed by RNA-Seq analysis. The hypothalamus experienced the most notable up-regulation of genes via puberty (i.e., 204 out of 275 genes). Combining the results of GWAS and RNA-Seq, we identified 25 loci containing a single nucleotide polymorphism (SNP) associated with ACL, FSC, and (or) HPG. Seventeen of these SNP were within a gene and 13 of the genes were expressed in uterus or endometrium. Multi-tissue omics analyses revealed 2,450 co-expressed genes relative to puberty. The pre-pubertal network had 372,861 connections whereas the post-pubertal network had 328,357 connections. A sub-network from this process revealed key transcriptional regulators (i.e., PITX2, FOXA1, DACH2, PROP1, SIX6, etc.). Results from these multi-tissue omics analyses improve understanding of the number of genes and their complex interactions for puberty in cattle.
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