ArticleFASEB journal : official publication of the Federation of American Societies for Experimental Biology2021
Epigenomic and transcriptomic analyses reveal early activation of the HPG axis in in vitro-produced male dairy calves.
Article in FASEB journal : official publication of the Federation of American Societies for Experimental Biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 17 citations in OpenAlex.
- In vitro processes alter the embryonic disc epigenome and transcriptome in the pre-implantation elongated bovine embryo†.Biology of reproduction · 2026Article
- Emerging opportunities for DNA methylation biomarkers in cattle improvement.The Journal of reproduction and development · 2026Review
- When bovine life begins in a petri dish: transcriptomic insights from embryos to calves conceived in vitro.The Journal of reproduction and development · 2026Review
- Enhancing integration of the dairy and beef sectors through application of assisted reproductive technologies: pregnancy outcomes following timed AI and timed ET in lactating dairy cows.Animal reproduction · 2025Article
- Systemic interindividual DNA methylation variants in cattle share major hallmarks with those in humans.Genome biology · 2024Article
- Review: Some challenges and unrealized opportunities toward widespread use of the in vitro-produced embryo in cattle production.Animal : an international journal of animal bioscience · 2023Review
- Sexing of cattle embryos using RNA-sequencing data or polymerase chain reaction based on a complete sequence of cattle chromosome Y.Frontiers in genetics · 2023Article
- In vitro- and in vivo-produced male dairy calves show molecular differences in the hepatic and muscular energy regulation†.Biology of reproduction · 2022Article
- Developmental Programming of Fertility in Cattle-Is It a Cause for Concern?Animals : an open access journal from MDPI · 2022Review
- Fitness of calves born fromFrontiers in veterinary science · 2022Article
- Epigenomic and transcriptomic analyses reveal early activation of the HPG axis in in vitro-produced male dairy calves.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2021Article
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Authors and funding
5 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In cattle, several calves born after IVP ("in vitro" embryo production) present similar birthweight to those generated after MOET (multiple ovulation and embryo transfer). However, the underlying molecular patterns in organs involved in the developmental process are unknown and could indicate physiological programming. The objectives of this study were: (1) to compare epigenomic and transcriptomic modifications in the hypothalamus, pituitary, gonadal and adrenal organs between 3 months old ovum pick-up-IVP and MOET male calves (n = 4 per group) and (2) to use blood epigenomic data to proxy methylation of the inner organs. Extracted gDNA and RNA were sequenced through whole-genome bisulfite sequencing and RNA sequencing, respectively. Next, bioinformatic analyses determined differentially methylated cytosines (DMC) and differentially expressed genes (DEG) (FDR < 0.05) in IVP versus MOET samples and the KEGG pathways that were overrepresented by genes associated with DMC or DEG (FDR < 0.1). Pathways related to hypothalamus, pituitary, gonadal (HPG) axis activation (GnRH secretion in the hypothalamus, GnRH signaling in the pituitary, and steroidogenesis in the testicle) were enriched in IVP calves. Modeling the effect of the methylation levels and the group on the expression of all the genes involved in these pathways confirmed their upregulation in HPG organs in IVP calves. The application of the DIABLO method allowed the identification of 15 epigenetic and five transcriptomic biomarkers, which were able to predict the embryo origin using the epigenomic data from the blood. In conclusion, the use of an integrated epigenomic-transcriptomic approach suggested an early activation of the HPG axis in male IVP calves compared to MOET counterparts, and the identification of potential biomarkers allowed the use of blood samples to proxy methylation levels of the relevant internal organs.
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