ArticleScientific reports2021
Cerebrum, liver, and muscle regulatory networks uncover maternal nutrition effects in developmental programming of beef cattle during early pregnancy.
Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed, 50 citations in OpenAlex.
- Gestational Feed Restriction Induces Differential Expression of Novel Long Non-Coding RNAs in Offspring Skeletal Muscle.Animal genetics · 2026Article
- Multi-omics analysis reveals the effects of prenatal nutrition on carcass-related tissues in beef cattle.Scientific reports · 2025Article
- Article
- Tissue-Specific Mitochondrial Functionality and Mitochondrial-Related Gene Profiles in Response to Maternal Nutrition and One-Carbon Metabolite Supplementation During Early Pregnancy in Heifers.Animals : an open access journal from MDPI · 2025Article
- Maternal Vitamin and Mineral Supplementation Affected Neonatal Gene Expression and Rewired Key Regulatory Genes Underlying Hepatic Metabolism.Animals : an open access journal from MDPI · 2025Article
- Developmental Programming and Postnatal Modulations of Muscle Development in Ruminants.Biology · 2025Review
- Dietary Fermentation withInternational journal of molecular sciences · 2025Article
- Late Gestation Maternal Nutrition Has a Stronger Impact on Offspring Liver Transcriptome than Full-Gestation Supplementation in Beef Cattle.Veterinary sciences · 2025Article
- Genetic parameters and genome-wide association studies including the X chromosome for various reproduction and semen quality traits in Nellore cattle.BMC genomics · 2025Article
- Liver transcriptomics-metabolomics integration reveals biological pathways associated with fetal programming in beef cattle.Scientific reports · 2024Article
- Transcriptional response to an alternative diet on liver, muscle, and rumen of beef cattle.Scientific reports · 2024Article
- Article
- Influence of Maternal Supplementation with Vitamins, Minerals, and (or) Protein/Energy on Placental Development and Angiogenic Factors in Beef Heifers during Pregnancy.Veterinary sciences · 2024Article
- Supplementing vitamins and minerals to beef heifers during gestation: impacts on mineral status in the dam and offspring, and growth and physiological responses of female offspring from birth to puberty.Journal of animal science · 2024Article
- One-carbon metabolite supplementation to nutrient-restricted beef heifers affects placental vascularity during early pregnancy.Journal of animal science · 2024Article
- Vitamin and mineral supplementation to beef heifers during gestation: impacts on morphometric measurements of the neonatal calf, vitamin and trace mineral status, blood metabolite and endocrine profiles, and calf organ characteristics at 30 h after birth.Journal of animal science · 2024Article
- Role of the placenta in developmental programming: Observations from models using large animals.Animal reproduction science · 2023Review
- Evaluation of Maternal Nutrition Effects in the Lifelong Performance of Male Beef Cattle Offspring.Veterinary sciences · 2023Article
- Gene regulatory network inference using mixed-norms regularized multivariate model with covariance selection.PLoS computational biology · 2023Article
- Maternal Mineral Nutrition Regulates Fetal Genomic Programming in Cattle: A Review.Metabolites · 2023Review
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The molecular basis underlying fetal programming in response to maternal nutrition remains unclear. Herein, we investigated the regulatory relationships between genes in fetal cerebrum, liver, and muscle tissues to shed light on the putative mechanisms that underlie the effects of early maternal nutrient restriction on bovine developmental programming. To this end, cerebrum, liver, and muscle gene expression were measured with RNA-Seq in 14 fetuses collected on day 50 of gestation from dams fed a diet initiated at breeding to either achieve 60% (RES, n = 7) or 100% (CON, n = 7) of energy requirements. To build a tissue-to-tissue gene network, we prioritized tissue-specific genes, transcription factors, and differentially expressed genes. Furthermore, we built condition-specific networks to identify differentially co-expressed or connected genes. Nutrient restriction led to differential tissue regulation between the treatments. Myogenic factors differentially regulated by ZBTB33 and ZNF131 may negatively affect myogenesis. Additionally, nutrient-sensing pathways, such as mTOR and PI3K/Akt, were affected by gene expression changes in response to nutrient restriction. By unveiling the network properties, we identified major regulators driving gene expression. However, further research is still needed to determine the impact of early maternal nutrition and strategic supplementation on pre- and post-natal performance.
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