ArticleCurrent issues in molecular biology2024
Unveiling the Ovarian Cell Characteristics and Molecular Mechanism of Prolificacy in Goats via Single-Nucleus Transcriptomics Data Analysis.
Article in Current issues in molecular biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Characterization of Ovarian Cell Types and Molecular Signatures in Mauremys reevesii Using Single-Cell Sequencing.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026Article
- Cross-species single-cell transcriptomic analyses reveal evolutionary conservation and diversification of ovarian tissues.Journal of animal science and biotechnology · 2026Article
- Integrated multi-omics profiling unveils a network of key signaling pathways governing ovarian function and systemic regulation in high-prolificacy goats.BMC genomics · 2026Article
- Multi-omics insights into microbiome-rumen epithelium interaction mechanisms underlying subacute rumen acidosis tolerance in dairy goats.Genome biology · 2025Article
- Detection of single nucleotide polymorphisms associated with litter size in goats using genotyping-by-sequencing and association analysis.Animal bioscience · 2025Article
- Role of AMP-Activated Protein Kinase (AMPK) in Female Reproduction: A Review.International journal of molecular sciences · 2025Review
- A hybrid 1DCNN-GRU deep learning framework for classifying caprine granulosa cell fertility potential using single-cell transcriptomics.Veterinary world · 2025Article
- Construction of Coexpression Networks Affecting Litter Size in Goats Based on Transcriptome Analysis.Animals : an open access journal from MDPI · 2025Article
- Characterizing the Ovarian Cytogenetic Dynamics of Sichuan Bream (International journal of molecular sciences · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Increases in litter size, which are influenced by ovulation, are responsible for between 74% and 96% of the economic value of genetic progress, which influences selection. For the selection and breeding of highly prolific goats, genetic mechanisms underlying variations in litter size should be elucidated. Here, we used single-nucleus RNA sequencing to analyze 44,605 single nuclei from the ovaries of polytocous and monotocous goats during the follicular phase. Utilizing known reference marker genes, we identified 10 ovarian cell types characterized by distinct gene expression profiles, transcription factor networks, and reciprocal interaction signatures. An in-depth analysis of the granulosa cells revealed three subtypes exhibiting distinct gene expression patterns and dynamic regulatory mechanisms. Further investigation of cell-type-specific prolificacy-associated transcriptional changes elucidated that "downregulation of apoptosis", "increased anabolism", and "upstream responsiveness to hormonal stimulation" are associated with prolificacy. This study provides a comprehensive understanding of the cell-type-specific mechanisms and regulatory networks in the goat ovary, providing insights into the molecular mechanisms underlying goat prolificacy. These findings establish a vital foundation for furthering understanding of the molecular mechanisms governing folliculogenesis and for improving the litter size in goats via molecular design breeding.
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Registered trials
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