Horns in Bovidae, including bovines, sheep, and goats, are evolutionarily conserved cranial structures derived from cranial neural crest cells and composed of a bony core, dermis, epidermis, and keratinous sheath. Their development follows a shared trajectory across species, progressing through placode, fleshy, and mature stages. Genetic regulators such as RXFP2, FOXL2, HOXD1, and TWIST1 have been identified as pivotal determinants controlling horn morphogenesis, sexual dimorphism, and the polled phenotype. This review synthesizes current advances in the evolutionary origins, morphological progression, and genetic regulation of horn formation in bovines, sheep, and goats to provide a comprehensive understanding of horn formation and variation. These findings lay the groundwork for future efforts to manipulate horn traits through genetic selection or genome editing, with implications for animal welfare and breeding.

Skeletal muscle orchestrates a remarkable journey from embryonic formation to age-related decline, yet its cellular intricacies in goats remain largely uncharted. We present the first single-cell RNA sequencing (scRNA-seq) atlas of the longissimus dorsi muscle from goats, profiling 120,944 cells across 14 developmental stages from embryonic day 30 (E30) to 11 years postnatal (Y11). We focused on skeletal muscle satellite cells (MuSCs) and fibro-adipogenic progenitors (FAPs), identifying a unique MuSCs_ACT1_high subpopulation in early embryogenesis and a senescence-associated MuSCs_CDKN1A_high subpopulation in later developmental stages. In FAPs, we characterized the early-stage FAPs_MDFI_high subpopulation with differentiation potential, which further exhibited the capacity to commit to both adipogenic and fibrogenic lineages. Transcription factor analysis revealed strikingly similar regulatory profiles between MuSCs and FAPs, suggesting that these two cell types are governed by shared signaling pathways during development. Cell–cell interaction analysis demonstrated that the DLK1-NOTCH3 ligand-receptor pair plays a critical role in enabling early embryonic FAPs to maintain the quiescent state of MuSCs. This dynamic single-cell transcriptomic atlas, spanning 14 developmental stages of skeletal muscle in ruminants for the first time, provides a valuable theoretical foundation for further elucidating the differentiation of skeletal muscle satellite cells and fibro-adipogenic progenitors in ruminants.