TY - JOUR AU - Guo, Conghui AU - Liu, Guangbin AU - Liu, Jie AU - Chen, Kaihao AU - Deng, Ming AU - Sun, Baoli AU - Guo, Yongqing AU - Liu, Dewu AU - Li, Yaokun PY - 2026 TI - scRNA-seq reveals the molecular atlas of the goat follicular microenvironment over the time course of ovulation JO - Journal of Integrative Agriculture (JIA) SN - 2095-3119 SP - 3800 EP - 3813 VL - 25 IS - 9 AB - Ovulation is paramount for female animal fertility, necessitating a thorough understanding of its process and molecular underpinnings. This study aimed to delineate the temporal dynamics of ovulation in the goat ovary. Utilizing single-cell sequencing, we analyzed follicular fluid samples obtained at 0, 6, 12, 18, and 24 h post-hCG administration, identifying 4 cell types and 6 myeloid cell subtypes. We elucidated gene expression and functional changes in granulosa cells (GCs) over the time course of ovulation. Notably, our study detected and confirmed immune cell infiltration at 6 h post-luteinizing hormone (LH) peak. Additionally, cell–cell communication analysis revealed strong predicted interactions between GCs and macrophages, involving signaling programs associated with immune-cell recruitment, extracellular-matrix remodeling, and oocyte maturation. Collectively, our investigation has established a comprehensive single-cell transcriptome atlas of the ovulatory goat follicular microenvironment for advancing exploration into ovulation mechanisms and developing therapies for ovulatory disorders. UR - https://doi.org/10.1016/j.jia.2024.09.029 DO - 10.1016/j.jia.2024.09.029