Single-nucleus RNA sequencing reveals developmental dynamics and cellular heterogeneity in the mammary gland of young fillies and adult Mongolian mares.

J Dairy Sci

Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China. Electronic address:

Published: August 2025


Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Mongolian horses are famous for their lactation traits. Their milk contains a high protein content and low levels of fatty acids. Given their superior milk composition and historical use in dairy production across Inner Mongolia and Central Asia, Mongolian horses serve as a valuable model for understanding lactational biology. Multiple factors regulate the lactation process; however, a detailed study of this biological process has not been performed with single-nucleus RNA sequencing (snRNA-seq) technology. Insights gained from snRNA-seq of their mammary glands can inform molecular strategies to enhance milk production both in Mongolian horses and in other less productive equine breeds. These findings may aid in selective breeding, nutritional interventions, and health management practices aimed at improving lactational efficiency, as snRNA-seq of frozen mammary gland tissue samples from young fillies and adult Mongolian mares provides high-resolution insights into the transcriptional dynamics and cellular heterogeneity associated with mammary gland development. In this study, we employed snRNA-seq and histological analyses to map the cellular landscape of the mammary gland in Mongolian mares across 4 physiological stages: 6-mo-old weanlings (6M), 2-yr-old-yearlings (2Y), 4-yr-old-lactating adults (L), and 4-yr-old nonlactating adults (NL). Frozen parenchymal mammary gland tissues were surgically collected and processed for snRNA-seq via iodixanol gradient-based nuclei isolation, enabling high-resolution transcriptomic profiling, and complementary tissues were processed for histology. This study employed integrated analysis to reveal stage-specific shifts in epithelial, stromal, and immune cell populations, to highlight dynamic changes in mammary gland development and function. A total of 28,287 nuclei were profiled via transcriptome sequencing and categorized into 8 major cell types: basal myoepithelial, luminal secretory, luminal hormone-sensing, endothelial, fibroblasts, macrophages, T cells, and B cells. The L-group samples (11,136) exhibited the greatest nuclei diversity and expansion, particularly in the luminal compartments, compared with the other stages, 6M (3,067 nuclei), 2Y (5,654 nuclei), and adult NL (8,430 nuclei), which shows the structure and maturation of the mammary gland. Hematoxylin and eosin staining confirmed structural remodeling during lactation, including increased epithelial thickness and ductal complexity. Pseudotime analysis revealed a dynamic transition from basal progenitors to differentiated luminal cells, identifying 3 major epithelial branches. Expression analysis of key genes and functional enrichment (Gene Ontology [GO] and Kyoto Encyclopedia of Genes and Genomes [KEGG]) was performed using the entire data set across all physiological stages to capture shared transcriptional programs. To further investigate stage-specific responses, pathway enrichment and intercellular signaling analyses were conducted separately for each stage, enabling identification of both common and unique regulatory events. Key genes such as TP63 (basal identity), ERBB4 and NRG1 (epithelial signaling), and SORBS1, SLPI, SLC12A2, KCNMA1, and TAGLN (cytoskeletal and immune remodeling) were differentially expressed across stages, reflecting their roles in epithelial maintenance, lactational function, and structural adaptation. The GO and KEGG analyses identified differentially expressed genes in each cluster, mainly enriched in the TGF-β and VEGF signaling pathways, suggesting coordinated regulation of tissue remodeling, vascular development, and immune modulation. These findings deepen our understanding of mammary gland maturation and offer insights into the cellular and molecular architecture of equine mammary biology and its relevance to reproductive health and lactation studies.

Download full-text PDF

Source
http://dx.doi.org/10.3168/jds.2025-26480DOI Listing

Publication Analysis

Top Keywords

mammary gland
32
mongolian mares
12
mongolian horses
12
mammary
10
single-nucleus rna
8
rna sequencing
8
dynamics cellular
8
cellular heterogeneity
8
gland
8
young fillies
8

Similar Publications

[Development of an AI-based Positioning Technical Assistance System for Mammography].

Nihon Hoshasen Gijutsu Gakkai Zasshi

September 2025

Department of Radiological Technology, Faculty of Health Sciences, Gifu University of Medical Science.

Purpose: We aimed to develop an AI-based system to score the positioning in mammography (MG), with the goal of establishing a foundation for future technical support.

Methods: Using 800 mediolateral oblique (MLO) images, we developed an AI model (Mask Generation Model) for automatic extraction of three regions: the pectoralis major muscle, the mammary gland region, and the nipple. Using this model, we extracted three regions from 1544 MLO images and generated mask images.

View Article and Find Full Text PDF

Fludioxonil, a fungicide commonly used in agriculture, has been detected in livestock, such as cattle, even though it is primarily intended for use in plants. Unintended exposure to fludioxonil may compromise immune cells, cardiomyocytes, and glioma cells, indicating its potential risk as an environmental hazard. However, research on the detrimental effects of fludioxonil remains scarce, particularly regarding its impact on livestock, which are directly exposed to fludioxonil because of its widespread agricultural use.

View Article and Find Full Text PDF

Impact of intramammary infections on mammary gland development in pregnant dairy heifers during late gestation.

J Dairy Sci

September 2025

Department of Animal Sciences, Ohio Agricultural Research and Development Center, The Ohio State University, Wooster, OH 44691. Electronic address:

Intramammary infections are common in nonlactating dairy cattle and have been shown to disrupt mammary tissue architecture in nonpregnant heifers. However, their effect on mammary development during pregnancy remains unclear. This study assessed the effects of IMI on mammary gland development in pregnant dairy heifers during late gestation.

View Article and Find Full Text PDF

Disseminated B-cell lymphoma of the urogenital tract in a guinea pig (Cavia porcellus).

Top Companion Anim Med

September 2025

Department of Clinical Sciences, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, 300 West Drake Road, Fort Collins CO 80523. Electronic address:

A 4-year-old, 0.81 kg, female intact, American guinea pig (Cavia porcellus) was presented for a one-day history of perianal swelling. Physical examination revealed a body condition score of 2 out of 9, a distended abdomen that was painful on palpation, an abnormal vulvar conformation that was enlarged, edematous, ulcerated, and erythematous with adhered foreign material, and a 1 × 1 cm firm mass of the right mammary gland.

View Article and Find Full Text PDF

The mammary gland development and during life is strongly regulated by hormones. To study the genes regulated specifically by the estrogen signalling pathway in the epithelial compartment, we treated mouse mammary epithelial organoids with estradiol, the most potent endogenous estrogen. At maturity, after 11 days of treatment, organoids were collected, and RNA was purified for next-generation sequencing.

View Article and Find Full Text PDF