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Peng Y, Duan X, Zhang L, Guo Y, Cao J, Ao W, Xuan R. Transcriptomic analysis of mammary gland tissues in lactating and non-lactating dairy goats reveals miRNA-mediated regulation of lactation, involution, and remodeling. Front Cell Dev Biol 2025; 13:1604855. [PMID: 40519264 PMCID: PMC12162918 DOI: 10.3389/fcell.2025.1604855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2025] [Accepted: 05/20/2025] [Indexed: 06/18/2025] Open
Abstract
Background Dynamic changes in the mammary gland during lactation and the dry period involve proliferation, secretion, apoptosis, and remodeling of mammary epithelial cells. MicroRNAs (miRNAs) are recognized as critical regulators of mammary gland development and lactation. However, their expression patterns and regulatory mechanisms at different lactation stages-particularly during mammary involution and remodeling-remain poorly understood in dairy goats. Methods In this study, high-throughput sequencing was employed to analyze miRNA expression profiles in goat mammary tissues at five key stages: late gestation (LG), early lactation (EL), peak lactation (PL), late lactation (LL), and the dry period (DP). Differential expression analysis, miRNA clustering, Gene Ontology (GO) annotation, and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment were performed to predict the functions of target genes. A miRNA-mRNA regulatory network associated with mammary gland development was constructed, and functional validation experiments were conducted to confirm key regulatory relationships. Results A total of 1,120 miRNAs were identified, including 408 known and 712 newly predicted miRNAs. Among them, 383 were significantly differentially expressed, with the largest number observed between the dry period and late gestation. Six expression-specific miRNA clusters were identified. Functional enrichment analysis indicated that these miRNAs may regulate epithelial cell proliferation, apoptosis, and tissue remodeling by targeting pathways such as energy metabolism, cell adhesion, and the PI3K/Akt signaling pathway. IGF1R was identified as a key regulatory gene in the miRNA-mRNA network related to mammary gland development. Experimental validation showed that chi-miR-423-3p inhibited mammary epithelial cell proliferation, induced G1/S cell cycle arrest, and promoted apoptosis by targeting IGF1R and suppressing the PI3K/Akt pathway. Conclusion This study highlights the dynamic regulatory roles of miRNAs in the goat mammary gland across lactation stages. Notably, the miR-423-3p/IGF1R axis is a key regulator of mammary remodeling during the dry period, offering new insights into the molecular basis of mammary gland functional transitions.
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Affiliation(s)
- Yanan Peng
- Key Laboratory of Livestock and Forage Resources Utilization around Tarim, Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, Tarim University, Alar, Xinjiang, China
| | - Xinhua Duan
- Animal Husbandry and Veterinary Bureau of Tashkurgan County, Kashgar, Xinjiang, China
| | - Linfan Zhang
- Key Laboratory of Livestock and Forage Resources Utilization around Tarim, Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, Tarim University, Alar, Xinjiang, China
| | - Yiyi Guo
- Key Laboratory of Livestock and Forage Resources Utilization around Tarim, Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, Tarim University, Alar, Xinjiang, China
| | - Jinlin Cao
- Key Laboratory of Livestock and Forage Resources Utilization around Tarim, Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, Tarim University, Alar, Xinjiang, China
| | - Weiping Ao
- Key Laboratory of Livestock and Forage Resources Utilization around Tarim, Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, Tarim University, Alar, Xinjiang, China
| | - Rong Xuan
- Key Laboratory of Livestock and Forage Resources Utilization around Tarim, Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, Tarim University, Alar, Xinjiang, China
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2
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Vang AL, Dorea JRR, Hernandez LL. Graduate Student Literature Review: Mammary gland development in dairy cattle-Quantifying growth and development. J Dairy Sci 2024; 107:11611-11620. [PMID: 39343206 PMCID: PMC11614682 DOI: 10.3168/jds.2024-25007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 08/26/2024] [Indexed: 10/01/2024]
Abstract
Mammary gland development research in dairy cattle has improved tremendously over the years, ranging from palpation to methods such as DNA and RNA sequencing, histological imaging, and medical imaging. Despite these advancements, limited evidence relating milk production with early mammary development exists due to incomplete and conflicting data. Further, data are typically not collected longitudinally in the same animals allowing for repeated measures analysis. Additional research is necessary to better understand development of the mammary gland and its direct relationship with subsequent ability to produce milk. As ultrasound has been shown to be a reliable method of visualizing mammary gland structure and parenchymal composition throughout the different stages of development in dairy cattle, it is possible that ultrasound technology can be used in future research to monitor and visualize longitudinal mammary development in dairy cattle noninvasively, and identify quantitative features indicative of milk production potential without culling. Identification of features indicative of higher milk production potential would not only aid in the selection of replacement heifers, but also has potential applications to human medicine with possible prediction of lactation potential in humans.
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Affiliation(s)
- Alysia L Vang
- Department of Animal and Dairy Science, University of Wisconsin-Madison, Madison, WI 53706.
| | - Joao R R Dorea
- Department of Animal and Dairy Science, University of Wisconsin-Madison, Madison, WI 53706
| | - Laura L Hernandez
- Department of Animal and Dairy Science, University of Wisconsin-Madison, Madison, WI 53706
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3
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García-Sancha N, Corchado-Cobos R, Blanco-Gómez A, Cunillera Puértolas O, Marzo-Castillejo M, Castillo-Lluva S, Alonso-López D, De Las Rivas J, Pozo J, Orfao A, Valero-Juan L, Patino-Alonso C, Perera D, Venkitaraman AR, Mao JH, Chang H, Mendiburu-Eliçabe M, González-García P, Caleiras E, Peset I, Cenador MBG, García-Criado FJ, Pérez-Losada J. Cabergoline as a Novel Strategy for Post-Pregnancy Breast Cancer Prevention in Mice and Human. RESEARCH SQUARE 2024:rs.3.rs-3854490. [PMID: 38405932 PMCID: PMC10889045 DOI: 10.21203/rs.3.rs-3854490/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Post-pregnancy breast cancer often carries a poor prognosis, posing a major clinical challenge. The increasing trend of later-life pregnancies exacerbates this risk, highlighting the need for effective chemoprevention strategies. Current options, limited to selective estrogen receptor modulators, aromatase inhibitors, or surgical procedures, offer limited efficacy and considerable side effects. Here, we report that cabergoline, a dopaminergic agonist, reduces the risk of breast cancer post-pregnancy in a Brca1/P53-deficient mouse model, with implications for human breast cancer prevention. We show that a single dose of cabergoline administered post-pregnancy significantly delayed the onset and reduced the incidence of breast cancer in Brca1/P53-deficient mice. Histological analysis revealed a notable acceleration in post-lactational involution over the short term, characterized by increased apoptosis and altered gene expression related to ion transport. Over the long term, histological changes in the mammary gland included a reduction in the ductal component, decreased epithelial proliferation, and a lower presence of recombinant Brca1/P53 target cells, which are precursors of tumors. These changes serve as indicators of reduced breast cancer susceptibility. Additionally, RNA sequencing identified gene expression alterations associated with decreased proliferation and mammary gland branching. Our findings highlight a mechanism wherein cabergoline enhances the protective effect of pregnancy against breast cancer by potentiating postlactational involution. Notably, a retrospective cohort study in women demonstrated a markedly lower incidence of post-pregnancy breast cancer in those treated with cabergoline compared to a control group. Our work underscores the importance of enhancing postlactational involution as a strategy for breast cancer prevention, and identifies cabergoline as a promising, low-risk option in breast cancer chemoprevention. This strategy has the potential to revolutionize breast cancer prevention approaches, particularly for women at increased risk due to genetic factors or delayed childbirth, and has wider implications beyond hereditary breast cancer cases.
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Affiliation(s)
| | | | | | - Oriol Cunillera Puértolas
- Unitat de Suport a la Recerca Metropolitana Sud, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), L'Hospitalet de LL
| | - Mercè Marzo-Castillejo
- Unitat de Suport a la Recerca - IDIAP Jordi Gol. Direcció d'Atenció Primària Costa de Ponent, Institut Català de la Salut
| | | | - Diego Alonso-López
- Cancer Research Center (CIC-IBMCC, CSIC/USAL), Consejo Superior de Investigaciones Científicas (CSIC) and University of Salamanca (USAL)
| | - Javier De Las Rivas
- Cancer Research Center (IBMCC, CSIC/USAL), Consejo Superior de Investigaciones Cientificas & University of Salamanca
| | - Julio Pozo
- Servicio de Citometría, Departamento de Medicina, Biomedical Research Networking Centre on Cancer CIBER-CIBERONC (CB16/12/00400), Institute of Health Carlos III, and Instituto de Biolog
| | | | - Luis Valero-Juan
- Departamento de Ciencias Biomédicas y del Diagnóstico. Universidad de Salamanca
| | | | - David Perera
- The Medical Research Council Cancer Unit, University of Cambridge
| | | | | | | | | | | | | | - Isabel Peset
- Spanish National Cancer Research Centre (CNIO), Madrid
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4
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Yao H, Liang X, Dou Z, Zhao Z, Ma W, Hao Z, Yan H, Wang Y, Wu Z, Chen G, Yang J. Transcriptome analysis to identify candidate genes related to mammary gland development of Bactrian camel ( Camelus bactrianus). Front Vet Sci 2023; 10:1196950. [PMID: 37342620 PMCID: PMC10277799 DOI: 10.3389/fvets.2023.1196950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 05/19/2023] [Indexed: 06/23/2023] Open
Abstract
Introduction The demand for camel milk, which has unique therapeutic properties, is increasing. The mammary gland is the organ in mammals responsible for the production and quality of milk. However, few studies have investigated the genes or pathways related to mammary gland growth and development in Bactrian camels. This study aimed to compare the morphological changes in mammary gland tissue and transcriptome expression profiles between young and adult female Bactrian camels and to explore the potential candidate genes and signaling pathways related to mammary gland development. Methods Three 2 years-old female camels and three 5 years-old adult female camels were maintained in the same environment. The parenchyma of the mammary gland tissue was sampled from the camels using percutaneous needle biopsy. Morphological changes were observed using hematoxylin-eosin staining. High-throughput RNA sequencing was performed using the Illumina HiSeq platform to analyze changes in the transcriptome between young and adult camels. Functional enrichment, pathway enrichment, and protein-protein interaction networks were also analyzed. Gene expression was verified using quantitative real-time polymerase chain reaction (qRT-PCR). Results Histomorphological analysis showed that the mammary ducts and mammary epithelial cells in adult female camels were greatly developed and differentiated from those in young camels. Transcriptome analysis showed that 2,851 differentially expressed genes were obtained in the adult camel group compared to the young camel group, of which 1,420 were upregulated, 1,431 were downregulated, and 2,419 encoded proteins. Functional enrichment analysis revealed that the upregulated genes were significantly enriched for 24 pathways, including the Hedgehog signaling pathway which is closely related to mammary gland development. The downregulated genes were significantly enriched for seven pathways, among these the Wnt signaling pathway was significantly related to mammary gland development. The protein-protein interaction network sorted the nodes according to the degree of gene interaction and identified nine candidate genes: PRKAB2, PRKAG3, PLCB4, BTRC, GLI1, WIF1, DKK2, FZD3, and WNT4. The expression of fifteen genes randomly detected by qRT-PCR showed results consistent with those of the transcriptome analysis. Discussion Preliminary findings indicate that the Hedgehog, Wnt, oxytocin, insulin, and steroid biosynthesis signaling pathways have important effects on mammary gland development in dairy camels. Given the importance of these pathways and the interconnections of the involved genes, the genes in these pathways should be considered potential candidate genes. This study provides a theoretical basis for elucidating the molecular mechanisms associated with mammary gland development and milk production in Bactrian camels.
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Affiliation(s)
- Huaibing Yao
- Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and Technology, Xinjiang University, Ürümqi, China
- Xinjiang Camel Industry Engineering Technology Research Center, Ürümqi, China
| | - Xiaorui Liang
- Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and Technology, Xinjiang University, Ürümqi, China
- Xinjiang Camel Industry Engineering Technology Research Center, Ürümqi, China
| | - Zhihua Dou
- Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and Technology, Xinjiang University, Ürümqi, China
- Xinjiang Camel Industry Engineering Technology Research Center, Ürümqi, China
| | - Zhongkai Zhao
- Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and Technology, Xinjiang University, Ürümqi, China
- Xinjiang Camel Industry Engineering Technology Research Center, Ürümqi, China
| | - Wanpeng Ma
- College of Veterinary Medicine, Xinjiang Agricultural University, Ürümqi, China
| | - Zelin Hao
- Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and Technology, Xinjiang University, Ürümqi, China
- Xinjiang Camel Industry Engineering Technology Research Center, Ürümqi, China
| | - Hui Yan
- Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and Technology, Xinjiang University, Ürümqi, China
- Xinjiang Camel Industry Engineering Technology Research Center, Ürümqi, China
| | - Yuzhuo Wang
- Xinjiang Altai Regional Animal Husbandry Veterinary Station, Altay, China
| | - Zhuangyuan Wu
- Xinjiang Altai Regional Animal Husbandry Veterinary Station, Altay, China
| | - Gangliang Chen
- Xinjiang Camel Industry Engineering Technology Research Center, Ürümqi, China
- Bactrian Camel Academy of Xinjiang, Wangyuan Camel Milk Limited Company, Altay, China
| | - Jie Yang
- Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and Technology, Xinjiang University, Ürümqi, China
- Xinjiang Camel Industry Engineering Technology Research Center, Ürümqi, China
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5
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Baker PH, Jacobi SK, Akers RM, Enger BD. Histological tissue structure alterations resulting from Staphylococcus aureus intramammary infection in heifer mammary glands hormonally induced to rapidly grow and develop. J Dairy Sci 2023; 106:1370-1382. [PMID: 36526461 DOI: 10.3168/jds.2022-22463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 09/12/2022] [Indexed: 12/15/2022]
Abstract
Intramammary infections (IMI) are common in nonlactating dairy cattle and are expected to impair mammary growth and development and reduce future milk production. The objective of this study was to histologically evaluate how IMI alter tissue structure in growing and developing heifer mammary glands. A total of 18 nonpregnant, nonlactating heifers between 11 and 14 mo of age were used in the present study. Heifers received daily supraphysiological injections of estradiol and progesterone for 14 d to stimulate rapid mammary growth and development. One-quarter of each heifer was subsequently infused with Staphylococcus aureus (CHALL) while a second quarter served as an uninfected control (UNINF). Heifers were randomly selected and euthanized either the last day of hormonal injections to observe IMI effects on mammary gland growth (GRO), or 13 d post-injections, to observe IMI effects on mammary development (DEV). Mammary tissues were collected from the center and edge parenchymal regions of each mammary gland for morphometric tissue area evaluation. For GRO tissues, CHALL quarters had less epithelial tissue area and marginally more intralobular stroma tissue area than UNINF quarters. Tissue areas occupied by luminal space, extralobular stroma, adipose, and lobular tissue were similar. For DEV tissues, area occupied by epithelium, luminal space, intralobular stroma, and extralobular stroma did not differ between quarter treatments, but UNINF quarters had more adipose tissue area and marginally less lobular area than CHALL quarters. Results indicate that IMI in growing and developing mammary glands reduces mammary epithelial growth and alters mammary gland development by impairing epithelial branching into the mammary fat pad. Taken together, these tissue changes before calving may have adverse effects on milk production. Therefore, an important focus should be placed on improving udder health in replacement heifers through management strategies that mitigate the deleterious effects of IMI and promote the positive development of the mammary gland.
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Affiliation(s)
- Pari H Baker
- Department of Animal Sciences, Ohio Agricultural Research and Development Center, The Ohio State University, Wooster 44691
| | - Sheila K Jacobi
- Department of Animal Sciences, The Ohio State University, Columbus 43210
| | - R Michael Akers
- Department of Dairy Science, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - Benjamin D Enger
- Department of Animal Sciences, Ohio Agricultural Research and Development Center, The Ohio State University, Wooster 44691.
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6
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Ren J, Ren M, Mo Z, Lei M. Study on Anti-Inflammatory Mechanism of Angelica pubescens Based on Network Pharmacology and Molecular Docking. Nat Prod Commun 2023. [DOI: 10.1177/1934578x221146616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
References and data show that AP has a certain effect on alleviating inflammation. Based on the methods of network pharmacology and molecular docking, this paper predicts the potential mechanism of anti-inflammatory effect of the effective components. Methods: Active components and target genes of AP were screened out by SymMap, an associated database of TCM syndromes. First, screen out the active components according to the setting conditions, and its molecular structure file was obtained from the PubChem database. The target genes of anti-inflammatory effect were obtained from GeneCards database with “anti-inflammation effect” as the keyword, and then the common gene targets between AP and anti-inflammatory effect were screened. The PPI network diagram was constructed with Cytoscape 3.80 software to screen the core genes. The GO function and KEGG pathway of the core genes were enriched and analyzed by David database; 3D view of proteins encoded by the core gene from the PDB database, conduct molecular docking between the active components and the core proteins in Auto Dock Vina software, and made a heat map with binding free energy. Results: The main anti-inflammatory components were O-Acetylcolumbianetin, isoindigo, Nodakenetin, Marmesin, Diphencyprone; The core targets are TNF, VEGFA, IL6, TP53, IL1B, ESR1, MMP9, PPARG, Jun, CASP3, PTGS2. AP participated in cytokine-mediated signaling pathway, response to drug, positive regulation of gene expression, and other processes by regulating the combination of extracellular space, cell surface with protein and enzyme, and then exert anti-inflammatory activity. The signal pathways mainly involved IL-17 signaling pathway, hepatitis B, TNF signaling pathway, inflammatory bowel disease, rheumatoid arthritis, etc.; Through molecular docking, it was found that the key targets were MMP9, TNF, PTGS2, ESR1, JUN, and PPARG, while the active components which ha,d a strong effect on these genes were O-Acetylcolumbianetin, isoindigo, Nodakenetin, Marmesin, Diphencyprone. Conclusion: This study used network pharmacology and molecular docking methods to predict the potential active components, target genes, and signal pathways of the anti-inflammatory effect of AP, so as to provide a theoretical reference for the follow-up experimental research and clinical treatment of AP.
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Affiliation(s)
- Jianwei Ren
- Tibet University Medical College, Lhasa, China
| | - Minghui Ren
- Tibet University Medical College, Lhasa, China
| | | | - Ming Lei
- Department of Science and Technology of Tibet Autonomous Region, Lhasa, China
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7
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Laporta J, Dado-Senn B, Skibiel AL. Late gestation hyperthermia: epigenetic programming of daughter's mammary development and function. Domest Anim Endocrinol 2022; 78:106681. [PMID: 34600221 DOI: 10.1016/j.domaniend.2021.106681] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 09/01/2021] [Accepted: 09/02/2021] [Indexed: 12/30/2022]
Abstract
Exposure to stressors during early developmental windows, such as prenatally (i.e., in utero), can have life-long implications for an animal's health and productivity. The mammary gland starts developing in utero and, like other developing tissues and organs, may undergo fetal programming. Previous research has implicated factors, such as prenatal exposure to endocrine disruptors or alterations in maternal diet (e.g., maternal over or undernutrition), that can influence the developmental trajectory of the offspring mammary gland in postnatal life. However, the direct links between prenatal insults and future productive outcomes are less documented in livestock species. Research on in utero hyperthermia effects on early-life mammary development is scarce. This review will provide an overview of key developmental milestones taking place in the bovine mammary gland during the pre- and postnatal stages. We will showcase how intrauterine hyperthermia, experienced by the developing fetus during the last trimester of gestation, derails postnatal mammary gland development and impairs its synthetic capacity later in life. We will provide insights into the underlying histological, cellular, and molecular mechanisms taking place at key postnatal developmental life stages, including birth, weaning and the first lactation, that might explain permanent detriments in productivity long after the initial exposure to hyperthermia. Collectively, our studies indicate that prenatal hyperthermia jeopardizes the normal developmental trajectory of the mammary gland from fetal development to lactation. Further, in utero hyperthermia epigenetically programs the udder, and possibly other organs critical to lactation, yielding a less resilient and less productive cow for multiple lactations.
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Affiliation(s)
- J Laporta
- Department of Animal and Dairy Sciences, University of Wisconsin, Madison, USA.
| | - B Dado-Senn
- Department of Animal and Dairy Sciences, University of Wisconsin, Madison, USA
| | - A L Skibiel
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Idaho, USA
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8
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Ylioja CM, Carpenter AJ, Mamedova LK, Daniels KM, Ross PJ, Laflin SL, Swartz TH, Bradford BJ. Effects of sodium salicylate and time postpartum on mammary tissue proliferation, gene transcript profile, and DNA methylation. J Dairy Sci 2021; 104:11259-11276. [PMID: 34304880 DOI: 10.3168/jds.2020-20109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 05/12/2021] [Indexed: 11/19/2022]
Abstract
Previous studies have demonstrated nonsteroidal antiinflammatory drug treatment in early lactation had a positive impact on whole-lactation milk production in older cows. The objective of this study was to evaluate proliferative, transcriptional, and epigenetic changes in the mammary gland that could explain increased production responses due to nonsteroidal antiinflammatory drug treatment. Sodium salicylate (SAL; 125 g/d) or water (CON) were administered via oral drench to multiparous Holstein cows (n = 8/treatment) once daily for 3 d beginning approximately 24 h after parturition, and mammary tissue was collected on d 1, 4, and 45 postpartum. Day 1 tissue was collected immediately preceding the initial drench, and d 4 tissue was collected 24 h following the final drench. Blood was collected twice weekly and analyzed for plasma glucose, insulin, β-hydroxybutyrate, free fatty acids, and prolactin. Cows were milked twice daily until d 7 of lactation, and thrice daily for the remainder of the study. Total RNA extracted from tissue was deep-sequenced and analyzed for differential gene expression using DESeq2. We detected no treatment effect on milk yield or plasma metabolites through 45 d of lactation; additionally, no change in mammary epithelial cell proliferation was detected when assessed by Ki67 labeling. Comparison of SAL versus CON revealed that only 16 of 18,286 genes were differentially expressed (false discovery rate <0.1) in mammary tissue collected on d 45, whereas no differentially expressed genes due to treatment were detected on d 1 or 4. Analysis of transcriptional differences over time showed downregulation of pathways related to immune cell recruitment and differentiation, and extensive overlap with pathways related to cholesterol synthesis and liver X receptor signaling. Global DNA methylation of mammary tissue was decreased for CON compared with SAL. Transcriptome analysis emphasized extensive involvement of immune-related signaling pathways in the switch from lactogenesis to galactopoiesis, and changes in methylation with SAL treatment merit future investigation into epigenetic effects on milk production.
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Affiliation(s)
- C M Ylioja
- Department of Animal Sciences and Industry, Kansas State University, Manhattan 66506
| | - A J Carpenter
- Department of Animal Sciences and Industry, Kansas State University, Manhattan 66506
| | - L K Mamedova
- Department of Animal Sciences and Industry, Kansas State University, Manhattan 66506; Department of Animal Science, Michigan State University, East Lansing 48824
| | - K M Daniels
- Department of Dairy Science, Virginia Tech, Blacksburg 24061
| | - P J Ross
- Department of Animal Science, University of California, Davis 95616
| | - S L Laflin
- Department of Clinical Sciences, Kansas State University, Manhattan 66506
| | - T H Swartz
- Department of Animal Sciences and Industry, Kansas State University, Manhattan 66506; Department of Animal Science, Michigan State University, East Lansing 48824
| | - B J Bradford
- Department of Animal Sciences and Industry, Kansas State University, Manhattan 66506; Department of Animal Science, Michigan State University, East Lansing 48824.
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9
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Hardy NR, Enger KM, Hanson J, Eastridge ML, Moraes LE, Enger BD. Organization of mammary blood vessels as affected by mammary parenchymal region and estradiol administration in Holstein heifer calves. J Dairy Sci 2021; 104:6200-6211. [PMID: 33663842 DOI: 10.3168/jds.2020-19233] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 12/29/2020] [Indexed: 11/19/2022]
Abstract
Mammary blood flow is central to mammary growth, development, and productivity, but the development of the vasculature network is poorly understood. The objective of this study was to determine how the vascular system adapts to mammary growth by inducing different levels of mammary growth and examining 2 regions of mammary parenchymal tissue. Holstein heifer calves (n = 12) received daily injections on the days immediately preceding euthanasia at 82 d of age. Treatments were control (CON), short-term estradiol (STE), and long-term estradiol (LTE). The CON calves received corn oil injections, the STE calves received 9 injections of corn oil followed by 3 injections of estradiol, and the LTE calves received 12 estradiol injections. Mammary tissues were collected from the center and edge parenchymal regions of all right rear mammary glands to quantify the tissue area of various tissue structures, the percentage of proliferating epithelial cells, and the number and form of blood vessels. Results showed that LTE calves had a greater tissue area occupied by epithelium than CON and STE calves, and the epithelial area in CON and STE calves was similar. Edge parenchyma had a greater percentage of proliferating epithelial cells than center parenchyma across all treatment groups. In the edge region, LTE calves had the greatest percentage of proliferating epithelial cells, coinciding with greater epithelial area. The number of blood vessels per unit of tissue area was greater in center than in edge parenchyma; the corresponding vessel surface area per unit of tissue area followed the same pattern. Mammary blood vessel measures were not markedly influenced by estradiol treatment. These results highlight the marked difference in the number and organization of blood vessels in different mammary parenchyma regions but indicate that the effects of estradiol on stimulating mammary epithelial proliferation does not directly translate to increasing numbers of blood vessels.
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Affiliation(s)
- N R Hardy
- Department of Animal Sciences, Ohio Agricultural Research and Development Center, The Ohio State University, Wooster 44691
| | - K M Enger
- Department of Animal Sciences, Ohio Agricultural Research and Development Center, The Ohio State University, Wooster 44691
| | - J Hanson
- Food Animal Health Research Program, Ohio Agricultural Research and Development Center, The Ohio State University, Wooster 44691
| | - M L Eastridge
- Department of Animal Sciences, The Ohio State University, Columbus 43210
| | - L E Moraes
- Department of Animal Sciences, The Ohio State University, Columbus 43210
| | - B D Enger
- Department of Animal Sciences, Ohio Agricultural Research and Development Center, The Ohio State University, Wooster 44691.
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10
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Ortega S, Halicek M, Fabelo H, Callico GM, Fei B. Hyperspectral and multispectral imaging in digital and computational pathology: a systematic review [Invited]. BIOMEDICAL OPTICS EXPRESS 2020; 11:3195-3233. [PMID: 32637250 PMCID: PMC7315999 DOI: 10.1364/boe.386338] [Citation(s) in RCA: 88] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 03/28/2020] [Accepted: 05/08/2020] [Indexed: 05/06/2023]
Abstract
Hyperspectral imaging (HSI) and multispectral imaging (MSI) technologies have the potential to transform the fields of digital and computational pathology. Traditional digitized histopathological slides are imaged with RGB imaging. Utilizing HSI/MSI, spectral information across wavelengths within and beyond the visual range can complement spatial information for the creation of computer-aided diagnostic tools for both stained and unstained histological specimens. In this systematic review, we summarize the methods and uses of HSI/MSI for staining and color correction, immunohistochemistry, autofluorescence, and histopathological diagnostic research. Studies include hematology, breast cancer, head and neck cancer, skin cancer, and diseases of central nervous, gastrointestinal, and genitourinary systems. The use of HSI/MSI suggest an improvement in the detection of diseases and clinical practice compared with traditional RGB analysis, and brings new opportunities in histological analysis of samples, such as digital staining or alleviating the inter-laboratory variability of digitized samples. Nevertheless, the number of studies in this field is currently limited, and more research is needed to confirm the advantages of this technology compared to conventional imagery.
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Affiliation(s)
- Samuel Ortega
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX 75080, USA
- Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Campus de Tafira, 35017, Las Palmas de Gran Canaria, Las Palmas, Spain
- These authors contributed equally to this work
| | - Martin Halicek
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX 75080, USA
- Department of Biomedical Engineering, Georgia Inst. of Tech. and Emory University, Atlanta, GA 30322, USA
- These authors contributed equally to this work
| | - Himar Fabelo
- Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Campus de Tafira, 35017, Las Palmas de Gran Canaria, Las Palmas, Spain
| | - Gustavo M Callico
- Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Campus de Tafira, 35017, Las Palmas de Gran Canaria, Las Palmas, Spain
| | - Baowei Fei
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX 75080, USA
- University of Texas Southwestern Medical Center, Advanced Imaging Research Center, Dallas, TX 75235, USA
- University of Texas Southwestern Medical Center, Department of Radiology, Dallas, TX 75235, USA
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11
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Yohe TT, Schramm H, Parsons CLM, Tucker HLM, Enger BD, Hardy NR, Daniels KM. Form of calf diet and the rumen. I: Impact on growth and development. J Dairy Sci 2019; 102:8486-8501. [PMID: 31279553 DOI: 10.3168/jds.2019-16449] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 05/01/2019] [Indexed: 12/29/2022]
Abstract
Preweaning diet is known to affect rumen tissue appearance at the gross level. The objectives of this experiment were to investigate effects of different preweaning diets on the growth and development of the rumen epithelium and on putative rumen epithelial stem and progenitor cell measurements at the gene and cell levels. Neonatal Holstein bull calves (n = 11) were individually housed and randomly assigned to 1 of 2 diets. The diets were milk replacer only (MRO; n = 5) or milk replacer with starter (MRS; n = 6). Diets were isoenergetic (3.87 ± 0.06 Mcal of metabolizable energy per day) and isonitrogenous (0.17 ± 0.003 kg/d of apparent digestible protein). Milk replacer was 22% crude protein, 21.5% fat (dry matter basis). The textured calf starter was 21.5% crude protein (dry matter basis). Water was available ad libitum and feed and water intake were recorded daily. Putative stem and progenitor cells were labeled by administering a thymidine analog (5-bromo-2'-deoxyuridine, BrdU; 5 mg/kg of body weight in sterile saline) for 5 consecutive days and allowed a 25-d washout period. Calves were killed at 43 ± 1 d after a 6 h exposure to a defined concentration of volatile fatty acids. We obtained rumen tissue from the ventral sac and used it for immunohistochemical analyses of BrdU (putative stem and progenitor cells) and Ki67 (cell proliferation), gene expression analysis, and morphological measurements via hematoxylin and eosin staining. Epithelial stem and progenitor cell gene markers of interest, analyzed by real-time quantitative PCR, were β1-integrin, keratin-14, notch-1, tumor protein p63, and leucine-rich repeat-containing G protein-coupled receptor 5. Body growth did not differ by diet, but empty reticulorumens were heavier in MRS calves (MRS: 0.67 ± 0.04 kg; MRO: 0.39 ± 0.04 kg). The percentage of label-retaining BrdU basale cells was higher in MRO calves than in MRS calves (2.0 ± 0.3% vs. 0.3 ± 0.2%, respectively). We observed a higher percentage of basale cells undergoing proliferation in MRS calves than in MRO calves (18.4 ± 2.6% vs. 10.8 ± 2.8%, respectively). Rumen epithelial gene expression was not affected by diet, but the submucosa was thicker in MRO calves and the epithelium and corneum/keratin layers were thicker in MRS calves. Presumptive stem and progenitor cells in the rumen epithelium were identifiable by their ability to retain labeled DNA in the long term, changed proliferative status in response to diet, and likely contributed to observed treatment differences in rumen tissue thickness.
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Affiliation(s)
- T T Yohe
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - H Schramm
- Virginia Maryland Regional College of Veterinary Medicine, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - C L M Parsons
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - H L M Tucker
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - B D Enger
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - N R Hardy
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - K M Daniels
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061.
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12
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Yohe TT, Schramm H, White RR, Hanigan MD, Parsons CLM, Tucker HLM, Enger BD, Hardy NR, Daniels KM. Form of calf diet and the rumen. II: Impact on volatile fatty acid absorption. J Dairy Sci 2019; 102:8502-8512. [PMID: 31279552 DOI: 10.3168/jds.2019-16450] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 05/01/2019] [Indexed: 11/19/2022]
Abstract
Diet is known to affect rumen growth and development. Calves fed an all-liquid diet have smaller and less developed rumens and a decreased ability to absorb volatile fatty acids (VFA) compared to calves fed both liquid and dry feed. However, it is unknown how rumens respond when challenged with a defined concentration of VFA. The objective of this study was to assess the effects of 2 different feeding programs on VFA absorption in preweaned calves. Neonatal Holstein bull calves were individually housed and randomly assigned to 1 of 2 diets. The diets were milk replacer only (MRO; n = 5) or milk replacer with starter (MRS; n = 6). Diets were isoenergetic (3.87 ± 0.06 Mcal of metabolizable energy per day) and isonitrogenous (0.17 ± 0.003 kg/d of apparent digestible protein). Milk replacer was 22% crude protein, 21.5% fat (dry matter basis). The textured calf starter was 21.5% crude protein (dry matter basis). Feed and ad libitum water intakes were recorded daily. Calves were exposed to a defined concentration of VFA buffer (acetate 143 mM, propionate 100 mM, butyrate 40.5 mM) 6 h before euthanasia on d 43 ± 1. Rumen fluid samples were obtained every 15 to 30 min for 6 h to measure the rate of VFA absorption. Rumen tissues were obtained from the ventral sac region and processed for morphological and immunohistochemical analyses of the VFA transporters monocarboxylate transporter 1 (MCT1) and 4 (MCT4). Body growth did not differ between diets, but empty reticulorumens were heavier in MRS than MRO calves (0.67 vs. 0.39 ± 0.04 kg) and MRS calves had larger papillae areas (0.76 vs. 15 ± 0.08 mm2). We observed no differences between diets in terms of the abundance of MCT1 and MCT4 per unit area. These results indicate that the extrapolated increase in total abundance of MCT1 or MCT4 in MRS calves was not due to increased transporter density per unit area. Modeled VFA absorption metrics (flux, mmol/h, or 6 h absorbed VFA in mmol) were not different across diets. These results demonstrate that the form of calfhood diet, whether solely MR or MR and starter, does not alter VFA absorption capacity when the rumen is exposed to a defined concentration of VFA at 6 wk of age.
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Affiliation(s)
- T T Yohe
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - H Schramm
- Virginia Maryland Regional College of Veterinary Medicine, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - R R White
- Animal and Poultry Sciences Department, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - M D Hanigan
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - C L M Parsons
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - H L M Tucker
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - B D Enger
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - N R Hardy
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - K M Daniels
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24061.
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13
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Enger BD, Tucker HLM, Nickerson SC, Parsons CLM, Akers RM. Effects of Staphylococcus aureus intramammary infection on the expression of estrogen receptor α and progesterone receptor in mammary glands of nonlactating cows administered estradiol and progesterone to stimulate mammary growth. J Dairy Sci 2019; 102:2607-2617. [PMID: 30639023 DOI: 10.3168/jds.2018-15499] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 11/20/2018] [Indexed: 11/19/2022]
Abstract
Intramammary infections (IMI) are prevalent in nonlactating dairy cattle and are known to alter mammary structure and negatively affect the amount of mammary epithelium in the gland. Mechanisms responsible for the observed changes in mammary growth during an IMI are poorly understood, yet the importance of the key mammogenic hormones driving mammary growth is well recognized. This study's objective was to characterize the expression of estrogen receptor α (ESR1) and progesterone receptor (PGR) in mammary glands stimulated to grow and develop in the presence or absence of an IMI as well as preliminarily characterize myoepithelial cell response to IMI. Mammary growth was stimulated in 18 nonpregnant, nonlactating dairy cows using subcutaneous estradiol and progesterone injections, and 2 culture-negative quarters of each cow were subsequently infused with either saline (n = 18) or Staphylococcus aureus (n = 18). Mammary parenchyma tissues were collected 5 d (n = 9) or 10 d (n = 9) postchallenge and examined using immunofluorescence microscopy to quantify positive nuclei and characterize staining features. There tended to be a greater number of ESR1-positive nuclei observed across 8 random mammary parenchyma fields of view in saline quarters than in Staph. aureus quarters (201 vs. 163 ± 44 nuclei). Saline quarters also contained a greater number of PGR-positive nuclei (520 vs. 440 ± 45 nuclei) and myoepithelial cells (971 vs. 863 ± 48 nuclei) than Staph. aureus-challenged quarters. However, when ESR1, PGR, and myoepithelial nuclei counts were adjusted for Staph. aureus quarters containing less epithelium, differences between quarter treatments abated. The examined ESR1 and PGR staining characteristics were similar between saline and Staph. aureus quarters but were differentially affected by day of tissue collection. Additionally, nuclear staining area of myoepithelial cells was greater in Staph. aureus quarters than in saline quarters. These results indicate that IMI had little effect on the number or staining characteristics of ESR1- or PGR-positive nuclei relative to epithelial area, but myoepithelial cells appear to be affected by IMI and the associated inflammation in nonlactating mammary glands that were stimulated to grow rapidly using mammogenic hormones. Accordingly, reductions in mammary epithelium in affected glands are not suspected to be resultant of alterations in the number or staining characteristics of ESR1- or PGR-positive mammary epithelial cells.
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Affiliation(s)
- B D Enger
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24060
| | - H L M Tucker
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24060
| | - S C Nickerson
- Animal and Dairy Science Department, University of Georgia, Athens 30602
| | - C L M Parsons
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24060
| | - R M Akers
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg 24060.
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14
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Review: The pre-pubertal bovine mammary gland: unlocking the potential of the future herd. Animal 2019; 13:s4-s10. [DOI: 10.1017/s1751731119001204] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
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15
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Tucker HLM, Holdridge J, Parsons CLM, Akers RM. Excess deposition of collagen in mammary glands of tamoxifen-treated Holstein heifers is associated with impaired mammary growth. Domest Anim Endocrinol 2018; 65:49-55. [PMID: 29894894 DOI: 10.1016/j.domaniend.2018.05.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Revised: 04/26/2018] [Accepted: 05/11/2018] [Indexed: 01/28/2023]
Abstract
It is established that the ovary and estrogen are essential to bovine mammary development with the onset of puberty. Recent studies have shown that ovariectomy in the very early prepubertal period, well before onset of puberty, also dramatically impairs mammary growth. Similarly, prepubertal heifers treated with the antiestrogen tamoxifen (TAM) also exhibit markedly impaired mammary growth in correspondence with reduced estrogen receptor α (ESR1) expression. Our objective was to evaluate the effect of TAM on the mammary stroma and specifically to determine if the reported decrease in mammary development was related to changes in TAM-induced alterations in the stroma surrounding the mammary parenchyma. Briefly, 16 Holstein heifers calves were randomly assigned to one of 2 treatment groups: TAM-injected or control. Calves were administered TAM (0.3 mg kg1 d1) or placebo from 28 to 120 d of age. At day 120, calves were euthanized and udders removed. Mammary tissue from near the boundary between the parenchyma and surrounding mammary fat pad was collected for histology and morphometric analysis, expression of selected extracellular matrix-related genes, and quantitation of stromal collagen deposition by study of Sirius Red-stained tissue sections imaged with polarized light. Compared with tissue from control heifers, TAM heifers frequently exhibited areas with abundant fibroblasts and mesenchymal cells especially within the intralobular stroma, as well as less complex ductal structures. Among the array of extracellular matrix-related genes tested, only a small difference (P < 0.05) in expression of laminin was found between treatments. The relative tissue area occupied by stromal tissue was not impacted by treatment. However, the deposition of collagen within the stromal tissue was more than doubled (P < 0.0001) in TAM-treated heifers. These data suggest that blocking ESR1 expression with TAM allows for excessive collagen deposition in the stroma surrounding the developing epithelial structures and that this interferes with both the degree of overall mammary parenchymal development, as well as the pattern of normal ductal morphogenesis.
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Affiliation(s)
- H L M Tucker
- Department of Dairy Science, Virginia Tech, Blacksburg, VA 24061, USA
| | - J Holdridge
- Department of Dairy Science, Virginia Tech, Blacksburg, VA 24061, USA
| | - C L M Parsons
- Department of Dairy Science, Virginia Tech, Blacksburg, VA 24061, USA
| | - R M Akers
- Department of Dairy Science, Virginia Tech, Blacksburg, VA 24061, USA.
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16
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Enger BD, Crutchfield CE, Yohe TT, Enger KM, Nickerson SC, Parsons CLM, Akers RM. Staphylococcus aureus intramammary challenge in non-lactating mammary glands stimulated to rapidly grow and develop with estradiol and progesterone. Vet Res 2018; 49:47. [PMID: 29866164 PMCID: PMC5987444 DOI: 10.1186/s13567-018-0542-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Accepted: 05/09/2018] [Indexed: 11/23/2022] Open
Abstract
Intramammary infections (IMI) are prevalent in non-lactating dairy cattle and their occurrence during periods of significant mammary growth and development (i.e. pregnant heifers and dry cows) is believed to interfere with growth, development, and subsequent milk production. However, direct study of IMI impacts on non-lactating but developing mammary glands is lacking. The objectives of this study were to (1) define how IMI affected total and differential mammary secretion somatic cell counts in mammary glands stimulated to rapidly grow using estradiol and progesterone, and (2) characterize changes in mammary morphology in response to IMI. Mammary growth was stimulated in 19 non-pregnant, non-lactating cows and 2 quarters of each cow were subsequently infused with either saline (n = 19) or Staphylococcus aureus (n = 19). Mammary secretions were taken daily until mammary tissues were collected at either 5 or 10 days post-challenge. Staph. aureus quarter secretions yielded greater concentrations of somatic cells than saline quarters and contained a greater proportion of neutrophils. Staph. aureus mammary tissues exhibited higher degrees of immune cell infiltration in luminal and intralobular stroma compartments than saline quarters. Infected tissues also contained reduced areas of epithelium and tended to have greater amounts of intralobular stroma. Results indicate that IMI in non-lactating glands that were stimulated to grow, produced immune cell infiltration into mammary tissues and secretions, which was associated with changes in mammary tissue structure. The observed reduction of mammary epithelium indicates that IMI impair mammary development in rapidly growing mammary glands, which may reduce future reduced milk yields.
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Affiliation(s)
- Benjamin D Enger
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, USA
| | - Carly E Crutchfield
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, USA
| | - Taylor T Yohe
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, USA
| | - Kellie M Enger
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, USA
| | - Stephen C Nickerson
- Animal and Dairy Science Department, University of Georgia, Athens, GA, 30602, USA
| | - Catherine L M Parsons
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, USA
| | - Robert Michael Akers
- Dairy Science Department, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, USA.
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17
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Akers RM. TRIENNIAL LACTATION SYMPOSIUM/BOLFA: Plasticity of mammary development in the prepubertal bovine mammary gland. J Anim Sci 2018; 95:5653-5663. [PMID: 29293751 DOI: 10.2527/jas2017.1792] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Although peripubertal mammary development represents only a small fraction of the total mass of mammary parenchyma present in the udder at the end of gestation and into lactation, there is increasing evidence that the tissue foundations created in early life can affect future mammary development and function. Studies on expression of estrogen and progesterone receptors seem to confirm the relevance of these steroids in prepubertal mammary development, but connections with other growth factors, hormones, and local tissue factors remain elusive. Enhanced preweaning feeding in the bovine appears to enhance the capacity of mammary tissue to response to mammogenic stimulation. This suggests the possibility that improved early nutrition might allow for creation of stem or progenitor cell populations to better support the massive ductal growth and lobulo-alveolar development during gestation. Increasing evidence that immune cells are involved in mammary development suggests there are unexpected and poorly understood connections between the immune system and mammary development. This is nearly unexplored in ruminants. Development of new tools to identify, isolate, and characterize cell populations within the developing bovine mammary gland offer the possibility of identifying and perhaps altering populations of mammary stem cells or selected progenitor cells to modulate mammary development and, possibly, mammary function.
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18
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Akers RM. A 100-Year Review: Mammary development and lactation. J Dairy Sci 2017; 100:10332-10352. [DOI: 10.3168/jds.2017-12983] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Accepted: 06/15/2017] [Indexed: 01/13/2023]
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19
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Berryhill GE, Trott JF, Derpinghaus AL, Hovey RC. TRIENNIAL LACTATION SYMPOSIUM/BOLFA: Dietary regulation of allometric ductal growth in the mammary glands. J Anim Sci 2017; 95:5664-5674. [PMID: 29293798 PMCID: PMC6292269 DOI: 10.2527/jas2017.1901] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2017] [Accepted: 09/18/2017] [Indexed: 12/25/2022] Open
Abstract
Although mammary gland growth and development in females is a lifelong process, it builds on isometric and allometric phases of mammary growth to establish a complex ductal network before and during puberty. Only then can other phases of branching and alveologenesis, differentiation, lactation, and involution proceed. Although the ductal network of various species differs in its histomorphology, all glands undergo a common phase of allometric growth when the mammary ducts penetrate into the supporting stromal microenvironment. Perhaps not surprisingly, different aspects of diet and nutrition can influence this allometric growth, either directly or indirectly. In this review, we outline some of the fundamental aspects of how allometric ductal growth in the mammary glands of various species is influenced by diet and nutrition and identify opportunities and questions for future investigation.
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Affiliation(s)
- G. E. Berryhill
- Department of Animal Science, University of California, Davis, One Shields Avenue, Davis 95616
| | - J. F. Trott
- Department of Animal Science, University of California, Davis, One Shields Avenue, Davis 95616
| | - A. L. Derpinghaus
- Department of Animal Science, University of California, Davis, One Shields Avenue, Davis 95616
| | - R. C. Hovey
- Department of Animal Science, University of California, Davis, One Shields Avenue, Davis 95616
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20
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Geiger A, Parsons C, Akers R. Feeding an enhanced diet to Holstein heifers during the preweaning period alters steroid receptor expression and increases cellular proliferation. J Dairy Sci 2017; 100:8534-8543. [DOI: 10.3168/jds.2017-12791] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Accepted: 06/07/2017] [Indexed: 11/19/2022]
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21
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Salis A, Porcu EP, Gavini E, Fois GR, Icaro Cornaglia A, Rassu G, Diana M, Maestri M, Giunchedi P, Nikolakakis I. In situ forming biodegradable poly(ε-caprolactone) microsphere systems: a challenge for transarterial embolization therapy. In vitro and preliminary ex vivo studies. Expert Opin Drug Deliv 2017; 14:453-465. [PMID: 28276966 DOI: 10.1080/17425247.2017.1295036] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND In situ forming biodegradable poly(ε-caprolactone) (PCL) microspheres (PCL-ISM) system was developed as a novel embolic agent for transarterial embolization (TAE) therapy of hepatocellular carcinoma (HCC). Ibuprofen sodium (Ibu-Na) was loaded on this platform to evaluate its potential for the treatment of post embolization syndrome. METHODS The influence of formulation parameters on the size/shape, encapsulation efficiency and drug release was investigated using mixture experimental design. Regression models were derived and used to optimize the formulation for particle size, encapsulation efficiency and drug release profile for TAE therapy. An ex vivo model using isolated rat livers was established to assess the in situ formation of microspheres. RESULTS All PCL-ISM components affected the studied properties and fitting indices of the regression models were high (Radj2 = 0.810 for size, 0.964 encapsulation efficiency, and 0.993 or 0.971 for drug release at 30 min or 48 h). The optimized composition was: PCL = 4%, NMP = 43.1%, oil = 48.9%, surfactant = 2% and drug = 2%. Ex vivo studies revealed that PCL-ISM was able to form microspheres in the hepatic arterial bed. CONCLUSIONS PCL-ISM system provides a novel tool for the treatment of HCC and post-embolization syndrome. It is capable of forming microspheres with desirable size and Ibu-Na release profile after injection into blood vessels.
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Affiliation(s)
- Andrea Salis
- a Department of Chemistry and Pharmacy , University of Sassari , Sassari , Italy
| | - Elena P Porcu
- b Department of Diagnostic, Pediatric, Clinical and Surgical Science , University of Pavia , Pavia , Italy
| | - Elisabetta Gavini
- a Department of Chemistry and Pharmacy , University of Sassari , Sassari , Italy
| | - Giulia R Fois
- c 'G. Minardi' Laboratory of Cognitive Neuroscience, Department of Chemistry and Pharmacy , University of Sassari , Sassari , Italy
| | - Antonia Icaro Cornaglia
- d Department of Public Health, Experimental and Forensic Medicine, Unit of Histology , University of Pavia , Pavia , Italy
| | - Giovanna Rassu
- a Department of Chemistry and Pharmacy , University of Sassari , Sassari , Italy
| | - Marco Diana
- c 'G. Minardi' Laboratory of Cognitive Neuroscience, Department of Chemistry and Pharmacy , University of Sassari , Sassari , Italy
| | - Marcello Maestri
- e Surgery 1, IRCCS Policlinico San Matteo Foundation and Department of Diagnostic, Pediatric, Clinical and Surgical Sciences , University of Pavia , Pavia , Italy
| | - Paolo Giunchedi
- a Department of Chemistry and Pharmacy , University of Sassari , Sassari , Italy
| | - Ioannis Nikolakakis
- f Department of Pharmaceutical Technology, School of Pharmacy, Faculty of Health Sciences , Aristotle University of Thessaloniki , Thessaloniki , Greece
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Tucker H, Beaudry K, Parsons C, Ellis S, Akers R. Impaired mammary development in tamoxifen-treated prepubertal heifers is associated with altered development and morphology of myoepithelial cells. J Dairy Sci 2016; 99:10093-10101. [DOI: 10.3168/jds.2016-11550] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Accepted: 08/18/2016] [Indexed: 01/15/2023]
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23
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Geiger A, Parsons C, Akers R. Feeding a higher plane of nutrition and providing exogenous estrogen increases mammary gland development in Holstein heifer calves. J Dairy Sci 2016; 99:7642-7653. [DOI: 10.3168/jds.2016-11283] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Accepted: 05/27/2016] [Indexed: 12/12/2022]
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24
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Al Naib A, Tucker H, Xie G, Keisler D, Bartol F, Rhoads R, Akers R, Rhoads M. Prepubertal tamoxifen treatment affects development of heifer reproductive tissues and related signaling pathways. J Dairy Sci 2016; 99:5780-5792. [DOI: 10.3168/jds.2015-10679] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Accepted: 03/02/2016] [Indexed: 11/19/2022]
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25
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Geiger AJ, Parsons CLM, James RE, Akers RM. Growth, intake, and health of Holstein heifer calves fed an enhanced preweaning diet with or without postweaning exogenous estrogen. J Dairy Sci 2016; 99:3995-4004. [PMID: 26898286 DOI: 10.3168/jds.2015-10405] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 01/09/2016] [Indexed: 11/19/2022]
Abstract
Research has shown that changes in nutrition both before and after weaning can affect mammary development. Additionally, estrogen is known to be a potent mammogenic stimulant. Our objectives were to determine effects of altered preweaning feeding and exogenous estradiol postweaning on growth, intake, and health. Thirty-six Holstein heifer calves were reared on (1) a restricted milk replacer (MR) diet fed at 0.44kg powder dry matter (DM)/day [R; 20.9% crude protein (CP), 19.8% fat, DM basis], or (2) an enhanced MR fed at 1.08kg powder DM/d (EH; 28.9% CP, 26.2% fat, DM basis). The MR feeding was reduced 50% during wk 8 to prepare for weaning. Starter was offered after wk 4 but balanced between treatments. Body weight and frame were measured weekly with intakes and health monitored daily. At weaning, a subset of calves were slaughtered (n=6/diet). Enhanced-fed calves had greater carcass, thymus, liver, spleen, and mammary gland (parenchyma and mammary fat pad) weights. The EH calves also had greater average daily gain (ADG) starting during wk 1 (0.36 vs. -0.06kg/d) and lasting through wk 7 (1.00 vs. 0.41kg/d). Remaining calves received estrogen implants or placebo and were slaughtered at the end of wk 10, creating 4 treatments: (1) R, (2) R + estrogen (R-E2), (3) EH, and (4) EH + estrogen (EH-E2). Postweaning ADG was similar between R, EH, and EH-E2 calves, but greater in R-E2 calves than E calves. The EH-E2 calves had the heaviest mammary glands, and R-E2 calves had heavier mammary glands than R calves. The EH calves consumed more MR DM, CP, and fat preweaning. The R-fed calves consumed more starter DM preweaning. Fecal score was greater for EH calves (1.74 vs. 1.50) preweaning, but days medicated did not differ. Fecal scores were lower for R-E2 calves postweaning. Improved preweaning feeding of calves increased body weights and frame measures. Differences in body weights remained postweaning. Enhanced-fed calves showed greater ADG during the preweaning period but not postweaning. Exogenous estrogen may elicit diet-dependent growth responses. Analysis of collected samples will allow determination of cellular and molecular processes responsible for the marked differences in mammary development observed.
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Affiliation(s)
- A J Geiger
- Department of Dairy Sciences, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - C L M Parsons
- Department of Dairy Sciences, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - R E James
- Department of Dairy Sciences, Virginia Polytechnic Institute and State University, Blacksburg 24061
| | - R M Akers
- Department of Dairy Sciences, Virginia Polytechnic Institute and State University, Blacksburg 24061.
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