Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

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Gene expression in bovine mammary gland in response to increased milking frequency as determined by microarray and SAGE

ABSTRACT: Transcript profiling was performed by Affymetrix microarray analysis and SAGE to characterize changes in gene expression in the bovine mammary gland in response to 4× versus 2× daily milking during the first week of lactation. These changes in gene expression may contribute to the increased milk production observed in response to increased milking frequency. Our results indicate that increased milking frequency alters expression of genes in the mammary gland related to increased extracellular matrix remodeling, neovascularization, metabolism, cell proliferation and apoptosis. Keywords: Physiological response to stimulus Multiparous Holstein cows were milked either 2× daily (Control, n = 3) or 2× daily from day 1 to 3 of lactation, and 4× daily beginning at day 4 of lactation until day 21 post partum (IMF4, n = 4). The milking intervals were approximately 12 hours for Control cows and 9, 3, 9, and 3 hours, respectively, for IMF4 cows. Mammary biopsies were obtained at approximately day 7 of lactation for extraction of total RNA and subsequent transcript profiling my microarray (Affymetrix). Pooled Control and IMF4 RNA samples were used to synthesize two SAGE libraries using the Long SAGE kit by Invitrogen.

ORGANISM(S): Bos taurus

SUBMITTER: Erin Connor

PROVIDER: E-GEOD-9344 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Effects of increased milking frequency on gene expression in the bovine mammary gland.

Connor Erin E EE Siferd Stephen S Elsasser Theodore H TH Evock-Clover Christina M CM Van Tassell Curtis P CP Sonstegard Tad S TS Fernandes Violet M VM Capuco Anthony V AV

BMC genomics 20080731

<h4>Background</h4>Previous research has demonstrated that increased milking frequency of dairy cattle during the first few weeks of lactation enhances milk yield, and that the effect persists throughout the entire lactation period. The specific mechanisms controlling this increase in milk production are unknown, but suggested pathways include increased mammary epithelial cell number, secretory capacity, and sensitivity to lactogenic hormones. We used serial analysis of gene expression (SAGE) an ...[more]

PMID: 18671851

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Project description:Once daily milking reduces milk yield and alters mammary transcriptome resulting in a decrease in milk protein synthesis as well as an induction of the apoptotic signaling networks. A local regulation due to milk stasis in the tissue could contribute to this effect but such mechanisms have not yet been described. To challenge this hypothesis, cows were milked unilaterally, once daily on one udder half and twice daily on the other one, and variations in gene expression were studied in biopsies as well as in mammary epithelial cells (MEC) shed into milk during the lactation process (milk MEC). This study therefore also contributes to decipher if transcript variations in milk purified MEC can reflect that of the mammary tissue. We compared the mammary transcript profiles in biopsies collected from unilaterally once versus twice-daily milked udder halves, 504 transcripts were differentially expressed: 193 and 232 transcripts were up- and down-regulated, respectively. A first category of transcripts, which accumulation levels are mostly up-regulated, relates to mechanisms involved in cell renewal, such as cell cycle, cellular growth and proliferation, cell death and cellular development. A second family, mostly down-regulated, is involved in small molecule biochemistry, amino acid, lipid and carbohydrate metabolisms as well as molecular transport. A third category, mostly up-regulated, includes transcripts expressed in non-epithelial mammary cells such as adipocytes, endothelial and immune cells and cells from the connective tissue. These results are consistent with previous data showing a decrease in mammary synthesis activity and an activation of cell death during once daily milking. They further suggest that during once daily milking the local milk accumulation has a major effect on mammary remodeling. Interestingly, some transcripts belonged to a third family described as M-BM-+ molecular transports M-BM-;. The expression of the 21 mRNA was then analyzed by RT-par in MEC (Table 4). Seven transcripts (NUCB2, RNASE4, ABCG2, RNASE1, SLC34A2, Cap1, FABP3, LALBA, SCD) were significantly down-regulated in milk purified MEC. Six were also significantly down-regulated in mammary biopsies. These transcripts are mostly involved in milk synthesis. We therefore conclude that milk purified MEC cannot be used as general markers of variations occurring in the mammary tissue but that variations in some transcripts listed above can be useful indicators. In this experimental design, udder halves were unilaterally milked once daily and the contralateral udder halves twice daily. Each mammary biopsy RNA sample from one udder half was compared to the one of the contralateral udder half in 5 dye-swaps corresponding to 5 animal replications, minimizing the animal variability. One dye swap corresponded to one comparison meaning two slides.

Project description:BACKGROUND: The lactating mammary gland responds to changes in milking frequency by modulating milk production. This response is locally regulated and, in dairy cows, the udder is particularly sensitive during early lactation. Relative to cows milked twice-daily throughout lactation, those milked four-times-daily for just the first 3 weeks of lactation produce more milk throughout that lactation. We hypothesized that the milk yield response would be associated with increased mammary cell turnover and changes in gene expression during frequent milking and persisting thereafter. Cows were assigned to unilateral frequent milking (UFM; left udder halves milked twice-daily; right udder halves milked four-times daily) on days 1 to 21 of lactation, followed by twice-daily milking for the remainder of lactation. Relative to udder halves milked twice-daily, those milked four-times produced more milk during UFM; the difference in milk yield declined acutely upon cessation of UFM after day 21, but remained significantly elevated thereafter. We obtained mammary biopsies from both udder halves on days 21, 23, and 40 of lactation. RESULTS: Mammary cell proliferation and apoptosis were not affected by milking frequency. We identified 75 genes that were differentially expressed between paired udder halves on day 21 but exhibited a reversal of differential expression on day 23. Among those genes, we identified four clusters characterized by similar temporal patterns of differential expression. Two clusters (11 genes) were positively correlated with changes in milk yield and were differentially expressed on day 21 of lactation only, indicating involvement in the initial milk yield response. Two other clusters (64 genes) were negatively correlated with changes in milk yield. Twenty-nine of the 75 genes were also differentially expressed on day 40 of lactation. CONCLUSIONS: Changes in milking frequency during early lactation did not alter mammary cell population dynamics, but were associated with coordinated changes in mammary expression of at least 75 genes. Twenty-nine of those genes were differentially expressed 19 days after cessation of treatment, implicating them in the persistent milk yield response. We conclude that we have identified a novel transcriptional signature that may mediate the adaptive response to changes in milking frequency.

Project description:The objective of this study was to determine the effect of the DGAT1 K232A polymorphism on the global mRNA expression pattern of genes in the mammary gland tissue of grazing dairy cows in order to get more insight into the effects of this polymorphism on the physiology of the mammary glandgland of grazing dairy cows. Microarray analysis was used to identify genes whose expression was affected by the DGAT1 polymorphism in the mammary gland biopsies of 9 A232A cows, 13 K232A cows, and 4 K232K cows. The Microarray Analysis of Variance (MAANOVA) and Factor Analysis for Multiple Testing method (FAMT) were used to associate the expression of the genes present on Affymettrix Bovine Genome Arrays with the DGAT1 polymorphism. The data was also analysed at the level of functional modules by gene set enrichment analysis. In this experimental setting, DGAT1 polymorphism did not modify milk yield and composition significantly, although changes occurred in the yields of C14:0, C16:1cis-9, and some long chain fatty acids in milk. The DGAT1 polymorphism resulted in 30 differentially expressed genes related to cell growth, proliferation and development, signalling, remodelling and immune system. At the functional level, the pathways most affected by DGAT1 polymorphism were related to lipid biosynthesis, which likely reflected counter mechanisms of mammary tissue to respond to changes in milk FA composition, signalling, as well as immune system responses. A total of 28 Holstein-Friesian dairy cows in mid-lactation (DIM; 153 M-BM-1 32.8 days), milk yield (25.7 M-BM-1 3.08 kg/d) and fat content (4.3 M-BM-1 0.12%) were used in the study. Two consecutive milk samples (a.m. and p.m. milking) were obtained and pooled. One aliquot was stored at 4M-BM-0C until analysis of fat, protein and lactose percentage, and another aliquot was frozen at -20M-BM-0C until analysis for FA composition by gas chromatography. Specific details regarding the analysis of FA in milk are presented in Mach et al. (2011). Approximately 750 to 1,000 mg of mammary tissue from each cow was obtained by surgical biopsy. One part of the tissue was used for isolation of DNA and the other for extraction of the RNA. Genotyping of the DGAT1 polymorphism was performed using a TaqMan allelic discrimination method in an Applied Biosystems 7500 Real-Time PCR System (Applied Biosystems) as described by Schennink et al. (2007). The genotype at the DGAT1 locus was designated KK, KA, or AA for homozygous Lysine, heterozygous Lysine/Alanine, or homozygous Alanine, respectively. Microarray analysis was used to identify genes whose expression was affected by the DGAT1 polymorphism in the mammary gland biopsies of 11 A232A cows, 13 K232A cows, and 4 K232K cows. Total RNA from mammary gland tissue (50-100 mg) was isolated using TRIzol reagent (Invitrogen, Breda, The Netherlands), following the manufacturerM-bM-^@M-^Ys instructions. The RNA purity and concentrations were determined using a NanoDrop ND-1000 spectrophotometer (Isogen, Maarssen, the Netherlands), and the RNA quality was assessed using the BioAnalyzer 2100 (Agilent Technologies, Amsterdam, the Netherlands). The RNA of each biopsy was amplified, biotin-labeled, and hybridized to single-dye Affymetrix GeneChipM-BM-. Bovine Genome Array (#900493) by ServiceXS (Leiden, the Netherlands)

Project description:Four-times daily milking during the first 3 weeks of lactation elicits an increase in milk yield, which persists through late lactation even after twice-daily milking is imposed. We hypothesized that this milk yield response would be associated with changes in mammary proliferation, apoptosis, and gene expression, which would persist throughout lactation. Six multiparous cows were assigned to unilateral frequent milking (UFM; twice daily milking of the left udder half (2X), four-times daily milking of the right udder half (4X)) on days 1 to 21 of lactation, followed by 2X thereafter. Udder halves initially milked 4X produced more milk than those milked 2X during, and after UFM treatment, through 180 days in milk (DIM). To determine the mechanisms involved in the persistent milk yield response, we obtained mammary biopsies from both udder halves at 21, 23, and 40 DIM. Rates of [3H]-thymidine incorporation into DNA in vitro and mammary cell apoptosis were not affected by UFM or DIM. Using Affymetrix GeneChipM-BM-. Bovine Genome Arrays, we determined that the differential expression (4X vs. 2X) of 18 genes was significantly affected by DIM. Within the group of 18 differentially expressed genes, we identified a cluster of 15 genes with a similar temporal pattern of differential expression. Nine of the genes in the cluster remained differentially expressed at 40 DIM, indicating that they may be involved in the persistent milk yield response. Among the genes in the cluster were chitinase 3-like (CHI3L)-1, clusterin, early growth response (EGR)-1, and sex determining region Y-box (SOX)-4. These genes have been associated with mammary development, differentiation and remodeling; all of which may be functionally related to the increase in milk yield. We conclude that frequent milking during early lactation does not alter mammary growth but is associated with changes in mammary expression of 18 genes. Future experiments will determine the function of these genes in the mammary gland, and will clarify their role in the autocrine regulation of milk production and long-term alteration of mammary function. 36 samples from 6 cows; 3 timepoints

Dataset Information

Gene expression in bovine mammary gland in response to increased milking frequency as determined by microarray and SAGE

Publications

Effects of increased milking frequency on gene expression in the bovine mammary gland.

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