Assessment of the effect of nutrition level on metylome of mammary gland structural components (parenchyma (PAR) and fat pad (MFP)) and liver in dairy calves
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ABSTRACT:
PROVIDER: PRJNA1028997 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR26410900.fastq.gz | Fastqsanger.gz | |||
| SRR26410901.fastq.gz | Fastqsanger.gz | |||
| SRR26410902.fastq.gz | Fastqsanger.gz | |||
| SRR26410903.fastq.gz | Fastqsanger.gz | |||
| SRR26410904.fastq.gz | Fastqsanger.gz |
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Project description:The aim of this study was to identify changes in metylome of parenchyma (PAR), fat pad (MFP) and liver in dairy calves. Our earlier results showed that feeding management regulates the dynamics of organ growth in preweaned heifers. We observed that a daily dose of 5.3 kg of milk replacer inhibits mammary gland development. Therefore, this research aims at evaluation of the influence of the nutritional level in the early life period of calves on the biological processes related to the development of the mammary gland through transcriptomic alterations.
2024-12-31 | GSE245563 | GEO
Project description:The aim of this study was to identify changes in transcriptome of parenchyma (PAR), fat pad (MFP) and liver in dairy calves. Our earlier results showed that feeding management regulates the dynamics of organ growth in preweaned heifers. We observed that a daily dose of 5.3 kg of milk replacer inhibits mammary gland development. Therefore, this research aims at evaluation of the influence of the nutritional level in the early life period of calves on the biological processes related to the development of the mammary gland through transcriptomic alterations.
2024-12-31 | GSE241557 | GEO
Project description:Direct transcriptomics comparison corroborated by functional and gene network analyses of pre-weaned bovine mammary parenchyma and fat pad shed light on potential cross-talk between these developing tissues. Transcriptomic characterization of mammary parenchyma and fat pad and their interaction is still incomplete. In the present experiment, the molecular epithelial-fat pad cross-talk during mammary development was assessed by transcript profiling and functional analyses. Background: Interactions between bovine mammary parenchyma (PAR) and fat pad (MFP) during neonatal tissue development are still not fully understood. It is thought that the MFP surrounding the parenchymal tissue exerts proliferative effects on the PAR through secretion of local modulators of growth induced by systemic hormones. Main objectives in the present study were to use bioinformatics tools to characterize differences in transcript profiles between mammary PAR and MFP from Holstein heifers at ca. 65 d age and uncover potential cross-talk between the two tissues via the analyses of signaling molecules (e.g., cytokines and growth factors) preferentially expressed in one tissue relative to the other. Results: Over 9,000 differentially expressed genes (DEG; False discovery rate ≤ 0.05) were found of which 1,478 had a ≥1.5-fold difference. Within these DEG in PAR vs. MFP (n = 736) we noted enrichment of functions related to cell cycle, structural organization, signaling, and DNA/RNA metabolism. Few canonical pathways were among DEG and were mostly involved in cell cycle and tissue organization (p53 signaling). Enriched among DEG more highly-expressed in MFP vs. PAR (n = 742) were genes involved in lipid metabolism, signaling, cell movement, and immune-related functions. Canonical pathways associated with metabolism (fatty acid metabolism) and signaling, particularly immune- (acute phase response) and metabolism-related (cAMP signaling), were significantly enriched. Network analysis uncovered a central role of MYC, TP53, and CTNNB1 in controlling expression of DEG highly-expressed in PAR vs. MFP. Similar analysis revealed a central role of PPARG, KLF2, EGR2, and EPAS1 in regulating expression of highly-expressed DEG in MFP vs. PAR. Analyses revealed putative crosstalk between tissues via differential expression of cytokines and growth factors highly-expressed in PAR (angiopoietin-1, osteopontin, interleukin-1β) or in MFP (adiponectin, interleukin-13, fibroblast growth factor-2, leptin) during bovine mammary development. Conclusions: We uncovered specific transcriptomic signatures characterizing MFP and PAR tissue. Not surprisingly, the expression profile of the MFP is characteristic of adipose tissue, and the one of PAR is characteristic of an epithelial tissue undergoing expansion and remodeling. Overall, our data highlighted a large degree of interaction between the two tissues and allowed envisaging a reciprocal influence in determining the biological features (and perhaps the fate) of each of the two tissues during this stage of development. This is strongly suggested by the potential effect that the signaling molecules released preferentially by PAR have on lipid metabolism-related pathways, which from our data was what most distinguished the MFP from PAR. Similarly, the cytokines and growth factors largely expressed in MFP potentially affect the pathways related to cell cycle, development, and proliferation in PAR, which our data highlighted as the main functions represented among the genes highly expressed in PAR vs. MFP. Based on the current analysis, the number of cytokines and growth factors that potentially are secreted by each tissue and affect molecules in the other underscores the concept of crosstalk. Ultimately, these bidirectional interactions might be required to coordinate mammary tissue development under normal circumstances or in response to environmental stimuli, such as nutrition.
2010-06-01 | GSE20363 | GEO
Project description:Background: To reduce costs of rearing replacement heifers, researchers have focused on decreasing age at breeding and first calving, and to increase returns upon initiation of lactation the focus has been on increasing mammary development prior to onset of first lactation. Enhanced plane of nutrition pre-weaning may benefit the entire replacement heifer operation by promoting mammary gland development and greater future production. Methods: Twelve Holstein heifer calves (<1 wk old) were reared on 1 of 2 dietary treatments (n = 6/group) for 8 wk: a control group fed a restricted milk replacer at 0.45 kg/d (R, 20% crude protein, 20% fat), or an accelerated group fed an enhanced milk replacer at 1.13 kg/d (EH, 28% crude protein, 25% fat). At weaning (8 wk), calves were euthanized and sub-samples of mammary parenchyma (PAR) and mammary fat pad (MFP) were harvested upon removal from the body. Total RNA from both tissues was extracted and sequenced using the Illumina HiSeq2500 platform. The Dynamic Impact Approach (DIA) and Ingenuity Pathway Analysis (IPA) were used for pathway analysis and functions, gene networks, and cross-talk analyses of the two tissues. Results: When comparing EH vs R 1,561 genes (↑895, and ↓666) and 970 genes (↑506, and ↓464) were found differentially expressed in PAR and MFP, respectively. DIA and IPA results highlight a greater proliferation and differentiation activity in both PAR and MFP, supported by an increased metabolic activity. When calves were fed EH, the PAR displayed transcriptional signs of greater overall organ development, with higher ductal growth and branching, together with a supportive blood vessel and nerve network. These activities were mediated by intracellular cascades, such as AKT, SHH, MAPKs, and Wnt, probably activated by hormones, growth factors, and endogenous molecules. The analysis also revealed strong communication between MFP and PAR, with the first enhancing the development of PAR through secreted growth factors and the recruitment of immune cells. Conclusion: The transcriptomics and bioinformatics approach highlighted the mechanisms that mediate the mammary gland response to a higher plane of nutrition in the pre-weaning period.
2018-05-01 | GSE102435 | GEO
Project description:Assessment of the effect of nutrition level on transcriptome of mammary gland structural components (parenchyma (PAR) and fat pad (MFP)) and liver in dairy calves mammary gland in dairy calves
| PRJNA1008696 | ENA
Project description:Characterizing estrogen-responsive genes is an essential step towards fully understanding mechanisms of estrogen action during mammary gland development and function. To catalogue these genes, sixteen prepubertal heifers were used in a 2 x 2 factorial with ovarian status (intact or ovariectomized) as the first factor and estrogen treatment as the second (control or estradiol). Heifers were ovariectomized at approximately 4.5 months of age and estrogen treatments were initiated one month later. After 3 days of treatment, gene expression in the parenchyma and fat pad of the bovine mammary gland was analyzed using a high-density oligonucleotide microarray. This microarray contained probes representing 40,808 Tentative Consensus sequences from the TIGR Bos taurus Gene Index and 4,575 singletons derived from libraries of pooled mammary gland and gut tissues. Microarray data were analyzed using the SAS Mixed Procedure with permutation testing. A total of 125 estrogen-responsive genes were identified using an experiment-wide permutation-based significance level of P < 0.1. Among these genes are known estrogen-targeted genes such as stanniocalcin 1, alpha-1-antiproteinase, progesterone receptor, nucleobindin 2, insulin-like growth factor 1, and tissue factor pathway inhibitor. However, the majority of the genes identified were not previously reported to be estrogen-responsive. In silico mapping and an estrogen response element (ERE) search indicated potential EREs in the promoter regions of some of these novel estrogen-responsive genes. The distinctive expression patterns regulated by estrogen in parenchyma and fat pad suggest mechanisms of action and reciprocal signaling between cell types. Keywords: Cell type comparision, two class unpaired design
2006-01-28 | GSE4054 | GEO
Project description:The objective of this study was to examine changes in hypothalamic gene expression of heifer calves offered varying planes of nutrition during early life. Angus X Holstein-Friesian heifer calves (19 ± 5 days of age, BW: 51.2 ± 7.8 kg, mean ± SD) were offered a high (HP, n=14) or moderate plane of nutrition (MP, n=15) from 3 to 21 weeks of age to achieve a target growth rate of 1.2 kg/d and 0.5 kg/d, respectively. At 21 weeks of age, all calves were euthanized and the hypothalamus of each calf recovered. RNA was extracted and hypothalamic gene expression examined using RNAseq. Compared with calves on the moderate plane of nutrition, a HP of nutrition altered the expression of 39 transcripts in the hypothalamus. Biological pathway analysis revealed these differentially expressed genes to be involved in pathways including acute phase response signalling, STAT3 pathway, and tight junction signalling. Additionally, biological functions affected by early life plane of nutrition included cell-to-cell signalling and interaction, molecular transport, small molecule biochemistry, behaviour, nervous system development and function, nucleic acid metabolism, and cellular function and maintenance.
2021-07-14 | GSE153495 | GEO
Project description:The aim of this study was to examine changes in the transcriptional profile of visceral adipose tissue in heifer calves offered varying planes of nutrition during the early life period. From approximately 3 weeks of age (19 ± 5 days of age) Angus X Holstein-Friesian heifer calves were offered either a high (HP, n=15) or moderate (MP, n=15) plane of nutrition to achieve target growth rates of 1.2 kg/d and 0.5 kg/d, respectively. After 18 weeks of differential feeding all calves were euthanized and visceral adipose tissue samples harvested from each calf. RNA was extracted and subsequently subjected to RNAseq analysis. A total of 1052 genes were identified as significantly differentially expressed between calves on the High plane of nutrition and those on the Moderate plane of nutrition. Biological pathway analysis revealed an enrichement from these genes for processes and pathways including Sirtuin signalling, oxidative phosphorylation and adipogenesis.
2021-05-12 | GSE158128 | GEO
Project description:The aim of this study was to examine changes in the transcriptional profile of the anterior pituitary gland of heifer calves offered varying planes of nutrition during the early life period. From approximately 3 weeks of age (19 ± 5 days of age) Angus X Holstein-Friesian heifer calves were offered either a high (HP, n=13) or moderate (MP, n=15) plane of nutrition to achieve target growth rates of 1.2 kg/d and 0.5 kg/d, respectively. After 18 weeks of differential feeding all calves were euthanized and anterior pituitary tissue samples harvested from each calf. RNA was extracted and subsequently subjected to RNAseq analysis. A total of 195 genes were identified as significantly differentially expressed between calves on the High plane of nutrition and those on the Moderate plane of nutrition. Biological pathway analysis revealed an enrichement from these genes for processes and pathways related to growth and reproductive system development.
2024-07-04 | GSE230543 | GEO
Project description:The aim of this study was to examine alterations in the transcriptional profile of the arcuate nucleus region of the hypothalamus between heifer calves offered varying planes of nutrition during early life. Angus X Holstein-Friesian heifer calves (19 ± 5 days of age, BW: 51.2 ± 7.8 kg, mean ± SD) were offered a high (HP, n=14) or moderate plane of nutrition (MP, n=15) from 3 to 21 weeks of age to achieve a target growth rate of 1.2 kg/d and 0.5 kg/d, respectively. At 21 weeks of age, all calves were euthanized and the arcuate nucleus region of the hypothalamus of each calf recovered. RNA was extracted transcriptional profiles examined using RNAseq. Compared with calves on the moderate plane of nutrition, a High plane of nutrition altered the expression of 80 genes within the arucate nucleus. Functional analysis of differentially expressed genes revealed functions including organismal development, behaviour, endocrine system development and function, lipid metabolism, molecular transport, small molecule biochemistry, cellular development, cellular growth and proliferation, and nervous system development and function to be affected by early life plane of nutrition in the arucate nucleus of heifer calves.
2021-07-14 | GSE153498 | GEO