Milk fat miRNome changes in response to LPS challenge in Holstein cows
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ABSTRACT:
ORGANISM(S): Bos taurus Ovis aries Capra hircus
PROVIDER: GSE229476 | GEO | 2023/10/23
REPOSITORIES: GEO
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Project description:Milk fat miRNome changes in response to LPS challenge in Holstein cows
| PRJNA954727 | ENA
Project description:The objective was to evaluate the effect of nutrient restriction and intramammary lipopolysaccharide (LPS) challenge on mammary gland (MG) gene expression in early lactation cows. At 24 ± 3 d in milk, multiparous cows were either allowed to continue ad libitum intake of a lactation diet (CON, n = 6), or the ration was diluted with barley straw (48% DM) for 4 d (RES, n = 6). On d 3, one healthy rear mammary quarter was infused with 50 µg of LPS. Mammary biopsies were performed 24 h after LPS challenge. RNA and proteins analyzed using bovine 44K microarrays (Agilent Technologies) and micro-LC-MS/MS, respectively. Transcriptomic data were analyzed using GeneSpring (moderated-t-test with Westfall-Young correction, P < 0.05). Proteins were analyzed with Progenesis LC-MS software v4.1 (Nonlinear Dynamics). Production and energy balance did not differ prior to diet change. Negative energy balance was aggravated in RES (41 vs 97 ± 15 % of requirements, mean ± SD; P < 0.001). A total of 87 differentially expressed genes (DEG) were highlighted through the comparison of RES vs CON group. Among the 33 DEG identified in the transcriptomic analyses, 11 and 22 were down- and upregulated by restriction, respectively. Among the upregulated DEG, there were PDK4 and CPT1A which are involved in the regulation of fatty acid, ketone, and glucose metabolism. CPT1A is the key enzyme in the carnitine dependent fatty acid transport, promoting fatty acid oxidation. Genes involved in immune response such as PGLYRP3 and TRIB2 were upregulated, suggesting a higher inflammatory response in RES than CON. Proteomic analysis identified 54 proteins with 14 up- and 40 downregulated in RES cows. Upregulated proteins were mostly involved in gene expression mechanisms such as translation, RNA splicing and cellular protein modification. The downregulated proteins (e.g., EIF3H, RS27A, RS15) take part in protein metabolism. This is coherent with transcriptomic results, namely the downregulation of RPL 37A, a component of ribosomal complex, which catalyzes protein synthesis and may partially explain the lower milk protein yield in RES (834 vs 1163 g/d; P = 0.02). Proteins involved in antigen processing and presentation were downregulated in RES compared to CON, suggesting an impaired ability to counteract inflammation in RES MG. Preliminary transcriptomics and proteomics analyses show that undernutrition may influence the MG response to inflammation at each level of gene expression.
2019-03-27 | GSE114975 | GEO
Project description:In dairy cows, milk production and composition are affected by numerous factors, including diet. Milk is the body fluid with the highest RNA concentration, including numerous microRNA. These microRNA presence in the different milk compartments is still poorly documented and the effect of feed restriction on milk miRNome has not been described yet. The aim of this study was to describe the effects of feed restrictions of different intensitizes on milk compartment miRNome composition. Two feed restriction trials were performed on lactating dairy cows, one of high intensity and one of moderate intensity. 2 896 mature microRNA were identified in milk, including 1 493 that were already known in bovine specie. Among the 1 095 miRNA that were abundant enough to be informative, 10% were exclusive to one milk compartment and the abundance of 155 varied between compartments, revealing a specific miRNome for each milk fraction. Feed restriction affected differently these miRNome, with microRNA in whole milk and milk extracellular vesicles being the most affected and microRNA in fat globules and exfoliated mammary epithelial cells being relatively or completely unaffected. Target prediction of known microRNA that varied under feed restriction reflected modification of some key pathways for lactation related to milk fat and protein metabolisms, cell cycle and stress responses. These findings open up opportunities for future research on the use of milk miRNA as biomarkers of energy status in dairy cows.
2023-05-31 | GSE207759 | GEO
Project description:Milk protein is one of the most important economic traits in the dairy industry. Yet, the miRNA gene regulatory network for the synthesis of milk protein in mammary is poorly understood. In this study, the hypothesis was that miRNAs have potential roles in bovine milk protein production. Using miRNA-seq and RNA-seq, we investigated the miRNAs profiles of mammary glands from 12 Chinese Holstein cows with six cows at peak of lactation and six in non-lactating period, from which three cows were in high and three in low milk protein percentage.
2021-08-11 | GSE181766 | GEO
Project description:The objective was to evaluate the effects of nutrient restriction on the liver transcriptomic response after 24 h challenge to intramammary lipopolysaccharide (LPS) in early lactation cows. At 24 ± 3 days of lactation, multiparous cows were fed either an ad libitum lactation diet (CON, n = 6), or a ration diluted with barley straw (48% DM) for 4 days (RES, n = 6). On day 3, one healthy rear mammary quarter from each cow was infused with 50 µg of LPS. Blood and liver biopsies were collected on day 4, corresponding to 24 h after LPS challenge. The liver transcriptome was analyzed using 44K bovine microarrays (Agilent Technologies). Blood and transcriptomic data were analyzed using SAS mixed models and GeneSpring (moderate t-test with Westfall-Young correction, P < 0.05), respectively, and data mining was performed using Panther and Pathway Studio software. The energy balance was no different before the diet change. By experimental design, energy intake was 41 and 97 ± 15 % of NEL requirements in RES and CON, respectively. Plasma NEFA and BHBA were higher, and glucose was lower in RES than in CON, which is consistent with a 4-day nutrient deficit in RES. Seventy seven differentially expressed genes (DEGs) between CON and RES were identified, with 29 genes downregulated and 48 upregulated in RES. Genes involved in fatty acid synthesis (ACAT2, FASN, SCD), lactate metabolism (LDHC), and cortisol binding (SERPINA6) were downregulated in RES, while those involved in fatty acid oxidation, detoxification, cholesterol synthesis, lipoprotein lipid secretion, and gluconeogenesis (ACADVL, CPT1A, CPT1B, ANGPTL4, CYP4A11, HMGCSA, APOA1, APOA4, GK, PC and PCK2) were upregulated in RES. Overall, DEGs were in agreement with the negative energy balance and plasma metabolite profile, and reflect a state of intense lipomobilization, glucose deficit and ketogenesis in RES. Preliminary results suggest that nutrient restriction did not alter hepatic expression of genes directly involved in immune function 24 h after an intramammary LPS challenge.
2024-09-06 | GSE261541 | GEO
Project description:Analysis of key genes and gene networks determining milk productivity of the dairy HF cows Transcriptomes were compared of in the mammary glands of the healthy lactating Holstein Friesian cows of the high- (average 11097 kg milk/lactation) and low- (average 6956 kg milk/lactation) milk yield.
2011-11-16 | E-GEOD-33680 | biostudies-arrayexpress
Project description:Analysis of key genes and gene networks determining milk productivity of the dairy HF cows
2011-11-16 | GSE33680 | GEO
Project description:Milking dairy cows four times daily (4X) instead of twice daily (2X) during early lactation stimulates an increase in milk yield that partly persists through late lactation; however, the mechanisms behind this response are unknown. We hypothesized that the acute mammary response to regular milkings would be transient and would involve different genes from those that may be specifically regulated in response to 4X. Nine multiparous cows were assigned at parturition to unilateral frequent milking (UFM; 2X of the left udder half, 4X of the right udder half). Mammary biopsies were obtained from both rear quarters at 5 days in milk (DIM), immediately after 4X glands had been milked (Experiment 1; n = 4 cows), or 2.5 h after both udder halves had last been milked (Experiment 2; n = 5 cows). Affymetrix GeneChipM-BM-. Bovine Genome Arrays were used to measure gene expression. Eight hundred and fifty five genes were differentially expressed in mammary tissue between 2X vs. 4X glands of cows in experiment 1 (FDR M-bM-^IM-$ 0.05), whereas none were differentially expressed in experiment 2 using the same criterion. We conclude that there is an acute transcriptional response to milk removal, but 4X milking did not elicit differential expression of unique genes. Therefore, there does not appear to be a sustained transcriptional response to 4X milking on day 5 of lactation. Using a differential expression plot of data from both experiments, as well as qRT-PCR, we identified at least two genes that may be responsive to both milk removal and to 4X milking. Therefore, the milk yield response to 4X milking may be mediated by genes that are acutely regulated by removal of milk from the mammary gland. 8 samples from 4 cows in experiment 1; 6 samples from 3 cows in experiment 2
2012-02-27 | E-GEOD-27380 | biostudies-arrayexpress
Project description:To explore potential functional genes related to milk production traits in cow, we performed total RNA-seq using liver biospy collected from 77 Holstein Friesian cows at postpartum 2 weeks.
2021-07-09 | E-MTAB-9871 | biostudies-arrayexpress
Project description:Milking dairy cows four times daily (4X) instead of twice daily (2X) during early lactation stimulates an increase in milk yield that partly persists through late lactation; however, the mechanisms behind this response are unknown. We hypothesized that the acute mammary response to regular milkings would be transient and would involve different genes from those that may be specifically regulated in response to 4X. Nine multiparous cows were assigned at parturition to unilateral frequent milking (UFM; 2X of the left udder half, 4X of the right udder half). Mammary biopsies were obtained from both rear quarters at 5 days in milk (DIM), immediately after 4X glands had been milked (Experiment 1; n = 4 cows), or 2.5 h after both udder halves had last been milked (Experiment 2; n = 5 cows). Affymetrix GeneChip® Bovine Genome Arrays were used to measure gene expression. Eight hundred and fifty five genes were differentially expressed in mammary tissue between 2X vs. 4X glands of cows in experiment 1 (FDR ≤ 0.05), whereas none were differentially expressed in experiment 2 using the same criterion. We conclude that there is an acute transcriptional response to milk removal, but 4X milking did not elicit differential expression of unique genes. Therefore, there does not appear to be a sustained transcriptional response to 4X milking on day 5 of lactation. Using a differential expression plot of data from both experiments, as well as qRT-PCR, we identified at least two genes that may be responsive to both milk removal and to 4X milking. Therefore, the milk yield response to 4X milking may be mediated by genes that are acutely regulated by removal of milk from the mammary gland.
2012-02-27 | GSE27380 | GEO