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Preweaning nutrient supply alters mammary gland transcriptome expression relating to morphology, lipid accumulation, DNA synthesis, and RNA expression in Holstein heifer calves
- Source :
- Journal of Dairy Science, 102(3), 2618-2630, Journal of Dairy Science 102 (2019) 3
- Publication Year :
- 2019
-
Abstract
- The objective of this study was to analyze the mammary gland transcriptome to determine how preweaning nutrient supply alters the molecular mechanisms that regulate preweaning mammary development. Holstein heifers were fed via milk replacer (MR) either an elevated level of nutrient intake (ELE; on average, 5.9 ± 0.2 Mcal of ME in 8.4 L of MR/d, n = 6) or a restricted amount of nutrients (RES; 2.8 ± 0.2 Mcal of ME in 4 L of MR/d, n = 5) for 54 d after birth, at which point they were slaughtered and samples of mammary parenchyma tissue were obtained. Parenchymal mRNA was analyzed, and the fold change (FC) of 18,111 genes (ELE relative to RES) was uploaded to Ingenuity Pathway Analysis (IPA) software (Qiagen Bioinformatics, Redwood City, CA) for transcriptomic analysis. Using a threshold of P < 0.05, IPA identified that the FC of 1,931 of 18,811 differentially expressed genes (DEG) could be used for the analysis. A total of 18 molecular and cellular functions were relevant to DEG arising from the treatments; the 5 functions most associated with DEG were cell death and survival, cellular movement, cellular development, cellular growth and proliferation, and lipid metabolism. Based on the directional FC of DEG, the mammary gland of ELE heifers was predicted to have increased epithelial-mesenchymal transition (Z = 2.685) and accumulation of lipid (Z = 2.322), whereas the synthesis of DNA (Z = −2.137), transactivation of RNA (Z = −2.254), expression of RNA (Z = −2.405), transcription (Z = −2.482), and transactivation (Z = −2.611) were all predicted to be decreased. Additionally, IPA predicted the activation status of 13 upstream regulators with direct influence on DEG as affected by ELE feeding that were ligand-dependent nuclear receptors (n = 2), enzymes (n = 1), or transcription regulators (n = 10). Of these, 6 were activated (Z > 2) and 7 were inhibited (Z < −2). In summary, feeding ELE preweaning altered the mammary transcriptome of Holstein heifers, affecting cell functions involved in the morphological and physiological development of the mammary gland.
- Subjects :
- Mammary gland
Transcriptome
Voeding, Metabolisme en Genomica
Nutrient
metabolizable energy
Human Nutrition & Health
0303 health sciences
Humane Voeding & Gezondheid
04 agricultural and veterinary sciences
Metabolism and Genomics
medicine.anatomical_structure
Milk
Metabolisme en Genomica
Female
Nutrition, Metabolism and Genomics
mammary parenchyma
Weaning
Biology
Andrology
03 medical and health sciences
Mammary Glands, Animal
Voeding
Parenchyma
Genetics
medicine
Animals
RNA, Messenger
preweaning
Gene
Nutrition
030304 developmental biology
Cell Proliferation
VLAG
Messenger RNA
Holstein
DNA synthesis
Gene Expression Profiling
0402 animal and dairy science
DNA
Nutrients
Lipid Metabolism
040201 dairy & animal science
Animal Feed
Fold change
Diet
Gene Expression Regulation
RNA
Animal Science and Zoology
Cattle
Energy Intake
transcriptome
Food Science
Subjects
Details
- Language :
- English
- ISSN :
- 00220302
- Database :
- OpenAIRE
- Journal :
- Journal of Dairy Science, 102(3), 2618-2630, Journal of Dairy Science 102 (2019) 3
- Accession number :
- edsair.doi.dedup.....74f7ed7f65707cc811a7119ed83708d6