Level of nutrient intake affects mammary gland gene expression profiles in preweaned Holstein heifers

Journal of Dairy Science

Volumn 95, Issue 5, 2012, Pages 2550-2561

  Piantoni, P ^a   Daniels, K M ^b   Everts, R E ^a,d   Rodriguez Zas, S L ^a   Lewin, H A ^a   Hurley, W L ^a   Akers, R M ^c   Loor, J J ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^b OHIO STATE UNIVERSITY   (United States)

^c VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY   (United States)

^d SEQUENOM INC   (United States)

Author keywords

Dairy calf; Gene expression; Mammary gland development

Indexed keywords

ANIMAL; ANIMAL DISEASE; ANIMAL FOOD; ARTICLE; CATTLE; DIET; DNA MICROARRAY; FEMALE; GENE EXPRESSION; GROWTH, DEVELOPMENT AND AGING; METABOLISM; NEWBORN; PHYSIOLOGY; POLYMERASE CHAIN REACTION; UDDER; WEANING;

ANIMAL NUTRITIONAL PHYSIOLOGICAL PHENOMENA; ANIMALS; ANIMALS, NEWBORN; CATTLE; DIET; FEMALE; GENE EXPRESSION; MAMMARY GLANDS, ANIMAL; OLIGONUCLEOTIDE ARRAY SEQUENCE ANALYSIS; POLYMERASE CHAIN REACTION; WEANING;

BOVINAE;

EID: 84860247159     PISSN: 00220302     EISSN: 15253198     Source Type: Journal    
DOI: 10.3168/jds.2011-4539     Document Type: Article

References (41)

1. Avram M.M., Avram A.S., James W.D. Subcutaneous fat in normal and diseased states: 3. Adipogenesis: From stem cell to fat cell. J. Am. Acad. Dermatol. 2007, 56:472-492.
2. Blome R.M., Drackley J.K., McKeith F.K., Hutjens M.F., McCoy G.C. Growth, nutrient utilization, and body composition of dairy calves fed milk replacers containing different amounts of protein. J. Anim. Sci. 2003, 81:1641-1655.
3. Boullu-Ciocca S., Achard V., Tassistro V., Dutour A., Grino M. Postnatal programming of glucocorticoid metabolism in rats modulates high-fat diet-induced regulation of visceral adipose tissue glucocorticoid exposure and sensitivity, and adiponectin and proinflammatory adipokines gene expression in adulthood. Diabetes 2008, 57:669-677.
4. Brown E.G., VandeHaar M.J., Daniels K.M., Liesman J.S., Chapin L.T., Forrest J.W., Akers R.M., Pearson R.E., Weber Nielsen M.S. Effect of increasing energy and protein intake on mammary development in heifer calves. J. Dairy Sci. 2005, 88:595-603.
5. Brown E.G., VandeHaar M.J., Daniels K.M., Liesman J.S., Chapin L.T., Keisler D.H., Weber Nielsen M.S. Effect of increasing energy and protein intake on body growth and carcass composition of heifer calves. J. Dairy Sci. 2005, 88:585-594.
6. Capuco A.V., Smith J.J., Waldo D.R., Rexroad C.E. Influence of prepubertal dietary regimen on mammary growth of Holstein heifers. J. Dairy Sci. 1995, 78:2709-2725.
7. Connor E.E., Kahl S., Elsasser T.H., Parker J.S., Li R.W., Van Tassell C.P., Baldwin R.L., Barao S.M. Enhanced mitochondrial complex gene function and reduced liver size may mediate improved feed efficiency of beef cattle during compensatory growth. Funct. Integr. Genomics 2010, 10:39-51.
8. Daniels K.M., Capuco A.V., McGilliard M.L., James R.E., Akers R.M. Effects of milk replacer formulation on measures of mammary gland development and composition in Holstein heifers. J. Dairy Sci. 2009, 92:5937-5950.
9. Daniels K.M., Hill S.R., Knowlton K.F., James R.E., McGilliard M.L., Akers R.M. Effects of milk replacer composition on selected blood metabolites and hormones in preweaned Holstein heifers. J. Dairy Sci. 2008, 91:2628-2640.
10. Davis Rincker L.E., VandeHaar M.J., Wolf C.A., Liesman J.S., Chapin L.T., Weber Nielsen M.S. Effect of intensified feeding of heifer calves on growth, pubertal age, calving age, milk yield, and economics. J. Dairy Sci. 2011, 94:3554-3567.
11. Desvergne B., Michalik L., Wahli W. Transcriptional regulation of metabolism. Physiol. Rev. 2006, 86:465-514.
12. Eckert A., Keil U., Marques C.A., Bonert A., Frey C., Schüssel K., Müller W.E. Mitochondrial dysfunction, apoptotic cell death, and Alzheimer's disease. Biochem. Pharmacol. 2003, 66:1627-1634.
13. Ettema J.F., Santos J.E.P. Impact of age at calving on lactation, reproduction, health, and income in first-parity Holsteins on commercial farms. J. Dairy Sci. 2004, 87:2730-2742.
14. Feutz A.-C., Barrandon Y., Monard D. Control of thrombin signaling through PI3K is a mechanism underlying plasticity between hair follicle dermal sheath and papilla cells. J. Cell Sci. 2008, 121:1435-1443.
15. Freake H.C., Moon Y.K. Hormonal and nutritional regulation of lipogenic enzyme mRNA levels in rat primary white and brown adipocytes. J. Nutr. Sci. Vitaminol. (Tokyo) 2003, 49:40-46.
16. Hashiguchi K., Bohr V.A., de Souza-Pinto N.C. Oxidative stress and mitochondrial DNA repair: Implications for NRTIs induced DNA damage. Mitochondrion 2004, 4:215-222.
17. Hill S.R., Knowlton K.F., Daniels K.M., James R.E., Pearson R.E., Capuco A.V., Akers R.M. Effects of milk replacer composition on growth, body composition, and nutrient excretion in preweaned Holstein heifers. J. Dairy Sci. 2008, 91:3145-3155.
18. 2+/CaM-dependent kinases: From activation to function. Annu. Rev. Pharmacol. Toxicol. 2001, 41:471-505.
19. Huang D.W., Sherman B.T., Lempicki R.A. Bioinformatics enrichment tools: Paths toward the comprehensive functional analysis of large gene lists. Nucleic Acids Res. 2009, 37:1-13.
20. Johnson S.A., Dubeau L., White R.J., Johnson D.L. The TATA-binding protein as a regulator of cellular transformation. Cell Cycle 2003, 2:442-444.
21. 2 heterotetramer, calprotectin, illustrates how conformational changes of interacting α-helices can determine specific association of two EF-hand proteins. J. Mol. Biol. 2007, 370:887-898.
22. Li R.W., Capuco A.V. Canonical pathways and networks regulated by estrogen in the bovine mammary gland. Funct. Integr. Genomics 2008, 8:55-68.
23. Loor J.J., Everts R.E., Bionaz M., Dann H.M., Oliveira R., Morin D.E., Rodriguez-Zas S.L., Drackley J.K., Lewin H.A. Nutrition-induced ketosis alters metabolic and signaling gene networks in liver from periparturient cows. Physiol. Genomics 2007, 32:105-116.
24. Loor J.J., Moyes K.M., Bionaz M. Functional adaptations of the transcriptome to mastitis-causing pathogens: The mammary gland and beyond. J. Mammary Gland Biol. Neoplasia 2011, 16:305-322.
25. Meyer M.J., Capuco A.V., Ross D.A., Lintault L.M., Van Amburgh M.E. Developmental and nutritional regulation of the prepubertal heifer mammary gland: I. Parenchyma and fat pad mass and composition. J. Dairy Sci. 2006, 89:4289-4297.
26. Meyer M.J., Capuco A.V., Ross D.A., Lintault L.M., Van Amburgh M.E. Developmental and nutritional regulation of the prepubertal bovine mammary gland: II. Epithelial cell proliferation, parenchymal accretion rate, and allometric growth. J. Dairy Sci. 2006, 89:4298-4304.
27. Moallem U., Werner D., Lehrer H., Zachut M., Livshitz L., Yakoby S., Shamay A. Long-term effects of ad libitum whole milk prior to weaning and prepubertal protein supplementation on skeletal growth rate and first-lactation milk production. J. Dairy Sci. 2010, 93:2639-2650.
28. Montminy M. Transcriptional regulation by cyclic AMP. Annu. Rev. Biochem. 1997, 66:807-822.
29. Piantoni P., Bionaz M., Graugnard D.E., Daniels K.M., Akers R.M., Loor J.J. Gene expression ratio stability evaluation in prepubertal bovine mammary tissue from calves fed different milk replacers reveals novel internal controls for quantitative polymerase chain reaction. J. Nutr. 2008, 138:1158-1164.
30. Piantoni P., Bionaz M., Graugnard D.E., Daniels K.M., Everts R.E., Rodriguez-Zas S.L., Lewin H.A., Hurley W.L., Akers M., Loor J.J. Functional and gene network analyses of transcriptional signatures characterizing pre-weaned bovine mammary parenchyma or fat pad uncovered novel inter-tissue signaling networks during development. BMC Genomics 2010, 11:331.
31. Radcliff R.P., VandeHaar M.J., Chapin L.T., Pilbeam T.E., Beede D.K., Stanisiewski E.P., Tucker H.A. Effects of diet and injection of bovine somatotropin on prepubertal growth and first-lactation milk yields of Holstein cows. J. Dairy Sci. 2000, 83:23-29.
32. Reiner A., Yekutieli D., Benjamini Y. Identifying differentially expressed genes using false discovery rate controlling procedures. Bioinformatics 2003, 19:368-375.
33. Sejrsen K., Huber J.T., Tucker H.A., Akers R.M. Influence of nutrition on mammary development in pre- and postpubertal heifers. J. Dairy Sci. 1982, 65:793-800.
34. Sinha Y.N., Tucker H.A. Mammary development and pituitary prolactin level of heifer from birth through puberty and during the estrous cycle. J. Dairy Sci. 1969, 52:507-512.
35. Smith S.L., Everts R.E., Sung L.-Y., Du F., Page R.L., Henderson B., Rodriguez-Zas S.L., Nedambale T.L., Renard J.-P., Lewin H.A., Yang X., Tian X.C. Gene expression profiling of single bovine embryos uncovers significant effects of in vitro maturation, fertilization and culture. Mol. Reprod. Dev. 2009, 76:38-47.
36. Stiening C.M., Hoying J.B., Abdallah M.B., Hoying A.M., Pandey R., Greer K., Collier R.J. The effects of endocrine and mechanical stimulation on stage I lactogenesis in bovine mammary epithelial cells. J. Dairy Sci. 2008, 91:1053-1066.
37. Swanson K.M., Stelwagen K., Dobson J., Henderson H.V., Davis S.R., Farr V.C., Singh K. Transcriptome profiling of Streptococcus uberis-induced mastitis reveals fundamental differences between immune gene expression in the mammary gland and in a primary cell culture model. J. Dairy Sci. 2009, 92:117-129.
38. Terré M., Tejero C., Bach A. Long-term effects on heifer performance of an enhanced-growth feeding programme applied during the preweaning period. J. Dairy Res. 2009, 76:331-339.
39. Thorn S.R., Purup S., Cohick W.S., Vestergaard M., Sejrsen K., Boisclair Y.R. Leptin does not act directly on mammary epithelial cells in prepubertal dairy heifers. J. Dairy Sci. 2006, 89:1467-1477.
40. Thorn S.R., Purup S., Vestergaard M., Sejrsen K., Meyer M.J., Van Amburgh M.E., Boisclair Y.Y. Regulation of mammary parenchymal growth by the fat pad in prepubertal dairy heifers: Role of inflammation-related proteins. J. Endocrinol. 2008, 196:539-546.
41. Waldo D.R., Capuco A.V., Rexroad C.E. Milk production of Holstein heifers fed either alfalfa or corn silage diets at two rates of daily gain. J. Dairy Sci. 1998, 81:756-764.