Hostname: page-component-cd9895bd7-dzt6s Total loading time: 0 Render date: 2024-12-26T08:51:27.616Z Has data issue: false hasContentIssue false

Microfluidic high-throughput RT-qPCR measurements of the immune response of primary bovine mammary epithelial cells cultured from milk to mastitis pathogens

Published online by Cambridge University Press:  11 December 2012

D. Sorg
Affiliation:
Physiology Weihenstephan, Technische Universität München, Weihenstephaner Berg 3, 85354 Freising, Germany ZIEL – Research Center for Life and Food Sciences, Weihenstephaner Berg 1, 85350 Freising, Germany
K. Danowski
Affiliation:
Physiology Weihenstephan, Technische Universität München, Weihenstephaner Berg 3, 85354 Freising, Germany ZIEL – Research Center for Life and Food Sciences, Weihenstephaner Berg 1, 85350 Freising, Germany
V. Korenkova
Affiliation:
Laboratory of Gene Expression, Institute of Biotechnology, Academy of Sciences of the Czech Republic, 14220 Prague, Czech Republic
V. Rusnakova
Affiliation:
Laboratory of Gene Expression, Institute of Biotechnology, Academy of Sciences of the Czech Republic, 14220 Prague, Czech Republic
R. Küffner
Affiliation:
Institute for Bioinformatics, Ludwigs-Maximilians-Universität München, Amalienstraße 17, 80333 München, Germany
R. Zimmer
Affiliation:
Institute for Bioinformatics, Ludwigs-Maximilians-Universität München, Amalienstraße 17, 80333 München, Germany
H. H. D. Meyer
Affiliation:
Physiology Weihenstephan, Technische Universität München, Weihenstephaner Berg 3, 85354 Freising, Germany ZIEL – Research Center for Life and Food Sciences, Weihenstephaner Berg 1, 85350 Freising, Germany
H. Kliem*
Affiliation:
Physiology Weihenstephan, Technische Universität München, Weihenstephaner Berg 3, 85354 Freising, Germany ZIEL – Research Center for Life and Food Sciences, Weihenstephaner Berg 1, 85350 Freising, Germany
*
Get access

Abstract

Bovine mastitis, the inflammation of the udder, is a major problem for the dairy industry and for the welfare of the animals. To better understand this disease, and to implement two special techniques for studying mammary gland immunity in vitro, we measured the innate immune response of primary bovine mammary epithelial cells (pbMEC) from six Brown Swiss cows after stimulation with the heat-inactivated mastitis pathogens, Escherichia coli 1303 and Staphylococcus aureus 1027. The cells were extracted and cultivated from milk instead of udder tissue, which is usually done. The advantages of this technique are non-invasiveness and less contamination by fibroblasts. For the first time, pbMEC gene expression (GE) was measured with a microfluidic high-throughput real-time reverse transcription-quantitative PCR platform, the BioMark HD™ system from Fluidigm. In addition to the physiological analysis, the precision and suitability of this method was evaluated in a large data set. The mean coefficient of variance (± s.e.) between repeated chips was 4.3 ± 0.4% for highly expressed and 3.3 ± 0.4% for lowly expressed genes. Quantitative PCR (qPCR) replicate deviations were smaller than the cell culture replicate deviations, indicating that biological and cell culture differences could be distinguished from the background noise. Twenty-two genes (complement system, chemokines, inflammatory cytokines, antimicrobial peptides, acute phase response and toll-like receptor signalling) were differentially expressed (P < 0.05) with E. coli. The most upregulated gene was the acute phase protein serum amyloid A3 with 618-time fold. S. aureus slightly induced CCL5, IL10, TLR4 and S100A12 expression and failed to elicit a distinct overall innate immune response. We showed that, with this milk-derived pbMEC culture and the high-throughput qPCR technique, it is possible to obtain similar results in pbMEC expression as with conventional PCR and with satisfactory precision so that it can be applied in future GE studies in pbMEC.

Type
Physiology and functional biology of systems
Copyright
Copyright © The Animal Consortium 2012

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Aliprantis, AO, Yang, RB, Weiss, DS, Godowski, P, Zychlinsky, A 2000. The apoptotic signaling pathway activated by Toll-like receptor-2. European Molecular Biology Organization Journal 19, 33253336.Google Scholar
Buehring, GC 1990. Culture of mammary epithelial cells from bovine milk. Journal of Dairy Science 73, 956963.Google Scholar
Bustin, SA, Benes, V, Garson, JA, Hellemans, J, Huggett, J, Kubista, M, Mueller, R, Nolan, T, Pfaffl, MW, Shipley, GL, Vandesompele, J, Wittwer, CT 2009. The MIQE guidelines: minimum information for publication of quantitative real-time PCR experiments. Clinical Chemistry 55, 611622.CrossRefGoogle ScholarPubMed
Danowski, K, Sorg, D, Gross, J, Meyer, HHD, Kliem, H 2012. Innate defense capability of challenged primary bovine mammary epithelial cells after an induced negative energy balance in vivo. Czech Journal of Animal Science 57, 207220.Google Scholar
Dziarski, R, Wang, Q, Miyake, K, Kirschning, CJ, Gupta, D 2001. MD-2 enables Toll-like receptor 2 (TLR2)-mediated responses to lipopolysaccharide and enhances TLR2-mediated responses to Gram-positive and Gram-negative bacteria and their cell wall components. Journal of Immunology 166, 19381944.Google Scholar
Griesbeck-Zilch, B, Meyer, HH, Kuhn, CH, Schwerin, M, Wellnitz, O 2008. Staphylococcus aureus and Escherichia coli cause deviating expression profiles of cytokines and lactoferrin messenger ribonucleic acid in mammary epithelial cells. Journal of Dairy Science 91, 22152224.Google Scholar
Gunther, J, Koczan, D, Yang, W, Nurnberg, G, Repsilber, D, Schuberth, HJ, Park, Z, Maqbool, N, Molenaar, A, Seyfert, HM 2009. Assessment of the immune capacity of mammary epithelial cells: comparison with mammary tissue after challenge with Escherichia coli. Veterinary Research 40, 31.Google Scholar
Jang, JS, Simon, VA, Feddersen, RM, Rakhshan, F, Schultz, DA, Zschunke, MA, Lingle, WL, Kolbert, CP, Jen, J 2011. Quantitative miRNA expression analysis using fluidigm microfluidics dynamic arrays. BMC Genomics 12, 144.Google Scholar
Lahouassa, H, Moussay, E, Rainard, P, Riollet, C 2007. Differential cytokine and chemokine responses of bovine mammary epithelial cells to Staphylococcus aureus and Escherichia coli. Cytokine 38, 1221.Google Scholar
Larsen, T, Rontved, CM, Ingvartsen, KL, Vels, L, Bjerring, M 2010. Enzyme activity and acute phase proteins in milk utilized as indicators of acute clinical E. coli LPS-induced mastitis. Animal 4, 16721679.Google Scholar
Lee, SH, Vidal, SM 2002. Functional diversity of Mx proteins: variations on a theme of host resistance to infection. Genome Research 12, 527530.Google Scholar
Livak, KJ, Schmittgen, TD 2001. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 25, 402408.Google Scholar
Lopez-Meza, JE, Gutierrez-Barroso, A, Ochoa-Zarzosa, A 2009. Expression of tracheal antimicrobial peptide in bovine mammary epithelial cells. Research in Veterinary Science 87, 5963.Google Scholar
Lu, Y-C, Yeh, W-C, Ohashi, PS 2008. LPS/TLR4 signal transduction pathway. Cytokine 42, 145151.Google Scholar
Lutzow, Y, Donaldson, L, Gray, C, Vuocolo, T, Pearson, R, Reverter, A, Byrne, K, Sheehy, P, Windon, R, Tellam, R 2008. Identification of immune genes and proteins involved in the response of bovine mammary tissue to Staphylococcus aureus infection. BMC Veterinary Research 4, 18.Google Scholar
Nemali, S, Siemsen, DW, Nelson, LK, Bunger, PL, Faulkner, CL, Rainard, P, Gauss, KA, Jutila, MA, Quinn, MT 2008. Molecular analysis of the bovine anaphylatoxin C5a receptor. Journal of Leukocyte Biology 84, 537549.CrossRefGoogle ScholarPubMed
Petzl, W, Zerbe, H, Gunther, J, Yang, W, Seyfert, HM, Nurnberg, G, Schuberth, HJ 2008. Escherichia coli, but not Staphylococcus aureus triggers an early increased expression of factors contributing to the innate immune defense in the udder of the cow. Veterinary Research 39, 18.CrossRefGoogle ScholarPubMed
Rainard, P, Riollet, C 2006. Innate immunity of the bovine mammary gland. Veterinary Research 37, 369400.Google Scholar
Rutledge, RG, Stewart, D 2010. Assessing the performance capabilities of LRE-based assays for absolute quantitative real-time PCR. PLoS One 5, e9731.Google Scholar
Shah, C, Hari-Dass, R, Raynes, JG 2006. Serum amyloid A is an innate immune opsonin for Gram-negative bacteria. Blood 108, 17511757.Google Scholar
Spurgeon, SL, Jones, RC, Ramakrishnan, R 2008. High throughput gene expression measurement with real time PCR in a microfluidic dynamic array. PLoS One 3, e1662.Google Scholar
Strandberg, Y, Gray, C, Vuocolo, T, Donaldson, L, Broadway, M, Tellam, R 2005. Lipopolysaccharide and lipoteichoic acid induce different innate immune responses in bovine mammary epithelial cells. Cytokine 31, 7286.Google Scholar
Swanson, KM, Stelwagen, K, Dobson, J, Henderson, HV, Davis, SR, Farr, VC, Singh, K 2009. 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. Journal of Dairy Science 92, 117129.Google Scholar
Wellnitz, O, Kerr, DE 2004. Cryopreserved bovine mammary cells to model epithelial response to infection. Veterinary Immunology and Immunopathology 101, 191202.Google Scholar
Supplementary material: File

Sorg Supplementary Material

Appendix

Download Sorg Supplementary Material(File)
File 6.9 MB