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Assessment of the bacterial diversity of treated and untreated milk during cold storage by T-RFLP and PCR-DGGE methods

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Dairy Science & Technology

Abstract

The evaluation of the effect of treatments on the dynamics of milk microbiota by appropriate and reliable methods is critical for a better control of the microbiological quality of milk. The aim of this study was to compare the diversity and the alterations of the microbiota in treated and untreated milk samples during cold storage at 4 °C or 8 °C up to 7 days. Three treatments were applied to raw milk, carbon dioxide addition (CO2), thermization (TH), and microfiltration (MF), and untreated raw milk (UT) was used as a control. Two molecular fingerprinting methods, terminal restriction fragment length polymorphism (T-RFLP) and denaturing gradient gel electrophoresis (DGGE) were used. According to the T-RFLP and polymerase chain reaction–denaturing gradient gel electrophoresis (PCR-DGGE) profiles, the dominant bacteria in milk were presumably affiliated with the psychrotolerant genera Streptococcus, Staphylococcus, Pseudomonas, and Aerococcus. At day 7, phylotypes related to Pseudomonas spp., Trichococcus floculiformis and Prevotella spp. were dominant in UT and CO2 milk samples but not in TH milk samples while Staphylococcus spp. and Stenotrophomonas spp. were specifically dominant in TH and MF milk samples, respectively. Principal component analysis of T-RFLP profiles revealed the strong effect of treatment on the dynamics of specific bacteria. PCR-DGGE profiles revealed the dominant bacteria associated with the effect of treatments (TH, CO2, and MF) on milk microbiota, which can then be used as markers for the quality of treated milk. The T-RFLP method had a higher resolution than PCR-DGGE in this study and can thus be used as an accurate tool for analysis of the bacterial community in milk.

采用 T-RFLP 和 PCR-DGGE方 法评价处理乳和非处理乳在冷藏过程中细菌多样性

摘要 采用恰当,可靠的方法评价处理过程对乳微生物动力学的影响,对更好地控制乳微生物质量是非常重要。本研究比较了处理乳与非处理乳在冷藏条件下 (4 °C 或 8 °C下 7 天) 微生物的多样性及其变化。分别采用充二氧化碳, 热杀菌 (TH) 和微过滤 (MF) 方法对原料乳进行处理。两种分子指纹图谱方法, 即末端限制片段长度多态性 (Terminal restriction fragment length polymorphism,T-RFLP) 和变性梯度凝胶电泳 (Denaturing gradient gel electrophoresis, DGGE) 用于本研究中。根据 T-RFLP 和 PCR-DGGE 的图谱, 推测乳中主要微生物为耐寒性微生物 Streptococcus, Staphylococcus, PseudomonasAerococcus 属。冷藏 7 天后, 在 UT 和 CO2 处理的乳样中, 以 Pseudomonas spp., Trichococcus floculiformis, Prevotella spp. 为主导菌群, TH 处理乳中无上述菌群, 但以 Staphylococcus spp. 为主, MF 处理乳样中则以 Stenotrophomonas spp. 为主导菌群。T-RFLP 的主成分分析揭示了处理方法对特定微生物有强烈的影响。PCR-DGEE 图谱揭示了主导菌群与处理方法 (TH、CO2 和 MF) 对乳样微生物菌群的作用是密切联系, 这种方法可以作为评价处理乳质量的标记。T-RFLP 方法与 PCR-DGGE 方法相比, 就有更高的分辨率, 因此可以作为乳中微生物群落分析的精确工具。

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References

  • Blackwood CB, Hudleston D, Zak DR, Buyer JS (2007) Interpreting ecological diversity indices applied to terminal restriction fragment length polymorphism data: insights from simulated microbial communities. Appl Environ Microbiol 73:5276–5283

    Article  CAS  Google Scholar 

  • Champagne CP, Laing RR, Roy D, Mafu AA, Griffiths MW (1994) Psychrotrophs in dairy products: their effects and their control. Crit Rev Food Sci Nutr 34:1–30

    Article  CAS  Google Scholar 

  • Delbès C, Ali-Mandjee L, Montel MC (2007) Monitoring bacterial communities in raw milk and cheese by culture-dependent and -independent 16S rRNA gene-based analyses. Appl Environ Microbiol 73:1882–1891

    Article  Google Scholar 

  • Dicksved J, Lindberg M, Rosenquist M, Enroth H, Jansson JK, Engstrand L (2009) Molecular characterization of the stomach microbiota in patients with gastric cancer and in controls. J Med Microbiol 58:509–516

    Article  CAS  Google Scholar 

  • Dunbar J, Ticknor LO, Kuske CR (2001) Phylogenetic specificity and reproducibility and new method for analysis of terminal restriction fragment profiles of 16S rRNA genes from bacterial communities. Appl Environ Microbiol 67:190–197

    Article  CAS  Google Scholar 

  • Egert M, Friedrich MW (2003) Formation of pseudo-terminal restriction fragments, a PCR-related bias affecting terminal restriction fragment length polymorphism analysis of microbial community structure. Appl Environ Microbiol 69:2555–2562

    Article  CAS  Google Scholar 

  • Elwell MW, Barbano DM (2006) Use of microfiltration to improve fluid milk quality. J Dairy Sci 89(Suppl 1):E20–E30

    Article  Google Scholar 

  • Engebretson JJ, Moyer CL (2003) Fidelity of select restriction endonucleases in determining microbial diversity by terminal-restriction fragment length polymorphism. Appl Environ Microbiol 69:4823–4829

    Article  CAS  Google Scholar 

  • Enwall K, Hallin S (2009) Comparison of T-RFLP and DGGE techniques to assess denitrifier community composition in soil. Lett Appl Microbiol 48:145–148

    Article  CAS  Google Scholar 

  • Ernest SKM, Brown JH (2001) Homeostasis and compensation: the role of species and resources in ecosystem stability. Ecology 82:2118–2132

    Article  Google Scholar 

  • Frank JF, Hassan AN, Roginski H (2002) Microorganisms associated with milk. Encyclopedia of Dairy Sciences, Elsevier, Oxford, UK

    Google Scholar 

  • Fricker M, Skanseng B, Rudi K, Stessl B, Ehling-Schulz M (2010) Shift from farm to dairy tank milk microbiota revealed by a polyphasic approach is independent from geographical origin. Int J Food Microbiol 145 (Suppl 1):S24–S30

    Google Scholar 

  • Giannino ML, Marzotto M, Dellaglio F, Feligini M (2009) Study of microbial diversity in raw milk and fresh curd used for Fontina cheese production by culture-independent methods. Int J Food Microbiol 130:188–195

    Article  CAS  Google Scholar 

  • Giraffa G, Neviani E (2001) DNA-based, culture-independent strategies for evaluating microbial communities in food-associated ecosystems. Int J Food Microbiol 67:19–34

    Article  CAS  Google Scholar 

  • Hantsis-Zacharov E, Halpern M (2007) Culturable psychrotrophic bacterial communities in raw milk and their proteolytic and lipolytic traits. Appl Environ Microbiol 73:7162–7168

    Article  CAS  Google Scholar 

  • Hartmann M, Widmer F (2006) Community structure analyses are more sensitive to differences in soil bacterial communities than anonymous diversity indices. Appl Environ Microbiol 72:7804–7812

    Article  CAS  Google Scholar 

  • Jany JL, Barbier G (2008) Culture-independent methods for identifying microbial communities in cheese. Food Microbiol 25:839–848

    Article  CAS  Google Scholar 

  • Kaplan CW, Kitts CL (2003) Variation between observed and true Terminal Restriction Fragment length is dependent on true TRF length and purine content. J Microbiol Methods 54:121–125

    Article  CAS  Google Scholar 

  • Kitts CL (2001) Terminal restriction fragment patterns: a tool for comparing microbial communities and assessing community dynamics. Curr Issues Intest Microbiol 2:17–25

    CAS  Google Scholar 

  • Lafarge V, Ogier JC, Girard V, Maladen V, Leveau JY, Gruss A, Delacroix-Buchet A (2004) Raw cow milk bacterial population shifts attributable to refrigeration. Appl Environ Microbiol 70:5644–5650

    Article  CAS  Google Scholar 

  • Legendre P, Gallagher E (2001) Ecologically meaningful transformations for ordination of species data. Oecologia 129:271–280

    Article  Google Scholar 

  • Marsh TL (2000) Terminal restriction fragment length polymorphism (T-RFLP): an emerging method for characterizing diversity among homologous populations of amplification products. Curr Opin Microbiol 2:323–327

    Article  Google Scholar 

  • Marzotto M, Maffeis C, Paternoster T, Ferrario R, Rizzotti L, Pellegrino M, Dellaglio F, Torriani S (2006) Lactobacillus paracasei A survives gastrointestinal passage and affects the fecal microbiota of healthy infants. Res Microbiol 157:857–866

    Article  CAS  Google Scholar 

  • McCune B, Mefford MJ, PC-ORD (2006) Multivariate analysis of ecological data, Version 5.10, MjM Software, Gleneden Beach. Oregon, USA

  • McGarvey JA, Miller WG, Zhang R, Ma Y, Mitloehner F (2007) Bacterial population dynamics in dairy waste during aerobic and anaerobic treatment and subsequent storage. Appl Environ Microbiol 73:193–202

    Article  CAS  Google Scholar 

  • Muyzer G, de Waal EC, Uitterlinden AG (1993) Profiling of complex microbial populations by denaturing gradient gel electrophoresis analysis of polymerase chain reaction-amplified genes coding for 16S rRNA. Appl Environ Microbiol 59:695–700

    CAS  Google Scholar 

  • Ogier JC, Lafarge V, Girard V, Rault A, Maladen V, Gruss A, Leveau JY, Delacroix-Buchet A (2004) Molecular fingerprinting of dairy microbial ecosystems by use of temporal temperature and denaturing gradient gel electrophoresis. Appl Environ Microbiol 70:5628–5643

    Article  CAS  Google Scholar 

  • Osborn AM, Moore ER, Timmis KN (2000) An evaluation of terminal-restriction fragment length polymorphism (T-RFLP) analysis for the study of microbial community structure and dynamics. Environ Microbiol 2:39–50

    Article  CAS  Google Scholar 

  • Park S, Ku YK, Seo MJ, Kim DY, Yeon JE, Lee KM, Jeong S-C, Yoon WK, Harn CH, Kim HM (2006) Principal component analysis and discriminant analysis (PCA-DA) for discriminating profiles of terminal restriction fragment length polymorphism (T-RFLP) in soil bacterial communities. Soil Biol Biochem 38:2344–2349

    Article  CAS  Google Scholar 

  • Raats D, Offek M, Minz D, Halpern M (2011) Molecular analysis of bacterial communities in raw cow milk and the impact of refrigeration on its structure and dynamics. Food Microbiol 28:465–471

    Article  CAS  Google Scholar 

  • Rasolofo EA, St-Gelais D, LaPointe G, Roy D (2010) Molecular analysis of bacterial population structure and dynamics during cold storage of untreated and treated milk. Int J Food Microbiol 138:108–118

    Article  CAS  Google Scholar 

  • Rowe MT (1988) Effect of carbon dioxide on growth and extracellular enzyme production by Pseudomonas fluorescens B52. Int J Food Microbiol 6:51–56

    Article  CAS  Google Scholar 

  • Russell JB (1991) Resistance of Streptococcus bovis to acetic acid at low pH: relationship between intracellular pH and anion accumulation. Appl Environ Microbiol 57:255–259

    CAS  Google Scholar 

  • Schutte UM, Abdo Z, Bent SJ, Shyu C, Williams CJ, Pierson JD, Forney LJ (2008) Advances in the use of terminal restriction fragment length polymorphism (T-RFLP) analysis of 16S rRNA genes to characterize microbial communities. Appl Microbiol Biotechnol 80:365–380

    Article  CAS  Google Scholar 

  • Shannon CE, Weaver W (1963) The mathematical theory of communication. University of Illinois Press, Urbana, USA

    Google Scholar 

  • Sundset MA, Praesteng KE, Cann IK, Mathiesen SD, Mackie RI (2007) Novel rumen bacterial diversity in two geographically separated sub-species of reindeer. Microb Ecol 54:424–438

    Article  Google Scholar 

  • Talbot G, Roy CS, Topp E, Beaulieu C, Palin MF, Masse DI (2009) Multivariate statistical analyses of rDNA and rRNA fingerprint data to differentiate microbial communities in swine manure. FEMS Microbiol Ecol 70:540–552

    Article  CAS  Google Scholar 

  • Therese KL, Anand AR, Madhavan HN (1998) Polymerase chain reaction in the diagnosis of bacterial endophthalmitis. Br J Ophthalmol 82:1078–1082

    Article  CAS  Google Scholar 

  • Tu O, Knott T, Marsh M, Bechtol K, Harris D, Barker D, Bashkin J (1998) The influence of fluorescent dye structure on the electrophoretic mobility of end-labeled DNA. Nucleic Acids Res 26:2797–2802

    Article  CAS  Google Scholar 

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Acknowledgments

This study was supported by a grant from Fonds Québécois de la Recherche sur la Nature et les Technologies (FQRNT), Ministère de l’Agriculture, des Pêcheries et de l’Alimentation du Québec (MAPAQ), Novalait, and Agriculture and Agri-Food Canada award to G. LaPointe, D. Roy, and D. St-Gelais and by the NSERC Canada Research Chair awarded to D. Roy. The authors thank D. St-Gelais, S. Turcot, S. Labrie, and L. Lagacé for their scientific advice and technical assistance.

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Correspondence to Denis Roy.

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Rasolofo, E.A., LaPointe, G. & Roy, D. Assessment of the bacterial diversity of treated and untreated milk during cold storage by T-RFLP and PCR-DGGE methods. Dairy Science & Technol. 91, 573–597 (2011). https://doi.org/10.1007/s13594-011-0027-4

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  • DOI: https://doi.org/10.1007/s13594-011-0027-4

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