본문 바로가기
KERD
논문KCI 등재

Quantitative Analysis of Milk-Derived microRNAs and Microbiota during the Manufacturing and Ripening of Soft Cheese

2

조회

0

다운로드

1

인용

0

참고문헌

키워드

주제분류생물학

초록

MicroRNAs (miRNAs) are abundant in bovine milk and milk derived from other livestock, and they have functional roles in infants and in the secretion process of mammary glands. However, few studies have evaluated miRNAs in dairy processes, such as during cheese making and ripening. Thus, we investigated the characteristics of milk-derived miRNAs during the manufacturing and ripening of Camembert cheese as well as the microbiota present using the quantitative reverse transcription polymer chain reaction (RT-qPCR) and 16S rRNA pyrosequencing, respectively. Pyrosequencing showed that the cheese microbiota changed dramatically during cheese processing, including during the pasteurization, starter culture, and ripening stages. Our results indicated that the RNA contents per 200 mg/200 μl of the sample increased significantly during cheese-making and ripening. The inner cheese fractions had higher RNA contents than the surfaces after 12 and 22 days of ripening in a timedependent manner (21.9 and 13.2 times higher in the inner and surface fractions than raw milk, respectively). We performed a comparative analysis of the miRNAs in each fraction by RT-qPCR. Large amounts of miRNAs (miR-93, miR-106a, miR-130, miR-155, miR-181a, and miR- 223) correlated with immune responses and mammary glands were present in aged cheese, with the exception of miR-223, which was not present on the surface. Considerable amounts of miRNAs were also detected in whey, which is usually disposed of during the cheese-making process. Unexpectedly, there were no significant correlations between immune-related miRNAs and the microbial populations during cheese processing. Taken together, these results show that various functional miRNAs are present in cheese during its manufacture and that they are dramatically increased in amount in ripened Camembert cheese, with differences according to depth.

Abstract

MicroRNAs (miRNAs) are abundant in bovine milk and milk derived from other livestock, and they have functional roles in infants and in the secretion process of mammary glands. However, few studies have evaluated miRNAs in dairy processes, such as during cheese making and ripening. Thus, we investigated the characteristics of milk-derived miRNAs during the manufacturing and ripening of Camembert cheese as well as the microbiota present using the quantitative reverse transcription polymer chain reaction (RT-qPCR) and 16S rRNA pyrosequencing, respectively. Pyrosequencing showed that the cheese microbiota changed dramatically during cheese processing, including during the pasteurization, starter culture, and ripening stages. Our results indicated that the RNA contents per 200 mg/200 μl of the sample increased significantly during cheese-making and ripening. The inner cheese fractions had higher RNA contents than the surfaces after 12 and 22 days of ripening in a timedependent manner (21.9 and 13.2 times higher in the inner and surface fractions than raw milk, respectively). We performed a comparative analysis of the miRNAs in each fraction by RT-qPCR. Large amounts of miRNAs (miR-93, miR-106a, miR-130, miR-155, miR-181a, and miR- 223) correlated with immune responses and mammary glands were present in aged cheese, with the exception of miR-223, which was not present on the surface. Considerable amounts of miRNAs were also detected in whey, which is usually disposed of during the cheese-making process. Unexpectedly, there were no significant correlations between immune-related miRNAs and the microbial populations during cheese processing. Taken together, these results show that various functional miRNAs are present in cheese during its manufacture and that they are dramatically increased in amount in ripened Camembert cheese, with differences according to depth.

참고문헌 (45)

  1. Haug A, "Bovine milk in human nutrition - a review", Lipids Health Dis, 6, pp.25~ (2007)
  2. Koletzko B, "Growth, development and differentiation: a functional food science approach", Br. J. Nutr, 80(Suppl 1), pp.S5~S45 (1998)
  3. Chen X, "Identification and characterization of microRNAs in raw milk during different periods of lactation, commercial fluid, and powdered milk products", Cell Res, 20, pp.1128~1137 (2010)
  4. Hata T, "Isolation of bovine milk-derived microvesicles carrying mRNAs and microRNAs", Biochem. Biophys. Res. Commun, 396, pp.528~533 (2010)
  5. Schanzenbach CI, "Can milk cell or skim milk miRNAs be used as biomarkers for early pregnancy detection in cattle?", PLoS One, 12, pp.e0172220~ (2017)
  6. Zempleni J, "Biological activities of extracellular vesicles and their cargos from bovine and human milk in humans and implications for infants", J. Nutr, 147, pp.3~10 (2017)
  7. Lee Y, "MicroRNA genes are transcribed by RNA polymerase II", EMBO J, 23, pp.4051~4060 (2004)
  8. Bartel DP, "MicroRNAs: genomics, biogenesis, mechanism, and function", Cell, 116, pp.281~297 (2004)
  9. Williams AE., "Functional aspects of animal microRNAs", Cell. Mol. Life Sci, 65, pp.545~562 (2008)
  10. Reddy PH, "A critical evaluation of neuroprotective and neurodegenerative microRNAs in Alzheimer’s disease", Biochem. Biophys. Res. Commun, 483, pp.1156~1165 (2017)
  11. Lu M, "An analysis of human microRNA and disease associations", PLoS One, 3, pp.e3420~ (2008)
  12. Zempleni J, "Gene regulation by dietary microRNAs", Can. J. Physiol. Pharmacol, 93, pp.1097~1102 (2015)
  13. Zhang L, "Exogenous plant MIR168a specifically targets mammalian LDLRAP1: evidence of cross-kingdom regulation by microRNA", Cell Res, 22, pp.107~126 (2012)
  14. 오상남, "Comparison of Total RNA Isolation Methods for Analysis of Immune-Related microRNAs in Market Milks", 한국축산식품학회지, 35(4), pp.459~465 (2015), 한국축산식품학회
  15. Lee JY, "Characterisation of microbial diversity and chemical properties of Cheddar cheese prepared from heat-treated milk", Int. Dairy J, 63, pp.92~98 (2016)
  16. Schloss PD, "Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities", Appl. Environ. Microbiol, 75, pp.7537~7541 (2009)
  17. Schloss PD, "Reducing the effects of PCR amplification and sequencing artifacts on 16S rRNA-based studies", PLoS One, 6, pp.e27310~ (2011)
  18. Kozich JJ, "Development of a dual-index sequencing strategy and curation pipeline for analyzing amplicon sequence data on the MiSeq Illumina sequencing platform", Appl. Environ. Microbiol, 79, pp.5112~5120 (2013)
  19. Dugat-Bony E, "Overview of a surface-ripened cheese community functioning by meta-omics analyses", PLoS One, 10, pp.e0124360~ (2015)
  20. Champagnea CP, "Interactions between Lactococcus lactis and Streptococcus thermophilus strains in Cheddar cheese processing conditions", Int. Dairy J, 19, pp.669~674 (2009)
  21. Schormuller J., "The chemistry and biochemistry of cheese ripening", Adv. Food Res, 16, pp.231~334 (1968)
  22. Alsaweed M, "Human milk microRNA and total RNA differ depending on milk fractionation", J. Cell. Biochem, 116, pp.2397~2407 (2015)
  23. Ruggirello M, "Fate of Lactococcus lactis starter cultures during late ripening in cheese models", Food Microbiol, 59, pp.112~118 (2016)
  24. Kosaka N, "microRNA as a new immune-regulatory agent in breast milk", Silence, 1, pp.7~ (2010)
  25. Pedersen I, "MicroRNAs in the immune response", Cytokine, 43, pp.391~394 (2008)
  26. Sun Q, "Immune modulatory function of abundant immune-related microRNAs in microvesicles from bovine colostrum", Protein Cell, 4, pp.197~210 (2013)
  27. Bidarimath M, "MicroRNAs, immune cells and pregnancy", Cell. Mol. Immunol, 11, pp.538~547 (2014)
  28. Sharma A, "Posttranscriptional regulation of interleukin-10 expression by hsa-miR-106a", Proc. Natl. Acad. Sci. USA, 106, pp.5761~5766 (2009)
  29. Vigorito E, "miR-155: an ancient regulator of the immune system", Immunol. Rev, 253, pp.146~157 (2013)
  30. Zhou Q, "Immune-related microRNAs are abundant in breast milk exosomes", Int. J. Biol. Sci, 8, pp.118~123 (2012)
  31. Gigli I, "microRNAs and the mammary gland: a new understanding of gene expression", Genet. Mol. Biol, 36, pp.465~474 (2013)
  32. Melnik BC, "Milk: an exosomal microRNA transmitter promoting thymic regulatory T cell maturation preventing the development of atopy?", J. Transl. Med, 12, pp.43~ (2014)
  33. Marshall K., "Therapeutic applications of whey protein", Altern. Med. Rev, 9, pp.136~156 (2004)
  34. Parodi PW., "A role for milk proteins and their peptides in cancer prevention", Curr. Pharm. Des, 13, pp.16~ (2007)
  35. Izumi H, "Bovine milk exosomes contain microRNA and mRNA and are taken up by human macrophages", J. Dairy Sci, 98, pp.2920~2933 (2015)
  36. Hirschi KD, "Dietary delivery: a new avenue for microRNA therapeutics?", Trends Biotechnol, 33, pp.431~432 (2015)
  37. Chiang K, "Dietary MicroRNA Database (DMD): An archive database and analytic tool for food-borne microRNAs", PLoS One, 10, pp.e0128089~ (2015)
  38. Ross SA, "The emerging role of microRNAs and nutrition in modulating health and disease", Annu. Rev. Nutr, 34, pp.305~336 (2014)
  39. Munch EM, "Transcriptome profiling of microRNA by Next-Gen deep sequencing reveals known and novel miRNA species in the lipid fraction of human breast milk", PLoS One, 8, pp.e50564~ (2013)
  40. Howard KM, "Loss of miRNAs during processing and storage of cow’s (Bos taurus) milk", J. Agric. Food Chem, 63, pp.588~592 (2015)
  41. Leclercq-Perlat MN, "Controlled production of camembert-type cheeses: part III role of the ripening microflora on free fatty acid concentrations", J. Dairy Res, 74, pp.218~225 (2007)
  42. Leclercq-Perlat MN, "Controlled production of Camembert-type cheeses. Part I: microbiological and physicochemical evolutions", J. Dairy Res, 71, pp.346~354 (2004)
  43. Beatty M, "Small RNAs from plants, bacteria and fungi within the order Hypocreales are ubiquitous in human plasma", BMC Genomics, 15, pp.933~ (2014)
  44. Sjostrom AE, "Membrane vesicle-mediated release of bacterial RNA", Sci. Rep, 5, pp.15329~ (2015)
  45. Ghosal A, "The extracellular RNA complement of Escherichia coli", Microbiologyopen, 4, pp.252~266 (2015)

관련 논문AI추천

Short Communication: Comparative analysis of dietary exosome-derived microRNAs from human, bovine and caprine colostrum and mature milk윤보현, Dong June Park, Sangnam Oh, Younghoon Kim한국축산학회 · 한국축산학회지2021 · 제63권 제3호Comparative miRNome analysis of colostrum- and mature milk–derived extracellular vesicles from Holstein and Jersey cowsDaye Mun, Dong-Hyun Lim, Sangdon Ryu, Sangnam Oh, Young-Hoon Kim한국축산학회 · 한국축산학회지2025 · 제67권 제1호Comparison of miR-106b, miR-191, and miR-30d expression dynamics in milk with regard to its composition in Holstein and Ayrshire cowsAzovtseva Anastasiia I., Dementieva Natalia V., Dysin Artem P., Leibova Viktoria B., Pozovnikova Marina V., Romanova Elena A., Sedykh Sergey E., Tulinova Olga V.아세아·태평양축산학회 · Animal Bioscience2024 · 제37권 제6호Fatty acids composition and lipolysis of Parmigiano Reggiano PDO cheese: effect of the milk cooling temperature at the farmBrasca Milena, Faccia Michele, Formaggioni Paolo, Franceschi Piero, Malacarne Massimo, Natrella Giuseppe, Summer Andrea아세아·태평양축산학회 · Animal Bioscience2023 · 제36권 제1호Identification and Function Prediction of Novel MicroRNAs in Laoshan Dairy GoatsChunlan Zhang, Guizhi Wang, Jianmin Wang, Zhaohua Liu, Zhibin Ji, Zhijing Xie아세아·태평양축산학회 · Animal Bioscience2013 · 제26권 제3호Investigation of Flavor-Forming Starter Lactococcus lactis subsp. lactis LDTM6802 and Lactococcus lactis subsp. cremoris LDTM6803 in Miniature Gouda-Type Cheeses길범주, 김인선, 박현준, 서은솔, 이혜원, 최윤재, 함준상, 허철성한국미생물·생명공학회 · Journal of Microbiology and Biotechnology2020 · 제30권 제9호

이 간행물의 다른 논문 (14건)