16S Bacterial Metagenomic Analysis of Herby Cheese (Otlu Peynir) Microbiota

Cheese microbiota may contain various bacterial species due to the use of different types of milk, rennet, and herbs. In this study, the distribution of the dominant bacteria present in the microbiota of herby cheese samples (n = 13) were examined by the next generation sequencing (NGS) technique. DNA was extracted both directly from cheese samples and after pre-enrichment. The metagenomic analysis of the NGS results revealed that Firmicutes were dominant both in DNA directly extracted from herby cheese (KOP), and pre-enriched samples (OP), at the phylum level. At the genus level, Lactobacillus, Lactococcus, and Streptococcus were dominant in the KOP samples, whereas in the OP samples, Enterococcus, Streptococcus, and Bacillus were determined as the dominant bacterial genera. Although Lactococcus raffinolactis and Streptococcus salivarius were dominant in the KOP samples, Enterococcus faecalis and S. salivarius were dominant in the OP samples. The Shannon species diversity index and principal coordinates analysis (PCoA) were used to determine the distribution in KOP and OP samples at the genus level. The PCoA of KOP-10, KOP-11, KOP-2, and KOP-7, KOP-3, and KOP-6 samples showed the wide distribution, whereas KOP-5, KOP-8, KOP-9, and KOP-14 herby cheese samples were closely related. The OP samples, especially OP-7 and OP-14, showed wide distribution in comparison to other OP samples. Finally, the dominant bacterial communities were identified by DNAbased metagenomic analysis, and this is the first report to elucidate the microbiota of herby cheese produced in Turkey using the NGS technique.

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Afshari, R., Pillidge, C. J., Read, E., Rochfort, S., Dias, D. A., Osborn, A. M., & Gill, H. (2020). New insights into cheddar cheese microbiotametabolome relationships revealed by integrative analysis of multi-omics data. Scientific Reports, 10(1), 3164. [CrossRef]

Anonymous (2021). 16S metagenomic sequencing library preparation. Part # 15044223 Rev. B. (Available at: https://support.illumina.com/ documents/documentation/chemistry_documentation/16s/16smetagenomic-library-prep-guide-15044223-b.pdf) (Accessed date: March 1, 2021).

Aydin, A., Ulusoy, B. H., & Ergün, Ö. (2005). A survey on heat-resistant moulds in milk, milk products and fruit juices that applied heat treatment. Archiv für Lebensmittelhygiene, 56, 58–60.

Choi, J., Lee, S. I., Rackerby, B., Goddik, L., Frojen, R., Ha, S. D., Kim, J. H., & Park, S. H. (2020). Microbial communities of a variety of cheeses and comparison between core and rind region of cheeses. Journal of Dairy Science, 103(5), 4026–4042. [CrossRef]

Coşkun, H., & Öztürk, B. (2000). Vitamin C contents of some herbs used in Van herby cheese (Van Otlu peyniri). Nahrung, 44(5), 379–380. [CrossRef]

De Filippis, F., Genovese, A., Ferranti, P., Gilbert, J. A., & Ercolini, D. (2016). Metatranscriptomics reveals temperature driven functional changes in microbiome impacting cheese maturation rate. Scientific Reports, 6, 21871. [CrossRef]

Delbès, C., Ali-Mandjee, L., & Montel, M. C. (2007). Monitoring bacterial communities in raw milk and cheese by culture-dependent and -independent 16S rRNA gene-based analyses. Applied and Environmental Microbiology, 73(6), 1882–1891. [CrossRef]

Duru, I. C., Laine, P., Andreevskaya, M., Paulin, L., Kananen, S., Tynkkynen, S., Auvinen, P., & Smolander, O. P. (2018). Metagenomic and metatranscriptomic analysis of the microbial community in Swisstype Maasdam cheese during ripening. International Journal of Food Microbiology, 281, 10–22. [CrossRef]

Ekici, K., Okut, H., Isleyici, O., Sancak, Y. C., & Tuncay, R. M. (2019). The determination of some microbiological and chemical features in herby cheese. Foods, 8(1), 23. [CrossRef]

Escobar-Zepeda, A., Sanchez-Flores, A., & Quirasco Baruch, M. (2016). Metagenomic analysis of a Mexican ripened cheese reveals a unique complex microbiota. Food Microbiology, 57, 116–127. [CrossRef]

Gill, J. J., Sabour, P. M., Gong, J., Yu, H., Leslie, K. E., & Griffiths, M. W. (2006). Characterization of bacterial populations recovered from the teat canals of lactating dairy and beef cattle by 16S rRNA gene sequence analysis. FEMS Microbiology Ecology, 56(3), 471–481. [CrossRef]

İşleyici, Ö., & Akyüz, N. (2009). Detection of lactic acid bacteria and microflora of herby cheese sold in Van city. Yüzüncü Yıl Üniversitesi Veteriner Fakültesi Dergisi, 20, 59–64.

Jingkai, J., Jianming, Z., Zhenmin, L., & Huaxi, Y. (2020). Dynamic changes of microbiota and texture properties during the ripening of traditionally prepared cheese of China. Archives of Microbiology, 202(8), 2059–2069. [CrossRef]

Kamilari, E., Tomazou, M., Antoniades, A., & Tsaltas, D. (2019). High throughput sequencing technologies as a new toolbox for deep analysis, characterization and potentially authentication of protection designation of origin cheeses? International Journal of Food Science, 2019, 5837301. [CrossRef]

Li, J., Zheng, Y., Xu, H., Xi, X., Hou, Q., Feng, S., Wuri, L., Bian, Y., Yu, Z., Kwok, L. Y., Sun, Z., & Sun, T. (2017). Bacterial microbiota of Kazakhstan cheese revealed by single molecule real time (SMRT) sequencing and its comparison with Belgian, Kalmykian and Italian artisanal cheeses. BMC Microbiology, 17(1), 13. [CrossRef]

Liu, D., Ainsworth, A. J., Austin, F. W., & Lawrence, M. L. (2004). Use of PCR primers derived from a putative transcriptional regulator gene for species-specific determination of Listeria monocytogenes. International Journal of Food Microbiology, 91(3), 297–304. [CrossRef]

Marchand, S., De Block, J., De Jonghe, V., Coorevits, A., Heyndrickx, M., & Herman, L. (2012). Biofilm formation in milk production and processing environments; influence on milk quality and safety. Comprehensive Reviews in Food Science and Food Safety, 11(2), 133–147. [CrossRef]

Marino, M., de Wittenau, G. D., Saccà, E., Cattonaro, F., Spadotto, A., Innocente, N., Radovic, S., Piasentier, E., & Marroni, F. (2019). Metagenomic profiles of different types of Italian high-moisture Mozzarella cheese. Food Microbiology, 79, 123–131. [CrossRef]

Montel, M. C., Buchin, S., Mallet, A., Delbes-Paus, C., Vuitton, D. A., Desmasures, N., & Berthier, F. (2014). Traditional cheeses: Rich and diverse microbiota with associated benefits. International Journal of Food Microbiology, 177, 136–154. [CrossRef]

Nalepa, B., Ciesielski, S., & Aljewicz, M. (2020). The microbiota of Edam cheeses determined by cultivation and high-throughput sequencing of the 16S rRNA amplicon. Applied Sciences, 10(12), 4063. [CrossRef]

Ocak, E., & Köse, Ş. (2015). Production of Van herby cheese and its mineral content. Gıda, 40, 343–348. [CrossRef]

Ocak, E., Javidipour, I., & Tuncturk, Y. (2015). Volatile compounds of Van herby cheese produced with raw and pasteurized milks from different spices. Journal of Food Science and Technology, 52(7), 4315–4323. [CrossRef]

Özçelik, H. (1989). Doğa, Türk tarım ve Ormancılık. Dergisi, 13, 356–360.

Peláez, C., Martínez-Cuesta, M. C., & Requena, T. (2019). Fermented dairy products. In M. A. Azcarate-Peril, R. R. Arnold & J. M. Bruno-Barcena (Eds.), How fermented foods feed a healthy gut microbiota (pp. 35–55). Switzerland: Springer Nature. [CrossRef]

Sagdıç, O., Simsek, B., & Küçüköner, E. (2003). Microbiological and physicochemical characteristics of Van herby cheese, a traditional Turkish dairy product. Milchwissenschaft, 58, 382–385.

Sağun, E., Sancak, Y. C., İşleyici, Ö., & Ekici, K. (2001). The presence and prevalence of Listeria species in milk and herby cheese in and around Van. Turkish Journal of Veterinery and Animal Science, 25, 15–19.

Schornsteiner, E., Mann, E., Bereuter, O., Wagner, M., & Schmitz-Esser, S. (2014). Cultivation-independent analysis of microbial communities on Austrian raw milk hard cheese rinds. International Journal of Food Microbiology, 180, 88–97. [CrossRef]

Şenel, E., Yıldız, F., Durlu-Özkaya, F., Öztekin, F. Ş, & Şanli, E. (2012). Evaluation of the biogenic amine content and some chemical and microbiological properties of Urfa and Van herby cheeses. Kafkas Universitesi Veteriner Fakultesi Dergisi, 18, 537–544. [CrossRef]

Settanni, L., & Moschetti, G. (2010). Non-starter lactic acid bacteria used to improve cheese quality and provide health benefits. Food Microbiology, 27(6), 691–697. [CrossRef]

Tilocca, B., Costanzo, N., Morittu, V. M., Spina, A. A., Soggiu, A., Britti, D., Roncada, P., & Piras, C. (2020). Milk microbiota: characterization methods and role in cheese production. Journal of Proteomics, 210, 103534. [CrossRef]

Yeluri Jonnala, B. R. Y., McSweeney, P. L. H., Sheehan, J. J., & Cotter, P. D. (2018). Sequencing of the cheese microbiome and its relevance to industry. Frontiers in Microbiology, 9, 1020. [CrossRef]
Acta Veterinaria Eurasia-Cover
  • ISSN: 2618-639X
  • Başlangıç: 1975
  • Yayıncı: İstanbul Üniversitesi-Cerrahpaşa
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