با همکاری انجمن علوم و صنایع غذایی ایران

نوع مقاله : مقاله پژوهشی

نویسندگان

1 گروه علوم و صنایع غذایی، دانشکده صنایع غذایی بهار، دانشگاه بوعلی سینا، همدان، ایران

2 گروه علوم و صنایع غذایی، دانشکده صنایع غذایی بهار، دانشگاه بوعلی سینا، همدان، ایران.

چکیده

در این مطالعه، یک پنیر محلی از شیر گاو براساس دستورالعمل محلی تهیه گردید. جمعیت میکروبی پنیر و توانایی عملکردی آن برای رسیدگی توسط توالی‌یابی کامل متاژنوم بررسی گردید. پنیر سنتی به‌وسیله کشت آغازگر مزوفیلیک تولید شد. پنیر در دمای °C 10 به‌مدت 3 ماه دوره رسیدگی خود را طی کرد. نمونه‌ها از سطح پنیر جمع‌آوری گردید. بعد از خالص‌سازی کلنی‌ها، جدایه‌های گرم مثبت و کاتالاز منفی از لحاظ فنوتیپی در سطح جنس توسط تست‌های فیزیولوژی شامل قابلیت تولید گاز، رشد در pHهای مختلف (6/9 و 4/4)، تحمل نمک (5/6 و 18 درصد) و دماهای مختلف (10 و 45 درجه سانتی‌گراد) شناسایی شدند. نتایج شناسایی فنوتیپی نشان داد که اکثر سویه‌های باکتری‌های اسید لاکتیک متعلق به Streptococcus, Lactococcus  و Lactobacillus بودند. همچنین نتایج آنالیز متاژنومیکس نشان داد که جنس‌های متعددی شاملStreptococcus, Lactococcus, Lactobacillus, Acinetobacter, Enterococcus  Glutamicibacter,  و Weissella در پنیر وجود دارند. Streptococcus thermophilus, Lactococcus lactis و Lactobacillus helveticus به‌عنوان گونه‌های غالب شناسایی شدند. باکتری‌های بیماری‌زا نظیر Enterobacter, Listeria  و Staphylococcus نیز به‌مقدار جزئی یافت شدند و بنابراین تقریباً نگرانی برای مصرف‌کنندگان و سلامت انسان وجود ندارد. میکروبیوم این پنیر، توانایی عملکردی برای سنتز رنج وسیعی از ترکیبات بو و مرتبط با توسعه طعم در این محصول را نشان داد که با متابولیسم و بیوسنتز متان، اسیدهای آمینه شاخه‌دار (ایزولوسین، والین، لوسین)، اسیدهای آمینه آروماتیک (تیروزین، تریپتوفان و فنیل‌آلانین)، سایر اسیدهای آمینه (ال-لیزین، بتا-آلانین)، اسیدهای چرب (آراشیدونات، پالمیتات، استئارات) و مونوساکاریدها در ارتباط بود. آنزیم‌های مرتبط با بیوسنتز و متابولیسم اسیدهای آمینه درطی رسیدگی این پنیر یافت شدند. این آنزیم‌ها شامل 4-hydroxy-tetrahydrodipicolinate reductase, 2-isopropylmalate synthase, 3-dehydroquinate dehydratase, 3-hydroxyisobutyryl-CoA hydrolase, 5-carboxymethyl-2-hydroxymuconate delta-isomerase, 3-hydroxyacyl-CoA dehydrogenase. بودند. براساس نتایج KAAS (سرور حاشیه‌نویسی اتوماتیک KEGG)، پروتئین‌های درگیر در مسیرهای متابولیکی جامعه میکروبی روی سطح پنیر سنتی شامل موارد زیر بودند: Cytochrome P450 Photosynthesis Proteins, Peptidases & Inhibitors, Glycosyltransferases, Lipopolysaccharide Biosynthesis Proteins, Peptidoglycan Biosynthesis and Degradation Proteins, Lipid Biosynthesis Proteins, Protein Kinases, Polyketide Biosynthesis Proteins
Prenyltransferases, Protein Phosphatases & Associated Proteins, and Amino Acid Related Enzymes.. پنیر تحت‌مطالعه به‌عنوان یک غذای عملگر، فواید سلامتی برای مصرف‌کنندگان به‌واسطه حضور باکتری‌های پروبیوتیک و ژن‌های مرتبط با بیوسنتز ترکیبات با ارزش شامل آنتی‌بیوتیک‌ها، داروها و آنتی‌­اکسیدان‌ها را نشان داد.

کلیدواژه‌ها

موضوعات

عنوان مقاله [English]

Metagenomic analysis of the microbial community in an Iranian local cheese

نویسندگان [English]

  • Nafiseh Davati 1
  • Sahar Bahrami 2

1 Department of Food Science and Technology, Bu‐Ali Sina University, Hamedan, Iran.

2 Department of Food Science and Technology, Bu‐Ali Sina University, Hamedan, Iran.

چکیده [English]

Introduction: The consumption of local and traditional dairy products have increased in recent years and some local cheeses as functional foods with desirable organoleptic attributes have positive effects on human health. However, there is concern that consumption of these products may increase the risk of exposure to food born bacteria such as Enterobacteriaceae family, Staphylococcus aureus, and Listeria monocytogenes. The microbiome of fermented products such as cheese is one of the most powerful and important parameters in flavor development and ripening. Furthermore, cheese flavor formation as a dynamic biochemical process is related to environmental conditions including milk source, ripening time, and temperature of storage. These parameters affect the microbial community structures and metabolic pathways.
 
 Materials and Methods: In this study, a local cheese made from cow milk was prepared based on a local recipe. The traditional cheese was manufactured using mesophilic starter culture. The cheese was ripened at 10°C for 3 months. The samples were collected from the surface of the cheese. The serial dilution was performed until 10-10 dilution in sterile ringer. For isolation and phenotypic identification of lactic acid bacteria, a 100 µl of diluted sample was cultured on MRS agar and M17 agar, followed by incubation at 37°C for 48 h under anaerobic conditions with Gas-Pak A. After purification of colonies, the Gram-positive and catalase-negative isolates were phenotypically identified at genus level using physiological tests including capacity of gas production, growth at different pHs (9.6 and 4.4), salt tolerance (%6.5 and 18%), and different growth temperatures (10°C and 45°C). DNA extraction was performed with DNeasy®Blood & Tissue Kit. The microbial population of the cheese and its functional potential for ripening were investigated by whole-metagenome sequencing. The prepared library using Nextera™ DNA approach was sequenced by using the Illumina HiSeq® 2000, 2×100 bp paired- end reads. The metagenomics data of cheese microbiome were analyzed for taxonomic profiling and functional potential by De Novo Assemble Metagenome and Bin Pangenomes. The metabolic pathways were extracted from the KEGGdatabase.
 
Results and Discussion: The results of phenotypic identification showed that most of the lactic acid bacteria strains belonged to Streptococcus, Lactococcus, and Lactobacillus. Also, the results of metagenomics analysis showed that there were various genera including Streptococcus, Lactococcus, Lactobacillus, Acinetobacter, Enterococcus, Glutamicibacter, and Weissella in cheese. Streptococcus thermophilus, Lactococcus lactis, and Lactobacillus helveticus were identified as dominant species. Pathogenic bacteria such as Enterobacter, Listeria, and Staphylococcuswere also slightly found and therefore there is nearly no concern for consumers and human health. The microbiome of this cheese showed the metabolic potential for the biosynthesis of a wide range of  aroma compounds and associated with flavor development that related with the metabolism and biosynthesis of methane, branched chain amino acids (isoleucine, valine, and leucine), aromatic amino acids (tyrosine, tryptophan, and phenylalanine), other amino acids (beta-alanine, L-lysine), fatty acids (arachidonate, palmitate, stearate), and monosaccharides. The enzymes related to biosynthesis and metabolism of amino acids were found during ripening of this cheese. These enzymes included 4-hydroxy-tetrahydrodipicolinate reductase, 2-isopropylmalate synthase, 3-dehydroquinate dehydratase, 3-hydroxyisobutyryl-CoA hydrolase, 5-carboxymethyl-2-hydroxymuconate delta-isomerase, and 3-hydroxyacyl-CoA dehydrogenase. Based on the results of KAAS (KEGG Automatic Annotation Server), proteins involved in metabolic pathways of microbial community on the surface of the traditional cheese included Cytochrome P450 Photosynthesis Proteins, Peptidases & Inhibitors, Glycosyltransferases, Lipopolysaccharide Biosynthesis Proteins, Peptidoglycan Biosynthesis and Degradation Proteins, Lipid Biosynthesis Proteins, Protein Kinases, Polyketide Biosynthesis Proteins Prenyltransferases, Protein Phosphatases & Associated Proteins, and Amino Acid Related Enzymes. The cheese under our study as a functional food showed health benefits for consumers due to the presence of probiotic bacteria and genes encoded for biosynthesis of valuable compounds including antibiotics, drugs, and antioxidants.

کلیدواژه‌ها [English]

  • Cheese
  • Metagenomic
  • Flavor
  • Lactic acid bacteria
Aparna, G., Bimlesh, M., Rajesh, K., & Sangwan, R. B., 2010, Identification of antioxidant peptides in cheddar cheese made with adjunct culture Lactobacillus casei ssp. casei 300. Milchwissenschaft, 65(4), 396-399.
Ben Lawlor, J., Delahunty, C. M., Wilkinson, M. G., & Sheehan, J., 2003, Swiss‐type and Swiss–Cheddar hybrid‐type cheeses: effects of manufacture on sensory character and relationships between the sensory attributes and volatile compounds and gross compositional constituents. International journal of dairy technology, 56(1), 39-51.
Bertuzzi, A. S., Walsh, A. M., Sheehan, J. J., Cotter, P. D., Crispie, F., McSweeney, P. L., & Rea, M. C., 2018, Omics-based insights into flavor development and microbial succession within surface-ripened cheese. MSystems, 3(1). 
Broadbent, J. R., Brighton, C., McMahon, D. J., Farkye, N. Y., Johnson, M. E., & Steele, J. L., 2013, Microbiology of Cheddar cheese made with different fat contents using a Lactococcus lactis single-strain starter. Journal of dairy science, 96(7), 4212-4222.
Cardinal, M. J., Meghrous, J., Lacroix, C., & Simard, R. E., 1997, Isolation of Lactococcus lactis strains producing inhibitory activity against Listeria. Food Biotechnology, 11(2), 129-146.
Duru, I. C., Laine, P., Andreevskaya, M., Paulin, L., Kananen, S., Tynkkynen, S., & Smolander, O. P., 2018, Metagenomic and metatranscriptomic analysis of the microbial community in Swiss-type Maasdam cheese during ripening. International journal of food microbiology, 281, 10-22.
Escobar-Zepeda, A., Sanchez-Flores, A., & Baruch, M. Q., 2016, Metagenomic analysis of a Mexican ripened cheese reveals a unique complex microbiota. Food microbiology, 57, 116-127.
Fitzsimons, N. A., Cogan, T. M., Condon, S., & Beresford, T., 1999, Phenotypic and genotypic characterization of non-starter lactic acid bacteria in mature cheddar cheese. Applied and environmental microbiology, 65(8), 3418-3426.
Ganesan, B., Weimer, B. C., Pinzon, J., Kong, N. D., Rompato, G., Brothersen, C., & McMahon, D. J., 2014, Probiotic bacteria survive in Cheddar cheese and modify populations of other lactic acid bacteria. Journal of applied microbiology, 116(6), 1642-1656.
Harrigan, W., 1998, Laboratory methods in food microbiology: Gulf Professional Publishing.
Johnson, M. E., 2014, Mesophilic and thermophilic cultures used in traditional cheesemaking. Cheese and Microbes, 73-94.
Kergourlay, G., Taminiau, B., Daube, G., & Vergès, M. C. C., 2015, Metagenomic insights into the dynamics of microbial communities in food. International journal of food microbiology, 213, 31-39. 
Lahtinen, S., Ouwehand, A. C., Salminen, S., & von Wright, A. (Eds.), 2011, Lactic acid bacteria: microbiological and functional aspects. Crc Press.
Liggett, R. E., Drake, M. A., & Delwiche, J. F., 2008, Impact of flavor attributes on consumer liking of Swiss cheese. Journal of dairy science, 91(2), 466-476.
Lordan, R., Walsh, A., Crispie, F., Finnegan, L., Demuru, M., Tsoupras, A., Zabetakis, I., 2019, Caprine milk fermentation enhances the antithrombotic properties of cheese polar lipids. Journal of Functional Foods, 61, 103507.
Marilley, L., & Casey, M. G., 2004, Flavours of cheese products: metabolic pathways, analytical tools and identification of producing strains. International journal of food microbiology, 90(2), 139-159.
 McSweeney, P. L. H., Hayaloglu, A. A., O'Mahony, J. A., & Bansal, N., 2006, Perspectives on cheese ripening. Australian journal of dairy technology, 61(2), 69.
Murtaza, M. A., Ur-Rehman, S., Anjum, F. M., Huma, N., & Hafiz, I., 2014, Cheddar cheese ripening and flavor characterization: a review. Critical reviews in food science and nutrition, 54(10), 1309-1321.
Pritchard, S. R., Phillips, M., & Kailasapathy, K., 2010, Identification of bioactive peptides in commercial Cheddar cheese. Food research international, 43(5), 1545-1548.
Smit, G., Smit, B. A., & Engels, W. J., 2005, Flavour formation by lactic acid bacteria and biochemical flavour profiling of cheese products. FEMS microbiology reviews, 29(3), 591-610.
Smit, G., Smit, B. A., & Engels, W. J., 2005, Flavour formation by lactic acid bacteria and biochemical flavour profiling of cheese products. FEMS microbiology reviews, 29(3), 591-610.
Swearingen, P. A., O'sullivan, D. J., & Warthesen, J. J., 2001, Isolation, characterization, and influence of native, nonstarter lactic acid bacteria on Cheddar cheese quality. Journal of Dairy Science, 84(1), 50-59
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