Protein Expression Level Changes in Weissella koreensis during Garlic Media Fermentation
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Garlic Cultivation
2.2. Bacterial Strains and Culture Condition
2.3. Determination of Organic Acids and Sugars
2.4. Statistical Analysis
2.5. Protein Sample Preparation
2.6. Two-Dimensional Electrophoresis
2.7. Coomassie Staining
2.8. Gel Scanning and Image Analysis
2.9. In-Gel Protein Digestion with Trypsin and Extraction of Peptides
2.10. Identification of Proteins by LC-MS/MS
2.11. RNA Isolation
2.12. Real-Time PCR Analysis
3. Results
3.1. Changes in Organic Acids in the MB and MBCG Media during WK Fermentation
3.2. Protein Expression Patterns of the WK Fermented in the MB or MBCG Medium
3.3. Validation of the 2D Electrophoresis Data by qRT-PCR
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Siragusa, S.; De Angelis, M.; Calasso, M.; Campanella, D.; Minervini, F.; Di Cagno, R.; Gobbetti, M. Fermentation and proteome profiles of Lactobacillus plantarum strains during growth under food-like conditions. J. Proteom. 2014, 96, 366–380. [Google Scholar] [CrossRef]
- Collins, M.D.; Samelis, J.; Metaxopoulos, J.; Wallbanks, S. Taxonomic studies on some leuconostoc-like organisms from fermented sausages: Description of a new genus Weissella for the Leuconostoc paramesenteroides group of species. J. Appl. Bacteriol. 1993, 75, 595–603. [Google Scholar] [CrossRef]
- De Bruyne, K.; Camu, N.; De Vuyst, L.; Vandamme, P. Weissella fabaria sp. nov., from a Ghanaian cocoa fermentation. Int. J. Syst. Evol. Microbiol. 2010, 60, 1999–2005. [Google Scholar] [CrossRef] [Green Version]
- Padonou, S.W.; Schillinger, U.; Nielsen, D.S.; Franz, C.M.A.P.; Hansen, M.; Hounhouigan, J.D.; Nago, M.C.; Jakobsen, M. Weissella beninensis sp. nov., a motile lactic acid bacterium from submerged cassava fermentations, and emended description of the genus Weissella. Int. J. Syst. Evol. Microbiol. 2010, 60, 2193–2198. [Google Scholar] [CrossRef]
- Magnusson, J.; Jonsson, H.; Schnurer, J.; Roos, S. Weissella soli sp. nov., a lactic acid bacterium isolated from soil. Int. J. Syst. Evol. Microbiol. 2002, 52, 831–834. [Google Scholar]
- Björkroth, K.J.; Schillinger, U.; Geisen, R.; Weiss, N.; Hoste, B.; Holzapfel, W.H.; Korkeala, H.J.; Vandamme, P. Taxonomic study of Weissella confusa and description of Weissella cibaria sp. nov., detected in food and clinical samples. Int. J. Syst. Evol. Microbiol. 2002, 52, 141–148. [Google Scholar] [CrossRef]
- Lee, J.-S.; Lee, K.C.; Ahn, J.-S.; Mheen, T.-I.; Pyun, Y.-R.; Park, Y.-H. Weissella koreensis sp. nov., isolated from kimchi. Int. J. Syst. Evol. Microbiol. 2002, 52, 1257–1261. [Google Scholar] [CrossRef] [Green Version]
- Harauma, A.; Moriguchi, T. Aged garlic extract improves blood pressure in spontaneously hypertensive rats more safely than raw garlic. J. Nutr. 2006, 136, 769s–773s. [Google Scholar] [CrossRef] [Green Version]
- Kyo, E.; Uda, N.; Kasuga, S.; Itakura, Y. Immunomodulatory effects of aged garlic extract. J. Nutr. 2001, 131, 1075s–1079s. [Google Scholar] [CrossRef]
- Morihara, N.; Ushijima, M.; Kashimoto, N.; Sumioka, I.; Nishihama, T.; Hayama, M.; Takeda, H. Aged garlic extract ameliorates physical fatigue. Biol. Pharm. Bull. 2006, 29, 962–966. [Google Scholar] [CrossRef] [Green Version]
- Shin, J.H.; Joo, N.M. Processing Optimization of Chocolate with Fermented and Aged Garlic Extract. Korean J. Food Cult. 2010, 25, 216–224. [Google Scholar]
- Shin, J.H.; Kim, K.G.; Kang, M.J.; Yang, S.M.; Sung, N.J. Preparation and quality characteristics of yogurt with black garlic extracts. Korean J. Soc. Food Cookery Sci. 2010, 26, 307–313. [Google Scholar]
- Kim, M.J.; Na Seo, H.; Hwang, T.S.; Lee, S.H.; Park, D.H. Characterization of exopolysaccharide (EPS) produced by Weissella hellenica SKkimchi3 isolated from kimchi. J. Microbiol. 2008, 46, 535–541. [Google Scholar] [CrossRef] [PubMed]
- Rural Development Administration (RDA). Garlic cultivation technique. In Standard Farming Textbook-117; RDA: Jeonju, Korea, 2017; pp. 181–188. [Google Scholar]
- Andersson, R.; Hedlund, B. HPLC analysis of organic acids in lactic acid fermented vegetables. Z. fur Lebensm. Unters. und Forsch. 1983, 176, 440–443. [Google Scholar] [CrossRef] [PubMed]
- Bahk, Y.Y.; Kim, S.A.; Kim, J.-S.; Euh, H.-J.; Bai, G.-H.; Cho, S.-N.; Kim, Y.S. Antigens secreted fromMycobacterium tuberculosis: Identification by proteomics approach and test for diagnostic marker. Proteomics 2004, 4, 3299–3307. [Google Scholar] [CrossRef] [PubMed]
- Kim, S.-Y.; Kim, Y.S.; Bahk, Y.Y. Proteome changes induced by expression of tumor suppressor PTEN. Mol. Cells 2003, 15, 396–405. [Google Scholar] [PubMed]
- Gobom, J.; Nordhoff, E.; Mirgorodskaya, E.; Ekman, R.; Roepstorff, P. Sample purification and preparation technique based on nano-scale reversed-phase columns for the sensitive analysis of complex peptide mixtures by matrix-assisted laser desorption/ionization mass spectrometry. J. Mass Spectrom. JMS 1999, 34, 105–116. [Google Scholar] [CrossRef]
- Zuo, X.; Echan, L.; Hembach, P.; Tang, H.Y.; Speicher, K.D.; Santoli, D.; Speicher, D.W. Towards global analysis of mammalian proteomes using sample prefractionation prior to narrow pH range two-dimensional gels and using one-dimensional gels for insoluble and large proteins. Electrophoresis 2001, 22, 1603–1615. [Google Scholar] [CrossRef]
- Leung, G.S.W.; Zhang, M.; Xie, W.J.; Kwan, H.S. Identification by RNA fingerprinting of genes differentially expressed during the development of the basidiomycete Lentinula edodes. Mol. Genet. Genom. 2000, 262, 977–990. [Google Scholar] [CrossRef]
- Livak, K.J.; Schmittgen, T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2− ΔΔCT method. Methods 2001, 25, 402–408. [Google Scholar] [CrossRef] [PubMed]
- Mantzourani, I.; Kazakos, S.; Terpou, A.; Alexopoulos, A.; Bezirtzoglou, E.; Bekatorou, A.; Plessas, S. Potential of the Probiotic Lactobacillus Plantarum ATCC 14917 Strain to Produce Functional Fermented Pomegranate Juice. Foods 2018, 8, 4. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Schmeing, T.M.; Voorhees, R.M.; Kelley, A.C.; Gao, Y.-G.; Murphy, F.V.; Weir, J.R.; Ramakrishnan, V. The crystal structure of the ribosome bound to EF-Tu and aminoacyl-tRNA. Science 2009, 326, 688–694. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Bodley, J.W.; Zieve, F.J.; Lin, L.; Zieve, S.T. Formation of the ribosome-G factor-GDP complex in the presence of fusidic acid. Biochem. Biophys. Res. Commun. 1969, 37, 437–443. [Google Scholar] [CrossRef]
- Hirokawa, G.; Kiel, M.C.; Muto, A.; Selmer, M.; Raj, V.S.; Liljas, A.; Igarashi, K.; Kaji, H.; Kaji, A. Post-termination complex disassembly by ribosome recycling factor, a functional tRNA mimic. EMBO J. 2002, 21, 2272–2281. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Pandita, R.K.; Chow, T.T.; Udayakumar, D.; Bain, A.L.; Cubeddu, L.; Hunt, C.R.; Shi, W.; Horikoshi, N.; Zhao, Y.; Wright, W.E.; et al. Single-Strand DNA-Binding Protein SSB1 Facilitates TERT Recruitment to Telomeres and Maintains Telomere G-Overhangs. Cancer Res. 2015, 75, 858–869. [Google Scholar] [CrossRef] [Green Version]
- Kobayashi, D.Y.; Yuen, G.Y. The role of clp-regulated factors in antagonism against Magnaporthe poae and biological control of summer patch disease of Kentucky bluegrass by Lysobacter enzymogenes C3. Can. J. Microbiol. 2005, 51, 719–723. [Google Scholar] [CrossRef]
- Kim, M.; Chun, J. Bacterial community structure in kimchi, a Korean fermented vegetable food, as revealed by 16S rRNA gene analysis. Int. J. Food Microbiol. 2005, 103, 91–96. [Google Scholar] [CrossRef]
- Tatara, M.R.; Sliwa, E.; Dudek, K.; Mosiewicz, J.; Studzinski, T. Effect of aged garlic extract and allicin administration to sows during pregnancy and lactation on body weight gain and gastrointestinal tract development of piglets. Bull. Vet. Inst. Pulawy 2005, 49, 349–355. [Google Scholar]
- Kakimoto, M.S.A.; Nishimoto, I.; Shiraishi, S.; Itakura, Y. Fermented Garlic Composition. U.S. Patent No. 6146638, 14 November 2000. [Google Scholar]
- Turpin, W.; Humblot, C.; Guyot, J.P. Genetic screening of functional properties of lactic acid bacteria in a fermented pearl millet slurry and in the metagenome of fermented starchy foods. Appl. Environ. Microbiol. 2011, 77, 8722–8734. [Google Scholar] [CrossRef] [Green Version]
- Song, Y.-O. The Functional Properties of Kimchi for the Health Benefits. Food Ind. Nutr. 2004, 9, 27–33. [Google Scholar]
- Cox, D.J.; Olsen, E.B. Production de l’energie durant la fermentation malolactique. Appl. Environ. Microbiol. 1991, 80, 88997574. [Google Scholar]
Sample | Fermentation Time (Day) | Cell Number (CFU/mL) | Sugars and Organic Acids (mmol−1) | |||
---|---|---|---|---|---|---|
Glucose | Sucrose | Lactic Acid | Acetic Acid | |||
MB | Day1 | 2.23 × 107 | 98.0 ± 4.2 | 3.2 ± 2.9 | 0 | 0 |
Day3 | 3.22 × 108 | 70.1 ± 3.6 * | 3.3 ± 3.3 * | 142.1 ± 1.5 * | 1.5 ± 2.3 * | |
Day5 | 4.89 × 109 * | 68.1 ± 3.1 | 3.4 ± 2.4 | 158.1 ± 1.2 | 2.2 ± 2.5 | |
Day7 | 2.55 × 1010 | 67.2 ± 2.4 | 3.5 ± 2.2 | 160.8 ± 0.4 | 2.4 ± 0.4 | |
MBCG | Day1 | 1.23 × 107 | 97.0 ± 3.8 | 3.1 ± 3.1 | 0 | 0 |
Day3 | 2.82 × 108 | 71.2 ± 2.6 * | 3.2 ± 3.8 * | 140.1 ± 2.4 * | 1.4 ± 1.1 * | |
Day5 | 5.89 × 109 * | 66.1 ± 3.3 | 3.3 ± 3.7 | 157.2 ± 1.5 | 2.2 ± 2.4 | |
Day7 | 3.55 × 1010 | 64.2 ± 4.7 | 3.4 ± 2.5 | 159.2 ± 0.2 | 2.2 ± 8.1 |
Spot No. | Uniprot Entry Name | Gene Name | Protein Name | Theoretical pI/Mr | Moscot Score |
---|---|---|---|---|---|
1 | F8I065 | fusA | Elongation factor G [Weissella koreensis KACC 15510] | 4.67/77997 | 219 |
2 | J9W094 | ssb1 | Phage single-strand DNA binding protein [Lactobacillus buchneri CD034] | 6.93/20293 | 105 |
3 | F8HZ75 | clpP | ATP-dependent Clp protease proteolytic subunit [Weissella koreensis KACC 15510] | 5.52/21979 | 168 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Park, Y.-J.; Jang, M.-J. Protein Expression Level Changes in Weissella koreensis during Garlic Media Fermentation. Biology 2021, 10, 478. https://doi.org/10.3390/biology10060478
Park Y-J, Jang M-J. Protein Expression Level Changes in Weissella koreensis during Garlic Media Fermentation. Biology. 2021; 10(6):478. https://doi.org/10.3390/biology10060478
Chicago/Turabian StylePark, Youn-Jin, and Myoung-Jun Jang. 2021. "Protein Expression Level Changes in Weissella koreensis during Garlic Media Fermentation" Biology 10, no. 6: 478. https://doi.org/10.3390/biology10060478
APA StylePark, Y. -J., & Jang, M. -J. (2021). Protein Expression Level Changes in Weissella koreensis during Garlic Media Fermentation. Biology, 10(6), 478. https://doi.org/10.3390/biology10060478