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Metabolome analysis to investigate the effect of controlled fermentation on taste-related metabolites in terasi

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Abstract

Introduction

Terasi is a fermented shrimp paste unique to Indonesia and is used in dishes to add umami and saltiness. In a previous study, the controlled fermentation of terasi was optimized using starters containing three bacterial isolates: Staphylococcus saprophyticus, Bacillus subtilis, and Lactobacillus murinus. However, the influence of controlled fermentation using these starters on the metabolites in terasi has not yet been studied.

Objectives

Therefore, this study aimed to investigate the effect of controlled fermentation on taste-related metabolites in terasi using a metabolomics approach.

Results

Non-targeted analysis indicated that amino acids contributed to variations during fermentation. Subsequently, targeted analysis of amino acids revealed that terasi subjected to controlled fermentation using a starter with a 2:1:2 ratio of S. saprophyticus, B. subtilis, and L. murinus, respectively, resulted in a product containing d-amino acids, such as d-Asp, d-Gln, and d-Leu that was unique when compared to other terasi products prepared using controlled fermentation. Genetic analysis of isolates from the terasi produced using controlled fermentation was also carried out, and this is the first study to suggest that Staphylococcus spp. has the potential to produce d-amino acids.

Conclusion

In conclusion, the ratio of bacterial species in starter cultures used in controlled fermentation influenced the amino acid profile of the product and starters with a higher ratio of Staphylococcus spp. may result in the production of d-amino acids.

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References

  • Andeta, A. F., et al. (2019). Development and validation of lactic acid starter cultures for enset (Ensete ventricosum) fermentation. LWT—Food Science and Technology, 115, 108462.

    Article  CAS  Google Scholar 

  • Ambarita, M. T. D. (2016). Considering the nutrional value of terasi and incorporating into the Indonesian diet. International Indonesia Forum.

  • Aryanta, W. R. (2000). Traditional fermented foods in Indonesia. Japanese Journal of Lactic Acid Bacteria, 10, 90–102.

    Article  Google Scholar 

  • Astuti, D. I., Taufik, I., Achnafani, D., & Priscila, E. S. (2018). Physiological profiling and microorganism community analysis of cirebon shrimp paste fermentation “terasi” using BIOLOGTM EcoPlate. Microbiology Indonesia, 12(1), 3.

    Article  Google Scholar 

  • Cappozi, V. (2017). Spontaneous food fermentations and potential risks. Fermentation, 3(49), 1–19.

    Google Scholar 

  • Cevallos-Cevallos, J. M., et al. (2009). Metabolomic analysis in food science: A review. Trends in Food Science & Technology, 20, 557–566.

    Article  CAS  Google Scholar 

  • Chen, D., Ye, Y., Chen, J., & Yan, X. (2016). Evolution of metabolomics profile of crab paste during fermentation. Food Chemistry, 192, 886–892.

    Article  CAS  Google Scholar 

  • Ezekiel, O. O., Ogunshe, A., & Jegede, D. (2015). Controlled fermentation of cotton seeds (Gossypium hirsutum) for Owoh production using bacteria starter cultures. Nigerian Food Journal, 33, 54–60.

    Article  Google Scholar 

  • Hajeb, P., & Jinap, S. (2012). Fermented shrimp products as source of umami in Southeast Asia. Nutrition and Food Sciences, 10, 1–5.

    Google Scholar 

  • Kobayashi, J. (2019). D-amino acids and lactic acid bacteria. Microorganisms, 7(12), 690.

    Article  CAS  Google Scholar 

  • Konya, Y., Taniguchi, M., & Fukusaki, E. (2017). Novel high-throughput and widely-targeted liquid chromatography-time of flight mass spectrometry method for d-amino acids in foods. Journal of Bioscience and Bioengineering, 123(1), 126–133.

    Article  CAS  Google Scholar 

  • Marcone, G. L., Rosini, E., Crespi, E., & Pollegioni, L. (2020). D-amino acids in foods. Applied Microbiology and Biotechnology, 104, 555–574.

    Article  CAS  Google Scholar 

  • Mok, W. K., et al. (2019). A metabolomic approach to understand the solid-state fermentation of okara using Bacillus subtilis WX-17 for enhanced nutritional profile. AMB Express, 9(1), 60.

    Article  Google Scholar 

  • Moon, S., Kim, C., & Chang, H. (2018). Heterofermentative lactic acid bacteria as a starter culture to control kimchi fermentation. LWT—Food Science and Technology, 88, 181–188.

    Article  CAS  Google Scholar 

  • Mutaguchi, Y., Kasuga, K., & Kojima, I. (2018). Production of d-branched-chain amino acids by lactic acid bacteria carrying homologs to isoleucine 2-epimerase of Lactobacillus buchneri. Frontiers in Microbiology, 9, 1540.

    Article  Google Scholar 

  • Mutaguchi, Y., Ohmori, T., & Oshima, T. (2015). 乳酸発酵とD-アミノ酸生産 [Lactic Fermentation and D-Amino Acid Production]. 化学と生物 [Chemistry and Biology] 53(1).

  • Nakamura, T., Tomita, S., & Saito, K. (2018). Metabolite profiling in dough during fermentation. Food Science and Technology Research, 24(3), 509–517.

    Article  CAS  Google Scholar 

  • Oh, D.-G., Jang, Y. K., Kim, J.-S., & Lee, C. H. (2016). Metabolomics reveals the effect of garlic on antioxidant- and protease-activities during Cheonggukjang (fermented soybean paste) fermentation. Food Research International, 82, 86–94.

    Article  CAS  Google Scholar 

  • Park, S.-E., et al. (2016). GCeMS based metabolomics approach of Kimchi for the understanding of Lactobacillus plantarum fermentation characteristics. LWT—Food Science and Technology, 68, 313–321.

    Article  CAS  Google Scholar 

  • Pereira, G. V. D. M., et al. (2015). Conducting starter culture-controlled fermentations of coffee beans during on-farm wet processing: Growth, metabolic analyses and sensorial effects. Food Research International, 75, 348–356.

    Article  CAS  Google Scholar 

  • Reynolds, J. (2020). 8: Bacterial Colony Morphology. Retrieved December 31, 2020, from https://bio.libretexts.org/Bookshelves/Ancillary_Materials/Laboratory_Experiments/Microbiology_Labs/Microbiology_Labs_I/08%3A_Bacterial_Colony_Morphology.

  • Ribeiro, L. S., et al. (2017). Controlled fermentation of semi-dry coffee (Coffea arabica) using starter cultures: A sensory perspective. LWT—Food Science and Technology, 82, 32–38.

    Article  CAS  Google Scholar 

  • Sato, A., Astuti, D. I., Putri, S. P., & Fukusaki, E. (2020). Quality improvement of semi-wet terasi by optimizing the starter culture ratio of controlled fermentation. Hayati Journal of Biosciences, 27(4), 320–329.

    Article  Google Scholar 

  • Sharma, R., et al. (2020). Microbial fermentation and its role in quality. Fermentation, 6, 106.

    Article  CAS  Google Scholar 

  • Surono, I. S., & Hosono, A. (1994). Chemical and aerobic bacterial composition of “terasi”, a traditional fermented product from Indonesia. Journal of the Food Hygienic Society of Japan, 35(3), 299–304.

    Article  CAS  Google Scholar 

  • Susiloningsih, R. (2008). The effect of starter (Lactobaccilus plantarum) concentration and fermentation time on the quality dan deterioration of terasi product. Jurnal PROTEIN, 15(2), 72–76.

    Google Scholar 

  • Umakoshi, Y., et al. (2019). Automatic switching valve system to minimize variation of liquid chromatography-tandem mass spectrometry-based chiral amino acid profiling. Journal of Bioscience and Bioengineering, 128(6), 773–779.

    Article  Google Scholar 

  • Waryono, T. (2002). The history and social value characteristics of kampung laut segara anakan cilacap community. Kumpulan Makalah periode (pp. 1–17).

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Correspondence to Sastia Prama Putri.

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Sato, A., Putri, S.P., Astuti, D.I. et al. Metabolome analysis to investigate the effect of controlled fermentation on taste-related metabolites in terasi. Metabolomics 18, 44 (2022). https://doi.org/10.1007/s11306-022-01902-x

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  • DOI: https://doi.org/10.1007/s11306-022-01902-x

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