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A polythiophene-based chemosensor array for Japanese rice wine (sake) tasting

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Abstract

We demonstrated Japanese rice wine (sake) tasting using a fluorescent chemosensor array comprising polythiophene-based chemosensors functionalized with pyridinium boronic acid. The chemosensors bound to the components of sake (i.e., glucose and pyruvate) and showed changes in fluorescence as a result. To achieve on-site analysis, the chemosensor microarray was fabricated on a glass chip, for which an image pattern was rapidly recorded by using a CCD camera equipped with color filters. For high throughput and accurate analysis, the collected datasets were analyzed using pattern recognition techniques, and we discriminated between four nondiluted sakes based on the cross-reactive response of the polythiophene-based chemosensors. Moreover, the facile chemosensor sensor array succeeded in predicting unknown concentrations of glucose and pyruvate in diluted sake, which revealed its usability for drinks analysis.

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References

  1. Gogami Y, Okada K, Oikawa T. High-performance liquid chromatography analysis of naturally occurring D-amino acids in sake. J Chromatogr B. 2011;879:3259–67.

    Article  CAS  Google Scholar 

  2. Takahashi K, Kabashima F, Tsuchiya F. Comprehensive two-dimensional gas chromatography coupled with time-of-flight mass spectrometry reveals the correlation between chemical compounds in Japanese sake and its organoleptic properties. J Biosci Bioeng. 2016;121:274–80.

    Article  CAS  Google Scholar 

  3. Wu J, Kwon B, Liu W, Anslyn EV, Wang P, Kim JS. Chromogenic/fluorogenic ensemble chemosensing systems. Chem Rev. 2015;115:7893–943.

    Article  CAS  Google Scholar 

  4. Anzenbacher JP, Lubal P, Buček P, Palacios M, Kozelkova M. A practical approach to optical cross-reactive sensor arrays. Chem Soc Rev. 2010;39:3954–79.

    Article  CAS  Google Scholar 

  5. Han J, Ma C, Wang B, Bender M, Bojanowski MA, Hergert ME, et al. A hypothesis-free sensor array discriminates whiskies for brand, age, and taste. Chem. 2017;2:817–24.

    Article  CAS  Google Scholar 

  6. Sasaki Y, Ito S, Zhang Z, Lyu X, Takizawa S, Kubota R, et al. Supramolecular sensor for astringent procyanidin C1: fluorescent artificial tongue for wine components. Chem Eur J. 2020;26:16236–40.

    Article  CAS  Google Scholar 

  7. Zhang C, Bailey DP, Suslick KS. Colorimetric sensor arrays for the analysis of beers: a feasibility study. J Agric Food Chem. 2006;54:4925–31.

    Article  CAS  Google Scholar 

  8. Palacios MA, Wang Z, Montes VA, Zyryanov GV, Anzenbacher JP. Rational design of a minimal size sensor array for metal ion detection. J Am Chem Soc. 2008;130:10307–14.

    Article  CAS  Google Scholar 

  9. Liu Y, Meng X, Pei M, Zhang G, Li H. Sensitive fluorescence “off–on” switch system for catechins detection based on water-soluble polythiophene derivatives. Anal Methods. 2014;6:5812–17.

    Article  CAS  Google Scholar 

  10. Lyu X, Hamedpour V, Sasaki Y, Zhang Z. Minami T.96-well microtiter plate made of paper: a printed chemosensor array for quantitative detection of saccharides. Anal Chem. 2021;93:1179–84.

    Article  CAS  Google Scholar 

  11. Fukuhara G. Polymer-based supramolecular sensing and application to chiral photochemistry. Polym J. 2015;47:649–55.

    Article  CAS  Google Scholar 

  12. Thomas SW, Joly GD, Swager TM. Chemical sensors based on amplifying fluorescent conjugated polymers. Chem Rev. 2007;107:1339–86.

    Article  CAS  Google Scholar 

  13. Sakai R. Conjugated polymers applicable to colorimetric and fluorescent anion detection. Polym J. 2016;48:59–65.

    Article  CAS  Google Scholar 

  14. Lemieux ÉJ, Leclerc M: Sensing via conformational changes of conjugated polythiophenes. In: Liu B, Bazan GC, editors. Conjugated polyelectrolytes: fundamentals and applications. 1st ed. Weinheim: Wiley-VCH; 2013. p. 231–61.

  15. Li C, Shi G. Polythiophene-based optical sensors for small molecules. ACS Appl Mater Interfaces. 2013;5:4503–10.

    Article  CAS  Google Scholar 

  16. Minami T, Esipenko NA, Zhang B, Kozelkova ME, Isaacs L, Nishiyabu R, et al. Supramolecular sensor for cancer-associated nitrosamines. J Am Chem Soc. 2012;134:20021–24.

    Article  CAS  Google Scholar 

  17. Hamel LH. Knowledge discovery with support vector machines. 1st ed. New Jersey: Wiley; 2009.

  18. Keizer J. Nonlinear fluorescence quenching and the origin of positive curvature in Stern-Volmer plots. J Am Chem Soc. 1983;105:1494–98.

    Article  CAS  Google Scholar 

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Acknowledgements

TM thanks JSPS KAKENHI (Grant Nos. JP20K21204 and JP21H01780) and JST CREST (Grant No. JPMJCR2011). The authors greatly thank Dr Yui Sasaki for providing helpful discussions. The authors also thank Satoshi Ito for polymer synthesis and Takashi Matsuki of Kyoto Electronics Manufacturing Co. Ltd. for supplying the sake samples with the HPLC and enzymatic analytical results.

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Correspondence to Tsuyoshi Minami.

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Lyu, X., Matsumoto, A. & Minami, T. A polythiophene-based chemosensor array for Japanese rice wine (sake) tasting. Polym J 53, 1287–1291 (2021). https://doi.org/10.1038/s41428-021-00521-y

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