Skip to main content
Log in

Real-time and simultaneous assay of monophenolase and diphenolase activity in tyrosinase catalyzed cascade reactions by combination of three-way calibration and excitation-emission matrix fluorescence

  • Research Paper
  • Published:
Analytical and Bioanalytical Chemistry Aims and scope Submit manuscript

Abstract

A real-time assay for multiple enzyme activities in cascade reactions is required for research on metabolism and bioengineering. Tyrosinase has the bifunctional activity of monophenolase and diphenolase. A combined strategy of three-way calibration with excitation-emission matrix (EEM) fluorescence was developed for real-time and simultaneous determination of monophenolase and diphenolase activity with tyrosine as a substrate. Mathematical separation and second-order advantage were utilized to solve spectral overlapping and uncalibrated interferents during complex dynamic enzymatic processes. Kinetic evolution profiles of EEM were monitored to stack a fusion three-way data array together with static samples. Using a parallel factor analysis (PARAFAC) algorithm, pseudo-univariate calibration curves with limits of detection (LODs) of 3.00 μM and 0.85 μM were established to simultaneously and real-time measure tyrosine and DOPA. Progress curves for tyrosine consumption by monophenolase and DOPA consumption by diphenolase were obtained using the law of mass conservation to calculate the initial velocity. The LODs for monophenolase and diphenolase were 0.0232 U⋅mL−1 and 0.0316 U⋅mL−1. The method achieved real-time and simultaneous assays of multiple enzyme activities in cascade reactions. It showed potential application in the metabolic pathway and biochemical industry.

Graphical abstract

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Scheme 1
Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Chang H, Wohlschlager L, Csarman F, Ruff A, Schuhmann W, Scheiblbrandner S, et al. Real-time measurement of cellobiose and glucose formation during enzymatic biomass hydrolysis. Anal Chem. 2021;93(21):7732–8.

    Article  CAS  Google Scholar 

  2. Zhao J, Liu G, Sun J, Wang Q, Li Z-J, Yang X. Dual-readout tyrosinase activity assay facilitated by a chromo-fluorogenic reaction between catechols and naphthoresorcin. Anal Chem. 2020;92(2):2316–22.

    Article  CAS  Google Scholar 

  3. Wu HL, Wang T, Yu RQ. Recent advances in chemical multi-way calibration with second-order or higher-order advantages: multilinear models, algorithms, related issues and applications. TrAC Trend Anal Chem. 2020;130:115954.

    Article  CAS  Google Scholar 

  4. Baum A, Meyer AS, Garcia JL, Egebo M, Hansen PW, Mikkelsen JD. Enzyme activity measurement via spectral evolution profiling and PARAFAC. Anal Chim Acta. 2013;778(Complete):1–8.

    Article  CAS  Google Scholar 

  5. Kang C, Wu H, Zhou C, Xiang S, Zhang X, Yu Y, et al. Quantitative fluorescence kinetic analysis of NADH and FAD in human plasma using three- and four-way calibration methods capable of providing the second-order advantage. Anal Chim Acta. 2016;910:36–44.

    Article  CAS  Google Scholar 

  6. Xie L, Wu H, Fang Y, Kang C, Xiang S, Zhu L, et al. Simultaneous determination of tyrosine and levodopa in human plasma using enzyme-induced excitation-emission-kinetic third-order calibration method. Lab Autom Inf Manage. 2015;148:9–19.

    CAS  Google Scholar 

  7. Yin X, Gu H, Liu X, Zhang S, Wu H. Comparison of three-way and four-way calibration for the real-time quantitative analysis of drug hydrolysis in complex dynamic samples by excitation-emission matrix fluorescence. Spectrochim Acta A Mol Biomol Spectrosc. 2018;192:437.

    Article  CAS  Google Scholar 

  8. Yin X-L, Wu H-L, Gu H-W, Hu Y, Xia H, Wang L, et al. Second-order calibration method applied to process three-way excitation–emission-kinetic fluorescence data: a novel tool for real-time quantitative analysis of the lactone hydrolysis of irinotecan in human plasma. Chemom Intell Lab Syst. 2015;146:447–56.

    Article  CAS  Google Scholar 

  9. Fang K-T. Uniform design and uniform design table. 1st ed. Beijing: Science Press; 1994.

  10. Bahram M, Bro R, Stedmon C, Afkhami A. Handling of Rayleigh and Raman scatter for PARAFAC modeling of fluorescence data using interpolation. Chemometrics. 2006;20:99–105.

    Article  CAS  Google Scholar 

  11. Olivieri AC, Wu HL, Yu RQ. MVC2: A MATLAB graphical interface toolbox for second-order multivariate calibration. Chemom Intell Lab Syst. 2009;96(2):246–51.

    Article  CAS  Google Scholar 

  12. Kand’Ár R, Záková P. Determination of phenylalanine and tyrosine in plasma and dried blood samples using HPLC with fluorescence detection. J Chromatogr B. 2009;877(30):3926–9.

    Article  Google Scholar 

  13. Anghileri A, Lantto R, Kruus K, Arosio C, Freddi G. Tyrosinase-catalyzed grafting of sericin peptides onto chitosan and production of protein–polysaccharide bioconjugates. J Biotechnol. 2007;127(3):508–19.

    Article  CAS  Google Scholar 

  14. Espín J, Morales M, García-Ruiz P, Tudela J, García-Cánovas F. Improvement of a continuous spectrophotometric method for determining the monophenolase and diphenolase activities of mushroom polyphenol oxidase. J Agric Food Chem. 1997;45(4):1084–90.

    Article  Google Scholar 

  15. Ni Y, Yao G, Kokot S. Multiway calibrations based on spectrofluorimetric data derived from kinetic analysis of the hydrolysis reaction of nitrofurans — a comparison of prediction performance. Chemom Intell Lab Syst. 2012;112:55–64.

    Article  CAS  Google Scholar 

  16. Du D, Guo N, Zhang L, Wu Y, Shang Q, Liu W. Real-time fluorometric monitoring of monophenolase activity using a matrix-matched calibration curve. Anal Bioanal Chem. 2021;413(2):635–47.

    Article  CAS  Google Scholar 

  17. Guo N, You X, Wu Y, Du D, Zhang L, Shang Q, et al. Continuous fluorometric method for determining the monophenolase activity of tyrosinase on L-tyrosine, through quenching L-DOPA fluorescence by borate. Anal Chem. 2020;92(8):5780–6.

    Article  CAS  Google Scholar 

  18. Zhang L, Li J, Wang X, Ran Z, Shang Q, Chen C, et al. First derivative synchronous fluorometric method to continuously measure monophenolase activity. Enzyme Microb Technol. 2021;150:109884.

    Article  CAS  Google Scholar 

  19. Baum A, Meyer A, Garcia J, Egebo M, Hansen P, Mikkelsen J. Enzyme activity measurement via spectral evolution profiling and PARAFAC. Anal Chim Acta. 2013;778:1–8.

    Article  CAS  Google Scholar 

  20. Copeland AR. Enzymes: a practical introduction to structure, mechanism, and data analysis. Soviet Appl Mech. 2000;26(6):515–23.

    Google Scholar 

  21. Nihong G, Cailian W, Chao S, Xue Y, Liuyang Z, Wenbin L. Integrated study of the mechanism of tyrosinase inhibition by baicalein using kinetic, multispectroscopic and computational simulation analyses. Int J Biol Macromol. 2018;118:57–68.

  22. Shang C, Zhang Y, You X, Guo N, Wang Y, Fan Y, et al. The effect of 7,8,4‐trihydroxyflavone on tyrosinase activity and conformation: spectroscopy and docking studies. Luminescence. 2018;33(4):681–91.

  23. Yamazaki S-i, Itoh S. Kinetic evaluation of phenolase activity of tyrosinase using simplified catalytic reaction system. J Am Chem Soc. 2003;125(43):13034–5.

    Article  CAS  Google Scholar 

  24. Zhang L, Shang Q, Chen C, Tang W, Xu Y, Liu W. Synchronous fluorometric method for continuous assay of monophenolase activity. Spectrochim Acta A. 2021;252:119486.

    Article  CAS  Google Scholar 

  25. Lee YS, Park JH, Kim MH, Seo SH, Kim HJ. Synthesis of tyrosinase inhibitory kojic acid derivative. Arch Pharm. 2010;339(3):111–4.

    Article  Google Scholar 

  26. Pillaiyar T, Namasivayam V, Manickam M, Jung S-H. Inhibitors of melanogenesis: an updated review. J Med Chem. 2018;61(17):7395–418.

  27. Mutahir S, Khan MA, Khan IU, Yar M, Ashraf M, Tariq S, et al. Organocatalyzed and mechanochemical solvent-free synthesis of novel and functionalized bis-biphenyl substituted thiazolidinones as potent tyrosinase inhibitors: SAR and molecular modeling studies. Eur J Med Chem. 2017;134:406.

    Article  CAS  Google Scholar 

  28. Peralta MA, Santi M, Agnese AM, Cabrera JL, Ortega MG. Flavanoids from Dalea elegans: chemical reassignment and determination of kinetics parameters related to their anti-tyrosinase activity. Phytochem Lett. 2014;10:260–7.

    Article  CAS  Google Scholar 

  29. Estelle Z, Egon H, Charlotte H, Vincent P, Le BC, Pascal D, et al. Novel approach to identify phenoloxidases inhibitors: optimization of spectrophotometric MBTH assay for high throughput use enzymatic assays and analysis. Food Control. 2018;93:83–91.

    Article  Google Scholar 

  30. Liu W, Li C, Zhang Q, Lei Z, Hou Y, Dai F, et al. Sample preparation to observe the straight and flat posture of silkworm embryo under scanning electron microscopy via glycerol substitution method. Microsc Microanal. 2014;20(03):964–7.

    Article  CAS  Google Scholar 

Download references

Funding

This work was supported by the Central University Basic Research Fund of China.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Wenbin Liu.

Ethics declarations

Conflict of interest

The authors declare no competing interests.

Additional information

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 6692 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, L., Shang, Q., Zhao, Y. et al. Real-time and simultaneous assay of monophenolase and diphenolase activity in tyrosinase catalyzed cascade reactions by combination of three-way calibration and excitation-emission matrix fluorescence. Anal Bioanal Chem 414, 2439–2452 (2022). https://doi.org/10.1007/s00216-022-03884-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00216-022-03884-0

Keywords

Navigation