Chinese Journal of Lasers, Volume. 49, Issue 9, 0911001(2022)
Utilizing Three-Dimensional Fluorescence Spectra and Parallel Factor Analysis Algorithm to Quantify Concentration of Multiple Metabolic Fluorophores in a Cell Culture Medium
[1] Deal J, Harris B, Martin W et al. Demystifying autofluorescence with excitation scanning hyperspectral imaging[J]. Proceedings of SPIE, 10497, 1049715(2018).
[2] Lagarto J L, Dyer B T, Talbot C B et al. Characterization of NAD(P)H and FAD autofluorescence signatures in a Langendorff isolated-perfused rat heart model[J]. Biomedical Optics Express, 9, 4961-4978(2018).
[3] Liu Z, Pouli D, Alonzo C A et al. Mapping metabolic changes by noninvasive, multiparametric, high-resolution imaging using endogenous contrast[J]. Science Advances, 4, eaap9302(2018).
[4] Quinn K P, Sridharan G V, Hayden R S et al. Quantitative metabolic imaging using endogenous fluorescence to detect stem cell differentiation[J]. Science Reports, 3, 3432(2013).
[5] Dang C V. Links between metabolism and cancer[J]. Genes & Development, 26, 877-890(2012).
[6] Li J, Zeng H J, Pang X F. Study of autofluorescence spectrum between hepatic carcinoma cell and hepatic cell[J]. Acta Optica Sinica, 29, 2261-2263(2009).
[7] Li W F, Fan Z L, Zhang H Y et al. Advances of serum-free medium for CHO cells for the production of recombinant protein[J]. Chinese Journal of Cell Biology, 43, 905-916(2021).
[8] Maeda S, Kobori H, Tanigawa M et al. Methemoglobin reduction by NADH-cytochrome b5 reductase in Propsilocerus akamusi larvae[J]. Comparative Biochemistry and Physiology. Part B, Biochemistry & Molecular Biology, 185, 54-61(2015).
[9] Wei T, Zang J, Zheng Y D et al. Characterization of a novel nicotine hydroxylase from pseudomonas sp. ZZ-5 that catalyzes the conversion of 6-hydroxy-3-succinoylpyridine into 2, 5-dihydroxypyridine[J]. Catalysts, 7, 257(2017).
[10] Yang L L, Wang Y T, Lu X Q. Identification and measurement of petroleum pollutant by three-dimensional matrix fluorescence with second-order calibration methods[J]. Chinese Journal of Lasers, 40, 0615002(2013).
[11] Zhu Z W, Que L Z, Wu Y M et al. Identification of Chinese liquors by three-dimensional fluorescence spectra combined with PARAFAC and genetic algorithm[J]. Chinese Journal of Lasers, 42, 0615002(2015).
[12] Liang Y Z, Wu H L, Yu R Q. Chemometrics[M]. Handbook of analytical chemistry(2016).
[13] Bro R. PARAFAC. Tutorial and applications[J]. Chemometrics and Intelligent Laboratory Systems, 38, 149-171(1997).
[14] Bro R[D]. Multiway analysis in the food industry: models algorithms and applications, 231-235(1998).
[15] Wang Y T, Bian X, Shang F K et al. Three-dimensional fluorescence spectra combined with a self-weighted alternating trilinear decomposition algorithm to detect pesticide mixtures[J]. Spectroscopy and Spectral Analysis, 38, 3780-3784(2018).
[16] Wang T, Guo J J. Classifications and calculation methods of detection limit in analytical chemistry[J]. Guangdong Chemical Industry, 40(2013).
[17] Liu Z S, Jing X P. Principles of corrected fluorescence spectroscopy by rhodamine B[J]. Chemistry, 68, 771-775(2005).
[18] Li Z, Yu A L, Zuo D L et al. Analysis and correction of slit curvature in spectrograph with high NA[J]. Acta Optica Sinica, 35, 0630004(2015).
[19] Murphy K R, Butler K D, Spencer R G et al. Measurement of dissolved organic matter fluorescence in aquatic environments: an interlaboratory comparison[J]. Environmental Science & Technology, 44, 9405-9412(2010).
[20] Murphy K R, Stedmon C A, Graeber D et al. Fluorescence spectroscopy and multi-way techniques: PARAFAC[J]. Analytical Methods, 5, 6557(2013).
[21] Yu S H, Zhang Y J, Zhao N J. Outlier detection of time series three-dimensional fluorescence spectroscopy[J]. Spectroscopy and Spectral Analysis, 35, 1624-1627(2015).
[22] Cuss C W, Guéguen C, Andersson P et al. Advanced residuals analysis for determining the number of PARAFAC components in dissolved organic matter[J]. Applied Spectroscopy, 70, 334-346(2016).
[23] Liu Y J, Postma G, Wu H L et al. Angle distribution of loading subspace (ADLS) for estimating chemical rank in multivariate analysis: applications in spectroscopy and chromatography[J]. Talanta, 194, 90-97(2019).
[24] Murphy K R, Stedmon C A, Wenig P et al. OpenFluor: an online spectral library of auto-fluorescence by organic compounds in the environment[J]. Anal Methods, 6, 658-661(2014).
[25] Bro R, Vidal M. EEMizer: automated modeling of fluorescence EEM data[J]. Chemometrics and Intelligent Laboratory Systems, 106, 86-92(2011).
[26] Ni W G, Qi J Z, Liu L J et al. A pulse signal preprocessing method based on the Chauvenet criterion[J]. Computational and Mathematical Methods in Medicine, 2019, 1-9(2019).
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Xiaokang Song, Qiang Zhao, Yuanzhi Zhang, Yikun Wang, Guoqing Deng, Ling Zhu. Utilizing Three-Dimensional Fluorescence Spectra and Parallel Factor Analysis Algorithm to Quantify Concentration of Multiple Metabolic Fluorophores in a Cell Culture Medium[J]. Chinese Journal of Lasers, 2022, 49(9): 0911001
Category: spectroscopy
Received: Sep. 1, 2021
Accepted: Oct. 8, 2021
Published Online: Apr. 22, 2022
The Author Email: Qiang Zhao (rommel99@163.com), Ling Zhu (zhul@aiofm.ac.cn)