Rapid quantification of tryptophan and tyrosine in chemically defined cell culture media using fluorescence spectroscopy

被引:27
作者
Calvet, Amandine [1 ]
Li, Boyan [1 ]
Ryder, Alan G. [1 ]
机构
[1] Natl Univ Ireland, Sch Chem, Nanoscale BioPhoton Lab, Galway, Ireland
关键词
Fluorescence; Cell culture media; Chemometrics; Amino acids; Inner filter effect; LEAST-SQUARES/RESIDUAL BILINEARIZATION; EMISSION MATRIX FLUORESCENCE; ANALYTICAL TECHNOLOGY PAT; PARALLEL FACTOR-ANALYSIS; MULTIVARIATE CALIBRATION; EEM SPECTROSCOPY; PETROLEUM OILS; PLS-REGRESSION; HUMAN PLASMA; BASAL MEDIUM;
D O I
10.1016/j.jpba.2012.08.002
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The rapid and inexpensive analysis of the complex cell culture media used in industrial mammalian cell culture is required for quality and variance monitoring. Excitation-emission matrix (EEM) spectroscopy combined with multi-way chemometrics is a robust methodology applicable for the analysis of raw materials, media, and bioprocess broths. We have shown that the methodology can identify compositional changes and predict the efficacy of media in terms of downstream titer [1]. Here we describe how to extend the measurement methodology for the quantification of tryptophan (Trp), tyrosine (Tyr) in complex chemically defined media. The sample type is an enriched basal RDF medium in which five significant fluorophores were identified: Trp, Tyr, pyridoxine, folic acid, and riboflavin. The relatively high chromophore concentrations and compositional complexity lead to very significant matrix effects which were assessed using PARAllel FACtor analysis2 (PARAFAC2). Taking these effects into account. N-way partial least squares (NPLS) combined with a modified standard addition method was used to build calibration models capable of quantifying Trp and Tyr with errors of similar to 4.5 and 5.5% respectively. This demonstrates the feasibility of using the EEM method for the rapid, quantitative analysis of Trp and Tyr in complex cell culture media with minimal sample handling as an alternative to chromatographic based methods. (C) 2012 Elsevier BM. All rights reserved.
引用
收藏
页码:89 / 98
页数:10
相关论文
共 65 条
[21]   Validation of an analytical method to determine sulfamides in kidney by HPLC-DAD and PARAFAC2 with first-order derivative chromatograms [J].
Garcia, I. ;
Ortiz, M. C. ;
Sarabia, L. ;
Aldama, J. M. .
ANALYTICA CHIMICA ACTA, 2007, 587 (02) :222-234
[22]   A comparison of multiway regression and scaling methods [J].
Gurden, SP ;
Westerhuis, JA ;
Bro, R ;
Smilde, AK .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2001, 59 (1-2) :121-136
[23]   Estuarine water classification using EEM spectroscopy and PARAFAC-SIMCA [J].
Hall, Gregory J. ;
Kenny, Jonathan E. .
ANALYTICA CHIMICA ACTA, 2007, 581 (01) :118-124
[24]   Upstream processes in antibody production: Evaluation of critical parameters [J].
Jain, Era ;
Kumar, Ashok .
BIOTECHNOLOGY ADVANCES, 2008, 26 (01) :46-72
[25]   Basal medium development for serum-free culture: A historical perspective [J].
Jayme, D ;
Watanabe, T ;
Shimada, T .
CYTOTECHNOLOGY, 1997, 23 (1-3) :95-101
[26]  
JiJi RD, 2000, J CHEMOMETR, V14, P171, DOI 10.1002/1099-128X(200005/06)14:3<171::AID-CEM591>3.0.CO
[27]  
2-P
[28]   Predicting Mab Product Yields from Cultivation Media Components, Using Near-Infrared and 2D-Fluorescence Spectroscopies [J].
Jose, Gledson E. ;
Folque, Francisca ;
Menezes, Jose C. ;
Werz, Silke ;
Strauss, Ulrike ;
Hakemeyer, Christian .
BIOTECHNOLOGY PROGRESS, 2011, 27 (05) :1339-1346
[29]  
Kiers HAL, 1999, J CHEMOMETR, V13, P275, DOI 10.1002/(SICI)1099-128X(199905/08)13:3/4<275::AID-CEM543>3.0.CO
[30]  
2-B