A tool for selective inline quantification of co-eluting proteins in chromatography using spectral analysis and partial least squares regression

被引:48
作者
Brestrich, Nina [1 ]
Briskot, Till [1 ]
Osberghaus, Anna [1 ]
Hubbuch, Juergen [1 ]
机构
[1] Karlsruhe Inst Technol, Inst Proc Engn Life Sci, Sect Biomol Separat Engn 4, D-76131 Karlsruhe, Germany
关键词
process analytical technology; inline monitoring; chemometrics; partial least squares regression; selective protein quantification; protein analytics; bioprocess monitoring; PERFORMANCE LIQUID-CHROMATOGRAPHY; NEAR-INFRARED SPECTROSCOPY; ANALYTICAL TECHNOLOGY PAT; TIME POOLING DECISIONS; AFFINITY-CHROMATOGRAPHY; OPTICAL BIOSENSOR; BIOPROCESSING USE; AT-LINE; ONLINE; FLUORESCENCE;
D O I
10.1002/bit.25194
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Selective quantification of co-eluting proteins in chromatography is usually performed by offline analytics. This is time-consuming and can lead to late detection of irregularities in chromatography processes. To overcome this analytical bottleneck, a methodology for selective protein quantification in multicomponent mixtures by means of spectral data and partial least squares regression was presented in two previous studies. In this paper, a powerful integration of software and chromatography hardware will be introduced that enables the applicability of this methodology for a selective inline quantification of co-eluting proteins in chromatography. A specific setup consisting of a conventional liquid chromatography system, a diode array detector, and a software interface to Matlab (R) was developed. The established tool for selective inline quantification was successfully applied for a peak deconvolution of a co-eluting ternary protein mixture consisting of lysozyme, ribonuclease A, and cytochrome c on SP Sepharose FF. Compared to common offline analytics based on collected fractions, no loss of information regarding the retention volumes and peak flanks was observed. A comparison between the mass balances of both analytical methods showed, that the inline quantification tool can be applied for a rapid determination of pool yields. Finally, the achieved inline peak deconvolution was successfully applied to make product purity-based real-time pooling decisions. This makes the established tool for selective inline quantification a valuable approach for inline monitoring and control of chromatographic purification steps and just in time reaction on process irregularities. Biotechnol. Bioeng. 2014;111: 1365-1373. (c) 2014 Wiley Periodicals, Inc.
引用
收藏
页码:1365 / 1373
页数:9
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