Development of a rapid polarized total synchronous fluorescence spectroscopy (pTSFS) method for protein quantification in a model bioreactor broth

Biotechnol Bioeng. 2021 May;118(5):1805-1817. doi: 10.1002/bit.27694. Epub 2021 Feb 4.

Abstract

Protein quantification during bioprocess monitoring is essential for biopharmaceutical manufacturing and is complicated by the complex chemical composition of the bioreactor broth. Here we present the early-stage development and optimization of a polarized total synchronous fluorescence spectroscopy (pTSFS) method for protein quantification in a hydrolysate-protein model (mimics clarified bioreactor broth samples) using a standard benchtop laboratory fluorometer. We used UV transmitting polarizers to provide wider range pTSFS spectra for screening of the four different TSFS spectra generated by the measurement: parallel (||), perpendicular (⊥), unpolarized (T) intensity spectra and anisotropy maps. TSFS|| (parallel polarized) measurements were the best for protein quantification compared to standard unpolarized measurements and the Bradford assay. This was because TSFS|| spectra had a better analyte signal to noise ratio (SNR), due to the anisotropy of protein emission. This meant that protein signals were better resolved from the background emission of small molecule fluorophores in the cell culture media. SNR of >5000 was achieved for concentrations of bovine serum albumin/yeastolate 1.2/10 g L-1 with TSFS|| . Optimization using genetic algorithm and interval partial least squares based variable selection enabled reduction of spectral resolution and number of excitation wavelengths required without degrading performance. This enables fast (<3.5 min) online/at-line measurements, and the method had an LOD of 0.18 g L-1 and high accuracy with a predictive error of <9%.

Keywords: bioprocess monitoring; chemometrics; multidimensional fluorescence; polarization; process analytical technology; protein.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Bioreactors*
  • Cells, Cultured
  • Chemometrics / methods*
  • Culture Media* / chemistry
  • Culture Media* / metabolism
  • Recombinant Proteins / analysis*
  • Recombinant Proteins / metabolism
  • Spectrometry, Fluorescence / methods*

Substances

  • Culture Media
  • Recombinant Proteins