Using enhanced development tools offered by analytical Quality by Design to support switching of a quality control method.

Quality by Design (QbD) principles play an increasingly important role in the pharmaceutical industry. Here, we used an analytical QbD (AQbD) approach to develop a capillary electrophoresis sodium dodecyl sulfate under reducing conditions (rCE-SDS), with the aim of replacing SDS-polyacrylamide gel electrophoresis (SDS-PAGE) as release and stability test method for a commercialized monoclonal antibody product. Method development started with defining analytical method performance requirements as part of an analytical target profile, followed by a systematic risk assessment of method input parameters and their relation to defined method outputs. Based on this, design of experiments studies were performed to identify a method operable design region (MODR). The MODR could be leveraged to improve method robustness. In a bridging study, it was demonstrated that the rCE-SDS method is more sensitive than the legacy SDS-PAGE method, and a conversion factor could be established to compensate for an off-set due to the higher sensitivity, without losing the correlation to the historical data acquired with the former method. Overall, systematic application of analytical Quality by Design principles for designing and developing a new analytical method helped to elucidate the complex dependency of method outputs on its input parameters. The link of the method to product quality attributes and the definition of method performance requirements were found to be most relevant for derisking the analytical method switch, regarding impact on the control strategy.

Software utilities for the interpretation of mass spectrometric data of glycoconjugates: application to glycosphingolipids of human serum.

Glycosphingolipids (GSLs) are major components of the outer leaflet of the cell membrane. These lipids are involved in many cell surface events and show disease-related expression changes. GSLs could thus serve as useful targets for biomarker discovery. The GSL structure is characterized by two entities: a hydrophilic glycan and a hydrophobic ceramide moiety. Both components exhibit numerous structural variations, the combination of which results in a large diversity of GSL structures that can potentially exist. Mass spectrometry (MS) is a powerful tool for high-throughput analysis of GSL expression analysis and structural elucidation. Yet, the assignment of GSL structures using MS data is tedious and demands highly specialized expertise. SysBioWare, a software platform developed for MS data evaluation in glycomics, was here applied for the MS analysis of human serum GSLs. The program was tuned to provide automated compositional assignment, supporting a variety of glycan and ceramide structures. Upon in silico fragmentation, the masses of predicted ions arising from cleavages in the glycan as well as the ceramide moiety were calculated, thus enabling structural characterization of both entities. Validation of proposed structures was achieved by matching in silico calculated fragment ions with those of experimental MS/MS data. These results indicate that SysBioWare can facilitate data interpretation and, furthermore, help the user to deal with large sets of data by supporting management of MS and non-MS data. SysBioWare has the potential to be a powerful tool for high-throughput glycosphingolipidomics in clinical applications.

On-line nano-HPLC/ESI QTOF MS monitoring of alpha2-3 and alpha2-6 sialylation in granulocyte glycosphingolipidome.

A novel glycosphingolipidomic protocol using nano-high performance liquid chromatography coupled on-line to electrospray ionization quadrupole time-of-flight mass spectrometry (ESI-QTOF-MS) focusing on the separation of isomeric ganglioside structures is described here. A highly efficient separation of alpha2-3- and alpha2-6-sialylated ganglioside species of different carbohydrate chain length was achieved on an HILIC-amido column, followed by sensitive flow-through ESI-QTOF-MS detection and unambiguous structural identification by tandem MS experiments. The protocol was applied to encompass the glycosphingolipidome of human granulocytes, where 182 distinct components could be clearly identified and assigned regarding the ganglioside type and the isomer distribution.

Nano-LC and HPLC-chip-ESI-MS: an emerging technique for glycobioanalysis.

In less than 5 years, an impressive number of methods based on nano-LC and HPLC-chip coupled online to MS were developed and implemented to comprehensively address structural heterogeneity of glycoconjugates and glycans in biological matrices. C18, graphitized carbon and amide-based stationary phases were adapted to nanoflow level and on chip format, leading to improved sensitivity of structural analysis and superior level of information on highly complex glycan and glycoconjugate mixtures. This review offers a summary of the recent progress in the application of nano-LC and HPLC-chip-MS in glycoanalytics of glycopeptides, glycoprotein glycans, glycosaminoglycans, oligosaccharides and glycosphingolipids.

On-line nano-HPLC/ESI QTOF MS and tandem MS for separation, detection, and structural elucidation of human erythrocytes neutral glycosphingolipid mixture.

A superior approach involving nano-high-performance liquid chromatography (nano-HPLC) in on-line conjunction to electrospray ionization quadrupole time-of-flight mass spectrometry (ESI QTOF MS) and tandem MS for screening and structural characterization of complex mixtures of neutral glycosphingolipids (GSLs) is here described. Neutral GSLs purified from human erythrocytes were efficiently separated according to the differences in carbohydrate chain length by an optimized nano-HPLC protocol and flow-through detected by ESI QTOF MS at the low femtomole level. Additionally, GSL species were accurately distinguished from the accompanying lipids in the mixture, thus permitting the determination of detailed structural characteristics by data-dependent analysis for identification of GSL constitution within single experiments. An alternative nano-HPLC/ESI QTOF MS approach was designed for dissection of unsaturation/saturation degree of the ceramide moieties defining the hydrophobic portion of GSLs and subsequent localization by nano-HPLC/ESI QTOF MS/MS of the -CH=CH- within the ceramide regions. The method is fast, highly sensitive, and high-throughput amenable and is highlighted as a new and valuable analytical dimension in glycolipidomics.

Automated normal phase nano high performance liquid chromatography/matrix assisted laser desorption/ionization mass spectrometry for analysis of neutral and acidic glycosphingolipids.

The coupling of nano high-performance liquid chromatography (nanoHPLC) with matrix-assisted laser desorption/ionization (MALDI) mass spectrometry (MS) via an automatic spotting roboter was developed and adapted for the first time for the analysis of complex mixtures of glycosphingolipids (GSLs). The 2,5-dihydroxybenzoic acid and 6-azo-2-thiothymine matrix systems were adjusted to concurrently meet the requirements for reproducible and homogeneous crystal formation with the liquid chromatography (LC) eluent under the variable LC solvent composition over the course gradient and high ionization efficiency of the GSL species, without the need for recrystallization. Precise adjustment of the automatic spotting parameters in terms of matrix flow rate, on-tip collection time of the matrix/LC eluent solution and the matrix spotting mode, i.e., continuous and discontinuous, was accomplished to collect individually nanoHPLC-separated species within distinct spots and consequently recover by MALDI MS screening all major and minor GSL species in the mixtures. The nanoHPLC/MALDI MS coupling protocol was developed and applied to a mixture of neutral GSLs purified from human erythrocytes and a monosialoganglioside mixture expressed by the murine MDAY-D2 cell line. Additionally, on-line nanoHPLC/MALDI doping with lithium cations of individually separated neutral GSLs was introduced to enhance data interpretation of the GSL MS pattern, while preserving the same level of information and ultimately to enhance structural assignment of components of interest. The method is demonstrated to be highly sensitive, reaching the low femtomole level of detection of individual GSL species and is highlighted as a versatile analytical tool for glycolipidomic studies. [figure: see text]