MALDI, LC/TOF, LC/MS, LC/MS/MS
IndustriesClinical Research
ManufacturerBruker
Significance of the Topic
Glycosylation of the Fc/2 fragment in monoclonal antibodies is a pivotal quality attribute in biopharmaceutical development.
Early detection and selection of clones with optimal glycan patterns enhance therapeutic efficacy, safety and manufacturability.
Objectives and Study Overview
This work describes a fully automated, high-throughput workflow for screening therapeutic antibody clones by combining IdeS digestion and intact Fc/2 glycosylation analysis via MALDI-TOF.
The key goals were to eliminate manual bottlenecks, achieve reproducible sample preparation and deliver rapid data processing for large sample sets.
Methodology and Instrumentation
The protocol integrates all steps on a robotic platform:
- IdeS enzymatic digestion to cleave IgG1 into Fc/2 and F(ab')2 subunits.
- Quenching and dilution with TFA to suppress non-specific signals and salts.
- Automated MALDI matrix preparation using 2,5-DHAP/DAC and glass beads to induce co-crystallization by high-frequency shaking.
- Direct spotting of the matrix–analyte suspension onto a 384-spot AnchorChip plate for MALDI-TOF analysis.
Instrumentation Used
- Agilent Bravo Automated Liquid Handling System with heating and shaking modules.
- Bruker autoflex maX MALDI-TOF mass spectrometer operating in positive linear mode (5–20 kDa).
- Bruker BioPharma Compass 2021 for automated data processing and glycoform profiling.
Key Results and Discussion
The workflow processed approximately 2 × 384 samples per day without the need for LC purification, leveraging the direct MALDI-TOF readout of the Fc/2 fragment (~m/z 13,000).
Six major glycoforms (G0F, G0F-N, G1F, G2F, G2F+1aGal, G2F+2aGal) were consistently identified and quantified.
Performance metrics:
- Cosine similarity scoring against a reference glycan profile ensured rapid pass/fail assessment (green > 0.9, yellow 0.6–0.9, red < 0.6).
- Mass accuracy was typically better than ±5 Da across 33 replicates.
- Relative abundance coefficients of variation for high- and low-abundance glycoforms ranged between 1 % and 6 %, indicating excellent precision.
Benefits and Practical Applications
This automated MALDI-TOF approach delivers:
- High throughput and reduced hands-on time compared to LC-ESI methods.
- Robust glycoform screening without chromatographic cleanup.
- Standardized data reporting and traffic-light quality assessment for rapid clone ranking.
Future Trends and Potential Applications
The methodology can be further scaled by:
- Implementing 384-well vial plates and multi-channel pipetting heads for parallelized processing.
- Extending the platform to other antibody isotypes or engineered Fc variants.
- Integrating real-time data analytics and machine-learning algorithms for predictive glycosylation profiling.
Conclusion
The presented automated protocol streamlines IdeS digestion and MALDI-TOF sample preparation, achieving rapid, reproducible Fc/2 glycosylation analysis at high throughput.
By eliminating manual crystallization steps and chromatographic cleanup, the workflow accelerates early clone selection and supports robust quality control in antibody development.
Reference
- Haslam C. et al. The Evolution of MALDI-TOF Mass Spectrometry toward Ultra-High-Throughput Screening: 1536-Well Format and Beyond. J Biomol Screen. 2016;21(2):176-186.
- Ritorto MS. et al. Screening of DUB activity and specificity by MALDI-TOF mass spectrometry. Nat Commun. 2014;5:4763.
- Wenzel T. et al. 2,5-Dihydroxyacetophenone: a matrix for highly sensitive MALDI-TOF analysis of proteins using manual and automated techniques. Rapid Commun Mass Spectrom. 2006;20(5):785-789.
- Cosine similarity. Wikipedia. Last visited Feb 18, 2020.
- LabTie™ Bead Loader. BIOSPEC Product Information.
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