Related Experiment Video
Updated: Jan 20, 2026

High-Throughput Analysis of Optical Mapping Data Using ElectroMap
Published on: June 4, 2019
Toward best practices in data processing and analysis for intact biotherapeutics by MS in quantitative bioanalysis
John F Kellie1, Jonathan R Kehler1, Molly Z Karlinsey1
1Bioanalysis, Immunogenicity & Biomarkers, In vitro/In vivo Translation Platform, R&D Platform Technology & Science, GSK, 709 Swedeland Rd. King of Prussia, PA, 19460, USA.
This study explores intact protein quantitation for biotherapeutics, moving beyond surrogate peptides. It presents methods and results for large or intact protein mass analysis in bioanalysis.
Area of Science:
- Biopharmaceutical analysis
- Mass spectrometry
- Quantitative bioanalysis
Background:
- Current biotherapeutic quantitation relies on surrogate peptides.
- Emerging methods focus on intact protein or large subunit analysis.
- Limited guidance exists for intact biotherapeutic mass quantitation.
Purpose of the Study:
- To discuss intact protein data analysis and processing.
- To evaluate existing quantitation approaches for large or intact biotherapeutics.
- To provide recommendations on the viability of current methods.
Main Methods:
- Intact and subunit-level analyses of biotherapeutics.
- Analysis performed on biological matrices.
- Quantitation data presented for mass ranges of 12-25 kDa.
Main Results:
- Demonstrated linearity and bias for intact protein quantitation.
- Evaluated the viability of existing quantitation approaches.
- Presented metrics for large or intact biotherapeutic mass analysis.
Conclusions:
- Intact protein quantitation offers an alternative to surrogate peptides.
- Further discussion and contributions are needed for data analysis and processing.
- This work initiates a dialogue on advancing quantitative bioanalysis for biotherapeutics.
Related Concept Videos
07:36High-Throughput Analysis of Optical Mapping Data Using ElectroMap
12:53Bidirectional Retroviral Integration Site PCR Methodology and Quantitative Data Analysis Workflow
12:08From Voxels to Knowledge: A Practical Guide to the Segmentation of Complex Electron Microscopy 3D-Data
09:03Profiling Individual Human Embryonic Stem Cells by Quantitative RT-PCR
10:35Best Current Practice for Obtaining High Quality EEG Data During Simultaneous fMRI
Quantitative Analysis
In quantitative analysis, two key measurements are made: the sample quantity and a property proportional to the amount of the analyte (the substance being analyzed). This forms the basis of the...

