Evidence map›Paper›PMID 41380533›Full record

ArticleJournal of pharmaceutical and biomedical analysis2026

Charge variant analysis of intact monoclonal antibody reference standards using microfluidic capillary zone electrophoresis.

Noah Gould, Kendall Johnson, Anne-Lise Marie, Jared R Auclair, Alexander R Ivanov

Abstract read
In one paragraph

Article in Journal of pharmaceutical and biomedical analysis, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Noah GouldBarnett Institute of Chemical and Biological Analysis and Department of Chemistry & Chemical Biology, Northeastern University, Boston, MA, USA.
Kendall JohnsonBarnett Institute of Chemical and Biological Analysis and Department of Chemistry & Chemical Biology, Northeastern University, Boston, MA, USA.
Anne-Lise MarieBarnett Institute of Chemical and Biological Analysis and Department of Chemistry & Chemical Biology, Northeastern University, Boston, MA, USA.
Jared R AuclairBarnett Institute of Chemical and Biological Analysis and Department of Chemistry & Chemical Biology, Northeastern University, Boston, MA, USA; Biopharmaceutical Analysis Training Laboratory, Northeastern University, Boston, MA, USA.
Alexander R IvanovBarnett Institute of Chemical and Biological Analysis and Department of Chemistry & Chemical Biology, Northeastern University, Boston, MA, USA. Electronic address: a.ivanov@northeastern.edu.

Funding

Effect of methodological and biological variability on molecular profiling of extracellular vesicles in cancer detectionR01CA218500 · NCI · NORTHEASTERN UNIVERSITY · PI GHIRAN, IONITA CALIN, IVANOV, ALEXANDER R. · 2018 to 2022
$4.0M
Robust ultra-high sensitivity proteomic technologies for limited samplesR35GM136421 · NIGMS · NORTHEASTERN UNIVERSITY · PI Alexander R. Ivanov · 2020 to 2026
$3.4M
NCI NIH HHS R01 CA218500NIGMS NIH HHS R35 GM136421
6 · The paper itself

Abstract

Monoclonal antibodies (mAbs) are among the most common biotherapeutics, and their clinical applications and global markets have demonstrated increased growth during the last decade, which are expected to grow further due to the shift of therapeutic treatments from general to personalized approaches. As the number and complexity of mAb-based therapeutics grow, there is an urgent need for highly efficient and high-throughput analytical techniques to characterize them and ensure their safety, potency, stability, and efficacy both from a development and regulatory standpoints. A key component in ensuring the methods used for the characterization of antibody-based therapeutics can provide accurate information, with the potential to influence important pipeline decisions, is the availability of diverse commercially available reference standards with well-known and catalogued properties that can serve as benchmarks and validation for the quality assurance of biotherapeutics in development. In this study, we developed and optimized a microfluidic capillary zone electrophoresis electrospray ionization-mass spectrometry (CZE-ESI-MS) method, utilizing the high-mass range MS data acquisition, to characterize three intact mAb reference standards and their proteoforms under near-native conditions using short analysis times (<15 min), low sample amounts (500 picograms), and minimal sample preparation. The developed CZE-MS method identified a number of modifications at the intact mAb level, including relatively high abundance C-terminal lysine clipping (>95 %) and N-linked glycosylation (>99 %), as well as lower abundance modifications, such as deamidation (∼3-7 %) and N-glycan sialylation (<1.5 %). The developed technique is uniquely suited for thorough and reproducible characterization of mAb-based biotherapeutics in industrial settings.

Indexed as

Antibodies, MonoclonalMicrofluidic Analytical TechniquesElectrophoresis, CapillaryReference StandardsSpectrometry, Mass, Electrospray IonizationAntibodies, MonoclonalCapillary zone electrophoresisCharge variant analysisCritical quality attributesMass spectrometryMonoclonal antibodiesReference standards

Identifiers

PMID41380533
PMCPMC13317511

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.