Evidence map›Paper›PMID 41350510›Full record

ArticleThe AAPS journal2025

A Design of Experiments and Risk Management-Driven Analytical Platform for Charge Variant Analysis of Therapeutic Antibodies by Imaged Capillary Isoelectric Focusing.

Virginia Ghizzani, Serena Orlandini, Alessandro Ascione, Benedetta Pasquini, Sara Tengattini, Caterina Temporini, Roberto Gotti, Gabriella Massolini, Sandra Furlanetto, Francesca Luciani

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Article in The AAPS journal, 2025. 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

10 authors.

Virginia GhizzaniNational Centre for the Control and Evaluation of Medicines (CNCF), Istituto Superiore Di Sanità, Viale Regina Elena 299, 00161, Rome, Italy.ORCID 0009-0008-4113-0107
Serena OrlandiniDepartment of Chemistry "Ugo Schiff", University of Florence, Via U. Schiff 6, 50019, Sesto Fiorentino, Italy.ORCID 0000-0002-6000-5079
Alessandro AscioneNational Centre for the Control and Evaluation of Medicines (CNCF), Istituto Superiore Di Sanità, Viale Regina Elena 299, 00161, Rome, Italy.ORCID 0000-0002-7208-4122
Benedetta PasquiniDepartment of Chemistry "Ugo Schiff", University of Florence, Via U. Schiff 6, 50019, Sesto Fiorentino, Italy.ORCID 0000-0001-6389-4062
Sara TengattiniDepartment of Drug Sciences, University of Pavia, Via Taramelli 12, 27100, Pavia, Italy.ORCID 0000-0002-8584-5883
Caterina TemporiniDepartment of Drug Sciences, University of Pavia, Via Taramelli 12, 27100, Pavia, Italy.ORCID 0000-0003-1925-7845
Roberto GottiDepartment of Pharmacy and Biotechnology, University of Bologna, Via Belmeloro 6, 40126, Bologna, Italy.ORCID 0000-0003-0622-2248
Gabriella MassoliniDepartment of Drug Sciences, University of Pavia, Via Taramelli 12, 27100, Pavia, Italy.ORCID 0000-0003-3035-9076
Sandra Furlanetto *Department of Chemistry "Ugo Schiff", University of Florence, Via U. Schiff 6, 50019, Sesto Fiorentino, Italy. sandra.furlanetto@unifi.it.ORCID 0000-0002-0435-9235
Francesca Luciani *National Centre for the Control and Evaluation of Medicines (CNCF), Istituto Superiore Di Sanità, Viale Regina Elena 299, 00161, Rome, Italy. francesca.luciani@iss.it.ORCID 0000-0002-1362-2808

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The evaluation of monoclonal antibodies (mAbs) charge variants during their entire life cycle is crucial, as their profiles represent a critical quality attribute of biotherapeutics. While the current scenario still shows marked analytical non-uniformity in the evaluation of charge variants with imaged capillary isoelectric focusing (icIEF) with many "product-specific" methods, regulatory authorities are increasingly encouraging the utilization of horizontal standards, such as Platform Analytical Procedures (PAPs). A practical Analytical Quality by Design (AQbD) workflow is provided, emphasizing the Design of Experiments as a Quality Risk Management tool to develop a PAP based on icIEF, able to accurately measure charge variants pI values. Infliximab was chosen as the leading molecule. The cause-effect matrix, combined with an asymmetric screening design, identified key parameters exerting a critical impact on the Analytical Procedure Attributes. PAP quality measurements were ensured by a 10% risk acceptance level, employing response surface methodology and Monte Carlo simulation. The developed PAP was validated using three independent System Suitability samples and exhibited a low bias in the pI measurement (less than 2%), while maintaining satisfactory separation performance. Good intra-day and inter-day repeatability, combined with a robustness test and an exploratory application to real samples of three different therapeutic mAbs, confirmed its versatility. The study supports regulatory trends by demonstrating the successful application of AQbD in PAP development. This icIEF platform would ensure a systematically consistent analysis of charge variants, where pI is promoted to an objective tool, to be used as an additional reliable parameter in the Quality Control context.

Indexed as

Antibodies, MonoclonalInfliximabResearch DesignRisk ManagementCapillary Isoelectric FocusingElectrophoresis, CapillaryHumansIsoelectric FocusingMonte Carlo MethodReproducibility of ResultsAntibodies, MonoclonalInfliximabanalytical platformanalytical quality by designimaged capillary isoelectric focusingmonoclonal antibodiesquality control

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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.