Evidence map›Paper›PMID 41408420›Full record

ArticleThe AAPS journal2025

Substantial Comparability of Singlicate Versus Duplicate Analysis-A Retrospective Evaluation of Clinical Immunogenicity in a Biosimilar PK Study.

Maike Lichtenfels, Jamie Fan, Davide Guerrieri, Mathias W Hackl, Ana Villalba Izquierdo, Liyi Cen, Johann Pötzl

Abstract readComparative Study
PubMed Publisher
In one paragraph

Article in The AAPS journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Maike LichtenfelsClinical Bioanalytics, Hexal AG (a Sandoz Company), HEXAL AG, Industriestr. 25, 83607, Holzkirchen, Germany.ORCID 0009-0007-0595-2800
Jamie FanClinical Data Science & Analytics, Sandoz Inc, 100 College Road West, Princton, New Jersey, 08540, USA. jamie.fan@sandoz.com.ORCID 0009-0007-8771-6085
Davide GuerrieriClinical Bioanalytics, Hexal AG (a Sandoz Company), HEXAL AG, Industriestr. 25, 83607, Holzkirchen, Germany.ORCID 0000-0001-7448-507X
Mathias W HacklClinical Bioanalytics, Hexal AG (a Sandoz Company), HEXAL AG, Industriestr. 25, 83607, Holzkirchen, Germany.ORCID 0000-0002-8380-4439
Ana Villalba IzquierdoClinical Bioanalytics, Hexal AG (a Sandoz Company), HEXAL AG, Industriestr. 25, 83607, Holzkirchen, Germany.ORCID 0009-0003-0294-5040
Liyi CenClinical Data Science & Analytics, Sandoz Inc, 100 College Road West, Princton, New Jersey, 08540, USA.ORCID 0009-0003-8258-6737
Johann PötzlClinical Bioanalytics, Hexal AG (a Sandoz Company), HEXAL AG, Industriestr. 25, 83607, Holzkirchen, Germany.ORCID 0009-0006-7557-1555

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To investigate the feasibility of a singlicate-based approach for immunogenicity assays in the biosimilar setting by comparing singlicate and duplicate data of an established Anti-Drug Antibodies (ADA) assay and from a biosimilar study. We re-calculated the screening, confirmatory, and titer cut-points using singlicate values. The ADA method validation initially performed in duplicates was re-evaluated based on singlicate data. We performed variance component analysis to investigate the contribution of well-well variance on overall data variability. We re-assessed the clinical immunogenicity study data based on singlicate values. The ADA assay validation parameters were comparable between duplicate and singlicate-based evaluation. The variance component analysis confirmed the negligible influence of well-to-well variability. The use of singlicates would not have impacted the immunogenicity outcome of the clinical study. The singlicate-based analysis in our study would have reduced the analytical workload by about ~ 40%.

Indexed as

AntibodiesBiosimilar PharmaceuticalsHumansReproducibility of ResultsRetrospective StudiesAntibodiesBiosimilar Pharmaceuticalsanti-drug antibodiesbiosimilarsclinical immunogenicitymethod validationsinglicate based analysis

Identifiers

What OpenQuestion holds

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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.