Evidence map›Paper›PMID 41006559›Full record

ArticleGene therapy2026

Overcoming matrix effects in AAV neutralization assays with a constant serum concentration approach.

Beatrix Kovács, Viktória Szabó, Domonkos Horváth, Attila Balázs Dobos, Zoltán Zsolt Nagy, Wim Vanduffel, Zsuzsanna Szemlaky, Áron Szepesi, István Ulbert, Balázs Rózsa and 1 more

Abstract read
In one paragraph

Article in Gene therapy, 2026. 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

11 authors.

Beatrix KovácsInstitute of Cognitive Neuroscience and Psychology, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.ORCID 0000-0002-3572-4792
Viktória SzabóDepartment of Ophthalmology, Semmelweis University, Budapest, Hungary.ORCID 0009-0002-4055-6110
Domonkos HorváthInstitute of Cognitive Neuroscience and Psychology, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.ORCID 0000-0001-7310-2890
Attila Balázs DobosInstitute of Cognitive Neuroscience and Psychology, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
Zoltán Zsolt NagyDepartment of Ophthalmology, Semmelweis University, Budapest, Hungary.
Wim VanduffelLaboratory for Neuro-and Psychophysiology, Leuven Brain Institute, KULeuven, Leuven, Belgium.
Zsuzsanna SzemlakyDepartment of Hematology and Stem Cell Transplantation, National Institute for Infectology and Hematology, South-Pest Central Hospital, Budapest, Hungary.
Áron SzepesiLaboratory of 3D Functional Network and Dendritic Imaging, Institute of Experimental Medicine, HUN-REN, Budapest, Hungary.
István UlbertInstitute of Cognitive Neuroscience and Psychology, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
Balázs RózsaLaboratory of 3D Functional Network and Dendritic Imaging, Institute of Experimental Medicine, HUN-REN, Budapest, Hungary.
Dániel HillierInstitute of Cognitive Neuroscience and Psychology, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary. hillier.daniel@ttk.hu.ORCID 0000-0003-0453-9049

Funding

KU Leuven (Katholieke Universiteit Leuven) C14/21/111KU Leuven (Katholieke Universiteit Leuven) C3/21/027KU Leuven (Katholieke Universiteit Leuven) CELSA/24/020KU Leuven (Katholieke Universiteit Leuven) IDN/20/016Nemzeti Kutatási és Technológiai Hivatal (National Office for Research and Technology) KDP-2020
6 · The paper itself

Abstract

Sensitive quantification of adeno-associated virus (AAV) neutralizing antibodies (NAbs) is essential for gene therapy success. Conventional cell-based transduction inhibition assays often encounter matrix-induced artifacts resulting from variable serum content across dilutions, which artificially inflate transduction baselines and mask partial neutralization. To address this challenge, we developed the constant serum concentration (CSC) assay, which maintains constant serum levels across dilutions to stabilize assay baselines and enhance NAb detection sensitivity. Using human sera across multiple AAV serotypes, we demonstrated that CSC reclassified up to 21.7% of samples classified as non-neutralizing by a conventional variable serum concentration (VSC) assay format. This improved sensitivity was validated using monoclonal antibody and multi-species serum test benchmarks and enhanced the reliability of seronegative control pool selection. Importantly, CSC detected persistent seropositivity in preclinical seroreversion models up to one year longer than a conventional VSC assay. Since even low-level neutralizing antibodies can significantly impact gene therapy efficacy, these findings have direct implications for optimizing AAV redosing strategies and refining patient stratification. By addressing fundamental limitations in NAb quantification while maintaining procedural simplicity, the CSC assay provides crucial insights into antibody persistence with translational relevance across species and clinical settings.

Indexed as

Antibodies, NeutralizingAntibodies, ViralDependovirusNeutralization TestsAnimalsGenetic TherapyGenetic VectorsHumansTransduction, GeneticAntibodies, NeutralizingAntibodies, Viral

Identifiers

PMID41006559
PMCPMC12932101

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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.