Evidence map›Paper›PMID 40777724›Full record

ArticleMolecular therapy. Methods & clinical development2025

Orthogonal approaches to AAV vector characterization: Validating quantitative TEM for partially filled particles.

Mattin Campos, Dorleta Otaegui, Taeyang Jung, Thomas Bausewein, Jan Fulin, Rickard Nordström, Iván Toral, Elisa Da Silva-Ferrada, Ilya Nechaev, Haizea Iribar and 3 more

Abstract read
In one paragraph

Article in Molecular therapy. Methods & clinical development, 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. Article
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

13 authors.

Mattin CamposViralgen SL, Paseo Mikeletegi, 8, 20009 San Sebastián, Spain.
Dorleta OtaeguiViralgen SL, Paseo Mikeletegi, 8, 20009 San Sebastián, Spain.
Taeyang JungQuTEM AB, Gävlegatan 22, 11330 Stockholm, Sweden.
Thomas BauseweinQuTEM AB, Gävlegatan 22, 11330 Stockholm, Sweden.
Jan FulinQuTEM AB, Gävlegatan 22, 11330 Stockholm, Sweden.
Rickard NordströmQuTEM AB, Gävlegatan 22, 11330 Stockholm, Sweden.
Iván ToralViralgen SL, Paseo Mikeletegi, 8, 20009 San Sebastián, Spain.
Elisa Da Silva-FerradaViralgen SL, Paseo Mikeletegi, 8, 20009 San Sebastián, Spain.
Ilya NechaevViralgen SL, Paseo Mikeletegi, 8, 20009 San Sebastián, Spain.
Haizea IribarViralgen SL, Paseo Mikeletegi, 8, 20009 San Sebastián, Spain.
Sandy DoutheViralgen SL, Paseo Mikeletegi, 8, 20009 San Sebastián, Spain.
Achille FrançoisViralgen SL, Paseo Mikeletegi, 8, 20009 San Sebastián, Spain.
César TriguerosViralgen SL, Paseo Mikeletegi, 8, 20009 San Sebastián, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Adeno-associated viruses (AAVs) have emerged as a leading vector for gene therapy due to their non-pathogenic nature and ability to deliver therapeutic genes effectively. However, the presence of empty and partially filled capsids in AAV preparations can significantly impact therapeutic efficacy, and therefore, robust quality control methods for accurate characterization are required. This study presents quantitative electron microscopy (QuTEM) as a platform-validated method for distinguishing full, partial, and empty AAV capsids based on their internal density. We compared this enhanced TEM method with analytical ultracentrifugation (AUC), mass photometry (MP), and SEC-HPLC (size exclusion chromatography-high-performance liquid chromatography), to assess their effectiveness in characterizing AAV vector content. AAV vectors were produced using both self-complementary (scAAV) and single-stranded (ssAAV) transgenes, and their encapsidation efficiency was evaluated. Results demonstrated that QuTEM provided a reliable quantification of AAV populations, yielding a high concordance with MP and AUC data. Notably, QuTEM exhibited superior granularity by directly visualizing the viral capsids in their native state, preserving structural integrity. These features position the QuTEM analytical method as a potential gold standard for AAV characterization. Additionally, these findings emphasize the importance of integrated analytical approaches in optimizing AAV production and characterization, ensuring its consistency and efficacy for gene therapy applications.

Indexed as

AAVadeno-associated virusmass photometryMPscAAVSEC-HPLCsedimentation velocity analytical ultracentrifugationself-complementarysingle-stranded AAVsize exclusion chromatographyssAAVSV-AUCTEMtransmission electron microscopy

Identifiers

PMID40777724
PMCPMC12329248

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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.