Evidence map›Paper›PMID 35182435›Full record

ArticleBiotechnology and bioengineering2022

Only a small fraction of cells produce assembled capsids during transfection-based manufacturing of adeno-associated virus vectors.

Shantoshini Dash, David M Sharon, Alaka Mullick, Amine A Kamen

Abstract read
In one paragraph

Article in Biotechnology and bioengineering, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing 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

17 citing papers in PubMed.

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  9. AAV-Based Gene Therapy: Opportunities, Risks, and Scale-Up Strategies.International journal of molecular sciences · 2025
    Review
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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

4 authors.

Shantoshini DashDepartment of Bioengineering, McGill University, Montreal, Québec, Canada.
David M SharonDepartment of Bioengineering, McGill University, Montreal, Québec, Canada.
Alaka MullickHuman Health Therapeutics, National Research Council of Canada, Montreal, Québec, Canada.
Amine A KamenDepartment of Bioengineering, McGill University, Montreal, Québec, Canada.ORCID 0000-0001-9110-8815

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Plasmid transfection of mammalian cells is the dominant platform used to produce adeno-associated virus (AAV) vectors for clinical and research applications. Low yields from this platform currently make it difficult to supply these activities with adequate material. In an effort to better understand the current limitations of transfection-based manufacturing, this study examines what proportion of cells in a model transfection produce appreciable amounts of assembled AAV capsid. Using conformation-specific antibody staining and flow cytometry, we report the surprising result that despite obtaining high transfection efficiencies and nominal vector yields in our model system, only 5%-10% of cells appear to produce measurable levels of assembled AAV capsids. This finding implies that considerable increases in vector titer could be realized through increasing the proportion of productive cells. Furthermore, we suggest that the flow cytometry assay used here to quantify productive cells may be a useful metric for future optimization of transfection-based AAV vector manufacturing platforms.

Indexed as

CapsidDependovirusAnimalsCapsid ProteinsGenetic VectorsMammalsTransfectionCapsid Proteinsadeno-associated virusgene therapytransfectionviral vectors

Identifiers

PMID35182435
PMCPMC9314941

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.