Evidence map›Paper›PMID 41408431›Full record

ArticleThe AAPS journal2025

Quantifying the Full-to-Empty Adeno-Associated Virus (AAV) Capsid Ratios and Their Impact on Transduction Efficiency in vitro.

Brandon Hoyle, Jonathan Hill, Dhimiter Bello

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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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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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

3 authors.

Brandon HoylePharmaceutical Sciences Program, Department of Biomedical and Nutritional Sciences, University of Massachusetts Lowell, Lowell, Massachusetts, 01854, USA. brandon.hoyle@yahoo.com.ORCID 0009-0009-3013-2673
Jonathan HillDepartment of Analytical Development, Solid Biosciences, Inc., 500 Rutherford Avenue, Charlestown, Massachusetts, 02129, USA.ORCID 0009-0002-5111-3809
Dhimiter BelloPharmaceutical Sciences Program, Department of Biomedical and Nutritional Sciences, University of Massachusetts Lowell, Lowell, Massachusetts, 01854, USA.ORCID 0000-0003-2402-5651

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Adeno-associated virus (AAV) vectors are made up of a protein shell that typically encapsidates a single stranded viral deoxyribonucleic acid (DNA) genome up to a total of ~ 4700 nucleotides. Classical AAV Manufacturing processes yield a mixture of capsids that either contain no payload, partial DNA, or the gene of interest (GOI). Several studies have generated variable data indicating that empty capsids (1) affect transduction efficiency by engaging the immune system's neutralizing antibodies, (2) do not improve full capsid uptake, (3) cause liver toxicity at high capsid loads, or (4) alter biodistribution. To study the effect of different empty capsid ratios on transduction efficiency, multiple AAV serotypes and full-to-empty methods were utilized in conjunction with a 5-day in vitro potency method. Total protein expression levels for each AAV were measured by a luciferase reporter after differentiation of C2C12 mouse myoblast cells into myotubes. Empty capsid load regardless of serotype identity did yield a statistically significant change in total protein expression levels. This data suggests that limiting the number of empty capsids regardless of the serotype is advised to ensure the highest dose of GOI containing AAVs reach target cells. Manufacturing practices should continue to reduce the overall empty capsid load in each batch to ensure most AAV particles contain the GOI. The findings of this project could aid in process optimization and method development strategies for cell-based assays to quantify the level of protein expression in AAVs containing other GOIs.

Indexed as

CapsidCapsid ProteinsDependovirusGenetic VectorsTransduction, GeneticAnimalsCell LineMiceCapsid ProteinsAdeno-Associated Virus (AAV)cell-based assay developmentfull-to-empty ratioImaged Capillary Isoelectric Focusing (icIEF)transduction efficiency

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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.