Evidence map›Paper›PMID 40103325›Full record

ArticleBiotechnology and bioengineering2025

Perfusion-Based Production of rAAV via an Intensified Transient Transfection Process.

Tam N T Nguyen, Damdae Park, Christopher T Canova, Jose Sangerman, Prasanna Srinivasan, Rui Wen Ou, Paul W Barone, Caleb Neufeld, Jacqueline M Wolfrum, Stacy L Springs and 2 more

Abstract read
In one paragraph

Article in Biotechnology and bioengineering, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Review
  6. Review
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

12 authors.

Tam N T NguyenDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
Damdae ParkDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
Christopher T CanovaDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
Jose SangermanCenter for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
Prasanna SrinivasanCenter for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.ORCID 0000-0002-4951-5799
Rui Wen OuDepartment of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
Paul W BaroneCenter for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.ORCID 0000-0001-6802-6846
Caleb NeufeldCenter for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
Jacqueline M WolfrumCenter for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
Stacy L SpringsCenter for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
Anthony J SinskeyCenter for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.ORCID 0000-0001-9433-4324
Richard D BraatzDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.ORCID 0000-0003-4304-3484

Funding

FDA HHS R01 FD006584This work was supported by the US Food and Drug Administration; Ministry of Trade, Industry and Energy; MathWorks; and Massachusetts Life Sciences Center.
6 · The paper itself

Abstract

Increasing demand for recombinant adeno-associated virus (rAAV)-based gene therapies necessitates increased manufacturing production. Transient transfection of mammalian cells remains the most commonly used method to produce clinical-grade rAAVs due to its ease of implementation. However, transient transfection processes are often characterized by suboptimal yields and low fractions of full-to-total capsids, both of which contribute to the high cost of goods of many rAAV-based gene therapies. Our previously developed mechanistic model for rAAV2/5 production indicated that the inadequate capsid filling is due to a temporal misalignment between viral DNA replication and capsid synthesis within the cells and the repression of later phase capsid formation by Rep proteins. We experimentally validated this prediction and showed that performing multiple, time-separated doses of plasmid increases the production of rAAV. In this study, we use the insights generated by our mechanistic model to develop an intensified process for rAAV production that combines perfusion with high cell density re-transfection. We demonstrate that performing multiple, time-separated doses at high cell density boosts both cell-specific and volumetric productivity and improves plasmid utilization when compared to a single bolus at standard operating conditions. Our results establish a new paradigm for continuously manufacturing rAAV via transient transfection that improves productivity and reduces manufacturing costs.

Indexed as

DependovirusGenetic VectorsTransfectionAnimalsHEK293 CellsHumansadeno‐associated viruscontinuous manufacturinggene therapymechanistic modelingtransfection

Identifiers

PMID40103325
PMCPMC12067042

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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.