Evidence map›Paper›PMID 42423187›Full record

ArticleBiotechnology journal2026

Comparative Transcriptomic Profiling Reveals Differences in Initiation of Antiviral Response in Low rAAV Producing HEK293 Suspension Cells.

Georg Smesnik, Nikolaus Virgolini, Astrid Dürauer, Nicole Borth

Abstract readComparative Study
In one paragraph

Article in Biotechnology journal, 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

4 authors.

Georg SmesnikDepartment of Biotechnology and Food Science, CD Laboratory of Knowledge-Based Production of Gene Therapy Vectors, Institute of Bioprocess Science and Engineering, BOKU University, Muthgasse, Vienna, Austria.ORCID https://orcid.org/0009-0004-6486-4390
Nikolaus VirgoliniDepartment of Biotechnology and Food Science, CD Laboratory of Knowledge-Based Production of Gene Therapy Vectors, Institute of Bioprocess Science and Engineering, BOKU University, Muthgasse, Vienna, Austria.ORCID https://orcid.org/0000-0002-5295-8822
Astrid DürauerDepartment of Biotechnology and Food Science, CD Laboratory of Knowledge-Based Production of Gene Therapy Vectors, Institute of Bioprocess Science and Engineering, BOKU University, Muthgasse, Vienna, Austria.ORCID https://orcid.org/0000-0002-6007-7697
Nicole BorthDepartment of Biotechnology and Food Science, CD Laboratory of Knowledge-Based Production of Gene Therapy Vectors, Institute of Bioprocess Science and Engineering, BOKU University, Muthgasse, Vienna, Austria.ORCID https://orcid.org/0000-0001-6324-9338

Funding

Austrian Federal Ministry of Economy, Energy and TourismBoehringer Ingelheim InternationalChristian Doppler Research AssociationNational Foundation for Research, Technology and Development
6 · The paper itself

Abstract

Recombinant adeno-associated virus (rAAV) vectors have become the leading platform for in vivo gene delivery, yet their industrial-scale production remains inefficient and costly. Current manufacturing, which primarily relies on transient triple-plasmid transfection in HEK293-derived cells, is limited by low vector yields, high empty-to-full capsid ratios, and pronounced batch-to-batch variability. To contribute to the understanding of underlying host factors, we compared transcriptomic profiles of five HEK293-derived producer lines with varying rAAV yields over a 72-hour production time course. The low-producing BalCD line showed poor transfection efficiency, reduced plasmid-derived transcript levels, exclusive interferon expression and a rapid activation of interferon-stimulated genes (ISG), indicating strong antiviral restriction for vector productivity. In contrast, high-producing lines mounted a reduced inflammatory and innate immune response with limited induction of antiviral genes, supporting sustained vector production. Expression patterns of high-producing cell lines further exhibited transcriptional signatures resembling those seen for producer cells arrested in the G0/G1 cell cycle phase, which potentially favors efficient vector genome replication and capsid assembly. The observed differences in the regulation of antiviral and cell cycle-associated pathways highlight key molecular determinants of rAAV productivity and provide a foundation for targeted host engineering strategies aimed at enhancing rAAV manufacturing efficiency.

Indexed as

DependovirusGene Expression ProfilingGenetic VectorsTranscriptomeHEK293 CellsHumansTransfectionadeno‐associated viruscell engineeringgene therapyproductivitytranscriptomicstransient transfection

Identifiers

PMID42423187
PMCPMC13347752

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.