Evidence map›Paper›PMID 42005464›Full record

ArticleFrontiers in bioengineering and biotechnology2026

A novel cultivation strategy to recover NK cell cytotoxicity.

Valentin von Werz, Aleksander Szarzynski, Matthias Hadrbolec, Gregor Mattert, Sara Zigon-Branc, Bence Kozma, Werner Dammermann, Oliver Spadiut

Abstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 2026. 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

8 authors.

Valentin von WerzResearch Area Biochemical Engineering, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Vienna, Austria.
Aleksander SzarzynskiResearch Area Biochemical Engineering, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Vienna, Austria.
Matthias HadrbolecResearch Area Biochemical Engineering, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Vienna, Austria.
Gregor MattertCenter for Translational Medicine Germany, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg an der Havel, Germany.
Sara Zigon-BrancResearch Area Biochemical Engineering, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Vienna, Austria.
Bence KozmaResearch Area Biochemical Engineering, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Vienna, Austria.
Werner DammermannCenter for Translational Medicine Germany, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg an der Havel, Germany.
Oliver SpadiutResearch Area Biochemical Engineering, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Vienna, Austria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Natural killer cells are emerging as promising "off-the-shelf" effectors for cancer immunotherapy, yet expansion of the NK-92 cell line in batch cultivation leads to rapid loss of cytotoxicity concomitant with lactate accumulation. In this study we developed and validated a two-phase manufacturing strategy that decouples cell proliferation from functional recovery in order to obtain an improved final product potency. Our 8-day kinetic survey determined declines in viability, metabolite profiles and cytotoxicity during static batch expansion. Guided by these data, in a 32-run full-factorial design-of-experiments approach we varied fresh cultivation medium proportion, temperature, dissolved oxygen, and recovery duration; partial least squares modeling identified fresh-medium ratio and recovery time as the primary drivers of cytotoxicity restoration. Identified optimal conditions (90% fresh medium, 37.2 °C, 3.7 days recovery) recovered cytotoxicity and maximized cytotoxic capacity. These setpoints were then translated to a 2 L stirred-tank bioreactor, where a fed-batch expansion under controlled pH and lactate levels produced 2.0 × 10

Indexed as

bioreactorcritical quality attributecytotoxicitycytotoxicity recoverydesign of experimentslactateNK-92 cell lineNK cells

Identifiers

PMID42005464
PMCPMC13083201

What OpenQuestion holds

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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.