Evidence map›Paper›PMID 41862931›Full record

ReviewJournal of biological engineering2026

Are we there yet? The road to faster and more efficient CAR T cell manufacturing.

Leonor N Matos, Margarida S Costa, Margarida Serra, Marta H G Costa

Abstract readReview
In one paragraph

Review in Journal of biological engineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. 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

4 authors.

Leonor N MatosiBET - Instituto de Biologia Experimental e Tecnológica, Apartado 12, Oeiras, 2780-901, Portugal.
Margarida S CostaiBET - Instituto de Biologia Experimental e Tecnológica, Apartado 12, Oeiras, 2780-901, Portugal.
Margarida SerraiBET - Instituto de Biologia Experimental e Tecnológica, Apartado 12, Oeiras, 2780-901, Portugal.
Marta H G CostaiBET - Instituto de Biologia Experimental e Tecnológica, Apartado 12, Oeiras, 2780-901, Portugal. marta.costa@ibet.pt.

Funding

by Fundação para a Ciência e a Tecnologia 2024.14194.PEXEIC Transition programme 101113067Fundação para a Ciência e a Tecnologia 2022.12494.BDFundação para a Ciência e a Tecnologia iNOVA4Health (UIDB/04462/2020 and UIDP/04462/2020)
6 · The paper itself

Abstract

Chimeric antigen receptor (CAR) T cell therapies have achieved clinical success in autologous treatment of hematological malignancies. However, their broader application remains limited. Beyond the biological challenges associated with the immunosuppressive microenvironment of solid tumors and the graft-versus-host disease risks inherent to allogeneic settings, the widespread adoption of CAR T cells is hindered by the high costs, long and complex vein-to-vein timelines and variability in product quality. Rapid CAR T cell manufacturing has emerged as an alternative paradigm that prioritizes shortened production workflows and preservation of naïve and stem-like T cell phenotypes with superior in vivo expansion, persistence and anti-tumor efficacy. This review examines rapid CAR T cell manufacturing from a bioprocess engineering perspective, focusing on how critical process parameters can be explored to shape CAR T cell phenotype and function within shortened timelines. We highlight key technological enablers, including automation, microfluidic systems, process analytical technologies, artificial intelligence-driven bioprocess control, quality control methodologies as well as safety considerations unique to accelerated workflows. Emerging CAR T cell manufacturing models, such as point-of-care production and in vivo CAR T cells generation, are also discussed. These insights outline engineering strategies to enable faster, more consistent and clinically effective CAR T cells.

Indexed as

Bioprocess controlBioprocess parametersCAR T cellPoint‑of‑care manufacturingRapid manufacturingStem-like CAR T cells

Identifiers

PMID41862931
PMCPMC13126794

What OpenQuestion holds

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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.