Evidence map›Paper›PMID 36323661›Full record

ArticleNature communications2022

speedingCARs: accelerating the engineering of CAR T cells by signaling domain shuffling and single-cell sequencing.

Rocío Castellanos-Rueda, Raphaël B Di Roberto, Florian Bieberich, Fabrice S Schlatter, Darya Palianina, Oanh T P Nguyen, Edo Kapetanovic, Heinz Läubli, Andreas Hierlemann, Nina Khanna and 1 more

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed
5.5field-weighted citation impact, top 3% of its field
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

37 citing papers in PubMed, 56 citations in OpenAlex.

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  8. A unified genetic perturbation language for human cellular programming.bioRxiv : the preprint server for biology · 2025
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  16. Biomaterial-Based Therapeutic Delivery of Immune Cells.Advanced healthcare materials · 2025
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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

11 authors at 2 institutions in 1 country.

Rocío Castellanos-Rueda *Department of Biosystems Science and Engineering, ETH Zürich, 4058, Basel, Switzerland.ORCID 0000-0002-9674-4172
Raphaël B Di Roberto *Department of Biosystems Science and Engineering, ETH Zürich, 4058, Basel, Switzerland.ORCID 0000-0003-0976-5395
Florian BieberichDepartment of Biosystems Science and Engineering, ETH Zürich, 4058, Basel, Switzerland.ORCID 0000-0002-6678-5985
Fabrice S SchlatterDepartment of Biosystems Science and Engineering, ETH Zürich, 4058, Basel, Switzerland.ORCID 0000-0003-2192-6614
Darya PalianinaDepartment of Biomedicine, University of Basel, 4031, Basel, Switzerland.ORCID 0000-0003-1785-7548
Oanh T P NguyenDepartment of Biosystems Science and Engineering, ETH Zürich, 4058, Basel, Switzerland.ORCID 0000-0003-0192-2456
Edo KapetanovicDepartment of Biosystems Science and Engineering, ETH Zürich, 4058, Basel, Switzerland.ORCID 0000-0001-9370-7440
Heinz LäubliDepartment of Biomedicine, University of Basel, 4031, Basel, Switzerland.ORCID 0000-0002-8910-5620
Andreas HierlemannDepartment of Biosystems Science and Engineering, ETH Zürich, 4058, Basel, Switzerland.ORCID 0000-0002-3838-2468
Nina KhannaDepartment of Biomedicine, University of Basel, 4031, Basel, Switzerland.ORCID 0000-0002-2642-419X
Sai T ReddyDepartment of Biosystems Science and Engineering, ETH Zürich, 4058, Basel, Switzerland. sai.reddy@ethz.ch.ORCID 0000-0002-9177-0857
ETH Zurich · CHUniversity of Basel · CH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chimeric antigen receptors (CARs) consist of an antigen-binding region fused to intracellular signaling domains, enabling customized T cell responses against targets. Despite their major role in T cell activation, effector function and persistence, only a small set of immune signaling domains have been explored. Here we present speedingCARs, an integrated method for engineering CAR T cells via signaling domain shuffling and pooled functional screening. Leveraging the inherent modularity of natural signaling domains, we generate a library of 180 unique CAR variants genomically integrated into primary human T cells by CRISPR-Cas9. In vitro tumor cell co-culture, followed by single-cell RNA sequencing (scRNA-seq) and single-cell CAR sequencing (scCAR-seq), enables high-throughput screening for identifying several variants with tumor killing properties and T cell phenotypes markedly different from standard CARs. Mapping of the CAR scRNA-seq data onto that of tumor infiltrating lymphocytes further helps guide the selection of variants. These results thus help expand the CAR signaling domain combination space, and supports speedingCARs as a tool for the engineering of CARs for potential therapeutic development.

Indexed as

NeoplasmsReceptors, Chimeric AntigenHumansLymphocyte ActivationReceptors, Antigen, T-CellSignal TransductionT-LymphocytesReceptors, Antigen, T-CellReceptors, Chimeric Antigen

Identifiers

PMID36323661
PMCPMC9630321
OpenAlexW4307921408

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.