Evidence map›Paper›PMID 39746936›Full record

ArticleNature communications2025

ATLAS-seq: a microfluidic single-cell TCR screen for antigen-reactive TCRs.

Siwei Luo, Amber Notaro, Lan Lin

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. 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

3 authors.

Siwei LuoRaymond G. Perelman Center for Cellular and Molecular Therapeutics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.ORCID 0009-0008-1811-2525
Amber NotaroRaymond G. Perelman Center for Cellular and Molecular Therapeutics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.ORCID 0009-0008-4075-871X
Lan LinRaymond G. Perelman Center for Cellular and Molecular Therapeutics, Children's Hospital of Philadelphia, Philadelphia, PA, USA. linlan@chop.edu.ORCID 0000-0002-9905-8928

Funding

Regulation and Function of RNA Editing in Human TranscriptomesR01GM121827 · NIGMS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI LIN, LAN · 2017 to 2021
$1.9M
Children's Hospital of Philadelphia (CHOP) Cell & Gene Therapy Collaborative Seed GrantNIGMS NIH HHS R01 GM121827U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) R01GM121827W. W. Smith Charitable Trust C2004
6 · The paper itself

Abstract

Discovering antigen-reactive T cell receptors (TCRs) is central to developing effective engineered T cell immunotherapies. However, the conventional technologies for isolating antigen-reactive TCRs (i.e., major histocompatibility complex (MHC) multimer staining) focus on high-affinity interactions between the TCR and MHC-antigen complex, and may fail to identify TCRs with high efficacy for activating T cells. Here, we develop a microfluidic single-cell screening method for antigen-reactive T cells named ATLAS-seq (Aptamer-based T Lymphocyte Activity Screening and SEQuencing). This technology isolates and characterizes activated T cells via an aptamer-based fluorescent molecular sensor, which monitors the cytotoxic cytokine IFNγ secretion from single T cells upon antigen stimulation, followed by single-cell RNA and single-cell TCR sequencing. We use ATLAS-seq to screen TCRs reactive to cytomegalovirus (CMV) or prostate specific antigen (PSA) from peripheral blood mononuclear cells (PBMCs). ATLAS-seq identifies distinct TCR clonotype populations with higher T cell activation levels compared to TCRs recovered by MHC multimer staining. Select TCR clonotypes from ATLAS-seq are more efficient in target cell killing than those from MHC multimer staining. Collectively, ATLAS-seq provides an efficient and broadly applicable technology to screen antigen-reactive TCRs for engineered T cell immunotherapy.

Indexed as

CytomegalovirusLymphocyte ActivationProstate-Specific AntigenReceptors, Antigen, T-CellSingle-Cell AnalysisAntigensAptamers, NucleotideHumansInterferon-gammaLeukocytes, MononuclearMicrofluidicsT-LymphocytesAntigensAptamers, NucleotideInterferon-gammaProstate-Specific AntigenReceptors, Antigen, T-Cell

Identifiers

PMID39746936
PMCPMC11696065

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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.