Evidence map›Paper›PMID 40936899›Full record

ArticleFrontiers in immunology2025

Large-scale statistical mapping of T-cell receptor

H Jabran Zahid, Ruth Taniguchi, Peter Ebert, I-Ting Chow, Chris Gooley, Jinpeng Lv, Lorenzo Pisani, Mikaela Rusnak, Rebecca Elyanow, Hiroyuki Takamatsu and 4 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Article
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  8. CMV-specific clonal expansion of Th1, GZMKbioRxiv : the preprint server for biology · 2025
    Article
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  10. Article
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  12. Review
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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

14 authors.

H Jabran ZahidMicrosoft Research, Redmond, WA, United States.
Ruth TaniguchiAdaptive Biotechnologies, Seattle, WA, United States.
Peter EbertAdaptive Biotechnologies, Seattle, WA, United States.
I-Ting ChowAdaptive Biotechnologies, Seattle, WA, United States.
Chris GooleyMicrosoft Research, Redmond, WA, United States.
Jinpeng LvMicrosoft Research, Redmond, WA, United States.
Lorenzo PisaniMicrosoft Research, Redmond, WA, United States.
Mikaela RusnakAdaptive Biotechnologies, Seattle, WA, United States.
Rebecca ElyanowAdaptive Biotechnologies, Seattle, WA, United States.
Hiroyuki TakamatsuFaculty of Transdisciplinary Sciences for Innovation, Institute of Transdisciplinary Sciences for Innovation/Department of Hematology, Kanazawa University, Kanazawa, Japan.
Wenyu ZhouAdaptive Biotechnologies, Seattle, WA, United States.
Julia GreisslMicrosoft Research, Redmond, WA, United States.
Harlan RobinsAdaptive Biotechnologies, Seattle, WA, United States.
Jonathan M CarlsonMicrosoft Research, Redmond, WA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: T-cell receptors (TCRs) interacting with peptides presented by human leukocyte antigens (HLAs) are the foundation of the adaptive immune system, but population-level analysis of TCR-HLA interactions is lacking. Methods: We statistically associated approximately 10 Results: This specificity permitted highly accurate imputation of 248 class I and II HLAs from the TCRβ repertoire. Notably, 45 HLA-DP and -DQ heterodimers lacked associated TCRs because they likely arise from non-functional trans-complementation. The public class I and II HLA-associated TCRβs we identified were primarily expressed on CD8 Discussion: Our results recapitulate fundamental biology, provide insights into the functionality of HLAs, and demonstrate the power and potential of population-level TCRβ repertoire sequencing.

Indexed as

HLA AntigensReceptors, Antigen, T-Cell, alpha-betaAllelesCD4-Positive T-LymphocytesCD8-Positive T-LymphocytesHumansHLA AntigensReceptors, Antigen, T-Cell, alpha-betahuman leukocyte antigenimmunologyT cellT cell - HLA interactionT cell repertoire

Identifiers

PMID40936899
PMCPMC12420235

What Socratic 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 Socratic graph.