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A Subset of Human Autoreactive CD1c-Restricted T Cells Preferentially Express TRBV4-1+ TCRs and Recognize Phospholipids

2017· article· en· W4313385069 on OpenAlexaff
Tingxi Guo, Edward M.Y. Koo, Naoto Hirano

Bibliographic record

VenueThe Journal of Immunology · 2017
Typearticle
Languageen
FieldImmunology and Microbiology
TopicImmune Cell Function and Interaction
Canadian institutionsCentre for Social InnovationPrincess Margaret Cancer CentreUniversity of Toronto
Fundersnot available
KeywordsBiologyCD1CD80CD154T cellCell biologyCD40Antigen-presenting cellMHC class IICytotoxic T cellImmune systemImmunologyBiochemistryIn vitro

Abstract

fetched live from OpenAlex

Abstract Unlike the highly polymorphic, peptide-presenting conventional MHC molecules, CD1 consists of a family of monomorphic, lipid-presenting proteins. Recent studies have revealed the molecular basis of mycobacterial lipid recognition by CD1a-c-restricted T cells. In addition to foreign lipids, subsets of CD1a-c-restricted T cells recognize self-lipids, which may have implications for human diseases such as autoimmunity and cancer. And yet, the molecular identity of these self-reactive T cells remains largely elusive. In this study, using a novel CD1c+ artificial antigen-presenting cell (aAPC)-based system, we have isolated human CD1c-restricted autoreactive T cells and characterized them at the molecular level. By employing the human cell line K562, deficient in MHC class I/II and CD1 expression, as a backbone, we generated an aAPC expressing CD1c as the sole antigen-presenting molecule with costimulatory molecules, CD80 and CD83. When stimulated with this CD1c+ aAPC endogenously presenting self-lipids, a subpopulation of primary human CD4+ T cells from multiple donors consistently upregulated CD154 (CD40L) in a CD1c-specific manner. These activated CD4+ T cells preferentially expressed TRBV4-1+ TCRs. Interestingly, TRAV usage and CDR3 sequences of these TRBV4-1+ T cells were diverse. Clonotypic analyses of the reconstituted TRBV4-1+ TCRs demonstrated that the heterogeneity of the CDR3 sequences greatly impacted the strength of CD1c-restricted autoreactivity. Furthermore, cell-free assays using recombinant CD1c loaded with distinct lipids identified several phospholipid species as potential self-ligands. These data provide new insights into the molecular identity of human autoreactive CD1c-restricted T cells.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.255
Teacher spread0.235 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2017
Admission routes1
Has abstractyes

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