Molecular analysis of antigen receptor variable region repertoires in T lymphocytes infiltrating the intrathyroidal and extrathyroidal manifestations in patients with Graves' disease<sup>*</sup>
Bibliographic record
Abstract
To determine whether T cells infiltrating thyroid, orbital and pretibial tissue of patients with Graves' ophthalmopathy (GO) and pretibial dermopathy (PTD) represent a primary immune response that is directed against certain antigenic determinants shared between these involved tissues, we characterized these T cells at the molecular level. T cell antigen receptor (TcR) variable (V) region gene usage in thyroid, orbital, pretibial tissue and peripheral blood mononuclear cells of patients with GD, GO and PTD was assessed using RT-PCR and 22 V alpha and 23 V beta gene-specific oligonucleotide primers, followed by Southern hybridization analysis using TcR C-region-specific, digoxigenin-labelled oligonucleotide probes. In some instances, CDR3- and junctional regions of TcR V beta genes were sequenced. Marked restriction and similarities of V alpha and V beta gene usage were detected in samples derived from patients with active GO and PTD of recent onset. Moreover, sequence analysis of junctional domains of V beta families revealed oligoclonality of some intrathyroidal, orbital and pretibial T cell populations as well as the presence of conserved junctional motifs shared by T cells derived the thyroid gland and the extrathyroidal sites. These data suggest that similar antigenic determinants may be responsible for the recruitment and oligoclonal expansion of T cells both within the thyroid gland and at the involved extrathyroidal sites in Graves' disease.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".