Composite Cutaneous Lymphoma in a Patient With Rheumatoid Arthritis Treated With Methotrexate
Bibliographic record
Abstract
Patients with rheumatoid arthritis, whether treated or not with immunosuppressive agents including methotrexate, have an increased risk of lymphoproliferative disorders. Termed "iatrogenic immunodeficiency-associated lymphoproliferative disorders" in the 2008 World Health Organization classification of lymphoid neoplasms, they include Hodgkin and non-Hodgkin lymphomas. Composite lymphomas are rare, particularly in skin, with none reported in immunodeficiency states. We report the case of a 67 year-old woman with a long history of rheumatoid arthritis, on methotrexate treatment, who developed multiple skin lesions exhibiting a malignant infiltrate displaying both B- and T-cell phenotypes and dual clonal gene rearrangement by polymerase chain reaction, consistent with a cutaneous composite lymphoma. The patient received chemotherapy including rituximab with partial response, but the T-cell component recurred. To the best of our knowledge, this is the first case report of a cutaneous composite lymphoma in a patient with an iatrogenic immunodeficiency representing a dual challenge, diagnostic for the pathologist and therapeutic for the hematologist.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".