Lymph Nodes Involved by Multicentric Castleman Disease Among HIV-positive Individuals are Often Involved by Kaposi Sarcoma
Bibliographic record
Abstract
Multicentric Castleman disease (MCD), a lymphoproliferative disorder and Kaposi sarcoma (KS), a vascular tumor, both occur at a higher frequency among patients with human immunodeficiency virus (HIV) infection. Human herpes virus 8 (HHV8), with an ability to infect and persist in B-lymphoid cells and endothelial cells, is causally associated with both MCD and KS. The coexistence of these HHV8-associated diseases in the same tissue samples has hitherto not been investigated. In this report, we compile the histologic and immunohistochemical findings in 24 lymph node (LN) and 5 spleen samples from 26 patients documented to have HIV-associated MCD. In addition to MCD, 15 of 24 LN samples (63%) showed evidence of coexisting KS. The involvement by KS was typically "microscopic" and involved the LN capsule, trabeculae, or hilum. Examination of 5 spleens involved by MCD did not show any evidence of KS. These were compared with LN biopsies from HIV patients with neither granulomatous diseases, metastatic carcinomas nor lymphoproliferative disorders. Among 20 LN biopsies from 19 individuals without MCD, 5 LNs showed involvement by KS (25%); an association significantly lower than LNs with MCD (Pearson chi 2: 6.2, 2-sided significance: 0.013). Coexistence of MCD and KS in the same tissue sample is a common phenomenon and we hypothesise that the association is due to lytic HHV8 infection of B-lymphoid cells exposing susceptible endothelial cells at vulnerable subsites within the LNs to extremely high levels of HHV8 resulting in formation of KS tumorlets in MCD-LNs.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".