SWI/SNF complex heterogeneity is related to polyphenotypic differentiation, prognosis, and immune response in rhabdoid tumors
Bibliographic record
Abstract
BACKGROUND: Rhabdoid tumors (RTs) arise within (atypical teratoid/rhabdoid tumor [AT/RT]) or outside the brain (extra [e]CNS-RT) and are driven mainly by inactivation of the SWItch/sucrose nonfermentable (SWI/SNF) complex subunit SWI/SNF-related matrix-associated actin-dependent regulator of chromatin subfamily B member 1 (SMARCB1). A pathognomonic hallmark of RTs is heterogeneous multilineage differentiation, including anomalous neuronal differentiation in some eCNS-RTs. Because remodeling of the SWI/SNF complex regulates differentiation, we hypothesized that SWI/SNF Brahma-associated factors (BAF) and polybromo-associated BAF (PBAF) complex heterogeneity are related to both multilineage differentiation and clinical outcome. METHODS: We performed an integrated analysis of SWI/SNF complex alterations in the developing kidney and cerebellum (most common regions of RT origin) in comparison to eCNS-RT (n = 14) and AT/RT (n = 25) tumors. RT samples were interrogated using immunohistochemistry, DNA methylation, and gene expression analyses. RESULTS: The SWI/SNF BAF paralogs actin-like protein (ACTL)6A and ACTL6B were expressed in a mutually exclusive manner in the developing cerebellum and kidney. In contrast, a subset of eCNS-RTs lost mutual exclusivity and coexpressed both subunits. These tumors showed aberrant DNA methylation of genes that regulate neuronal and renal development and demonstrated immunohistochemical evidence of neuronal differentiation. In addition, low expression of the PBAF subunit polybromo-1 (PBRM1) identified a group of AT/RTs in younger children with better overall prognosis. PBRM1-low AT/RT and eCNS-RTs showed altered DNA methylation and gene expression in immune-related genes. PBRM1 knockdown resulted in lowering immunosuppressive cytokines, and PBRM1 levels in tumor samples showed an inverse relationship with cluster of differentiation (CD)8 cytotoxic T-cell infiltration. CONCLUSIONS: Heterogeneity in SWI/SNF BAF (ACTL6A/ACTL6B) and PBAF (PBRM1) subunits is related to histogenesis, contributes to the immune microenvironment and prognosis in RTs, and may inform opportunities to develop immunotherapies.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.001 | 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".