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Record W4405041194 · doi:10.1182/blood-2024-205936

Targeting the SWI/SNF Chromatin Remodeling Complex Subunit SMARCA4 in ALL

2024· article· en· W4405041194 on OpenAlexaff
V.S.S. Abhinav Ayyadevara, Ashley Paik, Ria Perencsik, Monika M. Toma, Tomasz Skórski, Rozbeh Jafari, Gerald Wertheim, Huimin Geng, Christian Hurtz

Bibliographic record

VenueBlood · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicChromatin Remodeling and Cancer
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsSMARCA4SWI/SNFChromatin remodelingProtein subunitChromatinBiologyCell biologyMedicineChemistryCancer researchGeneticsDNA

Abstract

fetched live from OpenAlex

Background: B-cell-derived acute lymphoblastic leukemia (B-ALL) is a type of blood cancer characterized by the overproduction of immature lymphocytes and is the most common cancer in children. The current overall survival (OS) rates for children with B-ALL are nearly 90% when diagnosed with good- and intermediate-risk subtypes. However, OS rates for children diagnosed with high-risk subtypes, such as KMT2A-Rearranged (KMT2A-R) and Philadelphia-like (Ph-like), are significantly lower, highlighting the urgent need to identify critical leukemogenic pathways for targeted therapeutic interventions. SMARCA4 is part of the SWI/SNF chromatin-remodeling complex, which is crucial for regulating gene expression by altering chromatin structure. SMARCA4 is mutated in about 10% of non-small cell lung cancer patients, resulting in significantly lower OS. More recently, SMARCA4 has been identified as essential for early B cell development, identity, and growth. However, its importance in ALL has not been studied. Results: We performed single-cell DNA sequencing experiments paired with meta-analyses of whole exome and whole genome sequencing data from 1717 patients with B-ALL. We found that SMARCA4 is only mutated in 0.35% of patients with B-ALL, suggesting that, unlike in non-small cell lung cancer, SMARCA4 mutations may not benefit ALL growth. Gene expression analysis of B cells at different developmental stages demonstrated that SMARCA4 is specifically upregulated during early B cell development (early pro-B to small pre-B stages), overlapping with the stages where ALL cells are arrested. Direct comparisons of human pre-B cells, B-ALL, CD34+, and T-ALL showed that pre-B cells and B-ALL cells have the highest SMARCA4 expression levels, indicating a potential dependency of B-ALL on SMARCA4. Analysis using the DepMAP portal confirmed that B-ALL cells are highly dependent on SMARCA4, confirming that a SMARCA4 inhibitor-based therapy may be beneficial for children with B-ALL. However, survival analysis of 207 children from the COG trial P9906 indicated no impact on patient outcomes from varying SMARCA4 expression levels. When we separated the patients based on their B-ALL subtype, we found that SMARCA4 was significantly highly expressed in children with Ph-like ALL than in those with KMT2A-R B-ALL, which we confirmed via Western blotting using Ph-like and KMT2A-R ALL cell lines. A survival analysis focused on these subtypes revealed that poor outcomes correlated with higher SMARCA4 expression in Ph-like ALL, while, surprisingly, high SMARCA4 expression levels correlated with good outcomes in KMT2A-R ALL. Based on these results, we hypothesized that Ph-like ALL, but not KMT2A-R B-ALL, may depend on high SMARCA4 expression levels. Validating our hypothesis, pharmacologic SMARCA4 inhibition using two recently developed inhibitors (BRM014 and FHD-286) showed that Ph-like B-ALL was significantly more sensitive to SMARCA4 inhibition compared to KMT2A-R ALL. KMT2A-R cell lines were highly resistant to both inhibitors, while Ph-like cells were highly sensitive, with IC50s for BRM014 at 10-50nM and 1nM for FHD-286. Conclusion: Our results identify that SMARCA4 has a very low mutation frequency in B-ALL and is highly expressed in Ph-like B-ALL. Furthermore, we demonstrate a direct correlation between high SMARCA4 expression and poor patient outcomes, as well as a clear dependency of Ph-like B-ALL on SMARCA4. Based on our data, applying a SMARCA4 inhibitor-based therapy may specifically benefit patients with Ph-like B-ALL.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.676
Threshold uncertainty score0.418

Codex and Gemma teacher scores by category

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)0.0000.000

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.

Opus teacher head0.029
GPT teacher head0.283
Teacher spread0.254 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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
Published2024
Admission routes1
Has abstractyes

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