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Record W4389247146 · doi:10.1182/blood-2023-190494

SWI/SNF Chromatin Remodeling Complex Orchestrates Sequential Binding of Key Transcription Factors in B Cells and Restricts Aggressive Lymphoma

2023· article· en· W4389247146 on OpenAlexaff
Darko Barišić, Christopher R. Chin, Cem Meydan, Matthew Teater, Ioanna Tsialta, Coraline Mlynarczyk, Amy Chadburn, Min Xia, Christian Steidl, David W. Scott, Andrew P. Weng, Christopher E. Mason, Michael R. Green, Ari Melnick

Bibliographic record

VenueBlood · 2023
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicChromatin Remodeling and Cancer
Canadian institutionsTerry Fox Research InstituteBC Cancer AgencySpinal Cord Injury BC
Fundersnot available
KeywordsARID1AGerminal centerChromatinChromatin remodelingBiologyLymphomaMolecular biologyDiffuse large B-cell lymphomaAggressive lymphomaB cellCancer researchTranscription factorFollicular lymphomaMutationImmunologyGeneticsGeneAntibody

Abstract

fetched live from OpenAlex

Mutations in the SWI/SNF chromatin remodeling complex BAF are a recurring feature in many cancers, with a high prevalence in follicular lymphoma (FL; >19%) and diffuse large B-cell lymphoma (DLBCL; >34%). Despite this, the mechanism that links mutations in ARID1A, most frequently mutated BAF subunit, to the development of lymphoma is still not understood. To this aim, we crossed Arid1a-floxed mice with Cγ1-Cre mice to yield offspring with a conditional (cKO) Arid1a deletion in germinal center (GC) B cells, FL and DLBCL cell-of-origin. We immunized WT/WT ( Arid1a+/+; Cγ1Cre/+) and cKO/WT ( Arid1a+/-; Cγ1Cre/+) mice with sheep red blood cells and analyzed 10 days later at the peak of the GC reaction. Upon Arid1a deletion, we found a decrease in the total number of GC B cells relative to total B cells (WT/WT vs. cKO/WT; p<0.001). However, we observed skewing of GC polarity manifesting as increased proportions of proliferating centroblasts (CB) vs. centrocytes (CC) (WT/WT vs. cKO/WT; p=0.004). These observations imply a substantial dysfunction at the CC stage, which could account for the overall reduced number of GC B-cells. To investigate this, we performed a detailed molecular characterization of these cells. We performed the ATAC-seq assay on sorted CB and CC from our mouse model and observed an extensive loss of chromatin accessibility. Changes in chromatin accessibility are thought to be dependent on the recruitment of the BAF complex by specific transcription factors. We discovered strong enrichment for DNA motifs of PU.1 and NF-kB factors in closing chromatin (p-value <0.001), indicating their dependence on the BAF complex. Furthermore, we noted that this chromatin closing occurred in proximity to canonical GC exit programs, including genes induced by the CD40, NF-kB signaling, IRF4, STAT3, IL2, IL4, IL6 and Notch pathways (hypergeometric p-value <0.001), indicating GC-exit perturbation. Expanding upon our findings, we leveraged a combined single-cell RNA and ATAC assay (Multiome) to scrutinize subtle shifts within GC populations. Determining the chromatin accessibility within the pseudo-time trajectory of GC transitions, we found that PU.1 and NF-kB factors are chronologically dependent on ARID1A with PU.1 accessibility initially compromised, followed by a subsequent decrease at binding sites for NF-kB factors. This sequence reveals ARID1A's unrecognized function as a regulator of temporal dynamics of these key transcription factors. Strikingly, our Multiome data revealed expansion of the pre-memory B cells accompanied by a decrease in the proportion of pre-plasma cells upon Arid1a deletion (p-value <0.001), suggesting that Arid1a loss favors GC exit towards the memory cell fate. To validate our findings, we performed immunophenotyping and observed an increase in memory B cells in cKO/WT mice (p=0.019), and a decrease in long-lived plasma cells (p=0.012) upon NP-KLH immunization. Furthermore, we observed that the absence of ARID1A tilts GC cell-fate towards immature IgM+CD80-PDL2- memory B cells (p=0.0016), known for their potential to re-enter new GCs. Linking this critical role of ARID1A in chromatin regulation to lymphomagenesis, we observed a reduction in overall survival for mice carrying VavP-Bcl2; Arid1a+/- allele (compared to VavP-Bcl2; Arid1a+/+; p=0.0087). Remarkably, we further show that FL patients with ARID1A-inactivating mutations display an immature memory B-cell-like state with increased transformation risk to aggressive disease (p=0.0391). These observations offer mechanistic understanding into the emergence of both indolent and aggressive lymphomas in ARID1A-mutant patients through formation of immature memory-like clonal precursors.

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: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.014
Threshold uncertainty score0.545

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 head0.034
GPT teacher head0.266
Teacher spread0.232 · 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

Citations1
Published2023
Admission routes1
Has abstractyes

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