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Record W4405040604 · doi:10.1182/blood-2024-199227

Multiomic Profiling Reveals Pleiotropic Effects of Somatic IRF4-C99R Mutations in Primary Mediastinal Large B-Cell Lymphomas

2024· article· en· W4405040604 on OpenAlexaff
Shinya Rai, Gerben Duns, Fabian Frontzek, Jasper Wong, Yifan Yin, Shannon Healy, Michael Y. Li, Makoto Kishida, Elena Viganò, Manabu Fujisawa, Bruce W. Woolcock, Adèle Telenius, Barbara Meissner, Merrill Boyle, Hisae Nakamura, Luke O’Brien, Andrew Lytle, Pedro Farinha, Graham W. Slack, Laura K. Hilton, Ryan D. Morin, Leandro Venturutti, Tomohiro Aoki, Kerry J. Savage, David W. Scott, Christian Steidl

Bibliographic record

VenueBlood · 2024
Typearticle
Languageen
FieldMedicine
TopicLymphoma Diagnosis and Treatment
Canadian institutionsPrincess Margaret Cancer CentreSimon Fraser UniversityUniversity of British ColumbiaSpinal Cord Injury BC
Fundersnot available
KeywordsSomatic cellBiologyB cellCancer researchProfiling (computer programming)IRF4GeneticsImmunologyAntibodyGeneTranscription factor

Abstract

fetched live from OpenAlex

Introduction: Interferon Regulatory Factor 4 (IRF4) is a transcription factor that plays a critical role in the regulation of pre-B-cell development, the germinal center reaction as well as plasma cell differentiation. IRF4 has emerged as a master regulator of cancer-specific gene expression programs in various lymphoid malignancies. Prior studies uncovered a hotspot missense mutation in the DNA-binding domain of IRF4 (C99R) that alters the affinity of binding to specific DNA motifs and leads to disease-specific changes in classic Hodgkin lymphoma (Schleussner et al, 2023). The C99R mutations were also found to be recurrently detected in primary mediastinal large B-cell lymphoma (PMBCL) (Mottok et al, 2019, Noerenberg et al, 2023); however, its functional role in PMBCL pathogenesis remains unknown. Materials and methods: We introduced the C99R mutation into two PMBCL-derived cell lines (U2940, Karpas-1106P) by applying CRISPR prime editing. We then performed ATAC-seq, ChIP-seq, and RNA-seq analyses on our isogenic model systems (IRF4WT and IRF4C99R). We also analyzed single cell (sc) transcriptome data of nuclei isolated from formalin-fixed paraffin-embedded tissues samples of primary PMBCL (n=4) with/without this mutation, including control tissues from reactive lymph node (n=2), and normal thymus (n=2). Results: A meta-analysis of publicly available sequencing data revealed IRF4C99R hotspot mutations in 29 out of 413 PMBCL samples (7%), compared to only 2 out of 1,999 diffuse large B-cell lymphoma samples (0.1%) (p<0.00001). To characterize the role of this mutation, we compared the global chromatin accessibility profiles between IRF4WT and IRF4C99R PMBCL cells by ATAC-seq and identified regions with commonly enhanced (1,334 regions) and reduced (2,796 regions) accessibility across the isogenic models. Specifically, in IRF4C99R cells, the accessibility of flanking regions at specific EICE- and canonical/non-canonical AICE-motifs were elevated but clearly reduced at ISRE motifs. The direct IRF4 binding to these distinct motifs was validated by IRF4 ChIP-seq. In line with these results, differential gene expression analysis revealed down-regulation of key regulators of plasma cell differentiation such as PRDM1 and interferon gamma (IFNγ) signaling-related genes such as TNIK in IRF4C99R cells, both genes were regulated by IRF4 at ISRE DNA motifs. Conversely, a key cytokine in PMBCL CCL17 (TARC) was upregulated at both the mRNA and protein levels in IRF4C99R cells, as validated by qPCR and ELISA, respectively. Previous studies reported downregulation of TARC by IFNγ signaling, a finding that we reproduced by IFNγ stimulation experiments in our PMBCL models. Moreover, we showed that inhibition of TNIK abrogated IFNγ-mediated downregulation of TARC, demonstrating a mechanistic link between IRF4C99R and increased TARC expression. Finally, we found the receptor tyrosine kinase encoding gene EPHB1, regulated at both EICE and AICE motifs, was the highest upregulated gene in IRF4C99R cells (adj. p<0.01). Of note, the higher expression of both TARC and EPHB1 mRNA in primary PMBCL tumors carrying the IRF4C99R (n=3) compared to IRF4WT (n=63) were validated by Illumina Whole-Genome DASL assay. We next performed in vitro binding assays and found EPHB1 specifically interacts with the membrane-bound ligand Ephrin-B2. Functional studies showed Ephrin B2-mediated adhesion and migration were significantly increased in IRF4C99R cells. Moreover, we retrovirally engineered Eu-Myc mouse lymphoma cells to overexpress EPHB1 in an in-vivo syngeneic model. After intraperitoneal injection into C57BL6 mice, the cells with EPHB1 overexpression promoted enhanced tumor growth with increased infiltration of spleen, liver and thymus. Finally, sc transcriptome analysis showed significantly higher EPHB1 expression in primary PMBCL tumor cells with the IRF4C99R mutation (n=2, p<0.001) as compared to cases with IRF4WT (n=2), and the expression was rarely detected in normal B cells. Ephrin-B2 ligand expression was detectable in the endothelial cells of PMBCL tumors. Conclusion: Our findings highlight pleiotropic effects of the heterozygous IRF4C99R mutation leading to hallmarks of PMBCL lymphomagenesis including a plasmacytic differentiation block, upregulation of the key cytokine TARC, and providing a potential explanation of disease specific tropism through the Ephrin-B2/EPHB1 axis.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

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)0.0010.000

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 head0.007
GPT teacher head0.244
Teacher spread0.237 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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".

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Citations0
Published2024
Admission routes1
Has abstractyes

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