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Record W4310118179 · doi:10.1182/blood-2022-167088

Targeting a Highly Deregulated eIF4F Translation Initiation Complex Sensitises IM-Resistant Cells to Tyrosine Kinase Inhibitors and Effectively Suppresses BCR-ABL1 Protein Expression

2022· article· en· W4310118179 on OpenAlexaff
Ryan Yen, Lambert Yue, Steven Pelech, Xiaoyan Jiang

Bibliographic record

VenueBlood · 2022
Typearticle
Languageen
FieldMedicine
TopicChronic Myeloid Leukemia Treatments
Canadian institutionsTerry Fox Research InstituteKinexus Bioinformatics Corporation (Canada)University of British Columbia
Fundersnot available
KeywordsBiologyImatinib mesylateMolecular biologyNilotinibTyrosine kinaseMyeloid leukemiaCancer researchSignal transductionCell biologyImatinib

Abstract

fetched live from OpenAlex

Background We previously reported that Abelson helper integration site-1 (AHI-1) is highly deregulated in chronic myeloid leukemia (CML) leukemic stem cells (LSCs) and mediates tyrosine kinase inhibitor (TKI) resistance. AHI-1 physically interacts with BCR-ABL1 and its SH3 domain interacts with BCR-ABL1 substrates, like dynamin-2, which regulate leukemic properties of CML LSCs. However, the molecular and biological roles of AHI-1 and its interacting partners in mediating TKI resistance remain largely unknown. Objective To investigate the molecular functions of AHI-1 and its SH3 domain in regulation of TKI resistance, using advanced antibody microarray analysis. Methods A high content antibody microarray was performed in BCR-ABL1+ cells co-transduced with wild-type (WT) AHI-1 or the deletion of AHI-1 SH3 domain (SH3Δ) with or without imatinib (IM). Changes in antibody signals for protein expression or phosphorylation were determined using limma and pathway enrichment analysis by g:Profiler. eIF4G1 genetic inhibition by lentiviral-mediated shRNA or pharmacological inhibition by SBI-756, was performed in TKI-resistant cells to assay translation initiation activity by proximity ligation assay (PLA), o-propargyl-puromycin (OPP), and polysome profiling. Results The antibody microarray analysis revealed that WT AHI-1 cells have the greatest number of changes in the phospho-proteome and proteome compared to BCR-ABL1+ cells and AHI-1 SH3Δ cells with and without IM. Pathway enrichment analysis identified that the targets with significantly increased differential antibody signal after IM treatment in WT AHI-1 cells were related to the regulation of translation initiation complex (p < 0.0001). Interestingly, our RNA-seq dataset analysis further identified several eukaryotic initiation factor 4F (eIF4F) complex members to be significantly increased in CD34+ CML patient cells compared to normal bone marrow, particularly eIF4G1, the scaffold protein of the eIF4F complex (2-fold, p = 0.001). WT AHI-1 cells also showed increased expression and phosphorylation of eIF4G1 (>2-fold) and eIF4B (>2-fold), a cofactor that regulates the helicase activity of the eIF4F complex, and cyclin D3 (a downstream protein of eIF4F translational activity) as compared to BCR-ABL1+ cells, by immunoblotting. These results were similarly demonstrated in IM-resistant cells as compared to IM-sensitive cells (2-5-fold, p < 0.05). Mechanistically, eIF4G1 knockdown by shRNA impaired survival (5-fold, p < 0.0001) and increased TKI sensitivity in IM-resistant cells (p < 0.0021). These cells showed reduced levels of eIF4F complex formation by PLA assay (p = 0.013) and reduced protein expression of cyclin D3 (40%, p = 0.0036) and BCR-ABL1 (70%). Similarly, IM-resistant cells were more sensitive to SBI-756 treatment, an eIF4G1 inhibitor (50% reduction, p = 0.0001) than IM-sensitive cells (30% reduction); these effects were enhanced by a combination of SBI-756 and IM (80%, p < 0.02). Furthermore, SBI-756 treatment reduced PLA foci formation (p = 0.014) and global protein synthesis rates (p < 0.0001). Polysome profiling demonstrated that IM-resistant cells had higher levels of translation activity, which was inhibited by SBI-756 treatment. Most interestingly, SBI-756 treatment reduced protein expression of BCR-ABL1 (70%) and cyclin D3 (40%) in these cells. Conclusion We have uncovered that the eIF4F complex, the key regulator of the mRNA-ribosome recruitment phase of translation initiation, has increased activity in IM-resistant cells. eIF4G1 inhibitor treatment sensitises IM-resistant cells to TKI and reduces BCR-ABL1 protein expression, providing potential treatment strategies to overcome TKI resistance.

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

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)0.0020.001

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 head0.015
GPT teacher head0.240
Teacher spread0.225 · 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 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".

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Citations0
Published2022
Admission routes1
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