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Record W2302480850 · doi:10.1182/blood.v122.21.821.821

A New Form Of Therapeutic Resistance: Drug Glucuronidation Regulated By The Sonic Hedgehog Factor Gli1

2013· article· en· W2302480850 on OpenAlexaff
Hiba Ahmad Zahreddine, Biljana Culjkovic‐Kraljacic, Sarit Assouline, Abdellatif Amri, Patrick Gendron, Andrea A. Romeo, Stephen Morris, James B. Jaquith, Gregory Cormack, Eftihia Cocolakis, Julie Bergeron, Leandro Cerchietti, Brian Leber, Wilson H. Miller, Katherine L. B. Borden

Bibliographic record

VenueBlood · 2013
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicHedgehog Signaling Pathway Studies
Canadian institutionsMcGill UniversityAegera Therapeutics (Canada)Jewish General HospitalHôpital Maisonneuve-RosemontUniversité de MontréalMcMaster University Medical CentreInstitute for Research in Immunology and Cancer
Fundersnot available
KeywordsEIF4EBiologyCancer researchRibavirinDrug resistanceInitiation factorPharmacologyTranslation (biology)GeneBiochemistryGeneticsMessenger RNA

Abstract

fetched live from OpenAlex

Abstract Despite many recent successes in the treatment of cancer, the development of chemoresistance in many of the initially responding patients, and primary resistance in others, remains a major impediment in therapy development. Our studies provide evidence for a novel mechanism underlying drug resistance: Gli1 dependent drug glucuronidation. While carrying out a Phase II clinical trial of targeting the eukaryotic translation initiation factor eIF4E with ribavirin in M4/M5 subtypes of AML, we observed that all responding patients eventually became clinically and molecularly resistant. To understand the cause of this resistance, we generated ribavirin resistant cell lines. In these models, ribavirin no longer targeted eIF4E activity or impaired growth, and importantly, the ability of ribavirin to bind eIF4E was severely impaired. However, the eIF4E gene was not mutated and its protein levels were not altered. The cell lines could be divided into two groups: type I with a defect in drug uptake and type II with a normal uptake. In type I resistant cells, we observed a substantial reduction in levels of Adenosine Kinase (ADK) an enzyme that catalyzes the rate limiting step in the metabolic activation of ribavirin allowing its retention in the cells. We used RNA Sequencing to examine the molecular underpinnings of type II resistance. Our data revealed a drastic increase in the levels of Gli1. In stably overexpressing cells, Gli1 was sufficient to produce the same resistance phenotype that we observed for type II cell models, both molecularly and at the level of cell growth. In addition, Gli1 overexpression correlated with the loss of drug-to-target interaction, as observed by our eIF4E immunoprecipitation studies using 3H-Ribavirin, similarly to the resistant cell lines. Conversely, Gli1 knockdown in type II cells or its pharmacological inhibition with the FDA approved Gli1 inhibitor GDC0449/Vismodegib, restored the eIF4E-ribavirin interaction and re-sensitized these cells to ribavirin. Our subsequent studies revealed a close correlation between Gli1 expression and the protein levels of the UGT1A glucuronosyl transferase enzymes involved in phase II drug metabolism whereby xenobiotics or metabolites are modified by the addition of a sugar, glucuronic acid. Given these findings, we examined whether the loss of the eIF4E interaction in resistant cells was due to the glucuronidation of ribavirin. Using 13C/12C ribavirin and mass spectrometry, we observed glucuronidated forms of ribavirin in resistant cells and cells overexpressing Gli1 but not in parental cells and that ribavirin is glucuronidated on its triazole ring which binds eIF4E. Treatment of cells with the Gli1 inhibitor GDC0449 reduces UGT1A levels, and correlates with reduced levels of ribavirin-glucuronides and the re-emergence of ribavirin-eIF4E complexes. We further hypothesized that the type II resistant cells could be resistant to other drugs. We observe that our ribavirin resistant cell lines are also resistant to the cornerstone of AML therapy, cytarabine. GDC0449/Vismodegib treatment reverts resistance to cytarabine in these cells. Preliminary studies indicate that these cells are also resistant to azacytidine and cisplatin. This is particularly striking as these cells were never exposed to these compounds. Thus, this could represent a novel form of multi-drug resistance. To establish the clinical relevance of our findings to patients in our AML ribavirin trial, we examined features of type I and type II resistance. Out of 10 patient samples available for evaluation, all six responding patient specimens showed elevated Gli-1 mRNA levels, up to 26 fold, upon relapse relative to levels during response. For most, the ratio of Gli1 during response relative to at relapse was about 2-4 fold with some patients up to 10 fold. For the two patients examined that did not respond, both had highly elevated Gli-1 levels prior to treatment relative to healthy individuals, and this was not lowered after 28 days of ribavirin treatment. We also noted elevated UGT1A protein levels upon relapse in our patient population. Type I resistance was observed in only two patients whereas Gli1 and UGT1A were dysregulated at relapse in all patients examined. In summary, we identified a novel form of drug resistance: Gli1 dependent drug glucuronidation. Treatment with Gli1 inhibitors appears to be a promising avenue for overcoming this form of drug resistance. Disclosures: No relevant conflicts of interest to declare.

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 score0.008
Threshold uncertainty score0.417

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 head0.009
GPT teacher head0.220
Teacher spread0.212 · 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".

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Citations0
Published2013
Admission routes1
Has abstractyes

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