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Record W4405039205 · doi:10.1182/blood-2024-210432

Inhibition of Peroxisome Proliferation-Activated Receptor Delta (PPARδ) Selectively Kills Acute Myeloid Leukemia Cells

2024· article· en· W4405039205 on OpenAlexaff
Yingying Yang, Ekaterina Parfenova, Nikolina Vrdoljak, Mark D. Minden, Jessica Luc, Andrew C. Doxey, Paul A. Spagnuolo

Bibliographic record

VenueBlood · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPeroxisome Proliferator-Activated Receptors
Canadian institutionsPrincess Margaret Cancer CentreUniversity of WaterlooUniversity of TorontoUniversity Health NetworkUniversity of Guelph
Fundersnot available
KeywordsMyeloid leukemiaCancer researchReceptorMyeloidBiologyPeroxisome proliferator-activated receptor deltaImmunologyNuclear receptorBiochemistryTranscription factorGene

Abstract

fetched live from OpenAlex

Acute myeloid leukemia (AML) is a devastating hematological malignancy with limited therapeutic options and poor survival outcomes. Therefore, developing novel and selective anti-AML therapies are needed. Our group recently identified 6-methoxydihydroavicine (6ME), a benzophenanthridine alkaloid commonly found in the Papaveraceae family, as a novel and selective anti-AML drug that binds to and inhibits peroxisome proliferation-activated receptor delta (PPARδ). PPARδ, along with the other two PPAR isoforms, PPARα and PPARγ, belongs to a family of ligand-dependent transcription factors that regulate a variety of important genes involved in various biological pathways, including glucose and lipid homeostasis, inflammation, proliferation, and differentiation. While PPARα and PPARγ have been extensively characterized in leukemia, little is known about PPARδ. Here, we show that 6ME is a novel and selective anti-AML molecule that targets the PPARδ-FAO pathway, suggesting PPARδ may be a potential therapeutic target for AML treatment. 6ME suppressed clonogenic growth of patient-derived AML cells (IC50: 2.025 ± 0.187 μM) while having no effect on normal hematopoietic cells. In mouse engraftment studies, where patient-derived AML cells are engrafted into the mouse bone, 6ME (5 mg/kg, three times/week for 4 weeks) was given after a 3-week post-transplantation of patient cells into immunocompromised mice, once bone marrow aspirate engraftment was confirmed. The subsequent 4-week treatment with 6ME significantly reduced patient-derived AML cell engraftment in mouse bone marrow by about 45% (p<0.0001) without imparting toxicity. Using published computational methods, the family of PPAR transcription factors were identified as potential targets of 6ME. To confirm this potential mechanism, cell-based luciferase reporter assays, immunoblotting and co-immunoprecipitation (co-IP) coupled with ultra-high performance liquid chromatography (UHPLC) assay were performed to confirm that 6ME bound to PPARδ and inhibited its activity. To further study this interaction, we quantified downstream targets of PPARδ-transcriptional activity in 6ME-treated AML cells by immunoblotting; this showed that PPARδ-related genes including CD36, CPT2, UCP3, and PPARδ itself were significantly reduced by 6ME. Finally, shRNA-mediated PPARδ knockdown (KD) AML cells were created to probe the functional impact of PPARδ in AML cells. As expected, PPARδ KD AML cells were much less sensitive to 6ME, and those cells with reduced PPARδ resulted in a similar pattern of protein changes to that of 6ME-treated cells. As 6ME reduced levels of CD36, CPT2, UCP3, and PPARδ, which are all essential proteins involved in fatty acid oxidation (FAO), we measured FAO in AML cells using high-resolution respirometry. When provided with an FAO substrate (palmitate-BSA), 6ME significantly hindered oxygen flux of intact AML cells, indicating that 6ME impairs FAO-supported mitochondrial respiration. Similarly, treatment with a PPARδ antagonist (i.e., GSK0660) but not an agonist (i.e., GW0742), also resulted in the inhibition of FAO-supported intact AML cell respiration, suggesting 6ME targets PPARδ to impair mitochondrial FAO. Taken together, our 6ME targets the PPARδ-FAO pathway and may open a new avenue for therapeutic targeting in the treatment of AML.

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 score0.001
Threshold uncertainty score0.003

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 integrity0.0000.001
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 head0.006
GPT teacher head0.227
Teacher spread0.221 · 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".

Quick stats

Citations1
Published2024
Admission routes1
Has abstractyes

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