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Record W3214768513 · doi:10.1182/blood-2021-154000

Validation of <i>NMT1</i> and <i>NMT2</i> As Novel Drug Targets in Adult Acute Myeloid Leukemia: Rationale for N-Myristoyltransferase Inhibition with Pclx-001 for Clinical Trials

2021· article· en· W3214768513 on OpenAlexaff
Jay M. Gamma, Aishwarya Iyer, Megan C. Yap, Zoulika Zak, Krista M. Vincent, Cassidy Ekstrom, Erwan Beauchamp, Lynne‐Marie Postovit, John R. Mackey, Naveen Pemmaraju, Gautam Borthakur, Joseph Brandwein, Luc G. Berthiaume

Bibliographic record

VenueBlood · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCancer, Lipids, and Metabolism
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMyristoylationBiologyMyeloid leukemiaCancer researchKinaseLeukemiaPharmacologyPhosphorylationCell biologyImmunology

Abstract

fetched live from OpenAlex

Abstract Background: N-terminal myristoylation is the transfer of the saturated fourteen carbon fatty acid myristate to an N-terminal glycine residue. This co- or post-translational protein modification promotes protein-protein and protein-lipid interactions and is essential for proper membrane localization and/or activity of up to 600 human intracellular proteins. N-myristoyltransferases (NMTs) are the enzymes responsible and two isoforms are found in humans. NMT1 (ubiquitous and essential for cell survival) and NMT2 (more variably expressed) differ in activity level and substrate specificities. NMT expression levels vary in some cancers, and with myristoylation being essential for activity of certain oncogenes including Src Family Kinases (SFKs). NMTs have therefore been proposed as an anti-cancer target. Dysregulation and oncogenic activity of SFKs occurs frequently in acute myeloid leukemia (AML), suggesting NMT inhibition could provide therapeutic benefit. PCLX-001 is a low nanomolar small molecule pan-NMT inhibitor with high oral bioavailability in clinical trials as once daily oral therapy for lymphoma and solid tumors. Methods and Results: Data from the TCGA Transcriptome database showed high NMT1 and low NMT2 were associated with reduced overall and event-free survival in adult AML, and high NMT1 - but not NMT2 - expression is associated with proliferative gene sets in AML cell lines. AML cell lines treated with PCLX-001 showed a significant reduction in total protein myristoylation, as well as reduced levels of SFK proteins and SFK phosphorylation. PCLX-001 induced apoptosis in AML cell lines and patient blasts at concentrations which spared a large proportion of peripheral blood lymphocytes and monocytes from healthy individuals. AML cell lines showed significant increase in BIP protein and ER stress in response to PCLX-001, along with caspase 3 cleavage. In an AML cell line derived xenograft (CDX) and two AML patient derived xenograft (PDX) series (n=1 DX for MV-4-11 and n=2 PDX), PCLX-001 monotherapy had dose-dependent anticancer activity and resulted in complete remissions in subcutaneous AML cell deposits. In tail-vein injection PDX models, PCLX-001 treatment resulted in up to 95% reduction of human CD45+ cells in peripheral blood and bone marrow. Conclusions: These findings validate NMT inhibition as a novel therapeutic strategy for AML. PCLX-001 preferentially targeted AML cells that rely on oncogenic activity of myristoylated proteins, inducing apoptosis and reducing leukemic burden. PCLX-001 warrants evaluation in clinical trials for adult AML. Disclosures Gamma: Pacylex Pharmaceuticals: Current holder of individual stocks in a privately-held company. Yap: Pacylex Pharmaceuticals: Current holder of individual stocks in a privately-held company, Patents & Royalties. Beauchamp: Pacylex Pharmaceuticals: Current Employment, Current holder of individual stocks in a privately-held company, Patents & Royalties. Mackey: Pacylex Pharmaceuticals, Inc.: Current holder of individual stocks in a privately-held company. Pemmaraju: Dan's House of Hope: Membership on an entity's Board of Directors or advisory committees; Abbvie Pharmaceuticals: Consultancy, Membership on an entity's Board of Directors or advisory committees, Other, Research Funding; Aptitude Health: Consultancy; Sager Strong Foundation: Other; Celgene Corporation: Consultancy; LFB Biotechnologies: Consultancy; Plexxicon: Other, Research Funding; MustangBio: Consultancy, Other; Roche Diagnostics: Consultancy; Daiichi Sankyo, Inc.: Other, Research Funding; DAVA Oncology: Consultancy; Cellectis S.A. ADR: Other, Research Funding; Springer Science + Business Media: Other; Stemline Therapeutics, Inc.: Consultancy, Membership on an entity's Board of Directors or advisory committees, Other, Research Funding; HemOnc Times/Oncology Times: Membership on an entity's Board of Directors or advisory committees; ASCO Leukemia Advisory Panel: Membership on an entity's Board of Directors or advisory committees; Samus: Other, Research Funding; ASH Communications Committee: Membership on an entity's Board of Directors or advisory committees; CareDx, Inc.: Consultancy; Novartis Pharmaceuticals: Consultancy, Other: Research Support, Research Funding; Incyte: Consultancy; Affymetrix: Consultancy, Research Funding; Protagonist Therapeutics, Inc.: Consultancy; Clearview Healthcare Partners: Consultancy; Blueprint Medicines: Consultancy; Bristol-Myers Squibb Co.: Consultancy; ImmunoGen, Inc: Consultancy; Pacylex Pharmaceuticals: Consultancy. Borthakur: Astex: Research Funding; Ryvu: Research Funding; Novartis: Consultancy, Membership on an entity's Board of Directors or advisory committees; Protagonist: Consultancy; ArgenX: Membership on an entity's Board of Directors or advisory committees; University of Texas MD Anderson Cancer Center: Current Employment; Takeda: Membership on an entity's Board of Directors or advisory committees; GSK: Consultancy. Brandwein: AbbVie: Honoraria; Jazz: Honoraria; Taiho: Honoraria; Astellas: Honoraria; Bristol Myers Squibb: Honoraria; Roche: Honoraria; Pfizer: Honoraria; Amgen: Honoraria. Berthiaume: Pacylex Pharmaceuticals, Inc.: Current holder of individual stocks in a privately-held company.

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)0.002
metaresearch head score (Gemma)0.001
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 score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
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 head0.026
GPT teacher head0.313
Teacher spread0.287 · 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

Citations2
Published2021
Admission routes1
Has abstractyes

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