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Tafazzin (TAZ) Regulates the Differentiation of AML Cells By Reducing Levels of the Phospholipid Phosphatidylethanolamine

2017· article· en· W3087908385 on OpenAlexaff
Ayesh K. Seneviratne, Juan J. Aristizabal Henao, Guozhou Xu, Rose Hurren, Sejin Kim, Neil MacLean, Xioaming Wang, Mingjing Xu, Val Fajado, Zhenyue Hao, Marcela Gronda, Danny V. Jeyaraju, Raphaël Chouinard‐Watkins, Caitlin Schafer, Paul J. LeBlanc, Zaza Khuchua, Richard P. Bazinet, Steven M. Claypool, Ken D. Stark, Aaron D. Schimmer

Bibliographic record

VenueBlood · 2017
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicRNA Interference and Gene Delivery
Canadian institutionsBrock UniversityPrincess Margaret Cancer CentreUniversity of WaterlooUniversity of TorontoUniversity Health Network
Fundersnot available
KeywordsBiologyGene knockdownHaematopoiesisStem cellCardiolipinMolecular biologyCell biologyLeukemiaCancer researchApoptosisImmunologyGenetics

Abstract

fetched live from OpenAlex

Abstract AML cells have unique mitochondrial characteristics with an increased reliance on mitochondrial metabolism and oxidative phosphorylation. To identify new biological vulnerabilities in the mitochondria of AML, we conducted a CRISPR knockout screen. CAS9-overexpressing human OCI-AML2 leukemia cells were transduced with a library of 91,320 sgRNAs in barcoded lentiviral vectors targeting 17,237 nuclear-encoded genes. Cells were harvested, genomic DNA was isolated, and the relative abundance of sgRNAs were determined by sequencing barcodes 14 days after puromycin selection. We focused on the sgRNAs targeting the 1050 mitochondrial proteins to identify targets in the mitochondrial proteome whose knockout reduced AML growth and viability. The cardiolipin remodeling enzyme tafazzin (TAZ) was among the top 1% of mitochondrial hits. Using individual sgRNA, we confirmed that knockout of TAZ reduced the growth of CAS9-OCI-AML2 cells by >70%, thus validating the findings from our screen. We also knocked down TAZ with 2 independent shRNA and demonstrated reductions in growth and viability of a panel of AML cells: OCI-AML2 (>80%), TEX (>50%), K562 (>50%), and U937 (>40%). Moreover, TAZ knockdown significantly reduced the engraftment of TEX leukemia cells in vivo by 80%, indicating that TAZ-knockdown reduces AML growth in vivo and can target leukemia initiating cells. In contrast, knockdown of TAZ in mouse models did not impair normal hematopoiesis nor reduced the abundance of hematopoietic stem cells, although more subtle defects in the hematopoietic stem cells might explain transient episodes of neutropenia seen in Barth's syndrome, a congenital condition associated with X-linked TAZ mutations. TAZ is responsible for the majority of Cardiolipin (CL) remodeling under physiological conditions. As expected the knockdown of TAZ in both AML and normal mouse hematopoietic cells increased the substrate (monlysocardiolipin) to product (CL) ratio of TAZ. CL is required for the proper localization, and efficient function of, respiratory chain enzymes. However, in AML cells, knockdown of TAZ did not alter respiratory chain complex activity, basal oxygen consumption, or respiratory chain reserve capacity. Recent studies have shown that mitochondrial pathways can regulate cell fate and differentiation independent of their effects on oxidative phosphorylation. Therefore, we examined changes in AML cell differentiation after TAZ knockdown. Knockdown of TAZ promoted the differentiation of AML cells as evidenced by increased non-specific esterase staining and increased CD11b expression on the cell surface. In breast cancer cells decreasing phosphatidylethanolamine (PE) levels, induced the differentiation of these cells. As TAZ regulates phospholipid remodeling, therefore we measured levels of PE and phosphatidylserine (PS) after TAZ-knockdown by spot densitometry. Interestingly, knockdown of TAZ in OCI-AML2 cells decreased PE and increased PS lipid levels. To determine whether alterations in PE and PS phospholipids are functionally important for differentiation of AML cells, we treated AML cells with MMV007285, an inhibitor of the phosphatidylserine decarboxylase (PISD), an enzyme that converts PS to PE. MMV007285 mimicked the effects of TAZ-knockdown and increased differentiation of OCI-AML2 and 8227 AML cells. In summary, the cardiolipin remodeling enzyme TAZ regulates the differentiation of AML cells by controlling levels of PS and PE, thereby highlighting a new mechanism by which phospholipids and mitochondrial enzymes regulate AML cell fate and differentiation. Moreover, PISD inhibition may be a novel therapeutic strategy to selectively promote the differentiation of AML. 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 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 score0.004

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 head0.010
GPT teacher head0.225
Teacher spread0.215 · 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
Published2017
Admission routes1
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