MétaCan
Menu
← Back to cohort
Record W4389246726 · doi:10.1182/blood-2023-178399

The Atpase Domain of LONP1 Is Necessary for Mitochondrial Protein Solubility and the Viability of Acute Myeloid Leukemia (AML) Cells

2023· article· en· W4389246726 on OpenAlexaff
Matthew Tcheng, Aaron D. Schimmer, Marcela Gronda, Rose Hurren, Shahbaz Khan, Lan-Xin Zhang, Chaitra Sarathy, Yongran Yan, Andrea Arruda, Thomas Kislinger, Mark D. Minden

Bibliographic record

VenueBlood · 2023
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMitochondrial Function and Pathology
Canadian institutionsPrincess Margaret Cancer CentreUniversity Health Network
Fundersnot available
KeywordsBiologyCell biologyMitochondrionHeat shock proteinMolecular biologyBiochemistryGene

Abstract

fetched live from OpenAlex

Compared to normal hematopoietic cells, we and others have shown that AML cells have a heightened reliance on oxidative phosphorylation and mitochondrial metabolism for survival and proliferation. To support this unique metabolic phenotype, we previously demonstrated that AML cells have increased import of nuclear-encoded mitochondrial proteins. These newly imported proteins must be properly folded by mitochondrial chaperones, proteases, and heat shock proteins, and failure to properly process and fold these precursors leads to protein aggregation, mitochondrial dysfunction, and cell death. To evaluate the reliance of AML cells on this family of mitochondrial chaperones, proteases, and heat shock proteins, we assessed their dependencies using the gene dependency datasets (eg: depmap.org). From this analysis, we identified the mitochondrial protease, LONP1, as the top hit, and among the top 10% of all essential genes for AML. Localized to the mitochondrial matrix, LONP1 is a nuclear encoded AAA+ serine protease. Proteins are unfolded by its ATPase domain and degraded by its serine-catalyzed proteolytic domain. Compared to normal hematopoietic cells, LONP1 mRNA was overexpressed in AML across three publicly available datasets. Compared to normal hematopoietic cells (n=8) and CD34+ cells (n=3), LONP1 protein was increased in 16/30 primary AML samples by immunoblotting. Using shRNA and CRISPR, LONP1 knockdown and knockout reduced the growth and viability of OCI-AML2, OCI-M2, NB4, and TEX cells. Genetic knockdown or knockout of LONP1 increased levels of insoluble, aggregated mitochondrial proteins as measured by mass spectrometry, proteostat fluorescence and confocal microscopy, and immunoblotting of soluble and insoluble protein fractions. LONP1 knockdown/knockout also reduced mitochondrial respiration, depolarized the mitochondria, and induced AML cell death. We next determined the domain of LONP1 that was necessary for mitochondrial protein solubility, mitochondrial function, and AML survival. We over-expressed wild type, ATPase dead (E591A), or proteolytically dead (S855A) LONP1 cDNA in OCI-AML2 cells and knocked down endogenous LONP1 with shRNA targeting the 3'UTR of the endogenous gene. We then measured mitochondrial protein solubility/aggregation, mitochondrial respiration and cell viability. Wild type LONP1 and the proteolytically dead (S855A) mutant, but not the ATPase mutant (E591A), rescued mitochondrial protein solubility, mitochondrial respiration and cell viability, thus demonstrating that the ATPase domain of LONP1 is necessary for these functions. Bardoxolone methyl (CDDO-Me) is a synthetic triterpenoid that inhibits the ATPase activity of LONP1 by binding to an allosteric site near the ATPase domain of the enzyme. CDDO-Me killed OCI-AML2 and NB4 cells with IC 50 values of 178.5±29.7 and 156.5±39.7 nM, respectively. CDDO-Me (200nM) also killed >50% of cells in 3 out of 4 high-LONP1 expressing primary AML patient samples, but 10 of 10 tested primary AML samples with low levels of LONP1 were insensitive to the drug. Likewise, CDDO-Me induced mitochondrial protein aggregation in OCI-AML2 cells and in a primary AML patient sample with high LONP1 expression, while a primary AML patient sample with undetectable LONP1 expression showed no protein aggregation. In summary, the mitochondrial serine AAA+ protease LONP1 is over-expressed in a subset of AML cells and primary samples. The ATPase domain is necessary for LONP1's function in maintaining mitochondrial protein solubility. Selective inhibition of this domain leads to mitochondrial protein aggregation, impaired mitochondrial respiration and AML cell death. Thus, inhibiting the ATPase domain of LONP1 may be a novel therapeutic strategy for 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)0.001
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 score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.002

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 head0.008
GPT teacher head0.233
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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueBlood→Same topicMitochondrial Function and Pathology→French-language works237,207→