Abstract 1123: AML cells have low reserve capacity in their respiratory chain complexes leading to increased sensitivity to palmitate-induced cell death
Bibliographic record
Abstract
Abstract Mitochondria contain their own DNA that encodes 13 proteins that comprise the respiratory chain. Recently we demonstrated that inhibiting mitochondrial protein synthesis is preferentially cytotoxic to AML cells and stem cells over normal hematopoietic stem cells due to dysregulated mitochondrial biogenesis in AML. Given the dysregulated mitochondrial biogenesis in primary AML cells, we examined the activity of the respiratory chain complexes in primary AML and normal PBSCs. The enzymatic activity of the respiratory chain complexes were equivalent between primary AML cell and normal hematopoietic cells. We then evaluated the reserve capacity of the respiratory chain complexes. Primary AML cells (n=11) and PBSCs (n =5) were treated with increasing concentrations of chemical respiratory complex inhibitors and the effects on oxygen consumption were measured using the 96-well Seahorse XF Extracellular Flux (XF) Analyzer. AML cells with increased mitochondrial mass displayed heightened sensitivity to the complex inhibitors and less reserve capacity in the respiratory complex compared to normal hematopoietic cells. For example, the mean concentration of the complex III inhibitor antimycin required to reduce oxygen consumption by 50% in primary AML cells was 13.7 ± 1.6 nM vs 29.0 ± 2.4 nM (p=0.0007) for normal hematopoietic cells. Thus, small reductions in the enzyme activity of the respiratory complexes produced greater reductions in oxygen consumption in AML cells compared to normal hematopoietic cells. The reduced capacity of the respiratory chain in primary AML cells highlighted a potential therapeutic approach. We speculated that increasing electron flux through the respiratory chain would preferentially overwhelm the capacity of the complexes in AML cells. To test this strategy, AML cell lines and primary AML samples were treated with increasing concentrations of the fatty acid substrate palmitate to increase the production of Acetyl-CoA and increase flux of electrons through the respiratory chain. Treatment of AML cells with palmitate transiently increased oxygen consumption. However, by 4 hours after treatment, reactive oxygen species increased, oxygen consumption decreased and cell death ensued. In contrast, cell lines with greater reserve capacity including normal hematopoietic cells displayed no change in oxygen consumption, reactive oxygen species or cell viability after palmitate treatment. Thus, we have demonstrated that AML cells have reduced reserve capacity in their respiratory chain leading to heightened sensitivity to reductions in respiratory complexes by inhibiting mitochondrial protein synthesis. The reduced reserve capacity also heightens their sensitivity to increased electron flux through the respiratory chain. As such, targeting the aberrant metabolism of AML may be a novel therapeutic strategy. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 1123. doi:1538-7445.AM2012-1123
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".