Reconstitution of human peroxisomal β-oxidation in yeast
Bibliographic record
Abstract
We report the permanent introduction of the human peroxisomal β-oxidation enzymatic machinery required for straight chain degradation of fatty acids into the yeast, Saccharomyces cerevisiae. Peroxisomal β-oxidation encompasses four sequential reactions that are confined to three enzymes. The genes encoding human acyl-CoA oxidase 1, peroxisomal multifunctional enzyme type 2 and 3-ketoacyl-CoA thiolase were introduced into the genomic loci of their yeast gene equivalents. The human β-oxidation genes were individually tagged with sequence coding for GFP and expression of the protein chimeras as well as their targeting to peroxisomes was confirmed. Functional complementation of the β-oxidation pathway was assessed by growth on media containing fatty acids of different chain lengths. Yeast cells exhibited distinctive substrate specificities depending on whether they expressed the human or their endogenous β-oxidation machinery. The genetic engineering of yeast to contain a 'humanized' organelle is a first step for the in vivo study of human peroxisome disorders in a model organism.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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 teacher head, 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".