HSP60 chaperone deficiency disrupts the mitochondrial matrix proteome and dysregulates cholesterol synthesis
Bibliographic record
Abstract
Summary Mitochondrial proteostasis is critical for cellular function and survival. HSP60 is a molecular chaperone that interacts with more than 260 mitochondrial matrix proteins to assist in their folding and few genetic variants of HSP60 are compatible with life. The few reported human patients with HSP60 variants show phenotypes of neurodevelopmental delay associated with brain hypomyelination. It is currently unknown how deficiency of the HSP60 links to hypomyelination. Here, we studied the onset and progression of HSP60 deficiency in: (1) a HSP60 mutation-inducible cell system, (2) skin fibroblasts from patients with disease-associated HSP60 variants, and (3) zebrafish HSP60 knockout larvae. Collectively, we show how HSP60 deficiency leads to pervasive dysfunctions: (1) downregulated mitochondrial matrix proteome, (2) transcriptional activation of cytosolic stress responses, (3) and lipid accumulation with dysregulated cholesterol biosynthesis. In zebrafish larvae HSP60 deficiency induced early developmental abnormalities. Our comprehensive data identifies HSP60 as a master regulator of mitochondrial proteostasis and suggests a pivotal effect of HSP60 dysfunction on myelination through dysregulation of cholesterol biosynthesis. Highlights HSP60 deficiency disrupts mitochondrial matrix proteins activating stress responses Disrupted matrix proteome impairs catabolism causing acetyl-CoA shortage HSP60 deficiency dysregulates cytosolic cholesterol synthesis Hsp60 deficiency causes developmental abnormalities in zebrafish larvae Dysregulated cholesterol synthesis links HSP60 deficiency to hypomyelination Graphical abstract
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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) | 0.000 | 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 | 0.001 |
| 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".