SUMOylation of ABCD3 restricts bile acid synthesis and regulates metabolic homeostasis
Bibliographic record
Abstract
Abstract Mitochondrial anchored protein ligase (MAPL) has been shown to function as both a SUMO and ubiquitin ligase with multiple roles in mitochondrial quality control, cell death pathways and inflammation. To examine the global function of MAPL we generated a knock-out mouse model and sought functional insight through unbiased BioID, transcriptomics and metabolic analysis. MAPL KO mice are lean and highly insulin sensitive, ultimately developing fully penetrant, spontaneous hepatocellular carcinoma after 18 months. BioID revealed the peroxisomal bile acid transporter ABCD3 as a primary MAPL interacting partner, which we show is SUMOylated in a MAPL-dependent manner. MAPL KO animals showed increased bile acid secretion in vivo and in isolated primary hepatocytes, along with robust compensatory changes in the expression of enzymes synthesizing and detoxifying bile acid. In addition, MAPL KO livers showed signs of ER stress and secreted high levels of Fgf21, the starvation hormone known to drive the reduction of white fat stores and promote insulin sensitivity. Lastly, during aging all MAPL KO mice developed hepatocellular carcinomas. These data reveal a major function for MAPL in the regulation of bile acid synthesis leading to profound changes in whole body metabolism and the ultimate generation of liver cancer when MAPL is lost.
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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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".