Neuronally expressed a‐series gangliosides are sufficient to prevent the lethal age‐dependent phenotype in GM3‐only expressing mice
Bibliographic record
Abstract
Abstract Gangliosides are expressed on plasma membranes throughout the body and enriched in the nervous system. A critical role for complex a‐ and b‐series gangliosides in central and peripheral nervous system ageing has been established through transgenic manipulation of enzymes in ganglioside biosynthesis. Disrupting GalNAc‐transferase (GalNAc‐T), thus eliminating all a‐ and b‐series complex gangliosides (with consequent over‐expression of GM3 and GD3) leads to an age‐dependent neurodegeneration. Mice that express only GM3 ganglioside (double knockout produced by crossing GalNAc‐T −/− and GD3 synthase −/− mice, Dbl KO ) display markedly accelerated neurodegeneration with reduced survival. Degenerating axons and disrupted node of Ranvier architecture are key features of complex ganglioside‐deficient mice. Previously, we have shown that reintroduction of both a‐ and b‐series gangliosides into neurons on a global GalNAcT −/− background is sufficient to rescue this age‐dependent neurodegenerative phenotype. To determine the relative roles of a‐ and b‐series gangliosides in this rescue paradigm, we herein reintroduced GalNAc‐T into neurons of Dbl KO mice, thereby reconstituting a‐series but not b‐series complex gangliosides. We assessed survival, axon degeneration, axo–glial integrity, inflammatory markers and lipid‐raft formation in these Rescue mice compared to wild‐type and Dbl KO mice. We found that this neuronal reconstitution of a‐series complex gangliosides abrogated the adult lethal phenotype in Dbl KO mice, and partially attenuated the neurodegenerative features. This suggests that whilst neuronal expression of a‐series gangliosides is critical for survival during ageing, it is not entirely sufficient to restore complete nervous system integrity in the absence of either b‐series or glial a‐series gangliosides. image
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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 | 0.000 | 0.005 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".