SLC3A2 N-glycosylation and alternate evolutionary trajectories for amino acid metabolism
Bibliographic record
Abstract
ABSTRACT SLC3A2 (4F2hc, CD98) is an adaptor to the SLC7A exchangers and has undergone extensive repositioning of N-glycosylation sites with vertebrate evolution, presumably in synchrony with the species-specific demands of metabolism. The SLC3A2*SLC7A5 heterodimer imports essential amino acids (AA) and thereby stimulates mTOR signaling, while SLC3A2*SLC7A11 imports cystine required for glutathione synthesis and mitigation of oxidative stress. Analysis of SLC3A2 N-glycans revealed stable site-specific profiles of Golgi remodeling, apart from the conserved N365 site where branching and poly-N-acetylglucosamine content were sensitive to the insertion of lost ancestral sites and to metabolism. N-glycans at N381 and N365 stabilized SLC3A2 in the galectin lattice and opposed endocytosis, while N365 which is nearest the membrane, also promoted down-regulation by galectin-driven clathrin-independent endocytosis (glycolipid-lectin GL-Lect). This is the first report of both positive and negative regulation by galectin binding to N-glycans that are strategically positioned in the same membrane glycoproteins. Proteomics analysis in SLC3A2 mutant HeLa cells with induced re-expression of SLC3A2 as bait revealed the canonical non-N-glycosylated interactors, SLC7A5 and SLC7A11 exchangers, but also AA transporters that were dependent on SLC3A2 N-glycosylation, and are themselves, N-glycosylated AA/Na + symporters (SLC7A1, SLC38A1, SLC38A2, SLC1A4, SLC1A5). The results suggest that the N-glycans on SLC3A2 regulate clustering of SLC7A exchangers with AA/Na + symporters, thereby promoting Gln/Glu export-driven import of essential AA and cystine, with the potential to adversely impact redox balance. The evolution of modern birds (Neoaves) led to improved control of bioenergetics with the loss of genes including SLC3A2, SLC7A-5, -7, -8, -10, BCAT2, KEAP1, as well as duplications of SLC7A9, SLC7A11 and the Golgi branching enzymes MGAT4B and MGAT4C known to enhance affinities for galectins. Analyzing the fate of these and other genes in the down-sized genomes of birds, spanning ∼10,000 species and >100 Myr of evolution, may reveal the mystery of their longevity with prolonged vitality. Key Points Golgi N-glycan remodeling at each site on SLC3A2 differs with the microenvironment. The galectin lattice and GL-Lect mediated endocytosis act as opposing forces on trafficking, controlled by N-glycans at the distal N381 and membrane proximal N365 sites, respectively. Mutation at N381 or N365 decreased SLC3A2 association with SLC7A5, SLC7A11 and N-glycosylated AA/Na + symporters as well as the capacity to mitigate stress. Clustering of SLC3A2*SLC7A exchangers, with AA/Na + symporter and ATPase Na + /K + exchanger promotes growth but continuously consumes ATP in non-proliferating cells. Bird evolution has improved bioenergetics with the deletion of SLC3A2 and associated transporters; - replaced by transporters of keto acids and a re-enforced galectin lattice. Abstract Figure
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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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".