The Phosphatidylinositol 3-Kinase/Akt Cassette Regulates Purine Nucleotide Synthesis
Bibliographic record
Abstract
The phosphatidylinositol 3-kinase (PI3K)/Akt signaling pathway is highly conserved throughout evolution and regulates cell size and survival and cell cycle progression. It regulates the latter by stimulating procession through G(1) and the G(1)/S phase transition. Entry into S phase requires an abundant supply of purine nucleotides, but the effect of the PI3K/Akt pathway on purine synthesis has not been studied. We now show that the PI3K/Akt cassette regulates both de novo and salvage purine nucleotide synthesis in insulin-responsive mouse mesenchymal cells. We found that serum and insulin stimulated de novo purine synthesis in serum-starved cells largely through PI3K/Akt signaling, and pharmacologic and genetic inhibition of PI3K/Akt reduced de novo synthesis by 75% in logarithmically growing cells. PI3K/Akt regulated early steps of de novo synthesis by modulating phosphoribosylpyrophosphate production by the non-oxidative pentose phosphate pathway and late steps by modulating activity of the bifunctional enzyme aminoimidazole-carboxamide ribonucleotide transformylase IMP cyclohydrolase, an enzyme not previously known to be regulated. The effects of PI3K/Akt on purine nucleotide salvage were likely through regulating phosphoribosylpyrophosphate availability. These studies define a new mechanism whereby the PI3K/Akt cassette functions as a master regulator of cellular metabolism and a key player in oncogenesis.
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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) | 0.001 | 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".