Bibliographic record
Abstract
The factors contributing to the establishment of the steady state Golgi pH (pH(G)) were studied in intact and permeabilized mammalian cells by fluorescence ratio imaging. Retrograde transport of the nontoxic B subunit of verotoxin 1 was used to deliver pH-sensitive probes to the Golgi complex. To evaluate whether counter-ion permeability limited the activity of the electrogenic V-ATPase, we determined the concentration of K(+) in the lumen of the Golgi using a null point titration method. The [K(+)] inside the Golgi was found to be close to that of the cytosol, and increasing its permeability had no effect on pH(G). Moreover, the capacity of the endogenous counter-ion permeability exceeded the rate of H(+) pumping, implying that the potential across the Golgi membrane is negligible and has little influence on pH(G). The V-ATPase does not reach thermodynamic equilibrium nor does it seem to be allosterically inactivated at the steady state pH(G). In fact, active H(+) pumping was detectable even below the resting pH(G). A steady state pH was attained when the rate of pumping was matched by the passive backflux of H(+) (equivalents) or "leak." The nature of this leak pathway was investigated in detail. Neither vesicular traffic nor H(+)/cation antiporters or symporters were found to contribute to the net loss of H(+) from the Golgi. Instead, the leak was sensitive to voltage changes and was inhibited by Zn(2+), resembling the H(+) conductive pathway of the plasma membrane. We conclude that a balance between an endogenous leak, which includes a conductive component, and the H(+) pump determines the pH at which the Golgi lumen attains a steady state.
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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 | 0.001 |
| 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 | 0.001 |
| Open science | 0.000 | 0.001 |
| 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".