Structure and function of the human Na<sup>+</sup>/H<sup>+</sup>exchanger isoform 1
Bibliographic record
Abstract
Sodium proton exchangers (NHEs) constitute a large family of polytopic membrane protein transporters found in organisms across all domains of life. They are responsible for the exchange of protons for sodium ions. In archaea, bacteria, yeast and plants they provide increased salt tolerance by removing sodium in exchanger for extracellular protons. In humans they have a host of physiological functions, the most prominent of which is removal of intracellular protons in exchange for extracellular sodium. Human NHE is also involved in heart disease, cell growth and in cell differentiation. NHE's physiological roles and the intriguing pathological consequences of their actions, make them a very important target of structural and functional studies. There are nine isoforms identified to date in humans. This review provides a brief overview of the human NHE's physiological and pathological roles and cellular/tissue distribution, with special attention to the exemplar member NHE1. A summary of our knowledge to date of the structure and function of NHE1 is included focusing on a discussion of the recent discrepancies reported on the topology of NHE1. Finally we discuss a newly discovered relative of the NHE1 isoform, the Na(+)/Li(+) exchanger, focusing on its predicted topology and its potential roles in disease.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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".