Identification of Functional Amino Acids in the Nramp Family by a Combination of Evolutionary Analysis and Biophysical Studies of Metal and Proton Cotransport <i>in Vivo</i>
Bibliographic record
Abstract
The natural resistance-associated macrophage protein (Nramp) family is functionally conserved in bacteria and eukarya; Nramp homologues function as proton-dependent membrane transporters of divalent metals. Sequence analyses indicate that five phylogenetic groups comprise the Nramp family, three bacterial and two eukaryotic, which are distinct from a more distantly related group of microbial sequences (Nramp outgroup). The Nramp family and outgroup share many conserved residues, suggesting they derived from a common ancestor and raising the possibility that the residues invariant in the Nramp family that correspond to residues which are different but also conserved in the outgroup represent candidate sites of functional divergence of the Nramp family. Four Nramp family-specific residues were identified within transmembrane domains 1, 6, and 11, and replaced by the corresponding invariant outgroup residues in the Escherichia coli Nramp ortholog (the proton-dependent manganese transporter, MntH of group A, EcoliA). The resulting mutants (Asp(34)Gly, Asn(37)Thr, His(211)Tyr, and Asn(401)Gly) were tested for both divalent metal uptake and proton transport; quasi-simultaneous analyses of uptake of metals and protons revealed for the first time protons and metals cotransport by a bacterial Nramp homologue. Additional mutations were studied for comparison (Asp(34)Asn, Asn(37)Asp and Asn(37)Val, Asn(401)Thr, His(211)Ala, His(216)Ala, and His(216)Arg). EcoliA activity was impaired after each of the Nramp/outgroup substitutions, as well as after more conservative replacements, showing that the tested sites are all important for metal uptake and metal-dependent H(+) transport. It is proposed that co-occurrence of these four Nramp-specific transmembrane residues may have contributed to the emergence of this family of metal and proton cotransporters.
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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 | 0.000 |
| 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) | 0.000 | 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".