MétaCan
Menu
Back to cohort
Record W4411148571 · doi:10.1080/19336950.2025.2513268

Structural and functional mapping of ion access pathways in the human K <sup>+</sup> -dependent Na <sup>+</sup> /Ca <sup>2+</sup> exchanger NCKX2 using cysteine scanning mutagenesis, thiol-modifying reagents, and homology modelling

2025· article· en· W4411148571 on OpenAlexafffund
Robert T. Szerencsei, Shitian Cai, Hristina R. Zhekova, Ali H. Jalloul, D. Peter Tieleman, Paul P. M. Schnetkamp

Bibliographic record

VenueChannels · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicIon channel regulation and function
Canadian institutionsUniversity of Calgary
FundersCanadian Institutes of Health ResearchAlliance de recherche numérique du CanadaCanada Research Chairs
KeywordsCysteineChemistryThiolMutagenesisIonReagentIon exchangeRadiochemistryBiochemistryMutationEnzymePhysical chemistryOrganic chemistry

Abstract

fetched live from OpenAlex

K+-dependent Na+/Ca2+ exchanger proteins (NCKX) are members of the CaCA superfamily with critical roles in vision, skin pigmentation, enamel formation, and neuronal functions. Despite their importance, the structural pathways governing cation transport remain unclear. To address this, we conducted a systematic study using cysteine scanning mutagenesis of human NCKX2 combined with the thiol-modifying reagents MTSET and MTSEA to probe the accessibility and functional significance of specific residues. We used homology models of outward-facing and inward-facing NCKX2 states and molecular dynamics (MD) simulations to compare and investigate residue accessibility in human NCKX2 based on the published structures of the archaeal NCK_Mj Na+/Ca2+ exchanger and the human NCX1 Na+/Ca2+ exchanger. Mutant NCKX2 proteins expressed in HEK293 cells revealed diverse effects of MTSET and MTSEA on Ca2+ transport. Of the 146 cysteine substitutions analyzed, 35 exhibited significant changes in Ca2+ transport activity upon treatment with MTSET, with 16 showing near-complete inhibition and six demonstrating increased activity. Residues within the cation binding sites and extracellular access channels were sensitive to modification, consistent with their critical role in ion transport, whereas intracellular residues showed minimal accessibility to MTSET but were inhibited by membrane-permeable MTSEA. Water accessibility maps from MD simulations corroborated these findings, providing a high-resolution view of water-accessible pathways. This study provides a comprehensive structural and functional map of NCKX2 ion access pathways, offering insights into the molecular basis of ion selectivity and transport. These findings highlight the key residues critical for cation binding and transport, advancing our understanding of the structural dynamics of NCKX2.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.065
GPT teacher head0.285
Teacher spread0.220 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueChannelsSame topicIon channel regulation and functionFrench-language works237,207