MétaCan
Menu
Back to cohort
Record W4410809520 · doi:10.1126/sciadv.adt9799

A robust expression system reveals distinct gating mechanisms and calmodulin regulation of Na <sub>V</sub> 1.9 channels

2025· article· en· W4410809520 on OpenAlexaff
Margaux Theys, Jolien De Waele, Sharang Garud, Katrien Willegems, Filip Van Petegem, Frank Bosmans

Bibliographic record

VenueScience Advances · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicIon channel regulation and function
Canadian institutionsUniversity of British Columbia
FundersVlaamse regering
KeywordsCalmodulinGatingHeterologous expressionBiophysicsIsothermal titration calorimetryElectrophysiologyChemistryDorsal root ganglionCell biologyBiologyNeuroscienceBiochemistryDorsumAnatomyRecombinant DNAGeneEnzyme

Abstract

fetched live from OpenAlex

Na V 1.9 is a voltage-gated Na + channel subtype with unique gating properties that are poorly understood, partly due to the lack of reliable heterologous expression systems. Here, we present a transient expression protocol that produces robust mouse Na V 1.9 currents, enabling direct electrophysiological comparisons with native dorsal root ganglion neurons. To further understand the low current density observed in human Na V 1.9, we created chimeras with Na V 1.5 and identified a role for the C-tail—specifically the IQ motif and EF-hand—in regulating current densities, likely due to a weak affinity for calmodulin. Isothermal titration calorimetry experiments indicated that, unlike other Na V channel subtypes, calmodulin binding to the C-tail is likely too weak to occur under physiological conditions. Markedly, the pre-IQ region did not influence channel expression but was responsible for conferring the characteristic depolarized voltage dependency of inactivation of Na V 1.9. Our findings provide insights into the unique gating mechanisms of Na V 1.9 and demonstrate the robustness of this platform for structure-function studies.

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 score0.001
Threshold uncertainty score0.004

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 integrity0.0000.001
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 head0.011
GPT teacher head0.247
Teacher spread0.236 · 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

Citations2
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueScience AdvancesSame topicIon channel regulation and functionFrench-language works237,207