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Record W4408865027 · doi:10.1021/acs.biochem.4c00780

Interaction of CFTR Modulators with Mammalian Membrane Mimetics: The Role of Cholesterol

2025· article· en· W4408865027 on OpenAlexafffund
Dorna Ravamehr-Lake, Sahar Hoveyda, Michael Schlierf, Jonathon A. Ditlev, Charles M. Deber

Bibliographic record

VenueBiochemistry · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicAdvanced biosensing and bioanalysis techniques
Canadian institutionsHospital for Sick ChildrenUniversity of Toronto
FundersNatural Sciences and Engineering Research Council of CanadaHospital for Sick ChildrenCystic Fibrosis Canada
KeywordsChemistryCholesterolBiophysicsMembraneCell biologyBiochemistryBiology

Abstract

fetched live from OpenAlex

Lumacaftor and Ivacaftor are two FDA-approved medications currently used to treat cystic fibrosis (CF), a genetic disease caused by mutations in the cystic fibrosis transmembrane conductance regulator (CFTR), a chloride ion channel located in epithelial cell membranes; however, the detailed mechanism(s) of their action remains to be elucidated. Both drugs, termed modulators, bind CFTR at a protein-lipid interface, yet Lumacaftor acts at the endoplasmic reticulum (ER), while Ivacaftor acts at the plasma membrane (PM). A major difference among biological membranes is their level of cholesterol (viz., the ER, 5% cholesterol; the Golgi apparatus, 12.5%; and the PM, 30%). Therefore, we investigated the ability of each molecule to interact with membranes of the corresponding cholesterol content to determine if lipid cholesterol content provides a physical basis for their observed localized activity. Using differential scanning calorimetry and a terbium-based liposome disruption assay, we show that both Lumacaftor (a corrector) and Ivacaftor (a potentiator) penetrate/diffuse through membranes containing high cholesterol concentrations, such as in Golgi and the PM. The results further suggest that (1) Lumacaftor resides within membranes containing 5% cholesterol, supporting the proposition that Lumacaftor acts as a corrector of the CFTR channel at the ER level where the nascent protein is in its initial folding stage; and (2) Ivacaftor is well-suited to penetrate the PM and reach its binding pocket on CFTR. Our findings provide evidence that membrane cholesterol levels significantly modulate CFTR corrector/potentiator activity and consequently may affect sensitivity to clinical therapeutics in CF patients.

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 score0.002

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 head0.003
GPT teacher head0.241
Teacher spread0.238 · 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

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