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Record W6981051521

DEVELOPMENT AND TESTING OF A FLEXIBLE PLASTIC HYDROGEN ION-SELECTIVE ELECTRODE FOR IN VIVO pH MEASUREMENTS OF AIRWAY SURFACE LIQUID

2024· article· en· W6981051521 on OpenAlexfundno aff

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicProtease and Inhibitor Mechanisms
Canadian institutionsnot available
FundersCanadian Institutes of Health Research
KeywordsCystic fibrosisAirwayCystic fibrosis transmembrane conductance regulatorIn vivoBicarbonateElectrodeMicroelectrodePolyethylene
DOInot available

Abstract

fetched live from OpenAlex

Cystic fibrosis (CF) is the most common fatal autosomal recessive genetic disorder among people of Caucasian ancestry. It is caused by mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) gene, which encodes a transepithelial transporter responsible for ion transport and maintaining fluid homeostasis. These mutations impair chloride and bicarbonate transport to the airway lumen, leading to mucus thickening and acidification of the airway surface liquid (ASL). These alterations impair host-defence, making CF patients more prone to recurrent microbial infections in the respiratory tract. This project aimed to develop a pH meter capable of measuring ASL pH in vivo through bronchoscopy, which involved optimizing the construction of long plastic H+-selective electrodes using polyethylene (PE) tubing, assessing their usability, and testing their effectiveness in a tracheostomized piglet model. These advancements are critical for future research on pH levels and fluctuations in the lungs of CF pigs and human patients, enhancing our understanding of pH imbalances in CF patients’ ASL. Using PE tubing is effective for the manufacturing of long and flexible ion-selective electrodes (ISEs), with a success rate between 85% and 90%. Their mean Nernstian slope, adjusted R2 and response time were comparable with similar devices previously reported, maintaining their usability stable for up to two days after manufacture. Shielding the electrodes with a custom-built grounded stainless-steel braid reinforced tubing significantly reduced the noise amplitude in the recordings (p<.001), enabling their introduction and use through an endoscope working channel. The plastic ISE were able to record ASL pH fluctuations in the tracheostomized piglet (mean=0.07 pH units), although the ∆pH and ∆[CO2] were smaller than the ones reported in previous works. ∆pH and the electrodes response time were negatively linearly corelated (p=.003), and the adjusted R2 and minimum and maximum pH were positively linearly corelated (p=.01 and .008, respectively). These results suggest that electrodes with low response times and high adjusted R2 should be used in future assays. The novel plastic ISE design demonstrated satisfactory performance and usability during the tests, making it a promising tool for future in vivo bronchoscopy assays in CF pigs and human subjects.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.000
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 head0.013
GPT teacher head0.184
Teacher spread0.171 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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