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Effect of flow rate on coarse particle mass (CPM) from a dry powder inhaler (DPI) and a metered dose inhaler (MDI) / spacer delivering salbutamol

2024· article· en· W4404091087 on OpenAlexaff
Jason Suggett, Rob Costa, Mark Nagel

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicInhalation and Respiratory Drug Delivery
Canadian institutionsTrudell Medical International (Canada)
Fundersnot available
KeywordsDry-powder inhalerSalbutamolInhalerMetered-dose inhalerMaterials scienceMedicineParticle sizeAsthmaChemical engineeringEngineeringInternal medicine

Abstract

fetched live from OpenAlex

Objective: Spacers are regularly prescribed with MDI to help coordination and reduce oropharyngeal (OP) deposition caused by the aerosol velocity of the inhaler spray. DPIs require adequate inspiratory flow to aerosolize the powder and carry it past the OP. We undertook this study to determine if inspiratory effort could impart significant velocity to the powder particles that might lead to OP deposition. Methods: Easyhaler DPIs and Teva Salamol MDIs with AeroChamber2go* spacer were assessed by Next Generation Cascade Impactor at flow rates of 15 to 60 L/min. Salbutamol (model drug) was recovered quantitatively by HPLC. Results were expressed as mass >4.46µm (CPM), likely to deposit in the OP of a patient. Aerosol velocity measurements of DPI and MDI alone were made using high speed photography. Results: CPM (mean±sd) µg/actuation: erj;64/suppl_68/PA2114/TB1 T1 TB1 Flow rate (L/min) 15 30 60 DPICPM 65.9 +/- 3.1 55.1 +/- 5.6 51.8 +/- 6.1 MDI/SpacerCPM 7.0 +/- 0.4 5.7 +/- 0.5 1.7 +/- 0.2 Aerosol velocity measurements showed that the DPI plume was similar, if a little higher (6 vs 5 m/s) to the MDI without spacer. Conclusions: At all flow rates tested (sub optimal or optimal for powder dispersion) significant inertia was imparted to the DPI particles which would likely cause more than 50% of drug to impact in the OP. High speed photography comparisons at 10cm from the inhaler, representing the back of the throat, showed that DPI particle velocities were at least as high as MDI. This reinforces the recommendations to use a spacer with an MDI to reduce OP deposition (as shown in results) and minimize local and systemic side effects, an option not possible with the DPI.

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)0.002
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 score0.006
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.274
Teacher spread0.260 · 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".

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Citations1
Published2024
Admission routes1
Has abstractyes

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