A Pediatric Upper Airway Library to Evaluate Interpatient Variability of In Silico Aerosol Deposition
The airway of pediatric patients’ changes through development, presenting a challenge in developing pediatric-specific aerosol therapeutics. Our work aims to quantify geometric variations and aerosol deposition patterns during upper airway development in subjects between 3.5 months–6.9 years old usi...
Saved in:
Published in | AAPS PharmSciTech Vol. 24; no. 6; p. 162 |
---|---|
Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
Cham
Springer International Publishing
31.07.2023
|
Subjects | |
Online Access | Get full text |
ISSN | 1530-9932 1530-9932 |
DOI | 10.1208/s12249-023-02619-3 |
Cover
Summary: | The airway of pediatric patients’ changes through development, presenting a challenge in developing pediatric-specific aerosol therapeutics. Our work aims to quantify geometric variations and aerosol deposition patterns during upper airway development in subjects between 3.5 months–6.9 years old using a library of 24 pediatric models and 4 adult models. Computational fluid–particle dynamics was performed with varying particle size (0.1–10 μm) and flow rate (10–120 Lpm), which was rigorously analyzed to compare anatomical metrics (epiglottis angle (
θ
E
), glottis to cricoid ring ratio (GC-ratio), and pediatric to adult trachea ratio (
H
-ratio)), inhaler metrics (particle diameter,
d
p
, and flow rate,
Q
), and clinical metrics (age, sex, height, and weight) against aerosol deposition. Multivariate non-linear regression indicated that all metrics were all significantly influential on resultant deposition, with varying influence of individual parameters. Additionally, principal component analysis was employed, indicating that
d
p
,
Q
, GC-ratio,
θ
E
, and sex accounted for 90% of variability between subject-specific deposition. Notably, age was not statistically significant among pediatric subjects but was influential in comparing adult subjects. Inhaler design metrics were hugely influential, thus supporting the critical need for pediatric-specific inhalable approaches. This work not only improves accuracy in prescribing inhalable therapeutics and informing pediatric aerosol optimization, but also provides a framework for future aerosol studies to continue to strive toward optimized and personalized pediatric medicine.
Graphical Abstract |
---|---|
Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 ELK, JWB, CAF conceived and designed the proposed studies. ELK and SP reconstructed the CT scans and performed and validated CFPD studies. ELK curated and analyzed the results, in consultation with SP, IRW, YF, JWB, and CAF. IRW provided supporting codes and implementation. ELK prepared the formal analysis and visualizations. YF supervised the CFPD studies and assisted in the interpretation of the results and PCA. JWB supervised the clinical interpretation of the CT scans and interpretation. CAF managed the project and acquired funding and resources. ELK and CAF prepared the original draft; all authors edited versions of the manuscript and approved the final manuscript. Author contributions |
ISSN: | 1530-9932 1530-9932 |
DOI: | 10.1208/s12249-023-02619-3 |