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CASTER: Cross-Sectional Asthma STEroid Response Measurement
Asthma patient response to inhaled corticosteroids (ICS) is variable and difficult to quantify. We aimed to define a measure of steroid response suitable for pharmacogenetic research in longitudinal and cross-sectional cohorts. Using longitudinal data from the Childhood Asthma Management Program (CA...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7564544/ https://www.ncbi.nlm.nih.gov/pubmed/32825299 http://dx.doi.org/10.3390/jpm10030095 |
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author | Kho, Alvin T. Sordillo, Joanne Wu, Ann Chen Cho, Michael H. Sharma, Sunita Tiwari, Anshul Lasky-Su, Jessica Weiss, Scott T. Tantisira, Kelan G. McGeachie, Michael J. |
author_facet | Kho, Alvin T. Sordillo, Joanne Wu, Ann Chen Cho, Michael H. Sharma, Sunita Tiwari, Anshul Lasky-Su, Jessica Weiss, Scott T. Tantisira, Kelan G. McGeachie, Michael J. |
author_sort | Kho, Alvin T. |
collection | PubMed |
description | Asthma patient response to inhaled corticosteroids (ICS) is variable and difficult to quantify. We aimed to define a measure of steroid response suitable for pharmacogenetic research in longitudinal and cross-sectional cohorts. Using longitudinal data from the Childhood Asthma Management Program (CAMP) asthma cohort, we defined the Cross-sectional Asthma STEroid Response (CASTER) measure in cross-sectional data. We then applied this to cross-sectional slices of four independent asthma cohorts: The Improving Asthma Control Trial (IMPACT), the Salmeterol or Corticosteroids Study (SOCS), the Pediatric Asthma Controller Trial (PACT), and the Genetics of Asthma in Costa Rica Study (GACRS). CASTER achieved high accuracy on the childhood asthma cohorts: GACRS, PACT, and also on cross-sectional data from CAMP (AUCs 82%, 71%, 63%, respectively). This demonstrates that select cross-sectional clinical information is sufficient to identify good and poor responders to ICS treatment in childhood asthma. Thus, CASTER represents a major improvement in the usability and applicability of steroid response measures in asthma research. |
format | Online Article Text |
id | pubmed-7564544 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75645442020-10-29 CASTER: Cross-Sectional Asthma STEroid Response Measurement Kho, Alvin T. Sordillo, Joanne Wu, Ann Chen Cho, Michael H. Sharma, Sunita Tiwari, Anshul Lasky-Su, Jessica Weiss, Scott T. Tantisira, Kelan G. McGeachie, Michael J. J Pers Med Article Asthma patient response to inhaled corticosteroids (ICS) is variable and difficult to quantify. We aimed to define a measure of steroid response suitable for pharmacogenetic research in longitudinal and cross-sectional cohorts. Using longitudinal data from the Childhood Asthma Management Program (CAMP) asthma cohort, we defined the Cross-sectional Asthma STEroid Response (CASTER) measure in cross-sectional data. We then applied this to cross-sectional slices of four independent asthma cohorts: The Improving Asthma Control Trial (IMPACT), the Salmeterol or Corticosteroids Study (SOCS), the Pediatric Asthma Controller Trial (PACT), and the Genetics of Asthma in Costa Rica Study (GACRS). CASTER achieved high accuracy on the childhood asthma cohorts: GACRS, PACT, and also on cross-sectional data from CAMP (AUCs 82%, 71%, 63%, respectively). This demonstrates that select cross-sectional clinical information is sufficient to identify good and poor responders to ICS treatment in childhood asthma. Thus, CASTER represents a major improvement in the usability and applicability of steroid response measures in asthma research. MDPI 2020-08-20 /pmc/articles/PMC7564544/ /pubmed/32825299 http://dx.doi.org/10.3390/jpm10030095 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kho, Alvin T. Sordillo, Joanne Wu, Ann Chen Cho, Michael H. Sharma, Sunita Tiwari, Anshul Lasky-Su, Jessica Weiss, Scott T. Tantisira, Kelan G. McGeachie, Michael J. CASTER: Cross-Sectional Asthma STEroid Response Measurement |
title | CASTER: Cross-Sectional Asthma STEroid Response Measurement |
title_full | CASTER: Cross-Sectional Asthma STEroid Response Measurement |
title_fullStr | CASTER: Cross-Sectional Asthma STEroid Response Measurement |
title_full_unstemmed | CASTER: Cross-Sectional Asthma STEroid Response Measurement |
title_short | CASTER: Cross-Sectional Asthma STEroid Response Measurement |
title_sort | caster: cross-sectional asthma steroid response measurement |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7564544/ https://www.ncbi.nlm.nih.gov/pubmed/32825299 http://dx.doi.org/10.3390/jpm10030095 |
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