The strategy for predicting future exacerbation of asthma using a combination of the Asthma Control Test and lung function test

Various factors have been reported to be useful for predicting future exacerbations. This study was intended to determine a usefulness of a combination of a patient-based questionnaire, such as the Asthma Control Test (ACT) score with objective assessments, such as forced expiratory volume in 1 seco...

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Published inThe Journal of asthma Vol. 46; no. 7; p. 677
Main Authors Sato, Ryuji, Tomita, Katsuyuki, Sano, Hiroyuki, Ichihashi, Hideo, Yamagata, Shigeyoshi, Sano, Akiko, Yamagata, Toshiyuki, Miyara, Takayuki, Iwanaga, Takashi, Muraki, Masato, Tohda, Yuji
Format Journal Article
LanguageEnglish
Published England 01.01.2009
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ISSN1532-4303
DOI10.1080/02770900902972160

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Abstract Various factors have been reported to be useful for predicting future exacerbations. This study was intended to determine a usefulness of a combination of a patient-based questionnaire, such as the Asthma Control Test (ACT) score with objective assessments, such as forced expiratory volume in 1 second (FEV(1)) and/or exhaled nitric oxide (FE(NO)), for predicting future exacerbations in adult asthmatics. We therefore enrolled 78 subjects with mild to moderate asthma, who were clinically stable for 3 months who all had been regularly receiving inhaled steroid treatment. All subjects underwent a routine assessment of asthma control including the ACT score, spirometry, and FE(NO), and then were followed up until a severe exacerbation occurred. The predictors of an increased risk of severe exacerbation were identified and validated using decision trees based on a classification and regression tree (CART) analysis. The properties of the developed models were the evaluated with the area under the ROC curve (AUC) (95% confidence interval [CI]). The CART analysis automatically selected the variables and cut-off points, the ACT score <or=23 and FEV(1) <or= 91.8%, with the greatest capacity for discriminating future exacerbations within one year or not. When the probability was calculated by the likelihood ratio of a positive test (LP), the ACT score <or=23 was identified with a 60.3% probability, calculated by 1.82 of LP, whereas the combined ACT score <or=23 and the percentage of predicted FEV(1) <or= 91.8% were identified with an 85.0% probability, calculated by an LP score of 5.43, for predicting future exacerbation. These results demonstrated that combining the ACT score and percentage of predicted FEV(1), but not FE(NO,) can sufficiently stratify the risk for future exacerbations within one year.
AbstractList Various factors have been reported to be useful for predicting future exacerbations. This study was intended to determine a usefulness of a combination of a patient-based questionnaire, such as the Asthma Control Test (ACT) score with objective assessments, such as forced expiratory volume in 1 second (FEV(1)) and/or exhaled nitric oxide (FE(NO)), for predicting future exacerbations in adult asthmatics. We therefore enrolled 78 subjects with mild to moderate asthma, who were clinically stable for 3 months who all had been regularly receiving inhaled steroid treatment. All subjects underwent a routine assessment of asthma control including the ACT score, spirometry, and FE(NO), and then were followed up until a severe exacerbation occurred. The predictors of an increased risk of severe exacerbation were identified and validated using decision trees based on a classification and regression tree (CART) analysis. The properties of the developed models were the evaluated with the area under the ROC curve (AUC) (95% confidence interval [CI]). The CART analysis automatically selected the variables and cut-off points, the ACT score <or=23 and FEV(1) <or= 91.8%, with the greatest capacity for discriminating future exacerbations within one year or not. When the probability was calculated by the likelihood ratio of a positive test (LP), the ACT score <or=23 was identified with a 60.3% probability, calculated by 1.82 of LP, whereas the combined ACT score <or=23 and the percentage of predicted FEV(1) <or= 91.8% were identified with an 85.0% probability, calculated by an LP score of 5.43, for predicting future exacerbation. These results demonstrated that combining the ACT score and percentage of predicted FEV(1), but not FE(NO,) can sufficiently stratify the risk for future exacerbations within one year.
Author Tomita, Katsuyuki
Sano, Hiroyuki
Ichihashi, Hideo
Yamagata, Shigeyoshi
Sano, Akiko
Sato, Ryuji
Miyara, Takayuki
Iwanaga, Takashi
Muraki, Masato
Tohda, Yuji
Yamagata, Toshiyuki
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  givenname: Ryuji
  surname: Sato
  fullname: Sato, Ryuji
  organization: Department of Respiratory Medicine and Allergology, Kinki University School of Medicine, Osaka-Sayama, Osaka, Japan
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  givenname: Katsuyuki
  surname: Tomita
  fullname: Tomita, Katsuyuki
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  fullname: Muraki, Masato
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  surname: Tohda
  fullname: Tohda, Yuji
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Snippet Various factors have been reported to be useful for predicting future exacerbations. This study was intended to determine a usefulness of a combination of a...
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StartPage 677
SubjectTerms Aged
Algorithms
Asthma - diagnosis
Asthma - physiopathology
Breath Tests
Disease Progression
Female
Forced Expiratory Volume - physiology
Humans
Male
Middle Aged
Models, Statistical
Nitric Oxide - metabolism
Predictive Value of Tests
Respiratory Function Tests
Retrospective Studies
ROC Curve
Sensitivity and Specificity
Surveys and Questionnaires
Title The strategy for predicting future exacerbation of asthma using a combination of the Asthma Control Test and lung function test
URI https://www.ncbi.nlm.nih.gov/pubmed/19728204
Volume 46
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