Abstract | BACKGROUND: Various factors have been reported to be useful for predicting future exacerbations. OBJECTIVE: 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. METHODS: 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]). RESULTS: 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. CONCLUSION: 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.
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Authors | Ryuji Sato, Katsuyuki Tomita, Hiroyuki Sano, Hideo Ichihashi, Shigeyoshi Yamagata, Akiko Sano, Toshiyuki Yamagata, Takayuki Miyara, Takashi Iwanaga, Masato Muraki, Yuji Tohda |
Journal | The Journal of asthma : official journal of the Association for the Care of Asthma
(J Asthma)
Vol. 46
Issue 7
Pg. 677-82
(Sep 2009)
ISSN: 1532-4303 [Electronic] England |
PMID | 19728204
(Publication Type: Journal Article)
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Chemical References |
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Topics |
- Aged
- Algorithms
- Asthma
(diagnosis, physiopathology)
- Breath Tests
- Disease Progression
- Female
- Forced Expiratory Volume
(physiology)
- Humans
- Male
- Middle Aged
- Models, Statistical
- Nitric Oxide
(metabolism)
- Predictive Value of Tests
- ROC Curve
- Respiratory Function Tests
- Retrospective Studies
- Sensitivity and Specificity
- Surveys and Questionnaires
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