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 (FEV1) and/or exhaled nitric oxide (FENO), 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 FENO, 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 23 and FEV1 91.8%, with the greatest capacity for discriminating future exacerbations within one year or not. When the probalility was calculated by the likelihood ratio of a positive test (LP), the ACT score 23 was identified with a 60.3% probability, calculated by 1.82 of LP, whereas the combined ACT score 23 and the percentage of predicted FEV1 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 FEV1, but not FENO, can sufficiently stratify the risk for future exacerbations within one year.
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Niigata Univ, Dept Gen Med, Med & Dent Hosp, Chuo Ku, Niigata 9518510, JapanNiigata Univ, Dept Gen Med, Med & Dent Hosp, Chuo Ku, Niigata 9518510, Japan
Hasegawa, Takashi
Koya, Toshiyuki
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Niigata Univ, Dept Gen Med 2, Med & Dent Hosp, Niigata 9518510, JapanNiigata Univ, Dept Gen Med, Med & Dent Hosp, Chuo Ku, Niigata 9518510, Japan
Koya, Toshiyuki
Sakagami, Takuro
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Niigata Univ, Dept Gen Med 2, Med & Dent Hosp, Niigata 9518510, JapanNiigata Univ, Dept Gen Med, Med & Dent Hosp, Chuo Ku, Niigata 9518510, Japan
Sakagami, Takuro
Kagamu, Hiroshi
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Niigata Univ, Dept Gen Med 2, Med & Dent Hosp, Niigata 9518510, JapanNiigata Univ, Dept Gen Med, Med & Dent Hosp, Chuo Ku, Niigata 9518510, Japan
Kagamu, Hiroshi
Kawakami, Hidenori
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Niigata Univ, Dept Gen Med 2, Med & Dent Hosp, Niigata 9518510, JapanNiigata Univ, Dept Gen Med, Med & Dent Hosp, Chuo Ku, Niigata 9518510, Japan
Kawakami, Hidenori
Hara, Katsuhito
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Prefectural Tsugawa Hosp, Dept Internal Med, Niigata, JapanNiigata Univ, Dept Gen Med, Med & Dent Hosp, Chuo Ku, Niigata 9518510, Japan
Hara, Katsuhito
Yoshimine, Fumitoshi
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Prefectural Tsugawa Hosp, Dept Internal Med, Niigata, JapanNiigata Univ, Dept Gen Med, Med & Dent Hosp, Chuo Ku, Niigata 9518510, Japan
Yoshimine, Fumitoshi
Arakawa, Masaaki
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Niigata Univ, Dept Gen Med 2, Med & Dent Hosp, Niigata 9518510, JapanNiigata Univ, Dept Gen Med, Med & Dent Hosp, Chuo Ku, Niigata 9518510, Japan
Arakawa, Masaaki
Gejyo, Fumitake
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Niigata Univ, Dept Gen Med 2, Med & Dent Hosp, Niigata 9518510, JapanNiigata Univ, Dept Gen Med, Med & Dent Hosp, Chuo Ku, Niigata 9518510, Japan
Gejyo, Fumitake
Narita, Ichiei
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Niigata Univ, Dept Gen Med 2, Med & Dent Hosp, Niigata 9518510, JapanNiigata Univ, Dept Gen Med, Med & Dent Hosp, Chuo Ku, Niigata 9518510, Japan
Narita, Ichiei
Suzuki, Eiichi
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机构:Niigata Univ, Dept Gen Med, Med & Dent Hosp, Chuo Ku, Niigata 9518510, Japan