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A modified GAP model for East-Asian populations with idiopathic pulmonary fibrosis

Authors
 Hirotaka Nishikiori  ;  Hirofumi Chiba  ;  Sang Hoon Lee  ;  Shun Kondoh  ;  Ken-Ichi Kamo  ;  Koshi Nakamura  ;  Kimiyuki Ikeda  ;  Koji Kuronuma  ;  Man Pyo Chung  ;  Yasuhiro Kondoh  ;  Sakae Homma  ;  Naohiko Inase  ;  Moo Suk Park  ;  Hiroki Takahashi 
Citation
 RESPIRATORY INVESTIGATION, Vol.58(5) : 395-402, 2020-09 
Journal Title
RESPIRATORY INVESTIGATION
ISSN
 2212-5345 
Issue Date
2020-09
MeSH
Age Factors ; Aged ; Asian Continental Ancestry Group ; Cohort Studies ; Far East ; Female ; Humans ; Idiopathic Pulmonary Fibrosis / mortality* ; Idiopathic Pulmonary Fibrosis / physiopathology ; Idiopathic Pulmonary Fibrosis / therapy ; Lung / physiopathology* ; Male ; Middle Aged ; Prognosis ; Proportional Hazards Models* ; Respiratory Function Tests ; Severity of Illness Index ; Sex Factors ; Survival Rate
Keywords
Clinical epidemiology ; GAP model ; Idiopathic pulmonary fibrosis ; Interstitial lung disease ; Predictive model
Abstract
Background: The easy-to-calculate gender, age, and lung physiology (GAP) model shows good predictive and discriminative performance in the prognosis of idiopathic pulmonary fibrosis (IPF). However, the GAP model was not effective in predicting the prognosis accurately in previous Japanese and Korean IPF cohort studies. Therefore, we developed a modified GAP model for the East-Asian populations by weighing the GAP variables. The validity of the modified GAP model was subsequently evaluated in East-Asian IPF patients.

Methods: The derivation cohort comprised 326 patients with IPF. Weights of the variables were adjusted on the basis of coefficients derived from Cox regression models. The total points were distributed to the three stages of the disease so that the number of patients included in each stage was appropriate. The validity of the modified model was analyzed in another Japanese cohort of 117 patients with IPF and a nationwide cohort of Korean patients with IPF.

Results: Predicted survival rates differed significantly in the derivation cohort using the modified GAP model for each stage of IPF (log-rank test: stage I vs. stage II, p < 0.001; stage II vs. stage III, p < 0.001). Model performance improved according to Harrell's C-index (at three years: 0.696 in the original GAP model to 0.738 in the modified model). The performance of the modified model was validated in the Japanese validation and Korean national cohorts.

Conclusions: Our modification of the original GAP model showed improved performance in East-Asian IPF patient populations.
Full Text
https://www.sciencedirect.com/science/article/pii/S2212534520300617
DOI
10.1016/j.resinv.2020.04.001
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Internal Medicine (내과학교실) > 1. Journal Papers
Yonsei Authors
Park, Moo Suk(박무석) ORCID logo https://orcid.org/0000-0003-0820-7615
Lee, Sang Hoon(이상훈) ORCID logo https://orcid.org/0000-0002-7706-5318
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/184892
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