Validation and Recalibration of Seattle Heart Failure Model in Japanese Acute Heart Failure Patients

Yasuyuki Shiraishi, Shun Kohsaka, Toshiyuki Nagai, Ayumi Goda, Atsushi Mizuno, Yuji Nagatomo, Yasumori Sujino, Ryoma Fukuoka, Mitsuaki Sawano, Takashi Kono, Keiichi Fukuda, Toshihisa Anzai, Ramin Shadman, Todd Dardas, Wayne C. Levy, Tsutomu Yoshikawa

研究成果: Article査読

22 被引用数 (Scopus)


Background: Precise risk stratification in heart failure (HF) patients enables clinicians to tailor the intensity of their management. The Seattle Heart Failure Model (SHFM), which uses conventional clinical variables for its prediction, is widely used. We aimed to externally validate SHFM in Japanese HF patients with a recent episode of acute decompensation requiring hospital admission. Methods and Results: SHFM was applied to 2470 HF patients registered in the West Tokyo Heart Failure and National Cerebral And Cardiovascular Center Acute Decompensated Heart Failure databases from 2006 to 2016. Discrimination and calibration were assessed with the use of the c-statistic and calibration plots, respectively, in HF patients with reduced ejection fraction (HFrEF; <40%) and preserved ejection fraction (HFpEF; ≥40%). In a perfectly calibrated model, the slope and intercept would be 1.0 and 0.0, respectively. The method of intercept recalibration was used to update the model. The registered patients (mean age 74 ± 13 y) were predominantly men (62%). Overall, 572 patients (23.2%) died during a mean follow-up of 2.1 years. Among HFrEF patients, SHFM showed good discrimination (c-statistic = 0.75) but miscalibration, tending to overestimate 1-year survival (slope = 0.78; intercept = −0.22). Among HFpEF patients, SHFM showed modest discrimination (c-statistic = 0.69) and calibration, tending to underestimate 1-year survival (slope = 1.18; intercept = 0.16). Intercept recalibration (replacing the baseline survival function) successfully updated the model for HFrEF (slope = 1.03; intercept = −0.04) but not for HFpEF patients. Conclusions: In Japanese acute HF patients, SHFM showed adequate performance after recalibration among HFrEF patients. Using prediction models to tailor the care for HF patients may improve the allocation of medical resources.

ジャーナルJournal of Cardiac Failure
出版ステータスPublished - 2019 7月

ASJC Scopus subject areas

  • 循環器および心血管医学


「Validation and Recalibration of Seattle Heart Failure Model in Japanese Acute Heart Failure Patients」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。