Lee Jae Ha, Jang Ji Hoon, Jang Hang-Jea, Kim Song Yee, Chung Man Pyo, Yoo Hongseok, Jeong Sung Hwan, Song Jin Woo, Lee Hong Lyeol, Choi Sun Mi, Kim Young Whan, Kim Yong Hyun, Park Sung Woo, Park Jong Sun, Jegal Yangin, Lee Jongmin, Uh Soo-Taek, Kim Tae-Hyung, Kim Yee Hyung, Shin Beomsu, Lee Hyun-Kyung, Yang Sei-Hoon, Lee Hyun, Kim Sang-Heon, Lee Eun-Joo, Choi Hye Sook, Kang Hyung Koo, Heo Eun Young, Lee Won-Yeon, Park Moo Suk
Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Inje University Haeundae Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea.
Division of Pulmonology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
Front Med (Lausanne). 2023 Jan 25;10:1052129. doi: 10.3389/fmed.2023.1052129. eCollection 2023.
Idiopathic pulmonary fibrosis (IPF) is a progressive fibrosing interstitial lung disease (ILD) with variable and heterogeneous clinical course. The GAP (gender, age, and physiology) model had been used to predict mortality in patients with IPF, but does not contain exercise capacity. Therefore, our aim in this study was to develop new prognostic scoring system in the Korea IPF Cohort (KICO) registry.
This is a retrospective study of Korean patients with IPF in KICO registry from June 2016 to August 2021. We developed new scoring system (the GAP6) based on the GAP model adding nadir saturation of percutaneous oxygen (SpO) during six-minute walk test (6MWT) in the KICO registry and compared the efficacy of the GAP and the GAP6 model.
Among 2,412 patients in KICO registry, 966 patients were enrolled. The GAP6 model showed significant prognostic value for mortality between each stage [HR Stage II vs. Stage I = 2.89 (95% CI = 2.38-3.51), HR Stage III vs. Stage II = 2.68 (95% CI = 1.60-4.51)]. In comparison the model performance with area under curve (AUC) using receiver operating characteristic (ROC) curve analysis, the GAP6 model showed a significant improvement for predicting mortality than the GAP model (AUC the GAP vs. the GAP6, 0.646 vs. 0.671, < 0.0019). Also, the C-index values slightly improved from 0.674 to 0.691 for mortality.
The GAP6 model adding nadir SpO during 6WMT for an indicator of functional capacity improves prediction ability with C-index and AUC. Additional multinational study is needed to confirm these finding and validate the applicability and accuracy of this risk assessment system.
特发性肺纤维化(IPF)是一种进行性纤维化间质性肺疾病(ILD),临床病程多变且异质性强。GAP(性别、年龄和生理学)模型曾用于预测IPF患者的死亡率,但未包含运动能力。因此,我们在本研究中的目的是在韩国IPF队列(KICO)登记处开发新的预后评分系统。
这是一项对2016年6月至2021年8月KICO登记处的韩国IPF患者进行的回顾性研究。我们基于GAP模型开发了新的评分系统(GAP6),在KICO登记处的六分钟步行试验(6MWT)中增加了经皮氧饱和度(SpO)最低点,并比较了GAP和GAP6模型的效能。
在KICO登记处的2412例患者中,966例患者被纳入研究。GAP6模型在各阶段之间对死亡率显示出显著的预后价值[HR II期 vs. I期 = 2.89(95%CI = 2.38 - 3.51),HR III期 vs. II期 = 2.68(95%CI = 1.60 - 4.51)]。使用受试者工作特征(ROC)曲线分析比较模型性能与曲线下面积(AUC),GAP6模型在预测死亡率方面比GAP模型有显著改善(GAP与GAP6的AUC,0.646 vs. 0.671,<0.0019)。此外,死亡率的C指数值从0.674略有提高至0.691。
在6MWT期间增加SpO最低点作为功能能力指标的GAP6模型,通过C指数和AUC提高了预测能力。需要进一步的多国研究来证实这些发现,并验证该风险评估系统的适用性和准确性。