Department of Radiological Sciences, David-Geffen School of Medicine, and Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, CA, USA.
Department of Radiological Sciences, David-Geffen School of Medicine, University of California, Los Angeles, CA, USA.
Ther Adv Respir Dis. 2021 Jan-Dec;15:17534666211004238. doi: 10.1177/17534666211004238.
Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive fibrotic lung disease characterized by worsening dyspnea and lung function and has a median survival of 2-3 years. Forced vital capacity (FVC) is the primary endpoint used most commonly in IPF clinical trials as it is the best surrogate for mortality. This study assessed quantitative scores from high-resolution computed tomography (HRCT) developed by machine learning as a secondary efficacy endpoint in a 26-week phase II study of BMS-986020 - an LPA receptor antagonist - in patients with IPF.
HRCT scans from 96% (137/142) of randomized subjects were utilized. Quantitative lung fibrosis (QLF) scores were calculated from the HRCT images. QLF improvement was defined as ⩾2% reduction in QLF score from baseline to week 26.
In the placebo arm, 5% of patients demonstrated an improvement in QLF score at week 26 compared with 15% and 27% of patients in the BMS-986020 600 mg once daily (QD) and twice daily (BID) arms, respectively [ placebo: = 0.08 (600 mg QD); = 0.0098 (600 mg BID)]. Significant correlations were found between changes in QLF and changes in percent predicted FVC, diffusing capacity for carbon monoxide (DLCO), and shortness of breath at week 26 ( = -0.41, = -0.22, and = 0.27, respectively; all < 0.01).
This study demonstrated the utility of quantitative HRCT as an efficacy endpoint for IPF in a double-blind, placebo-controlled clinical trial setting.
特发性肺纤维化(IPF)是一种慢性、进行性肺纤维化疾病,其特征是呼吸困难和肺功能恶化,中位生存时间为 2-3 年。用力肺活量(FVC)是 IPF 临床试验中最常用的主要终点,因为它是死亡率的最佳替代指标。本研究评估了机器学习开发的高分辨率计算机断层扫描(HRCT)的定量评分,作为 BMS-986020(一种 LPA 受体拮抗剂)在 IPF 患者中进行的 26 周 2 期研究的次要疗效终点。
利用了 96%(137/142)随机化受试者的 HRCT 扫描。从 HRCT 图像中计算出定量肺纤维化(QLF)评分。QLF 改善定义为 QLF 评分从基线到第 26 周下降 ⩾2%。
在安慰剂组中,与安慰剂组相比,600mg 每日一次(QD)和每日两次(BID)BMS-986020 组分别有 15%和 27%的患者 QLF 评分在第 26 周有所改善[安慰剂:=0.08(600mg QD);=0.0098(600mg BID)]。QLF 的变化与第 26 周时 FVC 预计百分比、一氧化碳弥散量(DLCO)和呼吸困难的变化呈显著相关性(=−0.41,=−0.22,=0.27,均 < 0.01)。
本研究在双盲、安慰剂对照临床试验环境中证明了定量 HRCT 作为 IPF 疗效终点的实用性。