Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Clinical Trials Methods and Outcomes Lab, Palliative and Advanced Illness Research (PAIR) Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Lancet Respir Med. 2023 Oct;11(10):873-882. doi: 10.1016/S2213-2600(23)00155-8. Epub 2023 May 22.
Targeting short-term improvements in multicomponent risk scores for mortality in patients with pulmonary arterial hypertension (PAH) could result in improved long-term outcomes. We aimed to determine whether PAH risk scores were adequate surrogates for clinical worsening or mortality outcomes in PAH randomised clinical trials (RCTs).
We performed an individual participant data meta-analysis of RCTs selected from PAH trials provided by the US Food and Drug Administration (FDA). We calculated predicted risk using the COMPERA, COMPERA 2.0, non-invasive FPHR, REVEAL 2.0, and REVEAL Lite 2 risk scores. The primary outcome of interest was time to clinical worsening, a composite endpoint composed of any of the following events: all-cause death, hospitalisation for worsening PAH, lung transplantation, atrial septostomy, discontinuation of study treatment (or study withdrawal) for worsening PAH, initiation of parenteral prostacyclin analogue therapy, or decrease of at least 15% in 6-min walk distance from baseline, combined with either worsening of WHO functional class from baseline or the addition of an approved PAH treatment. The secondary outcome of interest was time to all-cause mortality. We assessed the surrogacy of these risk scores, parameterised as attainment of low-risk status by 16 weeks, for improvement in long-term clinical worsening and survival using mediation and meta-analysis frameworks.
Of 28 trials received from the FDA, three RCTs (AMBITION, GRIPHON, and SERAPHIN; n=2508) had the data necessary to assess long-term surrogacy. The mean age was 49 years (SD 16), 1956 (78%) participants were women, 1704 (68%) were classified as White, and 280 (11%) were Hispanic or Latino. 1388 (55%) of 2503 participants with available data had idiopathic PAH and 776 (31%) of 2503 had PAH associated with connective tissue disease. In a mediation analysis, the proportions of treatment effects explained by attainment of low-risk status ranged only from 7% to 13%. In a meta-analysis of trial-regions, the treatment effects on low-risk status were not predictive of the treatment effects on time to clinical worsening (R values 0·01-0·19) nor the treatment effects on time to all-cause mortality (R values 0-0·2). A leave-one-out analysis suggested that the use of these risk scores as surrogates might lead to biased inferences regarding the effect of therapies on clinical outcomes in PAH RCTs. Results were similar when using absolute risk scores at 16 weeks as the potential surrogates.
Multicomponent risk scores have utility for the prediction of outcomes in patients with PAH. Clinical surrogacy for long-term outcomes cannot be inferred from observational studies of outcomes. Our analyses of three PAH trials with long-term follow-up suggest that further study is necessary before using these or other scores as surrogate outcomes in PAH RCTs or clinical care.
Cardiovascular Medical Research and Education Fund, US National Institutes of Health.
针对肺动脉高压 (PAH) 患者的多组分死亡率风险评分的短期改善,可能会改善长期预后。我们旨在确定 PAH 风险评分是否可以作为 PAH 随机临床试验 (RCT) 中临床恶化或死亡率结局的合适替代指标。
我们对美国食品和药物管理局 (FDA) 提供的 PAH 试验中选择的 RCT 进行了个体参与者数据荟萃分析。我们使用 COMPERA、COMPERA 2.0、无创 FPHR、REVEAL 2.0 和 REVEAL Lite 2 风险评分计算预测风险。主要研究终点为临床恶化时间,这是一个复合终点,由以下任何事件组成:全因死亡、因 PAH 恶化而住院、肺移植、房间隔造口术、因 PAH 恶化而停止研究治疗(或研究退出)、开始肠外前列腺素类似物治疗或 6 分钟步行距离较基线至少下降 15%,同时伴有从基线开始的 WHO 功能分类恶化或添加已批准的 PAH 治疗。次要研究终点为全因死亡率时间。我们使用中介和荟萃分析框架评估这些风险评分的替代指标,参数化为在 16 周时达到低危状态,以评估长期临床恶化和生存的改善情况。
从 FDA 收到的 28 项试验中,三项 RCT(AMBITION、GRIPHON 和 SERAPHIN;n=2508)具有评估长期替代指标所需的数据。平均年龄为 49 岁(标准差 16),1956 名(78%)参与者为女性,1704 名(68%)为白人,280 名(11%)为西班牙裔或拉丁裔。2503 名有可用数据的参与者中,有 1388 名(55%)患有特发性 PAH,776 名(31%)患有与结缔组织病相关的 PAH。在中介分析中,治疗效果由低危状态达到所解释的比例仅为 7%至 13%。在试验区域的荟萃分析中,达到低危状态的治疗效果不能预测临床恶化时间的治疗效果(R 值为 0.01-0.19),也不能预测全因死亡率时间的治疗效果(R 值为 0-0.2)。一项剔除一个观察值的分析表明,这些风险评分作为替代指标的使用可能会导致对 PAH RCT 中治疗对临床结局影响的有偏推断。当使用 16 周时的绝对风险评分作为潜在替代指标时,结果相似。
多组分风险评分可用于预测 PAH 患者的结局。不能从结局的观察性研究中推断出长期结局的临床替代指标。我们对三项具有长期随访的 PAH 试验的分析表明,在 PAH RCT 或临床护理中使用这些或其他评分作为替代结局之前,还需要进一步研究。
心血管医学研究和教育基金,美国国立卫生研究院。