Ng Fat Hing Nicholas, MacIver Jane, Chan Derrick, Liu Helen, Lu Yu Tong Linda, Malik Abdullah, Wang Vicky N, Levy Wayne C, Ross Heather J, Alba Ana Carolina
Division of Cardiology, Toronto General Hospital - University Health Network, Toronto, Ontario, Canada
Division of Cardiology, Toronto General Hospital - University Health Network, Toronto, Ontario, Canada.
BMJ Support Palliat Care. 2018 Dec 6. doi: 10.1136/bmjspcare-2018-001626.
Physicians face uncertainty when predicting death in heart failure (HF) leading to underutilisation of palliative care. To facilitate decision-making, we assessed the Seattle Heart Failure Model (SHFM) as a referral tool by evaluating its performance in predicting 1-year event-free survival from death, heart transplant (HTx), and ventricular assist device (VAD) implantation.
We retrospectively reviewed the charts of consecutive patients with advanced ambulatory HF with New York Heart Association Class III/IV HF and a left ventricular ejection fraction of ≤40% from 2000 to 2016. We evaluated SHFM's performance by using the Cox proportional hazards model, its discrimination using the c-statistic, its calibration by comparing the observed and predicted survival and its clinical utility by hypothetically assessing the proportion of patients adequately or inadequately referred to palliative care.
We included 612 patients in our study. During the 1-year follow-up, there were 83 deaths, 4 HTx and 1 VAD. Although SHFM showed very good discrimination (c-statistic=0.71) and adequate calibration in medium to low-risk patients, it underestimated event-free survival by 12% in high-risk patients. SHFM's clinical utility was limited: 33% of eligible patients would have missed the opportunity for referral and only 27% of referred patients would have benefited.
Use of SHFM could result in a high proportion of referrals while capturing the majority of patients who may benefit from palliative care. Though this may be a more encompassing and safer alternative than current referral practices, it could lead to many early referrals.
在预测心力衰竭(HF)患者的死亡情况时,医生面临不确定性,这导致姑息治疗的利用率不足。为了便于决策,我们通过评估西雅图心力衰竭模型(SHFM)预测从死亡、心脏移植(HTx)和心室辅助装置(VAD)植入起1年无事件生存的表现,将其作为一种转诊工具进行评估。
我们回顾性分析了2000年至2016年连续收治的纽约心脏协会III/IV级晚期门诊HF且左心室射血分数≤40%的患者病历。我们使用Cox比例风险模型评估SHFM的表现,用c统计量评估其区分度,通过比较观察到的和预测的生存率评估其校准情况,并通过假设评估转诊至姑息治疗的患者比例是否合适来评估其临床实用性。
我们的研究纳入了612例患者。在1年的随访期间,有83例死亡、4例进行了心脏移植和1例植入了心室辅助装置。尽管SHFM在中低风险患者中显示出非常好的区分度(c统计量=0.71)和充分的校准,但在高风险患者中,它将无事件生存率低估了12%。SHFM的临床实用性有限:33%的符合条件的患者会错过转诊机会,而只有27%的转诊患者会从中受益。
使用SHFM可能会导致较高比例的转诊,同时涵盖大多数可能从姑息治疗中受益的患者。尽管这可能比目前的转诊做法更全面、更安全,但可能会导致许多过早的转诊。