Delaney Laura, Browne Andrew, Veldtman Gruschen R, Huang Sihong
King's Business School, King's College London, UK.
Nuffield Department of Population Health, University of Oxford, UK.
Int J Cardiol Congenit Heart Dis. 2025 May 27;21:100597. doi: 10.1016/j.ijcchd.2025.100597. eCollection 2025 Sep.
Here we propose a novel approach to determine a patient-specific optimal time for pulmonary valve replacement (PVR) in patients with repaired tetralogy of Fallot (rTOF) based on a mathematical technique known as optimal stopping theory.
We outline, in a theoretical framework, how we would apply the proposed timing rule for PVR in patients with rTOF. We define each of the model input variables specific to PVR, and we describe how the model can be assessed for its suitability for use in clinical practice to guide timing of PVR in patients with rTOF.
In this manuscript we demonstrate, for the first time, an application of a timing rule derived from a mathematical technique known as optimal stopping theory to determine the optimal time to perform PVR in patients with rTOF. Using the technique, we derive two patient-specific-thresholds on clinical status based on patient specific risk factors. PVR is recommended if at the time of assessment, a patient's clinical status lies between the thresholds. Otherwise, they are either too well or too unwell to undergo PVR.
Current clinical practice guidelines for timing of PVR in patients with rTOF remains flawed and has since been challenged. We believe the timing rule is a suitable approach to complement current medical guidelines on when to perform PVR in patients with rTOF on a patient-specific level. To determine its suitability for generalized application in clinical practice, we intent to validate it retrospectively using large clinical cohort(s) who have undergone PVR for rTOF.
在此,我们提出一种新方法,基于一种称为最优停止理论的数学技术,为法洛四联症修复术后(rTOF)患者确定特定于患者的肺动脉瓣置换(PVR)最佳时间。
我们在一个理论框架中概述了如何将提议的PVR时间规则应用于rTOF患者。我们定义了PVR特有的每个模型输入变量,并描述了如何评估该模型在临床实践中用于指导rTOF患者PVR时间的适用性。
在本手稿中,我们首次展示了一种源自称为最优停止理论的数学技术的时间规则在确定rTOF患者进行PVR的最佳时间方面的应用。使用该技术,我们根据患者特定的风险因素得出了基于临床状态的两个特定于患者的阈值。如果在评估时患者的临床状态处于阈值之间,则建议进行PVR。否则,他们要么状态太好要么太差而无法进行PVR。
目前关于rTOF患者PVR时间的临床实践指南仍然存在缺陷,并且已经受到挑战。我们认为该时间规则是一种合适的方法,可以在特定于患者的层面上补充当前关于何时对rTOF患者进行PVR的医学指南。为了确定其在临床实践中广泛应用的适用性,我们打算使用接受过rTOF的PVR的大型临床队列进行回顾性验证。