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利用数字健康技术实现嵌合抗原受体 T 细胞疗法的新一代技术。

Next-Generation Implementation of Chimeric Antigen Receptor T-Cell Therapy Using Digital Health.

机构信息

Division of Hematology/Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA.

Department of Radiation Oncology, Jefferson University, Philadelphia, PA.

出版信息

JCO Clin Cancer Inform. 2021 Jun;5:668-678. doi: 10.1200/CCI.21.00023.

Abstract

Chimeric antigen receptor T-cell (CAR-T) therapy is a paradigm-shifting immunotherapy modality in oncology; however, unique toxicities such as cytokine release syndrome (CRS) and immune effector cell-associated neurotoxicity syndrome limit its ability to be implemented more widely in the outpatient setting or at smaller-volume centers. Three operational challenges with CAR-T therapy include the following: (1) the logistics of toxicity monitoring, ie, with frequent vital sign checks and neurologic assessments; (2) the specialized knowledge required for toxicity management, particularly with regard to CRS and immune effector cell-associated neurotoxicity syndrome; and (3) the need for high-quality symptomatic and supportive care during this intensive period. In this review, we explore potential niches for digital innovations that can improve the implementation of CAR-T therapy in each of these domains. These tools include patient-facing technologies and provider-facing platforms: for example, wearable devices and mobile health apps to screen for fevers and encephalopathy, electronic patient-reported outcome assessments-based workflows to assist with symptom management, machine learning algorithms to predict emerging CRS in real time, clinical decision support systems to assist with toxicity management, and digital coaching to help maintain wellness. Televisits, which have grown in prominence since the novel coronavirus pandemic, will continue to play a key role in the monitoring and management of CAR-T-related toxicities as well. Limitations of these strategies include the need to ensure care equity and stakeholder buy-in, both operationally and financially. Nevertheless, once developed and validated, the next-generation implementation of CAR-T therapy using these digital tools may improve both its safety and accessibility.

摘要

嵌合抗原受体 T 细胞(CAR-T)疗法是肿瘤学中一种具有颠覆性的免疫疗法;然而,细胞因子释放综合征(CRS)和免疫效应细胞相关神经毒性综合征等独特毒性限制了其在门诊环境或较小容量中心更广泛应用的能力。CAR-T 疗法面临三个运营挑战,包括以下三个方面:(1)毒性监测的后勤工作,即频繁的生命体征检查和神经评估;(2)毒性管理所需的专业知识,特别是在 CRS 和免疫效应细胞相关神经毒性综合征方面;(3)在这个强化期间需要高质量的对症和支持性护理。在这篇综述中,我们探讨了数字创新可能改善这些领域中 CAR-T 疗法实施的潜在领域。这些工具包括面向患者的技术和面向提供者的平台:例如,可穿戴设备和移动健康应用程序可用于筛查发热和脑病,基于电子患者报告结果评估的工作流程可用于协助症状管理,机器学习算法可实时预测新发 CRS,临床决策支持系统可协助毒性管理,以及数字辅导可帮助保持健康。自新冠疫情以来,虚拟就诊变得越来越重要,它将继续在 CAR-T 相关毒性的监测和管理中发挥关键作用。这些策略的局限性包括需要确保在运营和财务方面都具有公平性和利益相关者的支持。然而,一旦开发和验证,使用这些数字工具的下一代 CAR-T 疗法的实施可能会提高其安全性和可及性。

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