Thanarajasingam Gita, Kluetz Paul G, Bhatnagar Vishal, Brown Abbie, Cathcart-Rake Elizabeth, Diamond Matthew, Faust Louis, Fiero Mallorie H, Huntington Scott F, Jeffery Molly Moore, Jones Lee, Noble Brie N, Paludo Jonas, Powers Brad, Ross Joseph S, Ritchie Jessica D, Ruddy Kathryn J, Schellhorn Sarah E, Tarver Michelle E, Dueck Amylou C, Gross Cary P
Division of Hematology, Mayo Clinic, Rochester, Minnesota, USA.
U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
medRxiv. 2023 Mar 9:2023.03.08.23286924. doi: 10.1101/2023.03.08.23286924.
Accurate, patient-centered evaluation of physical function in patients with cancer can provide important information on the functional impacts experienced by patients both from the disease and its treatment. Increasingly, digital health technology is facilitating and providing new ways to measure symptoms and function. There is a need to characterize the longitudinal measurement characteristics of physical function assessments, including clinician-reported physical function (ClinRo), patient-reported physical function (PRO), performance outcome tests (PerfO) and wearable data, to inform regulatory and clinical decision-making in cancer clinical trials and oncology practice.
In this prospective study, we are enrolling 200 English- and/or Spanish-speaking patients with breast cancer or lymphoma seen at Mayo Clinic or Yale University who will receive standard of care intravenous cytotoxic chemotherapy. Physical function assessments will be obtained longitudinally using multiple assessment modalities. Participants will be followed for 9 months using a patient-centered health data aggregating platform that consolidates study questionnaires, electronic health record data, and activity and sleep data from a wearable sensor. Data analysis will focus on understanding variability, sensitivity, and meaningful changes across the included physical function assessments and evaluating their relationship to key clinical outcomes. Additionally, the feasibility of multi-modal physical function data collection in real-world patients with cancer will be assessed, as will patient impressions of the usability and acceptability of the wearable sensor, data aggregation platform, and PROs.
This study has received approval from IRBs at Mayo Clinic, Yale University, and the U.S. Food & Drug Administration. Results will be made available to participants, funders, the research community, and the public.
The trial registration number for this study is NCT05214144.
STRENGTHS & LIMITATIONS: This study addresses an important unmet need by characterizing the performance characteristics of multiple patient-centered physical function measures in patients with cancerPhysical function is an important and undermeasured clinical outcome. Scientifically rigorous capture and measurement of physical function constitutes a key component of cancer treatment tolerability assessment both from a regulatory and clinical perspective.This study will include patients with lymphoma or breast cancer receiving a broad range of cytotoxic chemotherapy regimens. While recruitment will occur at two academic sites, patients who ultimately receive treatment at local community sites will be included.A patient-centered health data aggregating platform facilitates the delivery of patient-reported outcome measures and collection of wearable data to researchers, while reducing patient burden compared to traditional patient-generated data collection and aggregation methodsHeterogeneity in patient willingness or comfort engaging with mobile products including smartphones and wearables, enrollment primarily at large academic centers, and the modest sample size are potential limitations to the external validity of the study.
对癌症患者进行准确的、以患者为中心的身体功能评估,可以提供有关患者因疾病及其治疗所经历的功能影响的重要信息。数字健康技术越来越多地促进并提供了测量症状和功能的新方法。有必要描述身体功能评估的纵向测量特征,包括临床医生报告的身体功能(ClinRo)、患者报告的身体功能(PRO)、性能结果测试(PerfO)和可穿戴数据,以为癌症临床试验和肿瘤学实践中的监管及临床决策提供依据。
在这项前瞻性研究中,我们将招募200名在梅奥诊所或耶鲁大学就诊的乳腺癌或淋巴瘤患者,这些患者讲英语和/或西班牙语,将接受标准护理的静脉细胞毒性化疗。将使用多种评估方式纵向获取身体功能评估数据。使用以患者为中心的健康数据聚合平台对参与者进行9个月的随访,该平台整合了研究问卷、电子健康记录数据以及来自可穿戴传感器的活动和睡眠数据。数据分析将侧重于了解所纳入的身体功能评估中的变异性、敏感性和有意义的变化,并评估它们与关键临床结果的关系。此外,还将评估在现实世界中的癌症患者中进行多模式身体功能数据收集的可行性,以及患者对可穿戴传感器、数据聚合平台和患者报告结局(PRO)的可用性和可接受性的看法。
本研究已获得梅奥诊所、耶鲁大学和美国食品药品监督管理局的机构审查委员会的批准。研究结果将提供给参与者、资助者、研究界和公众。
本研究的试验注册号为NCT05214144。
本研究通过描述癌症患者多种以患者为中心的身体功能测量方法的性能特征,解决了一个重要的未满足需求。身体功能是一项重要但未得到充分测量的临床结果。从监管和临床角度来看,科学严谨地获取和测量身体功能是癌症治疗耐受性评估的关键组成部分。本研究将纳入接受广泛细胞毒性化疗方案的淋巴瘤或乳腺癌患者。虽然招募将在两个学术机构进行,但最终在当地社区机构接受治疗的患者也将被纳入。以患者为中心的健康数据聚合平台有助于向研究人员提供患者报告的结局测量数据并收集可穿戴数据,同时与传统的患者生成数据收集和聚合方法相比,减轻了患者负担。患者使用包括智能手机和可穿戴设备在内的移动产品的意愿或舒适度存在异质性、主要在大型学术中心进行招募以及样本量较小是本研究外部有效性的潜在限制。