Massachusetts General Hospital, Cancer Center, Boston, MA.
Keio University School of Medicine, Department of Neuropsychiatry and Palliative Care Center, Tokyo, Japan.
Palliat Support Care. 2019 Oct;17(5):574-578. doi: 10.1017/S1478951518001074.
Wearable devices such as a wrist actigraph may have a potential to objectively estimate patients' functioning and may supplement performance status (PS). This proof-of-concept study aimed to evaluate whether actigraphy data are significantly associated with patients' functioning and are predictive of their survival in patients with metastatic non-small cell lung cancer.
We collected actigraphy data for a three-day period in ambulatory patients with stage IV non-small cell lung cancer. We computed correlations between actigraphy data (specifically, proportion of time spent immobile while awake) and clinician-rated PS, subjective report of physical activities, quality of life (the Functional Assessment of Cancer Therapy - Trial Outcome Index), and survival.
Actigraphy data (the proportion of time awake spent immobile) were significantly correlated with Functional Assessment of Cancer Therapy - Trial Outcome Index (r = -0.53, p < 0.001) and with the Eastern Cooperative Oncology Group PS (ECOG PS) (r = 0.37, p < 0.001). The proportion of time awake spent immobile was significantly associated with worse survival. For each 10% increase in this measure, the hazard ratio (HR) was 1.48 (95% confidence interval [CI95%] = 1.06, 2.06) for overall mortality, and odds ratio was 2.99 (CI95% = 1.27, 7.05) for six-month mortality. ECOG PS was also associated with worse survival (HR = 2.80, CI95% = 1.34, 5.86). Among patients with ECOG PS 0-1, the percentage of time awake spent immobile was significantly associated with worse survival, HR = 1.93 (CI95% = 1.10, 3.42), whereas ECOG PS did not predict survival.
Actigraphy may have potential to predict important clinical outcomes, such as quality of life and survival, and may serve to supplement PS. Further validation study is warranted.
腕部活动记录仪等可穿戴设备可能具有客观评估患者功能的潜力,并可补充表现状态(PS)。本概念验证研究旨在评估活动记录仪数据是否与患者的功能显著相关,并预测转移性非小细胞肺癌患者的生存情况。
我们在 IV 期非小细胞肺癌的门诊患者中收集了为期三天的活动记录仪数据。我们计算了活动记录仪数据(具体为清醒时的无活动时间比例)与临床医生评定的 PS、主观体力活动报告、生活质量(癌症治疗功能评估 - 临床试验结局指数)以及生存之间的相关性。
活动记录仪数据(清醒时无活动时间比例)与癌症治疗功能评估 - 临床试验结局指数(r = -0.53,p < 0.001)和东部合作肿瘤学组 PS(ECOG PS)(r = 0.37,p < 0.001)显著相关。清醒时无活动时间比例与较差的生存显著相关。对于该指标每增加 10%,总体死亡率的危险比(HR)为 1.48(95%置信区间 [CI95%] = 1.06, 2.06),六个月死亡率的优势比为 2.99(CI95% = 1.27, 7.05)。ECOG PS 也与较差的生存相关(HR = 2.80,CI95% = 1.34, 5.86)。在 ECOG PS 0-1 的患者中,清醒时无活动时间比例与较差的生存显著相关,HR = 1.93(CI95% = 1.10, 3.42),而 ECOG PS 不能预测生存。
活动记录仪可能具有预测重要临床结局(如生活质量和生存)的潜力,并可能补充 PS。需要进一步的验证研究。