Bachman Shelby L, Gomes Emma, Aryal Suvekshya, Cella David, Clay Ieuan, Lyden Kate, Leach Heather J
VivoSense, Inc, Newport Coast, CA, United States.
Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, United States.
JMIR Cancer. 2024 Jul 15;10:e53180. doi: 10.2196/53180.
As the number of cancer survivors increases, maintaining health-related quality of life in cancer survivorship is a priority. This necessitates accurate and reliable methods to assess how cancer survivors are feeling and functioning. Real-world digital measures derived from wearable sensors offer potential for monitoring well-being and physical function in cancer survivorship, but questions surrounding the clinical utility of these measures remain to be answered.
In this secondary analysis, we used 2 existing data sets to examine how measures of real-world physical behavior, captured with a wearable accelerometer, were related to aerobic fitness and self-reported well-being and physical function in a sample of individuals who had completed cancer treatment.
Overall, 86 disease-free cancer survivors aged 21-85 years completed self-report assessments of well-being and physical function, as well as a submaximal exercise test that was used to estimate their aerobic fitness, quantified as predicted submaximal oxygen uptake (VO). A thigh-worn accelerometer was used to monitor participants' real-world physical behavior for 7 days. Accelerometry data were used to calculate average values of the following measures of physical behavior: sedentary time, step counts, time in light and moderate to vigorous physical activity, time and weighted median cadence in stepping bouts over 1 minute, and peak 30-second cadence.
Spearman correlation analyses indicated that 6 (86%) of the 7 accelerometry-derived measures of real-world physical behavior were not significantly correlated with Functional Assessment of Cancer Therapy-General total well-being or linked Patient-Reported Outcomes Measurement Information System-Physical Function scores (Ps≥.08). In contrast, all but one of the physical behavior measures were significantly correlated with submaximal VO (Ps≤.03). Comparing these associations using likelihood ratio tests, we found that step counts, time in stepping bouts over 1 minute, and time in moderate to vigorous activity were more strongly associated with submaximal VO than with self-reported well-being or physical function (Ps≤.03). In contrast, cadence in stepping bouts over 1 minute and peak 30-second cadence were not more associated with submaximal VO than with the self-reported measures (Ps≥.08).
In a sample of disease-free cancer survivors, we found that several measures of real-world physical behavior were more associated with aerobic fitness than with self-reported well-being and physical function. These results highlight the possibility that in individuals who have completed cancer treatment, measures of real-world physical behavior may provide additional information compared with self-reported and performance measures. To advance the appropriate use of digital measures in oncology clinical research, further research evaluating the clinical utility of real-world physical behavior over time in large, representative samples of cancer survivors is warranted.
ClinicalTrials.gov NCT03781154; https://clinicaltrials.gov/ct2/show/NCT03781154.
随着癌症幸存者数量的增加,在癌症 survivorship 阶段维持与健康相关的生活质量成为当务之急。这就需要准确可靠的方法来评估癌症幸存者的感受和功能状况。源自可穿戴传感器的真实世界数字测量方法为监测癌症 survivorship 阶段的幸福感和身体功能提供了潜力,但围绕这些测量方法临床效用的问题仍有待解答。
在这项二次分析中,我们使用两个现有数据集来研究通过可穿戴加速度计捕获的真实世界身体行为测量值与有氧适能以及已完成癌症治疗个体样本中自我报告的幸福感和身体功能之间的关系。
总体而言,86 名年龄在 21 - 85 岁的无病癌症幸存者完成了幸福感和身体功能的自我报告评估,以及一项用于估计其有氧适能的次极量运动测试,有氧适能量化为预测的次极量摄氧量(VO)。使用佩戴在大腿上的加速度计监测参与者 7 天的真实世界身体行为。加速度计数据用于计算以下身体行为测量值的平均值:久坐时间、步数、轻度和中度至剧烈身体活动时间、1 分钟以上步行时段的时间和加权中位数步频,以及 30 秒峰值步频。
Spearman 相关性分析表明,7 项源自加速度计的真实世界身体行为测量值中的 6 项(86%)与癌症治疗功能评估 - 总体幸福感或关联的患者报告结局测量信息系统 - 身体功能得分无显著相关性(P≥0.08)。相比之下,除一项外,所有身体行为测量值均与次极量 VO 显著相关(P≤0.03)。使用似然比检验比较这些关联,我们发现步数、1 分钟以上步行时段的时间以及中度至剧烈活动时间与次极量 VO 的关联比与自我报告的幸福感或身体功能更强(P≤0.03)。相比之下,1 分钟以上步行时段的步频和 30 秒峰值步频与次极量 VO 的关联并不比与自我报告测量值更强(P≥0.08)。
在无病癌症幸存者样本中,我们发现几项真实世界身体行为测量值与有氧适能的关联比与自我报告的幸福感和身体功能更强。这些结果凸显了在已完成癌症治疗的个体中,真实世界身体行为测量值可能比自我报告和表现测量值提供更多信息的可能性。为了推进数字测量方法在肿瘤临床研究中的合理应用,有必要进行进一步研究,以评估在大型、有代表性的癌症幸存者样本中真实世界身体行为随时间的临床效用。
ClinicalTrials.gov NCT03781154;https://clinicaltrials.gov/ct2/show/NCT03781154