State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China.
Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China.
J Cancer Surviv. 2020 Jun;14(3):393-403. doi: 10.1007/s11764-020-00856-0. Epub 2020 Mar 4.
To identify distinct trajectories of total moderate-to-vigorous physical activity (MVPA) and sedentary behavior following a breast cancer diagnosis and their correlates.
The analysis examined 3000 female breast cancer survivors within Kaiser Permanente Northern California between 2006 and 2013. Self-reported time spent on total MVPA and sedentary behaviors were assessed at baseline (mean = 1.8 months post-diagnosis) and at 6 and 24 months follow up. Trajectory groups were identified using group-based trajectory modeling and K-means for longitudinal data analysis. Trajectory groups were named by baseline activity level (high, medium, or low) and direction of change (increaser, decreaser, or maintainer).
Trajectory analyses identified three MVPA trajectories [high decreaser (7%), medium decreaser (35%), low maintainer (58%)] and four sedentary behavior trajectories [high maintainer (18%), high decreaser (27%), low increaser (24%), and low maintainer (31%)]. Women with higher education (ORs: 1.63-4.37), income (OR: 1.37), dispositional optimism (ORs: 1.60-1.86), and social support (OR: 1.33) were more likely to be high or medium decreasers of MVPA (all P < 0.05). High maintainers and high decreasers of sedentary behavior were more likely to have higher education (OR: 1.84) and social support (ORs: 1.42-1.86), but lower income (OR: 0.66; all P < 0.05).
In the 24 months following breast cancer diagnosis, 42% of survivors decreased MVPA and 73% maintained or increased time on sedentary behavior. Socioeconomic status and stress coping at diagnosis predicted subsequent PA trajectory.
It is important to prioritize exercise intervention and counseling during early stage of breast cancer survivorship, especially in survivors who are at high risk of becoming physically inactive post-diagnosis.
确定乳腺癌诊断后总中等到剧烈体力活动(MVPA)和久坐行为的不同轨迹及其相关性。
本分析检查了 2006 年至 2013 年期间 Kaiser Permanente 北加利福尼亚的 3000 名女性乳腺癌幸存者。在基线(诊断后平均 1.8 个月)和 6 个月和 24 个月随访时,评估自我报告的总 MVPA 和久坐行为时间。使用基于群组的轨迹建模和纵向数据分析的 K-均值方法识别轨迹组。轨迹组按基线活动水平(高、中或低)和变化方向(增加、减少或保持者)命名。
轨迹分析确定了三种 MVPA 轨迹[高减少者(7%)、中减少者(35%)、低保持者(58%)]和四种久坐行为轨迹[高保持者(18%)、高减少者(27%)、低增加者(24%)和低保持者(31%)]。受教育程度较高(OR:1.63-4.37)、收入(OR:1.37)、性格乐观(OR:1.60-1.86)和社会支持(OR:1.33)的女性更有可能成为 MVPA 的高低减少者(均 P<0.05)。高久坐行为保持者和减少者更有可能具有较高的教育程度(OR:1.84)和社会支持(OR:1.42-1.86),但收入较低(OR:0.66;均 P<0.05)。
在乳腺癌诊断后的 24 个月内,42%的幸存者减少了 MVPA,73%的幸存者保持或增加了久坐行为的时间。诊断时的社会经济地位和压力应对方式预测了随后的 PA 轨迹。
在乳腺癌生存的早期阶段,优先考虑运动干预和咨询非常重要,尤其是对于那些在诊断后身体活动风险较高的幸存者。