Zaixing Shi1,2,3,4, Andrew Rundle5,6, Jeanine M Genkinger5,6, Ying Kuen Cheung5,6, Isaac J Ergas7, Janise M Roh7, Lawrence H Kushi7, Marilyn L Kwan7, Heather Greenlee8,5,9,10. 1. State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China. zshi@xmu.edu.cn. 2. Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China. zshi@xmu.edu.cn. 3. Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA. zshi@xmu.edu.cn. 4. Columbia University Mailman School of Public Health, New York, NY, USA. zshi@xmu.edu.cn. 5. Columbia University Mailman School of Public Health, New York, NY, USA. 6. Herbert Irving Comprehensive Cancer Center, New York, NY, USA. 7. Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA. 8. Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA. 9. Seattle Cancer Care Alliance, Seattle, WA, USA. 10. University of Washington, Seattle, WA, USA.
Abstract
PURPOSE: To identify distinct trajectories of total moderate-to-vigorous physical activity (MVPA) and sedentary behavior following a breast cancer diagnosis and their correlates. METHODS: 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). RESULTS: 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). CONCLUSIONS: 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. IMPLICATIONS FOR CANCER SURVIVORS: 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.
PURPOSE: To identify distinct trajectories of total moderate-to-vigorous physical activity (MVPA) and sedentary behavior following a breast cancer diagnosis and their correlates. METHODS: 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). RESULTS: 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). CONCLUSIONS: 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. IMPLICATIONS FOR CANCER SURVIVORS: 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.
Entities:
Keywords:
Breast cancer; Cancer survivors; Group-based trajectory modeling; K-means; Physical activity; Trajectory analysis
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