Evidence map›Paper›PMID 32130627›Full record

ArticleJournal of cancer survivorship : research and practice2020

Distinct trajectories of moderate to vigorous physical activity and sedentary behavior following a breast cancer diagnosis: the Pathways Study.

Zaixing Shi, Andrew Rundle, Jeanine M Genkinger, Ying Kuen Cheung, Isaac J Ergas, Janise M Roh, Lawrence H Kushi, Marilyn L Kwan, Heather Greenlee

Open access · greenAbstract read
In one paragraph

Article in Journal of cancer survivorship : research and practice, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 1 pooled it
1.0field-weighted citation impact, top 22% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. Article
  5. Article
  6. Article
  7. Article
  8. Physical activity and quality of life among breast cancer survivors: Pink SWAN.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Social-cognitive, demographic, clinical, and health-related correlates of physical activity and sedentary behaviour in newly diagnosed women with breast cancer.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2023
    Article
  14. Review
  15. Review
  16. Article
  17. Physical activity and sedentary time: associations with fatigue, pain, and depressive symptoms over 4 years post-treatment among breast cancer survivors.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2022
    Article
  18. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 4 institutions in 3 countries.

Zaixing ShiState Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China. zshi@xmu.edu.cn.ORCID 0000-0001-5518-0684
Andrew RundleColumbia University Mailman School of Public Health, New York, NY, USA.
Jeanine M GenkingerColumbia University Mailman School of Public Health, New York, NY, USA.
Ying Kuen CheungColumbia University Mailman School of Public Health, New York, NY, USA.
Isaac J ErgasDivision of Research, Kaiser Permanente Northern California, Oakland, CA, USA.
Janise M RohDivision of Research, Kaiser Permanente Northern California, Oakland, CA, USA.
Lawrence H KushiDivision of Research, Kaiser Permanente Northern California, Oakland, CA, USA.
Marilyn L KwanDivision of Research, Kaiser Permanente Northern California, Oakland, CA, USA.
Heather GreenleeDivision of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Kaiser Permanente · USHerbert Irving Comprehensive Cancer CenterCape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa · ZASeattle Cancer Care Alliance · US

Funding

Prospective Study of Breast Cancer SurvivorshipR01CA105274 · NCI · KAISER FOUNDATION RESEARCH INSTITUTE · PI KUSHI, LAWRENCE H · 2004 to 2014
$19.9M
Infrastructure for Pathways, a Prospective Study of Breast Cancer SurvivorshipU01CA195565 · NCI · KAISER FOUNDATION RESEARCH INSTITUTE · PI AMBROSONE, CHRISTINE B., KUSHI, LAWRENCE H · 2016 to 2025
$18.8M
NCI NIH HHS R01 CA105274NCI NIH HHS R01CA105274NCI NIH HHS U01 CA195565NCI NIH HHS U01CA195565
6 · The paper itself

Abstract

purposeTo identify distinct trajectories of total moderate-to-vigorous physical activity (MVPA) and sedentary behavior following a breast cancer diagnosis and their correlates.

methodsThe 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).

resultsTrajectory 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).

conclusionsIn 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.

Indexed as

Sedentary BehaviorAgedBreast NeoplasmsExerciseFemaleHumansMiddle AgedBreast cancerCancer survivorsGroup-based trajectory modelingK-meansPhysical activityTrajectory analysis

Identifiers

PMID32130627
PMCPMC7955660
OpenAlexW3009285434

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.