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Updated: Oct 16, 2025

Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
Linking Physical Activity to Breast Cancer: Text Mining Results and a Protocol for Systematically Reviewing Three
Brigid M Lynch1,2,3, Roger L Milne4,2,5, Dallas R English4,2
1Cancer Epidemiology Division, Cancer Council Victoria, Victoria, Australia. brigid.lynch@cancervic.org.au.
Physical activity may lower breast cancer risk by influencing sex hormones, insulin, and inflammation. This systematic review investigates these biological pathways to strengthen evidence of causality.
Area of Science:
- Integrative biology and cancer epidemiology.
- Mechanistic pathways linking lifestyle factors to disease risk.
Background:
- Epidemiological studies suggest physical activity reduces breast cancer risk.
- The causal link and underlying biological mechanisms remain unclear.
- Understanding these pathways is crucial for improving causal inference.
Purpose of the Study:
- To systematically review mechanistic pathways linking physical activity to breast cancer.
- To examine three specific pathways: sex steroid hormones, insulin signaling, and inflammation.
- To synthesize evidence for biological plausibility and identify research priorities.
Main Methods:
- A two-stage systematic review approach.
- Stage 1: Text Mining for Mechanism Prioritisation (TeMMPo) to identify biological intermediates.
- Stage 2: Systematic review of studies on physical activity-intermediates and intermediates-breast cancer.
- Searches in Ovid MEDLINE, EMBASE, and SPORTDiscus databases.
- Inclusion of human intervention and prospective observational studies.
- Meta-analysis, risk of bias assessment (Cochrane, ROBINS-I/E), and strength of evidence (GRADE).
Main Results:
- Synthesis of mechanistic evidence connecting physical activity to breast cancer risk through proposed pathways.
- Identification of key biological intermediates involved in the physical activity-breast cancer relationship.
- Assessment of the strength and quality of evidence for each pathway.
Conclusions:
- Mechanistic evidence supports a link between physical activity and reduced breast cancer risk via hormonal, insulin, and inflammatory pathways.
- Findings can inform future research directions and the design of targeted physical activity interventions.
- Strengthened causal inference regarding physical activity's role in breast cancer prevention.
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