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The association between diet-exercise patterns and self-reported prostate cancer: A cross-sectional NHANES study
Minghe Zhang1, Jian Li1, Xiangfu Lu2
1Department of Urology, General Hospital of Northern Theater Command, Shenyang, China.
Medicine
|August 7, 2026
Summary
Diet-exercise patterns show no overall link to prostate cancer. However, a pattern of high physical activity and unhealthy diet was linked to lower cancer rates in younger men but higher rates in older men.
Area of Science:
- Epidemiology
- Nutritional Science
- Gerontology
Background:
- The relationship between lifestyle factors like diet and exercise and prostate cancer risk is not fully understood.
- Previous studies have yielded inconsistent findings, necessitating further investigation into specific diet-exercise patterns.
Purpose of the Study:
- To investigate the association between distinct diet-exercise patterns and the prevalence of self-reported prostate cancer.
- To explore potential effect modification by age on this association.
Main Methods:
- Utilized data from the National Health and Nutrition Examination Survey (NHANES) 2007-2010, including 2825 participants.
- Employed multiple factor analysis to identify diet-exercise components and K-means clustering to derive distinct patterns.
- Applied weighted multivariate logistic regression, subgroup, and sensitivity analyses, accounting for NHANES complex survey design.
Main Results:
- No significant overall association was found between diet-exercise patterns and prostate cancer prevalence.
- A significant interaction by age was observed (P < .001).
- Among those younger than 65, a pattern of high physical activity and unhealthy diet (Cluster 2) was associated with lower prostate cancer prevalence (OR=0.20, P=.044).
- Among those aged 65 and older, Cluster 2 was associated with higher prostate cancer prevalence (OR=2.61, P=.009).
Conclusions:
- Diet-exercise patterns alone do not appear to be significantly associated with overall prostate cancer prevalence.
- Age significantly modifies the relationship, with different diet-exercise patterns showing opposing associations in younger versus older men.
- Further research is needed to elucidate the complex interplay between lifestyle, age, and prostate cancer risk.
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