Skip to content

Author

C. Yılmaz

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Aug 2026

Association of Pre-Diagnosis Breast Assessment Practices and Risk Factors with Breast Cancer Stage at Diagnosis: A Single-Center Cross-Sectional Study

Objective: To describe breast assessment before diagnosis among women with breast cancer (BC) and examine its association with stage at diagnosis. Methods: This single-center cross-sectional study included 191 women with BC attending a medical oncology clinic. Participants completed a face-to-face questionnaire on breast self-examination (BSE), clinical breast examination (CBE), mammography, and patient characteristics. The stage was obtained from medical records. Mammography history was self-reported, and screening mammography could not be distinguished from diagnostic imaging. Exploratory logistic regression compared stage IV with stages I–III. Results: At diagnosis, 41 women (21.5%) had stage IV disease. Regular monthly BSE, regular CBE, and biennial mammography were reported by 8.4%, 3.7%, and 21.4%, respectively. Metastatic disease was present in 7.3% of women who reported biennial mammography and in 25.3% of other women (p = 0.013). In the exploratory multivariable model, biennial mammography was associated with lower odds of metastatic disease (adjusted OR 0.242, 95% CI 0.067–0.869), whereas later menarche was associated with higher odds (adjusted OR 1.273, 95% CI 1.017–1.592). Smoking and hormonal medication use also showed inverse associations, but these findings may reflect confounding or selection and should not be viewed as protective. Conclusions: Self-reported biennial mammography was associated with earlier stage and lower odds of metastatic disease at diagnosis. This cross-sectional study of women with BC cannot establish causality or screening-program effectiveness.

Halime Seda Küçükerdem, C. Yılmaz, Özden Gökdemir · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.