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Updated: Aug 20, 2026

Changes in Mammary Gland Morphology and Breast Cancer Risk in Rats
Published on: October 16, 2010
Advancing Evidence of the Associations between specific Benign Breast Diagnoses and Future Breast Cancer Risk
Olivia Sattayapiwat1, Donald L Weaver2, Alexander D Borowsky3
1University of California, Davis Davis, CA United States.
Background:
Benign breast disease (BBD) increases breast cancer risk; however, associations between specific BBD diagnoses and breast cancer risk are insufficiently studied.
Methods:
We analyzed 131,075 benign breast biopsy episodes from 1994-2022 identified from eight Breast Cancer Surveillance Consortium registries. Pathological diagnoses were classified into 38 BBDs within 4 categories. For comparison, women with no prior breast biopsy and a negative screening mammogram (N=1,599,694) were identified. Associations of BBDs with invasive breast carcinoma and ductal carcinoma in situ (DCIS) were estimated using Fine-Gray competing risk models.
Results:
Over a median follow-up of 7.5 years, 35,251 invasive breast cancers and 9,743 DCIS cases occurred. Lobular carcinoma in situ was associated with a 5.61-fold (95% confidence interval [CI]: 4.10-7.68) increased risk of invasive carcinoma and an 8.82-fold (95% CI: 5.39-14.4) increased risk of DCIS. Among proliferative changes with atypia BBDs, invasive cancer hazard ratios (HRs) ranged from 2.76-4.85; DCIS HRs, 5.07-8.51. Among proliferative changes without atypia BBDs, invasive HRs ranged from near-null (papillomatosis) to moderate and strong associations (e.g., HR=1.55 for usual ductal hyperplasia and 2.84 for multiple papillomas); DCIS HRs=1.37-5.04. Nonproliferative BBDs were associated with low-to-moderate risk (invasive HRs=0.63 for atrophy to 2.16 for benign breast parenchyma; DCIS HRs=0.66-4.29). Most associations declined with increasing time since biopsy.
Conclusions:
Associations between BBDs and breast cancer varied widely within commonly used histologic categories.
Impact:
Advancing knowledge of specific BBD diagnoses may improve breast cancer risk prediction and support targeted screening and prevention strategies.
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