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. 2025 Nov;214(1):49-58.
doi: 10.1007/s10549-025-07792-6. Epub 2025 Aug 17.

High-resolution microCT to assess breast microcalcification morphometry by histologic lesion subtype and radiologic classification

Sarah Schrup  1 , Santo Maimone  2 , Michael Villalba  2 , Robert A Vierkant  3 , Stacey J Winham  3 , Bryan McCauley  3 , Matthew R Jensen  3 , Tanya Hoskin  3 , Lisa Seymour  4 , Denice Gehling  4 , Jessica Fischer  4 , Kush Lohani  4 , Celine M Vachon  3 , Derek C Radisky  5 , Laura Pacheco-Spann  6 , Ruby Ethridge  6 , Amy C Degnim  4 , Mark E Sherman  6
Affiliations

High-resolution microCT to assess breast microcalcification morphometry by histologic lesion subtype and radiologic classification

Sarah Schrup et al. Breast Cancer Res Treat. 2025 Nov.

Abstract

Purpose: To assess associations of 3D morphometry of breast calcifications, determined using high-resolution microCT, with underlying histopathology and evaluate the potential for classifying tissue calcifications as an aid in optimizing identification and diagnosis of the most severe pathology in a biopsy.

Methods: We compared morphometry of calcifications in tissue blocks (n = 156) of benign breast disease (n = 74), ductal carcinoma in situ (n = 39), and ductal carcinoma in situ with invasive breast cancer (n = 43) using (10 µm) microCT. Matched sections were reviewed microscopically to define lesion(s) in which calcifications were embedded. 3D reconstructions of calcifications were reviewed independently by two masked radiologists to assess the need for biopsy and calcification morphology. Calcification morphometry was compared to pathologic diagnosis using linear mixed models.

Results: A total of 12,216 calcifications (IQR 9-66 per specimen) were analyzed. Individual breast cancer-associated calcifications were significantly larger than benign breast disease-associated calcifications (padjusted = 0.012) and calcification volume was positively associated with grade of ductal carcinoma in situ (Ptrend = 0.009). Structure model index revealed more cylindrical shape in breast cancer calcifications versus benign breast disease calcifications (padjusted = 0.008). Re-analysis by the specific microscopic lesion containing the calcification, rather than the most severe diagnosis per biopsy, strengthened associations. Radiologists agreed on biopsy recommendation in 92% of microCT images, while achieving sensitivities of 53.1% and 54.3%. and specificities of 50.0% and 54.1%.

Conclusion: Our analysis provides proof-of-concept that morphometry of tissue calcifications varies by lesion type, suggesting that future studies may enable development of a pathologic classification linked to diagnosis and mammographic findings.

Keywords: 3D; Breast; Mammography; MicroCT; Microcalcifications; Morphology.

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Conflict of interest statement

Declarations. Conflict of interest: The authors declare no conflict of interest. Consent to participate: Informed consent was obtained from all individual participants included in the study. Ethics approval: This study was performed in line with the principles of the Declaration of Helsinki. Approval was granted by the Mayo Clinic IRB (75–87).

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