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High-resolution microCT to assess breast microcalcification morphometry by histologic lesion subtype and radiologic
Sarah Schrup1, Santo Maimone2, Michael Villalba2
1Mayo Clinic Graduate School of Biomedical Sciences, 200 1st St SW, Rochester, MN, 55902, USA. schrup.sarah@mayo.edu.
Breast Cancer Research and Treatment
|August 17, 2025
Summary
Breast calcification shape and size, analyzed using microCT, differ between benign and malignant tissues. This 3D morphometry may aid in classifying calcifications to improve breast cancer diagnosis.
Area of Science:
- Biomedical Imaging
- Radiology
- Pathology
Background:
- Breast calcifications are common mammographic findings.
- Distinguishing benign from malignant calcifications is crucial for patient management.
- Current methods for calcification analysis have limitations.
Purpose of the Study:
- To assess associations of 3D morphometry of breast calcifications with underlying histopathology.
- To evaluate the potential for classifying tissue calcifications to optimize identification and diagnosis of severe breast pathology.
Main Methods:
- Compared morphometry of 12,216 calcifications in 156 breast tissue blocks (benign, ductal carcinoma in situ, invasive carcinoma) using microCT.
- Analyzed 3D reconstructions of calcifications and compared morphometry to pathologic diagnosis.
- Radiologists assessed biopsy need and calcification morphology from microCT images.
Main Results:
- Breast cancer-associated calcifications were significantly larger and more cylindrical than benign ones.
- Calcification volume positively associated with ductal carcinoma in situ grade.
- Radiologists achieved 92% agreement on biopsy recommendations with moderate sensitivity and specificity.
Conclusions:
- Tissue calcification morphometry varies by lesion type, supporting potential for classification.
- Future studies may develop a pathologic classification linked to diagnosis and mammographic findings.
- 3D microCT analysis offers a novel approach to characterizing breast calcifications.
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