Biomineralogical signatures of breast microcalcifications

Author:

Kunitake Jennie A. M. R.1ORCID,Sudilovsky Daniel2345,Johnson Lynn M.6ORCID,Loh Hyun-Chae7ORCID,Choi Siyoung8ORCID,Morris Patrick G.91011ORCID,Jochelson Maxine S.12ORCID,Iyengar Neil M.1113ORCID,Morrow Monica14ORCID,Masic Admir7ORCID,Fischbach Claudia815ORCID,Estroff Lara A.115ORCID

Affiliation:

1. Department of Materials Science and Engineering, Cornell University, Ithaca, NY 14850, USA.

2. Department of Pathology and Laboratory Medicine, Cayuga Medical Center at Ithaca, Ithaca, NY 14850, USA.

3. Pathology Department, Kingman Regional Medical Center, Kingman, AZ 86409, USA.

4. Pathology Department, Western Arizona Medical Center, Bullhead City, AZ 86442, USA.

5. Pathology Department, Yuma Regional Medical Center, Yuma, AZ 85364, USA.

6. Cornell Statistical Consulting Unit, Cornell University, Ithaca, NY 14850, USA.

7. Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.

8. Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14850, USA.

9. Medical Oncology Service, Beaumont Hospital, Dublin, Ireland.

10. Breast Medicine Service, Department of Medicine, Memorial Sloan Kettering Cancer Center/Evelyn H. Lauder Breast and Imaging Center, New York, NY 10065, USA.

11. Department of Medicine, Weill Cornell Medical College, New York, NY 10021, USA.

12. Department of Radiology, Memorial Sloan Kettering Cancer Center/Evelyn H. Lauder Breast and Imaging Center, New York, NY 10065, USA.

13. Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.

14. Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.

15. Kavli Institute at Cornell for Nanoscale Science, Cornell University, Ithaca, NY 14850, USA.

Abstract

Microcalcifications, primarily biogenic apatite, occur in cancerous and benign breast pathologies and are key mammographic indicators. Outside the clinic, numerous microcalcification compositional metrics (e.g., carbonate and metal content) are linked to malignancy, yet microcalcification formation is dependent on microenvironmental conditions, which are notoriously heterogeneous in breast cancer. We interrogate multiscale heterogeneity in 93 calcifications from 21 breast cancer patients using an omics-inspired approach: For each microcalcification, we define a “biomineralogical signature” combining metrics derived from Raman microscopy and energy-dispersive spectroscopy. We observe that (i) calcifications cluster into physiologically relevant groups reflecting tissue type and local malignancy; (ii) carbonate content exhibits substantial intratumor heterogeneity; (iii) trace metals including zinc, iron, and aluminum are enhanced in malignant-localized calcifications; and (iv) the lipid-to-protein ratio within calcifications is lower in patients with poor composite outcome, suggesting that there is potential clinical value in expanding research on calcification diagnostic metrics to include “mineral-entrapped” organic matrix.

Publisher

American Association for the Advancement of Science (AAAS)

Subject

Multidisciplinary

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