Raman Spectroscopy Reveals That Biochemical Composition of Breast Microcalcifications Correlates with Histopathologic Features.


Journal

Cancer research
ISSN: 1538-7445
Titre abrégé: Cancer Res
Pays: United States
ID NLM: 2984705R

Informations de publication

Date de publication:
15 04 2020
Historique:
received: 13 10 2019
revised: 28 12 2019
accepted: 21 02 2020
pubmed: 26 2 2020
medline: 21 10 2020
entrez: 26 2 2020
Statut: ppublish

Résumé

Breast microcalcifications are a common mammographic finding. Microcalcifications are considered suspicious signs of breast cancer and a breast biopsy is required, however, cancer is diagnosed in only a few patients. Reducing unnecessary biopsies and rapid characterization of breast microcalcifications are unmet clinical needs. In this study, 473 microcalcifications detected on breast biopsy specimens from 56 patients were characterized entirely by Raman mapping and confirmed by X-ray scattering. Microcalcifications from malignant samples were generally more homogeneous, more crystalline, and characterized by a less substituted crystal lattice compared with benign samples. There were significant differences in Raman features corresponding to the phosphate and carbonate bands between the benign and malignant groups. In addition to the heterogeneous composition, the presence of whitlockite specifically emerged as marker of benignity in benign microcalcifications. The whole Raman signature of each microcalcification was then used to build a classification model that distinguishes microcalcifications according to their overall biochemical composition. After validation, microcalcifications found in benign and malignant samples were correctly recognized with 93.5% sensitivity and 80.6% specificity. Finally, microcalcifications identified in malignant biopsies, but located outside the lesion, reported malignant features in 65% of

Identifiants

pubmed: 32094303
pii: 0008-5472.CAN-19-3204
doi: 10.1158/0008-5472.CAN-19-3204
doi:

Substances chimiques

Biomarkers 0
Calcium Phosphates 0
Carbonates 0
Phosphates 0
whitlockite 14358-97-5

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

1762-1772

Informations de copyright

©2020 American Association for Cancer Research.

Auteurs

Renzo Vanna (R)

Nanomedicine and Molecular Imaging Lab, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.

Carlo Morasso (C)

Nanomedicine and Molecular Imaging Lab, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.

Beatrice Marcinnò (B)

Custom Computing and Processing Systems Laboratory, Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.

Francesca Piccotti (F)

Nanomedicine and Molecular Imaging Lab, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.

Emanuele Torti (E)

Custom Computing and Processing Systems Laboratory, Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.

Davide Altamura (D)

Institute of Crystallography, National Research Council, Bari, Italy.

Sara Albasini (S)

Nanomedicine and Molecular Imaging Lab, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.

Manuela Agozzino (M)

Pathology Unit, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.

Laura Villani (L)

Pathology Unit, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.

Luca Sorrentino (L)

Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milan, Milan, Italy.

Oliver Bunk (O)

Paul Scherrer Institut, Villigen, Switzerland.

Francesco Leporati (F)

Custom Computing and Processing Systems Laboratory, Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.

Cinzia Giannini (C)

Institute of Crystallography, National Research Council, Bari, Italy.

Fabio Corsi (F)

Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milan, Milan, Italy. fabio.corsi@unimi.it.
Breast Unit, Department of Surgery, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.

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