Novel quantitative signature of tumor stromal architecture: polarized light imaging differentiates between myxoid and sclerotic human breast cancer stroma.


Journal

Biomedical optics express
ISSN: 2156-7085
Titre abrégé: Biomed Opt Express
Pays: United States
ID NLM: 101540630

Informations de publication

Date de publication:
01 Jun 2020
Historique:
received: 16 03 2020
revised: 12 05 2020
accepted: 14 05 2020
entrez: 9 7 2020
pubmed: 9 7 2020
medline: 9 7 2020
Statut: epublish

Résumé

As a leading cause of death in women, breast cancer is a global health concern for which personalized therapy remains largely unrealized, resulting in over- or under-treatment. Recently, tumor stroma has been shown to carry important prognostic information, both in its relative abundance and morphology, but its current assessment methods are few and suboptimal. Herein, we present a novel stromal architecture signature (SAS) methodology based on polarized light imaging that quantifies patterns of tumor connective tissue. We demonstrate its ability to differentiate between myxoid and sclerotic stroma, two pathology-derived categories associated with significantly different patient outcomes. The results demonstrate a 97% sensitivity and 88% specificity for myxoid stroma identification in a pilot study of 102 regions of interest from human invasive ductal carcinoma breast cancer surgical specimens (20 patients). Additionally, the SAS numerical score is indicative of the wide range of stromal characteristics within these binary classes and highlights ambiguous mixed-morphology regions prone to misclassification. The enabling polarized light microscopy technique is inexpensive, fast, fully automatable, applicable to fresh or embedded tissue without the need for staining and thus potentially translatable into research and/or clinical settings. The SAS metric yields quantifiable and objective stromal characterization with promise for prognosis in many types of cancers beyond breast carcinoma, enabling researchers and clinicians to further investigate the emerging and important role of stromal architectural patterns in solid tumors.

Identifiants

pubmed: 32637252
doi: 10.1364/BOE.392722
pii: 392722
pmc: PMC7316019
doi:

Types de publication

Journal Article

Langues

eng

Pagination

3246-3262

Informations de copyright

© 2020 Optical Society of America under the terms of the OSA Open Access Publishing Agreement.

Déclaration de conflit d'intérêts

The authors declare no conflicts of interest.

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Auteurs

Blake Jones (B)

Department of Medical Biophysics, University of Toronto, 101 College St, Toronto, ON M5G 1L7, Canada.
Authors contributed equally.

Georgia Thomas (G)

Department of Medical Biophysics, University of Toronto, 101 College St, Toronto, ON M5G 1L7, Canada.
Authors contributed equally.

Jared Westreich (J)

Department of Medical Biophysics, University of Toronto, 101 College St, Toronto, ON M5G 1L7, Canada.

Sharon Nofech-Mozes (S)

Department of Laboratory Medicine and Pathobiology, University of Toronto, 1 King's College Cir, Toronto, ON M5S 1A8, Canada.

Alex Vitkin (A)

Department of Medical Biophysics, University of Toronto, 101 College St, Toronto, ON M5G 1L7, Canada.
Division of Biophysics and Bioimaging, Princess Margaret Cancer Center, University Health Network, 610 University Ave, Toronto, ON M5G 2C1, Canada.
Department of Radiation Oncology, University of Toronto, Stewart building, 149 College St Suite 504, Toronto, ON M5 T 1P5, Canada.
Co-senior authors.

Mohammadali Khorasani (M)

Department of Surgical Oncology, University of Toronto, Princess Margaret Cancer Center, OPG Wing, 6th floor, 610 University Avenue Toronto, ON M5G 2M9, Canada.
Co-senior authors.

Classifications MeSH