ArticleBiomedical optics express2020
Novel quantitative signature of tumor stromal architecture: polarized light imaging differentiates between myxoid and sclerotic human breast cancer stroma.
Article in Biomedical optics express, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 17 citations in OpenAlex.
- Machine learning-based prediction of luminal breast cancer subtypes using polarised light microscopy.British journal of cancer · 2025Article
- Machine learning based local recurrence prediction in colorectal cancer using polarized light imaging.Journal of biomedical optics · 2024Article
- Mueller matrix polarization parameters correlate with local recurrence in patients with stage III colorectal cancer.Scientific reports · 2023Article
- Collagens in Cancer: Structural Regulators and Guardians of Cancer Progression.Cancer research · 2023Review
- Polarimetric biomarkers of peri-tumoral stroma can correlate with 5-year survival in patients with left-sided colorectal cancer.Scientific reports · 2022Article
- Toward the development of a polarimetric tool to diagnose the fibrotic human ventricular myocardium.Journal of biomedical optics · 2022Article
- High-fidelity and rapid cellular-level Mueller matrix imaging for tissue identification with unstained sections.Biomedical optics express · 2021Article
- Toward a quantitative method for estimating tumour-stroma ratio in breast cancer using polarized light microscopy.Biomedical optics express · 2021Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
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.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.