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Updated: Jun 14, 2025

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Quantifying Fibrillar Collagen Organization with Curvelet Transform-Based Tools
Published on: November 11, 2020
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Breast Collagen Organization: Variance by Patient Age and Breast Quadrant
Arnold Caleb Asiimwe1, Monica Pernia Marin1, Mary Salvatore1
1Department of Radiology, Columbia University Irving Medical Center, 177 Fort Washington Avenue, New York, NY 10032, USA.
Diagnostics (Basel, Switzerland)
|August 29, 2024
Summary
Breast compactness, a measure of collagen density, may be a more specific breast cancer risk marker than breast density. This finding could lead to personalized prevention strategies for women.
Area of Science:
- Biomedical Engineering
- Oncology
- Radiology
Background:
- Breast density is a known indicator of increased breast cancer risk.
- However, a more specific biomarker is needed for precise risk assessment.
- Current markers lack the specificity for tailored preventive strategies.
Purpose of the Study:
- To investigate breast compactness as a potential breast cancer risk biomarker.
- To compare breast compactness with traditional breast density measures.
- To explore the correlation between breast compactness and breast cancer occurrence patterns.
Main Methods:
- Analysis of breast tissue composition focusing on collagen fiber density.
- Correlation of breast compactness measurements with breast cancer incidence data.
- Evaluation of the spatial distribution and temporal patterns of breast compactness.
Main Results:
- Breast compactness, reflecting focal collagen density, shows a strong association with breast cancer occurrence.
- Cancer incidence is highest in the upper outer quadrants, mirroring patterns of breast compactness.
- Breast compactness levels peak during the same age frame as breast cancer incidence in women.
Conclusions:
- Breast compactness emerges as a promising, more specific biomarker for breast cancer risk.
- This biomarker's characteristics align closely with breast cancer epidemiology.
- Further research into breast compactness could enable patient-specific preventive strategies.
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