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Mammographic Breast Density in Chinese Women: Spatial Distribution and Autocorrelation Patterns

Mammographic breast density (MBD) is a strong risk factor for breast cancer. The spatial distribution of MBD in the breast is variable and dependent on physiological, genetic, environmental and pathological factors. This pilot study aims to define the spatial distribution and autocorrelation pattern...

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Detalles Bibliográficos
Autores principales: Lai, Christopher W. K., Law, Helen K. W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4558090/
https://www.ncbi.nlm.nih.gov/pubmed/26332221
http://dx.doi.org/10.1371/journal.pone.0136881
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author Lai, Christopher W. K.
Law, Helen K. W.
author_facet Lai, Christopher W. K.
Law, Helen K. W.
author_sort Lai, Christopher W. K.
collection PubMed
description Mammographic breast density (MBD) is a strong risk factor for breast cancer. The spatial distribution of MBD in the breast is variable and dependent on physiological, genetic, environmental and pathological factors. This pilot study aims to define the spatial distribution and autocorrelation patterns of MBD in Chinese women aged 40–60. By analyzing their digital mammographic images using a public domain Java image processing program for segmentation and quantification of MBD, we found their left and right breasts were symmetric to each other in regard to their breast size (Total Breast Area), the amount of BMD (overall PD) and Moran's I values. Their MBD was also spatially autocorrelated together in the anterior part of the breast in those with a smaller breast size, while those with a larger breast size tend to have their MBD clustered near the posterior part of the breast. Finally, we observed that the autocorrelation pattern of MBD was dispersed after a 3-year observation period.
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spelling pubmed-45580902015-09-10 Mammographic Breast Density in Chinese Women: Spatial Distribution and Autocorrelation Patterns Lai, Christopher W. K. Law, Helen K. W. PLoS One Research Article Mammographic breast density (MBD) is a strong risk factor for breast cancer. The spatial distribution of MBD in the breast is variable and dependent on physiological, genetic, environmental and pathological factors. This pilot study aims to define the spatial distribution and autocorrelation patterns of MBD in Chinese women aged 40–60. By analyzing their digital mammographic images using a public domain Java image processing program for segmentation and quantification of MBD, we found their left and right breasts were symmetric to each other in regard to their breast size (Total Breast Area), the amount of BMD (overall PD) and Moran's I values. Their MBD was also spatially autocorrelated together in the anterior part of the breast in those with a smaller breast size, while those with a larger breast size tend to have their MBD clustered near the posterior part of the breast. Finally, we observed that the autocorrelation pattern of MBD was dispersed after a 3-year observation period. Public Library of Science 2015-09-02 /pmc/articles/PMC4558090/ /pubmed/26332221 http://dx.doi.org/10.1371/journal.pone.0136881 Text en © 2015 Lai, Law http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Lai, Christopher W. K.
Law, Helen K. W.
Mammographic Breast Density in Chinese Women: Spatial Distribution and Autocorrelation Patterns
title Mammographic Breast Density in Chinese Women: Spatial Distribution and Autocorrelation Patterns
title_full Mammographic Breast Density in Chinese Women: Spatial Distribution and Autocorrelation Patterns
title_fullStr Mammographic Breast Density in Chinese Women: Spatial Distribution and Autocorrelation Patterns
title_full_unstemmed Mammographic Breast Density in Chinese Women: Spatial Distribution and Autocorrelation Patterns
title_short Mammographic Breast Density in Chinese Women: Spatial Distribution and Autocorrelation Patterns
title_sort mammographic breast density in chinese women: spatial distribution and autocorrelation patterns
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4558090/
https://www.ncbi.nlm.nih.gov/pubmed/26332221
http://dx.doi.org/10.1371/journal.pone.0136881
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