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乳腺生物学中的定量图像分析。

Quantitative image analysis in mammary gland biology.

作者信息

Fernandez-Gonzalez Rodrigo, Barcellos-Hoff Mary Helen, Ortiz-de-Solórzano Carlos

机构信息

Life Sciences Division, Lawrence Berkeley National Laboratory, University of California, California, USA.

出版信息

J Mammary Gland Biol Neoplasia. 2004 Oct;9(4):343-59. doi: 10.1007/s10911-004-1405-9.

DOI:10.1007/s10911-004-1405-9
PMID:15838604
Abstract

In this paper we present a summary of recent quantitative approaches used for the analysis of macro and microscopic images in mammary gland biology. The advantages and disadvantages of whole mount analysis, reconstruction of serial tissue sections and nucleus/cell segmentation of either conventional and confocal images are discussed, as are applications of quantitative image analysis, such as quantification of protein levels or vasculature measurements in normal tissue and cancer. Integration of quantitative imaging into the further study of the mammary gland holds the promise of better understanding its tissue complexity that evolves during development, differentiation and disease.

摘要

在本文中,我们总结了近期用于乳腺生物学中宏观和微观图像分析的定量方法。讨论了整体标本分析、连续组织切片重建以及传统图像和共聚焦图像的细胞核/细胞分割的优缺点,还讨论了定量图像分析的应用,如正常组织和癌症中蛋白质水平的定量或血管系统测量。将定量成像整合到乳腺的进一步研究中,有望更好地理解其在发育、分化和疾病过程中演变的组织复杂性。

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IEEE Trans Neural Netw. 2003;14(3):680-7. doi: 10.1109/TNN.2003.810615.
2
Combining intensity, edge and shape information for 2D and 3D segmentation of cell nuclei in tissue sections.结合强度、边缘和形状信息用于组织切片中细胞核的二维和三维分割。
J Microsc. 2004 Jul;215(Pt 1):67-76. doi: 10.1111/j.0022-2720.2004.01338.x.
3
Automatic segmentation of histological structures in mammary gland tissue sections.
避免异质性肿瘤统计分析中的陷阱。
Biomed Inform Insights. 2009 Jan 1;2:11-18. doi: 10.4137/bii.s2222.
4
Quantitative analysis of three-dimensional human mammary epithelial tissue architecture reveals a role for tenascin-C in regulating c-met function.定量分析三维人类乳腺上皮组织架构揭示了 tenascin-C 在调节 c-met 功能中的作用。
Am J Pathol. 2010 Feb;176(2):827-38. doi: 10.2353/ajpath.2010.090006. Epub 2009 Dec 30.
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Quantitative three-dimensional microscopy approaches with applications in breast cancer biology including measurement of genomic instability.定量三维显微镜技术在乳腺癌生物学中的应用,包括基因组不稳定性的测量。
J Mammary Gland Biol Neoplasia. 2004 Oct;9(4):383-91. doi: 10.1007/s10911-004-1408-6.
乳腺组织切片中组织结构的自动分割
J Biomed Opt. 2004 May-Jun;9(3):444-53. doi: 10.1117/1.1699011.
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Cancer Res. 2004 Jun 1;64(11):4001-9. doi: 10.1158/0008-5472.CAN-03-2984.
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