TY - JOUR
T1 - Collagen i fiber density increases in lymph node positive breast cancers
T2 - Pilot study
AU - Kakkad, Samata M.
AU - Solaiyappan, Meiyappan
AU - Argani, Pedram
AU - Sukumar, Saraswati
AU - Jacobs, Lisa K.
AU - Leibfritz, Dieter
AU - Bhujwalla, Zaver M.
AU - Glunde, Kristine
N1 - Funding Information:
The authors thank Dr. Scot Kuo for expert technical support with the microscopy studies on the Zeiss 710 NLO Meta confocal microscope equipped for multiphoton microscopy, Dr. Xingde Li and Dr. Antonio Wolff for helpful discussions throughout this project, and Tiffany R. Greenwood for laboratory support. This work was supported by National Institutes of Health grants P50 CA103175 and P30 CA006973.
PY - 2012/11
Y1 - 2012/11
N2 - Collagen I (Col1) fibers are a major structuralcomponentin the extracellular matrix ofhumanbreast cancers. In a preliminary pilot study, we explored the link between Col1 fiber density in primary human breast cancers and the occurrence of lymph node metastasis. Col1 fibers were detected by second harmonic generation (SHG) microscopy in primary human breast cancers from patients presenting with lymph node metastasis (LN+) versus those without lymph node metastasis (LN-). Col1 fiber density, which was quantified using our in-house SHG image analysis software, was significantly higher in the primary human breast cancers of LN+ (fiber volume = 29.22% ± 4.72%, inter-fiber distance = 2.25 ± 0.45 μm) versus LN- (fiber volume = 20.33%± 5.56%, inter-fiber distance = 2.88 ± 1.07 μm) patients. Texture analysis by evaluating the co-occurrence matrix and the Fourier transform of the Col1 fibers proved to be significantly different for the parameters of co-relation and energy, as well as aspect ratio and eccentricity, for LN+ versus LN- cases. We also demonstrated that tissue fixation and paraffin embedding had negligible effect on SHG Col1 fiber detection and quantification. High Col1 fiber density in primary breast tumors is associated with breast cancer metastasis and may serve as an imaging biomarker of metastasis.
AB - Collagen I (Col1) fibers are a major structuralcomponentin the extracellular matrix ofhumanbreast cancers. In a preliminary pilot study, we explored the link between Col1 fiber density in primary human breast cancers and the occurrence of lymph node metastasis. Col1 fibers were detected by second harmonic generation (SHG) microscopy in primary human breast cancers from patients presenting with lymph node metastasis (LN+) versus those without lymph node metastasis (LN-). Col1 fiber density, which was quantified using our in-house SHG image analysis software, was significantly higher in the primary human breast cancers of LN+ (fiber volume = 29.22% ± 4.72%, inter-fiber distance = 2.25 ± 0.45 μm) versus LN- (fiber volume = 20.33%± 5.56%, inter-fiber distance = 2.88 ± 1.07 μm) patients. Texture analysis by evaluating the co-occurrence matrix and the Fourier transform of the Col1 fibers proved to be significantly different for the parameters of co-relation and energy, as well as aspect ratio and eccentricity, for LN+ versus LN- cases. We also demonstrated that tissue fixation and paraffin embedding had negligible effect on SHG Col1 fiber detection and quantification. High Col1 fiber density in primary breast tumors is associated with breast cancer metastasis and may serve as an imaging biomarker of metastasis.
KW - Collagen I
KW - breast cancer
KW - fiber
KW - lymph node metastasis
KW - second harmonic generation microscopy
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U2 - 10.1117/1.JBO.17.11.116017
DO - 10.1117/1.JBO.17.11.116017
M3 - Article
C2 - 23117811
AN - SCOPUS:84870610492
SN - 1083-3668
VL - 17
JO - Journal of biomedical optics
JF - Journal of biomedical optics
IS - 11
M1 - 116017
ER -