Quantifying collagen structure in breast biopsies using second-harmonic generation imaging

被引:117
作者
Ambekar, Raghu [1 ,2 ]
Lau, Tung-Yuen [1 ]
Walsh, Michael [3 ]
Bhargava, Rohit [4 ]
Toussaint, Kimani C., Jr. [1 ,2 ,4 ]
机构
[1] Univ Illinois, Dept Mech Sci & Engn, Urbana, IL 61801 USA
[2] Univ Illinois, Dept Elect & Comp Engn, Urbana, IL 61801 USA
[3] Univ Illinois, Beckman Inst Adv Sci & Technol, Urbana, IL 61801 USA
[4] Univ Illinois, Dept Bioengn, Urbana, IL 61801 USA
来源
BIOMEDICAL OPTICS EXPRESS | 2012年 / 3卷 / 09期
基金
美国国家科学基金会;
关键词
EXTRACELLULAR-MATRIX; QUANTITATIVE-ANALYSIS; MICROSCOPY; CANCER; TISSUE; DISCRIMINATION; TRANSITION; MYOSIN; IMAGES; STROMA;
D O I
10.1364/BOE.3.002021
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Quantitative second-harmonic generation imaging is employed to assess stromal collagen in normal, hyperplastic, dysplastic, and malignant breast tissues. The cellular scale organization is quantified using Fourier transform-second harmonic generation imaging (FT-SHG), while the molecular scale organization is quantified using polarization-resolved second-harmonic generation measurements (P-SHG). In the case of FT-SHG, we apply a parameter that quantifies the regularity in collagen fiber orientation and find that malignant tissue contains locally aligned fibers compared to other tissue conditions. Alternatively, using P-SHG we calculate the ratio of tensor elements (d(15)/d(31), d(22)/d(31), and d(33)/d(31)) of the second-order susceptibility chi(2) for collagen fibers in breast biopsies. In particular, d(15)/d(31) shows potential differences across the tissue pathology. We also find that trigonal symmetry (3m) is a more appropriate model to describe collagen fibers in malignant tissues as opposed to the conventionally used hexagonal symmetry (C6). This novel method of targeting collagen fibers using a combination of two quantitative SHG techniques, FT-SHG and P-SHG, holds promise for breast tissue analysis and applications to characterizing cancer in a manner that is compatible with clinical practice. (c) 2012 Optical Society of America
引用
收藏
页码:2021 / 2035
页数:15
相关论文
共 48 条
[31]   Collagen reorganization at the tumor-stromal interface facilitates local invasion [J].
Provenzano, Paolo P. ;
Eliceiri, Kevin W. ;
Campbell, Jay M. ;
Inman, David R. ;
White, John G. ;
Keely, Patricia J. .
BMC MEDICINE, 2006, 4 (1)
[32]   Quantitative discrimination between endogenous SHG sources in mammalian tissue, based on their polarization response [J].
Psilodimitrakopoulos, Sotiris ;
Artigas, David ;
Soria, Guadalupe ;
Amat-Roldan, Ivan ;
Planas, Anna M. ;
Loza-Alvarez, Pablo .
OPTICS EXPRESS, 2009, 17 (12) :10168-10176
[33]   In vivo, pixel-resolution mapping of thick filaments' orientation in nonfibrilar muscle using polarization-sensitive second harmonic generation microscopy [J].
Psilodimitrakopoulos, Sotiris ;
Santos, Susana I. C. O. ;
Amat-Roldan, Ivan ;
Thayil, Anisha K. N. ;
Artigas, David ;
Loza-Alvarez, Pablo .
JOURNAL OF BIOMEDICAL OPTICS, 2009, 14 (01)
[34]   Order and disorder: The role of extracellular matrix in epithelial cancer [J].
Radisky, D ;
Muschler, J ;
Bissell, MJ .
CANCER INVESTIGATION, 2002, 20 (01) :139-153
[35]   Quantitative analysis of forward and backward second-harmonic images of collagen fibers using Fourier transform second-harmonic-generation microscopy [J].
Rao, Raghu Ambekar Ramachandra ;
Mehta, Monal R. ;
Leithem, Scott ;
Toussaint, Kimani C., Jr. .
OPTICS LETTERS, 2009, 34 (24) :3779-3781
[36]   Fourier transform-second-harmonic generation imaging of biological tissues [J].
Rao, Raghu Ambekar Ramachandra ;
Mehta, Monal R. ;
Toussaint, Kimani C., Jr. .
OPTICS EXPRESS, 2009, 17 (17) :14534-14542
[37]  
Saleh B.E., 2019, Fundamentals of Photonics
[38]  
Siegel RL, 2020, ANTI-CANCER DRUG, V70, P7, DOI [10.3322/caac.21590, DOI 10.1097/CAD.0000000000000617]
[39]   Quantitative analysis of collagen fiber organization in injured tendons using Fourier transform-second harmonic generation imaging [J].
Sivaguru, Mayandi ;
Durgam, Sushmitha ;
Ambekar, Raghu ;
Luedtke, David ;
Fried, Glenn ;
Stewart, Allison ;
Toussaint, Kimani C., Jr. .
OPTICS EXPRESS, 2010, 18 (24) :24983-24993
[40]  
Srivastava S., 1998, MOL PATHOLOGY EARLY