Multi-parametric quantitative microvascular imaging with optical-resolution photoacoustic microscopy in vivo

被引:75
作者
Yang, Zhenyuan [1 ,2 ]
Chen, Jianhua [2 ]
Yao, Junjie [3 ]
Lin, Riqiang [2 ]
Meng, Jing [2 ]
Liu, Chengbo [2 ]
Yang, Jinhua [1 ]
Li, Xiang [1 ]
Wang, Lihong [3 ]
Song, Liang [2 ]
机构
[1] Changchun Univ Sci & Technol, Coll Optoelect Engn, Changchun, Peoples R China
[2] Chinese Acad Sci, Shenzhen Inst Adv Technol, Inst Biomed & Hlth Engn, Shenzhen Key Lab Mol Imaging, Shenzhen 518055, Peoples R China
[3] Washington Univ, Dept Biomed Engn, St Louis, MO 63130 USA
来源
OPTICS EXPRESS | 2014年 / 22卷 / 02期
基金
中国国家自然科学基金;
关键词
VESSEL TORTUOSITY; TUMOR; ANGIOGENESIS; FRACTALS; CANCER; VASCULATURE; THERAPY; GROWTH;
D O I
10.1364/OE.22.001500
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Many diseases involve either the formation of new blood vessels (e.g., tumor angiogenesis) or the damage of existing ones (e.g., diabetic retinopathy) at the microcirculation level. Optical-resolution photoacoustic microscopy (OR-PAM), capable of imaging microvessels in 3D in vivo down to individual capillaries using endogenous contrast, has the potential to reveal microvascular information critical to the diagnosis and staging of microcirculation-related diseases. In this study, we have developed a dedicated microvascular quantification (MQ) algorithm for OR-PAM to automatically quantify multiple microvascular morphological parameters in parallel, including the vessel diameter distribution, the microvessel density, the vascular tortuosity, and the fractal dimension. The algorithm has been tested on in vivo OR-PAM images of a healthy mouse, demonstrating high accuracy for microvascular segmentation and quantification. The developed MQ algorithm for OR-PAM may greatly facilitate quantitative imaging of tumor angiogenesis and many other microcirculation related diseases in vivo. (C) 2014 Optical Society of America
引用
收藏
页码:1500 / 1511
页数:12
相关论文
共 27 条
[1]   Cancer, angiogenesis and fractals [J].
Baish, JW ;
Jain, RK .
NATURE MEDICINE, 1998, 4 (09) :984-984
[2]  
Baish JW, 2000, CANCER RES, V60, P3683
[3]   Vessel tortuosity and brain tumor malignancy: A blinded study [J].
Bullitt, E ;
Zeng, DL ;
Gerig, G ;
Aylward, S ;
Joshi, S ;
Smith, JK ;
Lin, WL ;
Ewend, MG .
ACADEMIC RADIOLOGY, 2005, 12 (10) :1232-1240
[4]   Measuring tortuosity of the intracerebral vasculature from MRA images [J].
Bullitt, E ;
Gerig, G ;
Pizer, SM ;
Lin, WL ;
Aylward, SR .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2003, 22 (09) :1163-1171
[5]   Blind-deconvolution optical-resolution photoacoustic microscopy in vivo [J].
Chen, Jianhua ;
Lin, Riqiang ;
Wang, Huina ;
Meng, Jing ;
Zheng, Hairong ;
Song, Liang .
OPTICS EXPRESS, 2013, 21 (06) :7316-7327
[6]  
Fattal R, 2002, ACM T GRAPHIC, V21, P249
[7]  
FOLKMAN J, 1971, NEW ENGL J MED, V285, P1182
[8]   ANGIOGENESIS IN CANCER, VASCULAR, RHEUMATOID AND OTHER DISEASE [J].
FOLKMAN, J .
NATURE MEDICINE, 1995, 1 (01) :27-31
[9]  
Frangi AF, 1998, LECT NOTES COMPUT SC, V1496, P130, DOI 10.1007/BFb0056195
[10]   Fractal characteristics of tumor vascular architecture during tumor growth and regression [J].
Gazit, Y ;
Baish, JW ;
Safabakhsh, N ;
Leunig, M ;
Baxter, LT ;
Jain, RK .
MICROCIRCULATION-LONDON, 1997, 4 (04) :395-402