Toward surface quantification of liver fibrosis progression

被引:22
作者
He, Yuting [1 ,2 ]
Kang, Chiang Huen [2 ]
Xu, Shuoyu [1 ,2 ,6 ]
Tuo, Xiaoye [1 ,2 ,7 ]
Trasti, Scott
Tai, Dean C. S. [2 ]
Raja, Anju Mythreyi [2 ,3 ]
Peng, Qiwen [1 ,2 ]
So, Peter T. C. [1 ,8 ]
Rajapakse, Jagath C. [1 ,6 ,9 ]
Welsch, Roy [1 ,10 ]
Yu, Hanry [1 ,2 ,3 ,4 ,5 ]
机构
[1] Singapore MIT Alliance, Singapore 117576, Singapore
[2] ASTAR, Inst Bioengn & Nanotechnol, Singapore 138669, Singapore
[3] Natl Univ Singapore, Grad Sch Integrat Sci & Engn, Singapore 117456, Singapore
[4] Natl Univ Singapore, Dept Physiol, Singapore 117597, Singapore
[5] Natl Univ Singapore, Mechanobiol Inst, T Labs, Singapore 117411, Singapore
[6] Nanyang Technol Univ, Sch Comp Engn, Singapore 639798, Singapore
[7] Peoples Liberat Army Gen Hosp, Affiliated Hosp 1, Dept Burns & Plast Surg, Beijing 100037, Peoples R China
[8] MIT, Dept Mech Engn, Cambridge, MA 02139 USA
[9] MIT, Div Biol Engn, Cambridge, MA 02139 USA
[10] MIT, Sloan Sch Management, Cambridge, MA 02139 USA
关键词
liver fibrosis; second-harmonic generation; bioimaging; diagnosis; two-photon; medical optics; CHRONIC HEPATITIS-C; PLATELET RATIO INDEX; MULTIPHOTON FLUORESCENCE; TRANSIENT ELASTOGRAPHY; SERUM MARKERS; IN-VIVO; COLLAGEN; DIAGNOSIS; CIRRHOSIS; BIOPSY;
D O I
10.1117/1.3490414
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Monitoring liver fibrosis progression by liver biopsy is important for certain treatment decisions, but repeated biopsy is invasive. We envision redefinition or elimination of liver biopsy with surface scanning of the liver with minimally invasive optical methods. This would be possible only if the information contained on or near liver surfaces accurately reflects the liver fibrosis progression in the liver interior. In our study, we acquired the second-harmonic generation and two-photon excitation fluorescence microscopy images of liver tissues from bile duct-ligated rat model of liver fibrosis. We extracted morphology-based features, such as total collagen, collagen in bile duct areas, bile duct proliferation, and areas occupied by remnant hepatocytes, and defined the capsule and subcapsular regions on the liver surface based on image analysis of features. We discovered a strong correlation between the liver fibrosis progression on the anterior surface and interior in both liver lobes, where biopsy is typically obtained. The posterior surface exhibits less correlation with the rest of the liver. Therefore, scanning the anterior liver surface would obtain similar information to that obtained from biopsy for monitoring liver fibrosis progression. (C) 2010 Society of Photo-Optical Instrumentation Engineers. [DOI: 10.1117/1.3490414]
引用
收藏
页数:11
相关论文
共 64 条
  • [1] An assessment of the clinical utility of serum ALT and AST in chronic hepatitis C
    Anderson, FH
    Zeng, LC
    Rock, NR
    Yoshida, EM
    [J]. HEPATOLOGY RESEARCH, 2000, 18 (01) : 63 - 71
  • [2] [Anonymous], Pattern Recognition with Fuzzy Objective Function Algorithms
  • [3] Reversibility of liver fibrosis and cirrhosis following treatment for hepatitis C
    Arthur, MJP
    [J]. GASTROENTEROLOGY, 2002, 122 (05) : 1525 - 1528
  • [4] Assy N, 2000, AM J GASTROENTEROL, V95, P1545, DOI 10.1111/j.1572-0241.2000.02027.x
  • [5] Ultrasonographic diagnosis of hepatic fibrosis or cirrhosis
    Aubé, C
    Oberti, F
    Korali, N
    Namour, MA
    Loisel, D
    Tanguy, JY
    Valsesia, E
    Pilette, C
    Rousselet, MC
    Bedossa, P
    Rifflet, H
    Maïga, MY
    Penneau-Fontbonne, D
    Caron, C
    Calès, P
    [J]. JOURNAL OF HEPATOLOGY, 1999, 30 (03) : 472 - 478
  • [6] Second harmonic generation imaging via nonlinear endomicroscopy
    Bao, Hongchun
    Boussioutas, Alex
    Jeremy, Reynolds
    Russell, Sarah
    Gu, Min
    [J]. OPTICS EXPRESS, 2010, 18 (02): : 1255 - 1260
  • [7] Silymarin retards collagen accumulation in early and advanced biliary fibrosis secondary to complete bile duct obliteration in rats
    Boigk, G
    Stroedter, L
    Herbst, H
    Waldschmidt, J
    Riecken, EO
    Schuppan, D
    [J]. HEPATOLOGY, 1997, 26 (03) : 643 - 649
  • [8] HEPATIC STRUCTURAL CORRELATES OF LIVER FIBROSIS - A MORPHOMETRIC ANALYSIS
    BUSCHMANN, RJ
    RYOO, JW
    [J]. EXPERIMENTAL AND MOLECULAR PATHOLOGY, 1989, 50 (01) : 114 - 124
  • [9] Campagnola PJ, 2002, BIOPHYS J, V82, p175A