Atherosclerotic plaque components characterization and macrophage infiltration identification by intravascular ultrasound elastography based on b-mode analysis: validation in vivo

被引:0
|
作者
Peng-Fei Zhang
Hai-Jun Su
Mei Zhang
Ji-Fu Li
Chun-Xi Liu
Shi-Fang Ding
Ya Miao
Liang Chen
Xiao-Nan Li
Xin Yi
Yun Zhang
机构
[1] Shandong University Qilu Hospital,The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education and Chinese Ministry of Health
[2] Shandong University School of Mathematics and System Science,undefined
[3] Beijing JX Digital Wave Co.,undefined
[4] Ltd.,undefined
关键词
Elastography; Intravascular ultrasound; Vulnerable plaque; Digital image processing; Atherosclerosis;
D O I
暂无
中图分类号
学科分类号
摘要
Intravascular ultrasound elastography (IVUSE) is a promising imaging technique for early investigation of vulnerable plaques. Compared to radiofrequency signal processing, digital B-mode analysis is simple and of higher portability. However, rare studies have been reported validating the latter technique in vivo. In this study, we developed an IVUSE computer software system involving semi-automatic border delineation and block-matching algorithm and validated the system in vivo. Seven minipigs were fed with atherogenic diet for 40 weeks. For each pig, the endothelium of one side of the renal arteries was denuded at the fifth week. With cross-correlation analysis, Lagrangian strain was calculated from two intravascular ultrasound images acquired in situ. Sixty regions of interests were selected from 35 elastograms matched well with the corresponding histological slices. Plaque types within these regions were classified as fibrous, fibro-fatty or fatty on Masson’s trichrome and Oil-red O staining. Macrophage infiltration was also evaluated with immunohistology. Comparison between the mean strain value of the region of interest and the histological results revealed significant differences in strain values among different plaque types and non-diseased artery walls. The extent of macrophage infiltration was found to be correlated positively with strain values. For identification of fibro-fatty and fibrous plaques and macrophage infiltration, the system showed high sensitivity (93, 96 and 92%, respectively) and specificity (89, 76 and 66%, respectively), as revealed by receiver operating characteristic analysis. Our IVUSE system based on B-mode analysis is capable of characterizing fibrous and fibro-fatty plaques and macrophage intensity, thus holds potential for identifying vulnerable plaque.
引用
收藏
页码:39 / 49
页数:10
相关论文
共 50 条
  • [21] Segmentation of Atherosclerotic Plaque Components in Ultrasonic B-mode Images Using a Multiphase Bayesian Level-Set
    Poree, Jonathan
    Destrempes, Francois
    Soulez, Gilles
    Cloutier, Guy
    2011 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2011, : 1391 - 1394
  • [22] Detection of lipid-laden atherosclerotic plaque by wavelet analysis of Radiofrequency intravascular ultrasound signals - In vitro validation and preliminary in vivo application
    Murashige, A
    Hiro, T
    Fujii, T
    Imoto, K
    Murata, T
    Fukumoto, Y
    Matsuzaki, M
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2005, 45 (12) : 1954 - 1960
  • [23] Atherosclerotic plaque characterization by quantitative analysis using intravascular ultrasound - Correlation with histological and immunohistochemical findings
    Okimoto, T
    Imazu, M
    Hayashi, Y
    Fujiwara, H
    Ueda, H
    Kohno, N
    CIRCULATION JOURNAL, 2002, 66 (02) : 173 - 177
  • [24] Characterization of test-dose tissue displacement patterns using fusion elastography and B-mode ultrasound
    Seeley, J.
    Mustafa, A.
    Munirama, S.
    Columb, M.
    Eisma, R.
    Schwab, A.
    Corner, G.
    McLeod, G.
    BRITISH JOURNAL OF ANAESTHESIA, 2017, 119 (02) : E17 - E17
  • [25] Validation of the FibroScan-aspartate aminotransferase score by vibration-controlled transient and B-mode ultrasound elastography
    Hirooka, Masashi
    Koizumi, Yohei
    Yano, Ryo
    Sunago, Kotarou
    Watanabe, Takao
    Yoshida, Osamu
    Tokumoto, Yoshio
    Abe, Masanori
    Hiasa, Yoichi
    HEPATOLOGY RESEARCH, 2021, 51 (06) : 652 - 661
  • [26] Tissue Characterization of Atherosclerotic Plaque in Coronary Artery Bifurcations: an Intravascular Ultrasound Radiofrequency Data Analysis in Humans
    Han, Seung Hwan
    Puma, Joseph
    Garcia-Garcia, Hector M.
    Nasu, Kenya
    Margolis, Pauliina
    Leon, Martin B.
    Lerman, Amir
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2009, 53 (10) : A93 - A93
  • [27] DEEP LEARNING-BASED CAROTID PLAQUE SEGMENTATION FROM B-MODE ULTRASOUND IMAGES
    Zhou, Ran
    Azarpazhooh, M. Reza
    Spence, J. David
    Hashemi, Samineh
    Ma, Wei
    Cheng, Xinyao
    Gan, Haitao
    Ding, Mingyue
    Fenster, Aaron
    ULTRASOUND IN MEDICINE AND BIOLOGY, 2021, 47 (09): : 2723 - 2733
  • [28] Deep Learning-Based Measurement of Total Plaque Area in B-Mode Ultrasound Images
    Zhou, Ran
    Guo, Fumin
    Azarpazhooh, M. Reza
    Hashemi, Samineh
    Cheng, Xinyao
    Spence, J. David
    Ding, Mingyue
    Fenster, Aaron
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 25 (08) : 2967 - 2977
  • [29] Carotid Wall Motion Analysis Based on B-Mode Ultrasound Images
    Hopkins, Warren
    Gao, Hao
    Das, Saroj
    Long, Quan
    6TH WORLD CONGRESS OF BIOMECHANICS (WCB 2010), PTS 1-3, 2010, 31 : 871 - 874
  • [30] A comparative evaluation of cataract classifications based on shear-wave elastography and B-mode ultrasound findings
    Mesut Ozgokce
    Muhammed Batur
    Muhammed Alpaslan
    Alpaslan Yavuz
    Abdussamet Batur
    Erbil Seven
    Harun Arslan
    Journal of Ultrasound, 2019, 22 : 447 - 452