Plaque burden can be assessed using intravascular optical coherence tomography and a dedicated automated processing algorithm: a comparison study with intravascular ultrasound

被引:17
|
作者
Gerbaud, Edouard [1 ,2 ,3 ,4 ,5 ]
Weisz, Giora [6 ,7 ,8 ]
Tanaka, Atsushi [1 ,2 ,9 ]
Luu, Romain [1 ,2 ,10 ]
Osman, Hany Ahmed Salaheldin Hussein [1 ,2 ]
Baldwin, Grace [1 ,2 ]
Coste, Pierre [3 ,4 ,5 ]
Cognet, Laurent [10 ]
Waxman, Sergio [11 ]
Zheng, Hui [12 ,13 ]
Moses, Jeffrey W. [6 ,7 ]
Mintz, Gary S. [6 ,7 ]
Akasaka, Takashi [9 ]
Maehara, Akiko [6 ,7 ]
Tearney, Guillermo J. [1 ,2 ,13 ,14 ,15 ]
机构
[1] Harvard Med Sch, Wellman Ctr Photomed, 40 Blossom St,BHX-604A, Boston, MA 02114 USA
[2] Massachusetts Gen Hosp, 40 Blossom St,BHX-604A, Boston, MA 02114 USA
[3] Hop Cardiol Haut Leveque, Cardiol Intens Care Unit, 5 Ave Magellan, F-33600 Pessac, France
[4] Hop Cardiol Haut Leveque, Intervent Cardiol, 5 Ave Magellan, F-33600 Pessac, France
[5] Bordeaux Univ, Bordeaux Cardiothorac Res Ctr, Hop Xavier Arnozan, U1045,Ave Haut Leveque, F-33600 Pessac, France
[6] Columbia Univ, Med Ctr, New York, NY USA
[7] Cardiovasc Res Fdn, 1700 Broadway,9th Floor, New York, NY 10019 USA
[8] Albert Einstein Coll Med, Montefiore Einstein Ctr Heart & Vasc, Univ Hosp, 111 East 210th St, Bronx, NY 10467 USA
[9] Wakayama Med Univ, Dept Cardiovasc Med, 811-1 Kimiidera, Wakayama, Wakayama 6418509, Japan
[10] Bordeaux Univ, Inst Opt, Grad Sch, CNRS,UMR 5298, Rue Francois Miterrand, F-33400 Talence, France
[11] Lahey Clin Med Ctr, Dept Cardiol, 41 Mall Rd, Burlington, MA 01805 USA
[12] Massachusetts Gen Hosp, Biostat Ctr, Boston, MA 02114 USA
[13] Harvard Med Sch, 40 Blossom St, Boston, MA 02114 USA
[14] Massachusetts Gen Hosp, Dept Pathol, 40 Blossom St, Boston, MA 02114 USA
[15] Harvard MIT Hlth Sci & Technol, Boston, MA 02139 USA
基金
美国国家卫生研究院;
关键词
plaque burden; optical coherence tomography; intravascular ultrasound; algorithm; CORONARY-ARTERY-DISEASE; CONSENSUS DOCUMENT; ANGIOGRAPHY; EVENTS; ACQUISITION; PROGRESSION; MORPHOLOGY; STANDARDS; IVUS; OCT;
D O I
10.1093/ehjci/jez185
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims Plaque burden (PB) measurement using intravascular optical coherence tomography (IVOCT) is currently thought to be inferior to intravascular ultrasound (IVUS). We developed an automated IVOCT image processing algorithm to enhance the external elastic lamina (EEL) contour. Thus, we investigated the accuracies of standard IVOCT and an IVOCT enhancement algorithm for measuring PB using IVUS as the reference standard. Methods and results The EEL-enhancement algorithm combined adaptive attenuation compensation, exponentiation, angular registration, and image averaging using three sequential frames. In two different laboratories with intravascular imaging expertise, PB was quantified on 200 randomized, matched IVOCT and IVUS images by four independent observers. Fibroatheroma, fibrocalcific plaque, fibrous plaque, pathological intimal thickening (PIT), and mixed plaque were included in each set. Pearson's correlation coefficients between IVUS and standard IVOCT measurements of PB were 0.61, 0.67, 0.76, 0.78, and 0.87 for fibroatheromas, mixed plaques, fibrocalcific plaques, fibrous plaques, and PIT plaques, respectively. Pearson's correlation coefficients increased to 0.81, 0.83, 0.83, 0.84, and 0.90 when using the EEL-enhanced images (P = 0.003, P= 0.004, P=0.08, P = 0.12, and P = 0.23, respectively). EEL-enhanced IVOCT analysis was associated with a lower EEL-area measurement absolute error for fibroatheromas, mixed plaques, and all pooled plaques (P= 0.006, P = 0.02, and P <0.001, respectively). Compared with standard IVOCT, the EELenhanced IVOCT images had a higher sensitivity (79% vs. 28%, P < 0.001) and specificity (98% vs. 85%, P=0.03) for plaques with an IVUS PB >= 70%. Conclusion EEL-enhanced IVOCT can be used to reliably measure PB in all types of coronary atherosclerotic lesions, including fibroatheromas and mixed plaques.
引用
收藏
页码:640 / +
页数:13
相关论文
共 50 条
  • [31] Intravascular imaging in acute coronary syndrome Intravascular ultrasound and optical coherence tomography
    Mrevlje, B.
    Legutko, J.
    Tillwich, F.
    Jakala, J.
    Dudek, D.
    Noc, M.
    Rzeszutko, L.
    Kleczynski, P.
    Birkemeyer, R.
    Aboukoura, M.
    Nienaber, C. A.
    KARDIOLOGE, 2015, 9 (01): : 47 - 53
  • [32] Histopathological validation of coronary plaque classification using virtual histology intravascular ultrasound and optical coherence tomography
    Brown, Adam J.
    Calvert, Patrick A.
    Preston, Stephen
    Hoole, Stephen P.
    West, Nick E.
    Goddard, Martin J.
    Bennett, Martin R.
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2014, 64 (11) : B108 - B108
  • [33] CAN BASELINE PLAQUE CHARACTERISTICS PREDICT FUTURE VASCULAR REMODELING PROCESS? A COMBINED OPTICAL COHERENCE TOMOGRAPHY AND INTRAVASCULAR ULTRASOUND STUDY
    Tian, Jinwei
    Jia, Haibo
    Soeda, Tsunenari
    Vergallo, Rocco
    Lee, Hang
    Yu, Bo
    Jang, Ik-Kyung
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2015, 65 (10) : A1802 - A1802
  • [34] Currently available methodologies for the processing of intravascular ultrasound and optical coherence tomography images
    Athanasiou, Lambros
    Sakellarios, Antonis I.
    Bourantas, Christos V.
    Tsirka, Georgia
    Siogkas, Panagiotis
    Exarchos, Themis P.
    Naka, Katerina K.
    Michalis, Lampros K.
    Fotiadis, Dimitrios I.
    EXPERT REVIEW OF CARDIOVASCULAR THERAPY, 2014, 12 (07) : 885 - 900
  • [35] Coronary Plaque Characteristics of Thin-cap Fibroatheroma: An Intravascular Ultrasound and Optical Coherence Tomography Study
    Fukunaga, Masashi
    Fujii, Kenichi
    Masutani, Motomaru
    Kawasaki, Daizo
    Oka, Katsumi
    Akahori, Hirokuni
    Fujiwara, Shohei
    Tsujino, Takeshi
    Ohyanagi, Mitsumasa
    Masuyama, Tohru
    CIRCULATION, 2009, 120 (18) : S954 - S954
  • [36] Using optical coherence tomography and intravascular ultrasound imaging to quantify coronary plaque cap thickness and vulnerability: a pilot study
    Lv, Rui
    Maehara, Akiko
    Matsumura, Mitsuaki
    Wang, Liang
    Wang, Qingyu
    Zhang, Caining
    Guo, Xiaoya
    Samady, Habib
    Giddens, Don P.
    Zheng, Jie
    Mintz, Gary S.
    Tang, Dalin
    BIOMEDICAL ENGINEERING ONLINE, 2020, 19 (01)
  • [37] Commentary: Plaque burden estimated from optical coherence tomography with Deep Learning: In-vivo validation using coregistered intravascular ultrasound
    Alasnag, Mirvat
    CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS, 2023, 101 (02) : 297 - 298
  • [38] Using optical coherence tomography and intravascular ultrasound imaging to quantify coronary plaque cap thickness and vulnerability: a pilot study
    Rui Lv
    Akiko Maehara
    Mitsuaki Matsumura
    Liang Wang
    Qingyu Wang
    Caining Zhang
    Xiaoya Guo
    Habib Samady
    Don P. Giddens
    Jie Zheng
    Gary S. Mintz
    Dalin Tang
    BioMedical Engineering OnLine, 19
  • [39] Plaque burden estimated from optical coherence tomography with deep learning: In vivo validation using co-registered intravascular ultrasound
    Huang, Jiayue
    Tu, Shengxian
    Masuda, Shinichiro
    Ninomiya, Kai
    Dijkstra, Jouke
    Chu, Miao
    Ding, Daixin
    Hynes, Sean O. O.
    O'Leary, Neil
    Onuma, Yoshinobu
    Serruys, Patrick W. W.
    Wijns, William
    CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS, 2023, 101 (02) : 287 - 296
  • [40] Intravascular Ultrasound Versus Optical Coherence Tomography Guidance
    不详
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2013, 62 (17) : S32 - S40