Super-resolution Ultrasound Microvascular Angiography for Spinal Cord Penumbra Imaging

被引:2
|
作者
Yu, Junjin [1 ,2 ]
Dong, Haoru [3 ]
Ta, Dean [1 ,2 ]
Xie, Rong [3 ]
Xu, Kailiang [1 ,2 ,4 ]
机构
[1] Fudan Univ, Ctr Biomed Engn, Shanghai, Peoples R China
[2] Fudan Univ, State Key Lab Integrated Chips & Syst, Shanghai, Peoples R China
[3] Fudan Univ, Huashan Hosp, Dept Neurosurg, Shanghai, Peoples R China
[4] 2005 Songhu Rd, Shanghai 200438, Peoples R China
来源
ULTRASOUND IN MEDICINE AND BIOLOGY | 2023年 / 49卷 / 09期
基金
中国国家自然科学基金;
关键词
Penumbra; Ultrasound localization microscopy; Spinal cord; Microvasculature angiography; ISCHEMIC PENUMBRA; BLOOD-FLOW;
D O I
10.1016/j.ultrasmedbio.2023.06.009
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Objective: After spinal cord injury (SCI) or ischemia, timely intervention in the penumbra, such as recanalization and tissue reperfusion, is essential for preservation of its function. However, limited by imaging resolution and micro-blood flow sensitivity, golden standard angiography modalities, including magnetic resonance angiography (MRA) and digital subtraction angiography (DSA), are still not applicable for spinal cord microvascular imaging. Regarding spinal cord penumbra, to the best of authors' knowledge, currently, there is no efficient in vivo imaging modality for its evaluation. With tens-of-micrometer resolution and deep penetration, advanced ultrasound locali-zation microscopy (ULM) could potentially meet the needs of emergent diagnosis and long-term monitoring of spinal cord penumbra.Methods: ULM microvasculature imaging was performed on rats with all laminae removed to obtain the blood sup-ply in major spinal cord segments (C5-L5). For adult rats with spinal cord penumbra induced by compression injury (1 s, 10 s and 15 s), ULM imaging was conducted. The corresponding angiography results are investigated in terms of microvessel saturation, morphology, and flow velocity. The Basso/Beattie/Bresnahan (BBB) locomotor rating scale and hematoxylin and eosin staining were utilized for model validation and comparison.Results: The feasibility of ULM enabling spinal cord penumbra imaging and development monitoring was demon-strated. The focal injury core and penumbra can be clearly identified using the proposed method. Significant dif-ference of perfusion can be observed after 1 s, 10 s and 15 s compression. Quantitative results show a high correlation between in vivo ultrasonic angiography, BBB functional evaluation and ex vivo histology assessment under different compression duration.Conclusion: It is demonstrated that the super-resolution ULM micro-vasculature imaging can be used to evaluate the penumbra in spinal cord at acute and early stage of chronic phase, providing an efficient modality for micro-hemodynamics monitoring of the spinal cord.
引用
收藏
页码:2140 / 2151
页数:12
相关论文
共 50 条
  • [1] Microvascular Imaging with Super-Resolution Ultrasound
    Andersen, Sofie Bech
    Sorensen, Charlotte Mehlin
    Jensen, Jorgen Arendt
    Nielsen, Michael Bachmann
    [J]. ULTRASCHALL IN DER MEDIZIN, 2022, 43 (06): : 543 - 547
  • [2] Ultrasound Microvascular Imaging Based on Super-Resolution Radial Fluctuations
    Zhang, Jiabin
    Li, Nan
    Dong, Feihong
    Liang, Shuyuan
    Wang, Di
    An, Jian
    Long, Yunfei
    Wang, Yuexiang
    Luo, Yukun
    Zhang, Jue
    [J]. JOURNAL OF ULTRASOUND IN MEDICINE, 2020, 39 (08) : 1507 - 1516
  • [3] Super-resolution ultrasound microvascular imaging: Is it ready for clinical use?
    Song, Pengfei
    Rubin, Jonathan M.
    Lowerison, Matthew R.
    [J]. ZEITSCHRIFT FUR MEDIZINISCHE PHYSIK, 2023, 33 (03): : 309 - 323
  • [4] SUPER-RESOLUTION ULTRASOUND IMAGING
    Christensen-Jeffries, Kirsten
    Couture, Olivier
    Dayton, Paul A.
    Eldar, Yonina C.
    Hynynen, Kullervo
    Kiessling, Fabian
    O'Reilly, Meaghan
    Pinton, I. Gianmarco F.
    Schmitz, Georg
    Tang, Meng-Xing
    Tanter, Mickael
    Van Sloun, Ruud J. G.
    [J]. ULTRASOUND IN MEDICINE AND BIOLOGY, 2020, 46 (04): : 865 - 891
  • [5] A High-Efficiency Super-Resolution Reconstruction Method for Ultrasound Microvascular Imaging
    Guo, Wei
    Tong, Yusheng
    Huang, Yurong
    Wang, Yuanyuan
    Yu, Jinhua
    [J]. APPLIED SCIENCES-BASEL, 2018, 8 (07):
  • [6] IMAGING TECHNIQUES Super-resolution ultrasound
    Cox, Ben
    Beard, Paul
    [J]. NATURE, 2015, 527 (7579) : 451 - 452
  • [7] Axial Super-Resolution in Ultrasound Imaging
    Shastri, Saurav Kumaraswami
    Rudresh, Sunil
    Anand, Ramkumar
    Nagesh, Sudarshan
    Mazumder, Dibbyan
    Thittai, Arun K.
    Seelamantula, Chandra Sekhar
    [J]. 2019 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2019, : 639 - 642
  • [8] A balanced super-resolution optical fluctuation imaging method for super-resolution ultrasound
    Lv, Minglei
    Shu, Yuexia
    Liu, Ying
    Yan, Zhuangzhi
    Jiang, Jiehui
    Liu, Xin
    [J]. MEDICAL IMAGING 2018: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING, 2018, 10578
  • [9] Tracking Performance in Ultrasound Super-Resolution Imaging
    Taghavi, Iman
    Andersen, Sofie B.
    Hoyos, Carlos A. Villagomez
    Schou, Mikkel
    Oygard, Sigrid H.
    Gran, Fredrik
    Hansen, Kristoffer L.
    Sorensen, Charlotte M.
    Nielsen, Michael B.
    Stuart, Matthias B.
    Jensen, Jorgen Arendt
    [J]. PROCEEDINGS OF THE 2020 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2020,
  • [10] Detection Performance in Ultrasound Super-Resolution Imaging
    Taghavi, Iman
    Stuart, Matthias Bo
    Jensen, Jorgen Arendt
    [J]. IEEE International Ultrasonics Symposium, IUS, 2022, 2022-October