Quantitative pulsatility measurements using 3D dynamic ultrasound localization microscopy

被引:13
作者
Bourquin, Chloe [1 ]
Poree, Jonathan [1 ]
Rauby, Brice [1 ]
Perrot, Vincent [1 ]
Ghigo, Nin [1 ]
Belgharbi, Hatim [1 ,2 ]
Belanger, Samuel [3 ]
Ramos-Palacios, Gerardo [4 ]
Cortes, Nelson [5 ]
Ladret, Hugo [5 ,6 ,7 ]
Ikan, Lamyae [5 ]
Casanova, Christian [5 ]
Lesage, Frederic [8 ,9 ]
Provost, Jean [1 ,9 ]
机构
[1] Dept Engn Phys, Polytech Montreal, Montreal, PQ H3T 1J4, Canada
[2] Univ North Carolina, Dept Biomed Engn, Chapel Hill, NC 27599 USA
[3] Labeo Technol Inc, Montreal, PQ H3V 1A2, Canada
[4] McGill Univ, Montreal Neurol Inst, Montreal, PQ H3A 2B4, Canada
[5] Univ Montreal, Sch Optometry, Montreal, PQ H3T 1P1, Canada
[6] CNRS, Inst Neurosci Timone, UMR 7289, F-13005 Marseille, France
[7] Aix Marseille Univ, F-13005 Marseille, France
[8] Dept Elect Engn, Polytech Montreal, Montreal, PQ H3T 1J4, Canada
[9] Montreal Heart Inst, Montreal, PQ H1T 1C8, Canada
基金
加拿大自然科学与工程研究理事会; 加拿大健康研究院; 加拿大创新基金会;
关键词
dynamic ultrasound localization microscopy; 3D brain imaging; pulsatility index; Kalman filtering; BLOOD-FLOW CHANGES; IN-VIVO; DOPPLER; SUPERRESOLUTION; VELOCITY; ATHEROSCLEROSIS; DECLINE; DISEASE; MICE;
D O I
10.1088/1361-6560/ad1b68
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A rise in blood flow velocity variations (i.e. pulsatility) in the brain, caused by the stiffening of upstream arteries, is associated with cognitive impairment and neurodegenerative diseases. The study of this phenomenon requires brain-wide pulsatility measurements, with large penetration depth and high spatiotemporal resolution. The development of dynamic ultrasound localization microscopy (DULM), based on ULM, has enabled pulsatility measurements in the rodent brain in 2D. However, 2D imaging accesses only one slice of the brain and measures only 2D-projected and hence biased velocities . Herein, we present 3D DULM: using a single ultrasound scanner at high frame rate (1000-2000 Hz), this method can produce dynamic maps of microbubbles flowing in the bloodstream and extract quantitative pulsatility measurements in the cat brain with craniotomy and in the mouse brain through the skull, showing a wide range of flow hemodynamics in both large and small vessels. We highlighted a decrease in pulsatility along the vascular tree in the cat brain, which could be mapped with ultrasound down to a few tens of micrometers for the first time. We also performed an intra-animal validation of the method by showing consistent measurements between the two sides of the Willis circle in the mouse brain. Our study provides the first step towards a new biomarker that would allow the detection of dynamic abnormalities in microvessels in the brain, which could be linked to early signs of neurodegenerative diseases.
引用
收藏
页数:14
相关论文
共 61 条
[21]   cellSTORM-Cost-effective super-resolution on a cellphone using dSTORM [J].
Diederich, Benedict ;
Then, Patrick ;
Juegler, Alexander ;
Foerster, Ronny ;
Heintzmann, Rainer .
PLOS ONE, 2019, 14 (01)
[22]   Ultrafast ultrasound localization microscopy for deep super-resolution vascular imaging [J].
Errico, Claudia ;
Pierre, Juliette ;
Pezet, Sophie ;
Desailly, Yann ;
Lenkei, Zsolt ;
Couture, Olivier ;
Tanter, Mickael .
NATURE, 2015, 527 (7579) :499-+
[23]   Ultrasound localization microscopy to image and assess microvasculature in a rat kidney [J].
Foiret, Josquin ;
Zhang, Hua ;
Ilovitsh, Tali ;
Mahakian, Lisa ;
Tam, Sarah ;
Ferrara, Katherine W. .
SCIENTIFIC REPORTS, 2017, 7
[24]  
Frangi AF, 1998, LECT NOTES COMPUT SC, V1496, P130, DOI 10.1007/BFb0056195
[25]   ARTERIAL ASSESSMENT BY DOPPLER-SHIFT ULTRASOUND [J].
GOSLING, RG ;
KING, DH .
PROCEEDINGS OF THE ROYAL SOCIETY OF MEDICINE-LONDON, 1974, 67 (06) :447-449
[26]   A Simple Algorithm for Fitting a Gaussian Function [J].
Guo, Hongwei .
IEEE SIGNAL PROCESSING MAGAZINE, 2011, 28 (05) :134-137
[27]   Doppler velocity measurements from large and small arteries of mice [J].
Hartley, Craig J. ;
Reddy, Anilkumar K. ;
Madala, Sridhar ;
Entman, Mark L. ;
Michael, Lloyd H. ;
Taffet, George E. .
AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 2011, 301 (02) :H269-H278
[28]   Volumetric Ultrasound Localization Microscopy of the Whole Rat Brain Microvasculature [J].
Heiles, Baptiste ;
Chavignon, Arthur ;
Bergel, Antoine ;
Hingot, Vincent ;
Serroune, Hicham ;
Maresca, David ;
Pezet, Sophie ;
Pernot, Mathieu ;
Tanter, Mickael ;
Couture, Olivier .
IEEE OPEN JOURNAL OF ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL, 2022, 2 :261-282
[29]   Ultrafast 3D Ultrasound Localization Microscopy Using a 32 x 32 Matrix Array [J].
Heiles, Baptiste ;
Correia, Mafalda ;
Hingot, Vincent ;
Pernot, Mathieu ;
Provost, Jean ;
Tanter, Mickael ;
Couture, Olivier .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2019, 38 (09) :2005-2015
[30]   Renal Doppler resistance indices are associated with systemic atherosclerosis in kidney transplant recipients [J].
Heine, GH ;
Gerhart, MK ;
Ulrich, C ;
Köhler, H ;
Girndt, M .
KIDNEY INTERNATIONAL, 2005, 68 (02) :878-885