Micro-ultrasonic Assessment of Early Stage Clot Formation and Whole Blood Coagulation Using an All-Optical Ultrasound Transducer and Adaptive Signal Processing Algorithm

被引:5
作者
Biswas, Deblina [1 ,2 ]
Heo, Jeongmin [1 ]
Sang, Pilgyu [1 ]
Dey, Prasanta [3 ]
Han, Kayoung [4 ]
Ko, Jong Hwan [1 ]
Won, Sang Min [1 ]
Son, Donghee [1 ]
Suh, Minah [4 ]
Kim, Hyung Sik [3 ]
Ok, Jong G. [5 ]
Park, Hui Joon [6 ]
Baac, Hyoung Won [1 ]
机构
[1] Sungkyunkwan Univ, Dept Elect & Comp Engn, Suwon 16419, South Korea
[2] Shoolini Univ, Sch Bioengn & Food Technol, Solan 173229, Himachal Prades, India
[3] Sungkyunkwan Univ, Sch Pharm, Suwon 16419, South Korea
[4] Sungkyunkwan Univ, Inst Basic Sci IBS, Biomed Inst Convergence BICS, Ctr Neurosci Imaging Res CNIR,Dept Intelligent Pre, Suwon 16419, South Korea
[5] Seoul Natl Univ Sci & Technol, Dept Mech & Automot Engn, Seoul 01811, South Korea
[6] Hanyang Univ, Dept Organ & Nano Engn, Seoul 04763, South Korea
基金
新加坡国家研究基金会;
关键词
blood coagulation; all-optical ultrasound; laser-generated focused ultrasound; empirical mode decomposition; viscoelasticity; EMPIRICAL MODE DECOMPOSITION; GENERATED FOCUSED ULTRASOUND; WAVELET TRANSFORM; ELASTOGRAPHY; THROMBOELASTOGRAPHY; SHEAR; DIAGNOSIS;
D O I
10.1021/acssensors.2c00875
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Abnormal formation of solid thrombus inside a blood vessel can cause thrombotic morbidity and mortality. This necessitates early stage diagnosis, which requires quantitative assessment with a small volume, for effective therapy with low risk to unwanted development of various diseases. We propose a micro-ultrasonic diagnosis using an all-optical ultrasound-based spectral sensing (AOUSS) technique for sensitive and quantitati. characterization of early stage and whole blood coagulation. The AOUSS technique detects and analyzes minute viscoelastic variations of blood at a micro-ultrasonic spot (<100 mu m) defined by laser-generated focused ultrasound (LGFU). This utilizes (1) a uniquely designed optical transducer configuration for frequency-spectral matching and wideband operation (6 dB widths: 7-32 MHz and d.c. similar to 46 MHz, respectively) and (2) an empirical mode decomposition (EMD)-based signal process particularly adapted to nonstationary LGFU signals backscattered from the spot. An EMD-derived spectral analysis enables one to assess viscoelastic variations during the initiation of fibrin formation, which occurs at a very early stage of blood coagulation (1 min) with high sensitivity (frequency transition per storage modulus increment = 8.81 MHz/MPa). Our results exhibit strong agreement with those obtained by conventional rheometry (Pearson's R > 0.95), which are also confirmed by optical microscopy. The micro-ultrasonic and high-sensitivity detection of AOUSS poses a potential clinical significance, serving as a screening modality to diagnose early stage clot formation (e.g., as an indicator for hypercoagul ation of blood) and stages of blood-to-clot transition to check a potential risk for development into thrombotic diseases.
引用
收藏
页码:2940 / 2950
页数:11
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