Near-infrared multispectral photoacoustic analysis of lipids and intraplaque hemorrhage in human carotid artery atherosclerosis

IF 7.1 1区 医学 Q1 ENGINEERING, BIOMEDICAL
Jonas J.M. Riksen , Sowmiya Chandramoorthi , Antonius F.W. Van der Steen , Gijs Van Soest
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引用次数: 0

Abstract

Spectral photoacoustic imaging in combination with unmixing techniques may be applied to retrieve information about high-risk features present in atherosclerotic plaques, possibly providing prognostic insights into future stroke events. We present the photoacoustic spectral contrast found in 12 systematically scanned advanced atherosclerotic plaques in the near-infrared wavelength range (850–1250 nm). The main absorbers are lipid, water, and hemoglobin, with the highest photoacoustic intensities at the lipid’s second overtone at 1190 and 1210 nm. Linear unmixing resulted in visualizing regions with high lipid and hemoglobin absorption, corresponding to the histological presence of lipid and intraplaque hemorrhage. A non-negative matrix factorization approach reveals differences in lipid spectral contrast, providing potential insights into the vulnerability of atherosclerotic plaque. These results provide a reference for future, more complex, in vivo photoacoustic imaging of carotid artery atherosclerosis, potentially contributing to assessing the risk of future events and treatment decision.

对人体颈动脉粥样硬化中的脂质和斑块内出血进行近红外多谱段光声分析
光谱光声成像与非混合技术相结合,可用于检索动脉粥样硬化斑块中存在的高风险特征信息,从而为未来的中风事件提供预后信息。我们介绍了在 12 个系统扫描的晚期动脉粥样硬化斑块中发现的近红外波长范围(850-1250 nm)的光声光谱对比度。主要的吸收体是脂质、水和血红蛋白,在 1190 和 1210 纳米波长的脂质第二泛音处光声强度最高。通过线性非混合,可观察到脂质和血红蛋白吸收较高的区域,这与组织学上存在的脂质和斑块内出血相对应。非负矩阵因式分解方法揭示了脂质光谱对比度的差异,为深入了解动脉粥样硬化斑块的脆弱性提供了可能。这些结果为未来更复杂的颈动脉粥样硬化光声成像提供了参考,可能有助于评估未来事件的风险和治疗决策。
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来源期刊
Photoacoustics
Photoacoustics Physics and Astronomy-Atomic and Molecular Physics, and Optics
CiteScore
11.40
自引率
16.50%
发文量
96
审稿时长
53 days
期刊介绍: The open access Photoacoustics journal (PACS) aims to publish original research and review contributions in the field of photoacoustics-optoacoustics-thermoacoustics. This field utilizes acoustical and ultrasonic phenomena excited by electromagnetic radiation for the detection, visualization, and characterization of various materials and biological tissues, including living organisms. Recent advancements in laser technologies, ultrasound detection approaches, inverse theory, and fast reconstruction algorithms have greatly supported the rapid progress in this field. The unique contrast provided by molecular absorption in photoacoustic-optoacoustic-thermoacoustic methods has allowed for addressing unmet biological and medical needs such as pre-clinical research, clinical imaging of vasculature, tissue and disease physiology, drug efficacy, surgery guidance, and therapy monitoring. Applications of this field encompass a wide range of medical imaging and sensing applications, including cancer, vascular diseases, brain neurophysiology, ophthalmology, and diabetes. Moreover, photoacoustics-optoacoustics-thermoacoustics is a multidisciplinary field, with contributions from chemistry and nanotechnology, where novel materials such as biodegradable nanoparticles, organic dyes, targeted agents, theranostic probes, and genetically expressed markers are being actively developed. These advanced materials have significantly improved the signal-to-noise ratio and tissue contrast in photoacoustic methods.
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