Molecular Fingerprinting of Mouse Brain Using Ultrabroadband Coherent Anti-Stokes Raman Scattering (CARS) Microspectroscopy Empowered by Multivariate Curve Resolution-Alternating Least Squares (MCR-ALS)

Yusuke Murakami, Masahiro Ando, Ayako Imamura, Ryosuke Oketani, Philippe Leproux, Sakiko Honjoh and Hideaki Kano*, 
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Abstract

The Raman fingerprint spectral region provides abundant structural information on molecules. However, analyzing vibrational images within this region using coherent Raman imaging remains challenging due to the small Raman cross section and congested spectral features. In this study, we combined ultrabroadband coherent anti-Stokes Raman scattering (CARS) microspectroscopy across the spectral range of 500–4000 cm–1 with multivariate curve resolution-alternating least-squares (MCR-ALS) to reveal hidden Raman bands in the fingerprint region. Applying this method to mouse brain tissue, we extracted information on cholesterol and collagen, leveraging their distinctive molecular signatures, as well as on key molecules such as lipids, proteins, water, and nucleic acids. Moreover, the simultaneous detection of second harmonic generation facilitated label-free visualization of organelles, including arachnoid membrane and Rootletin filaments.

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利用多变量曲线分辨率-交替最小二乘法 (MCR-ALS) 支持的超宽带相干反斯托克斯拉曼散射 (CARS) 显微光谱分析小鼠大脑的分子指纹图谱
拉曼指纹光谱区提供了丰富的分子结构信息。然而,由于拉曼横截面小、光谱特征拥挤,使用相干拉曼成像技术分析该区域内的振动图像仍具有挑战性。在这项研究中,我们将光谱范围为 500-4000 cm-1 的超宽带相干反斯托克斯拉曼散射(CARS)显微光谱与多变量曲线分辨率-最小二乘(MCR-ALS)相结合,揭示了指纹区域中隐藏的拉曼带。我们将这种方法应用于小鼠脑组织,利用胆固醇和胶原蛋白的独特分子特征,提取了它们的信息,以及脂质、蛋白质、水和核酸等关键分子的信息。此外,同时检测二次谐波的产生有助于无标记地观察细胞器,包括蛛网膜和Rootletin细丝。
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来源期刊
Chemical & Biomedical Imaging
Chemical & Biomedical Imaging 化学与生物成像-
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期刊介绍: Chemical & Biomedical Imaging is a peer-reviewed open access journal devoted to the publication of cutting-edge research papers on all aspects of chemical and biomedical imaging. This interdisciplinary field sits at the intersection of chemistry physics biology materials engineering and medicine. The journal aims to bring together researchers from across these disciplines to address cutting-edge challenges of fundamental research and applications.Topics of particular interest include but are not limited to:Imaging of processes and reactionsImaging of nanoscale microscale and mesoscale materialsImaging of biological interactions and interfacesSingle-molecule and cellular imagingWhole-organ and whole-body imagingMolecular imaging probes and contrast agentsBioluminescence chemiluminescence and electrochemiluminescence imagingNanophotonics and imagingChemical tools for new imaging modalitiesChemical and imaging techniques in diagnosis and therapyImaging-guided drug deliveryAI and machine learning assisted imaging
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