Yoshimoto Mizuki, Yanagiya Shin-Ichiro, Takanari Hiroki, Honda Takeshi, Maeda Yusaku, Sumitani Ryohei, Oura Masahiro, Sogabe Kimiko, Harada Takeshi, Fujii Shiro, Nakamura Shingen, Bando Yoshimi, Tsuneyama Koichi, Endo Itsuro, Abe Masahiro, Matsuoka Ken-Ichi, Miki Hirokazu
Faculty of Science and Technology, Tokushima University.
Department of Next Generation Photonics, Institute of Post-LED Photonics.
Res Sq. 2025 Jun 25:rs.3.rs-6795517. doi: 10.21203/rs.3.rs-6795517/v1.
Although the prognosis of cardiac amyloidosis has improved with the development of therapies, the time required for disease typing remains a critical issue. We investigated the potential of Raman spectroscopy for the more rapid diagnosis and typing of cardiac amyloidosis. Heart biopsies were collected from patients with the AL (4) and ATTR (4) types of cardiac amyloidosis, and tissue sections were subjected to Raman microscopy. A principal component analysis (PCA) of spectral data was performed and receiver operating characteristic (ROC) curves were created to confirm the accuracy of discriminating between amyloid-deposition and non-deposition sites, and between AL and ATTR. The steep peak at 1680 cm, reflecting the β-sheet structure, was useful for detecting the amyloid-deposition region. By restricting the spectral analysis to amyloid-deposition sites, AL and ATTR were discriminated by principal components with a characteristic broad peak at 1520-1540 cm, which was also observed in the Raman spectrum of AL, but not ATTR. The area under ROC curve discriminating AL and ATTR was 0.78. PCA of the Raman spectra of cardiac biopsies has the potential not only to detect amyloid-deposition sites in tissue but also to rapidly discriminate between the AL and ATTR types of cardiac amyloidosis.
尽管随着治疗方法的发展,心脏淀粉样变性的预后有所改善,但疾病分型所需的时间仍然是一个关键问题。我们研究了拉曼光谱在更快速诊断和分型心脏淀粉样变性方面的潜力。从患有AL型(4例)和ATTR型(4例)心脏淀粉样变性的患者中采集心脏活检组织,并对组织切片进行拉曼显微镜检查。对光谱数据进行主成分分析(PCA),并绘制受试者工作特征(ROC)曲线,以确认区分淀粉样蛋白沉积部位和非沉积部位以及区分AL型和ATTR型的准确性。反映β-折叠结构的1680 cm处的陡峭峰有助于检测淀粉样蛋白沉积区域。通过将光谱分析限制在淀粉样蛋白沉积部位,AL型和ATTR型可通过在1520 - 1540 cm处有特征性宽峰的主成分进行区分,该峰也在AL型的拉曼光谱中观察到,但在ATTR型中未观察到。区分AL型和ATTR型的ROC曲线下面积为0.78。心脏活检组织拉曼光谱的PCA不仅有可能检测组织中的淀粉样蛋白沉积部位,还能快速区分AL型和ATTR型心脏淀粉样变性。