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应用同步辐射傅里叶变换红外显微镜和焦平面阵列红外成像技术监测仓鼠模型肝吸虫诱导的胆管癌的进展。

Monitoring the Progression of Liver Fluke-Induced Cholangiocarcinoma in a Hamster Model Using Synchrotron FTIR Microspectroscopy and Focal Plane Array Infrared Imaging.

机构信息

Biomedical Sciences, Graduate School, Khon Kaen University, Khon Kaen 40002, Thailand.

Center for Research and Development of Medical Diagnosis Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand.

出版信息

Anal Chem. 2020 Dec 1;92(23):15361-15369. doi: 10.1021/acs.analchem.0c02656. Epub 2020 Nov 10.

Abstract

Cholangiocarcinoma (CCA) is a bile duct cancer that originates in the bile duct epithelium. Northeastern Thailand has the highest incidence of CCA, and there is a direct correlation with liver fluke () infection. The high mortality rate of CCA is a consequence of delayed diagnosis. Fourier transform infrared (FTIR) spectroscopy is a powerful technique that detects the absorbance of molecular vibrations and is perfectly suited for the interrogation of biological samples. In this study, we applied synchrotron radiation-FTIR (SR-FTIR) microspectroscopy and focal plane array (FPA-FTIR) microspectroscopy to characterize periductal fibrosis and bile duct cells progressing to CCA induced by inoculating metacercariae into hamsters. SR-FTIR and FPA-FTIR measurements were performed in liver sections harvested from 1-, 2-, 3-, and 6-month post-infected hamsters compared to uninfected liver tissues. Principal component analysis (PCA) of the tissue samples showed a clear discrimination among uninfected and early-stage (1 and 2 months) and cancerous-stage (3 and 6 months) tissues. The discrimination is based on intensity changes in the phosphodiester band (1081 cm), amino acid residue (∼1396 cm), and C═O stretching carboxylic esters (1745 cm). Infected tissues also show definitive bands at ∼1280, 1234, and 1201 cm characteristic of the collagen triplet and indicative of fibrosis. Hierarchical cluster analysis (HCA) was performed on the FPA data and showed a classification into specific cell types. Hepatocyte, fibrotic lesion, and bile duct (cancer) were classified and HCA mapping showed similar cellular distribution pattern compared to Sirius red staining. This study was also extended to less invasive sample analysis using attenuated total reflectance-FTIR (ATR-FTIR) spectroscopy. Sera from -infected and uninfected hamsters were analyzed using multivariate analysis, including principal component analysis (PCA), and partial least squares-discriminant analysis (PLS-DA). PCA was able to classify spectra of normal, early-stage CCA, and CCA, while the PLS-DA gave 100% accuracy for the validation. The model was established from 17 samples (11 normal, 6 cancer) in the calibration set and 9 samples in the validation set (4 normal, 2 cancer, 3 precancerous). These results indicate that FTIR-based technology is a potential tool to detect the progression of CCA, especially in the early stages of the disease.

摘要

胆管癌(CCA)是一种起源于胆管上皮的胆管癌。泰国东北部的 CCA 发病率最高,与肝吸虫感染直接相关。CCA 死亡率高的原因是诊断延迟。傅里叶变换红外(FTIR)光谱是一种强大的技术,可检测分子振动的吸收率,非常适合用于检测生物样本。在这项研究中,我们应用同步辐射 FTIR(SR-FTIR)和焦平面阵列 FTIR(FPA-FTIR)微光谱技术,对接种肝片形吸虫囊蚴的仓鼠诱导的胆管周围纤维化和胆管细胞进展为 CCA 进行了特征分析。与未感染的肝组织相比,对感染后 1、2、3 和 6 个月的仓鼠肝组织进行了 SR-FTIR 和 FPA-FTIR 测量。对组织样本进行主成分分析(PCA)表明,未感染组、早期(1 个月和 2 个月)和癌症组(3 个月和 6 个月)之间有明显的区分。这种区分是基于磷酸二酯带(1081cm)、氨基酸残基(1396cm)和 C═O 伸展羧酸酯(1745cm)强度的变化。感染组织在1280、1234 和 1201cm 处也显示出明确的特征带,这是胶原三肽的特征,表明纤维化。对 FPA 数据进行层次聚类分析(HCA),并将其分为特定的细胞类型。对肝细胞、纤维病变和胆管(癌)进行了分类,HCA 图谱与 Sirius red 染色显示出相似的细胞分布模式。这项研究还扩展到使用衰减全反射 FTIR(ATR-FTIR)光谱进行非侵入性样本分析。使用多元分析,包括主成分分析(PCA)和偏最小二乘判别分析(PLS-DA),对感染和未感染肝片形吸虫的仓鼠血清进行了分析。PCA 能够对正常、早期 CCA 和 CCA 的光谱进行分类,而 PLS-DA 对验证的准确率为 100%。该模型是基于校准集中的 17 个样本(11 个正常,6 个癌症)和验证集中的 9 个样本(4 个正常,2 个癌症,3 个癌前)建立的。这些结果表明,基于 FTIR 的技术是一种潜在的工具,可以检测 CCA 的进展,特别是在疾病的早期阶段。

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