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提示:乳腺组织上皮-间充质转化中存在高脂质含量。

Indication of high lipid content in epithelial-mesenchymal transitions of breast tissues.

机构信息

Department of Physics, Faculty of Science, University of Malaya, 50603, Kuala Lumpur, Malaysia.

Department of Pathology, Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia.

出版信息

Sci Rep. 2021 Feb 5;11(1):3250. doi: 10.1038/s41598-021-81426-x.

Abstract

The epithelial-mesenchymal transition (EMT) is a crucial process in cancer progression and metastasis. Study of metabolic changes during the EMT process is important in seeking to understand the biochemical changes associated with cancer progression, not least in scoping for therapeutic strategies aimed at targeting EMT. Due to the potential for high sensitivity and specificity, Raman spectroscopy was used here to study the metabolic changes associated with EMT in human breast cancer tissue. For Raman spectroscopy measurements, tissue from 23 patients were collected, comprising non-lesional, EMT and non-EMT formalin-fixed and paraffin embedded breast cancer samples. Analysis was made in the fingerprint Raman spectra region (600-1800 cm) best associated with cancer progression biochemical changes in lipid, protein and nucleic acids. The ANOVA test followed by the Tukey's multiple comparisons test were conducted to see if there existed differences between non-lesional, EMT and non-EMT breast tissue for Raman spectroscopy measurements. Results revealed that significant differences were evident in terms of intensity between the non-lesional and EMT samples, as well as the EMT and non-EMT samples. Multivariate analysis involving independent component analysis, Principal component analysis and non-negative least square were used to analyse the Raman spectra data. The results show significant differences between EMT and non-EMT cancers in lipid, protein, and nucleic acids. This study demonstrated the capability of Raman spectroscopy supported by multivariate analysis in analysing metabolic changes in EMT breast cancer tissue.

摘要

上皮-间充质转化(EMT)是癌症进展和转移的关键过程。研究 EMT 过程中的代谢变化对于了解与癌症进展相关的生化变化非常重要,尤其是在寻找针对 EMT 的治疗策略方面。由于具有高灵敏度和特异性的潜力,拉曼光谱被用于研究人乳腺癌组织中与 EMT 相关的代谢变化。对于拉曼光谱测量,收集了 23 名患者的组织,包括非病变、EMT 和非 EMT 的福尔马林固定和石蜡包埋乳腺癌样本。分析集中在指纹拉曼光谱区域(600-1800 cm),该区域与脂质、蛋白质和核酸中的癌症进展生化变化密切相关。进行了方差分析(ANOVA)检验,然后进行了 Tukey 的多重比较检验,以确定非病变、EMT 和非 EMT 乳腺癌组织之间的拉曼光谱测量是否存在差异。结果表明,非病变和 EMT 样本以及 EMT 和非 EMT 样本之间的强度存在显著差异。多元分析涉及独立成分分析、主成分分析和非负最小二乘法,用于分析拉曼光谱数据。结果表明,EMT 和非 EMT 癌症在脂质、蛋白质和核酸方面存在显著差异。这项研究证明了拉曼光谱结合多元分析在分析 EMT 乳腺癌组织代谢变化方面的能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4da8/7864999/3edfb1eac0df/41598_2021_81426_Fig1_HTML.jpg

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