Raman identification of single cell component and FMS‐like tyrosine kinase 3‐internal tandem duplications subtype for clinical acute myeloid leukemia

髓系白血病 白血病 核酸 生物 拉曼光谱 计算生物学 癌症研究 化学 免疫学 生物化学 物理 光学
作者
Yimeng Wang,Yihui Wu,Mingbo Chi,Mingxin Li,Sujun Gao,Long Su,Wei Han
出处
期刊:Journal of Raman Spectroscopy [Wiley]
卷期号:54 (6): 596-607 被引量:3
标识
DOI:10.1002/jrs.6523
摘要

Abstract Acute myeloid leukemia (AML) is a malignant clonal blood disease of hematopoietic stem cells with poor prognosis. Traditional diagnosis of AML depends on the morphology, immunology, cytogenetics, and molecular biology (MICM) classification. As a rapid, label‐free and non‐destructive detection method, Raman spectroscopy can characterize the molecular information in the biochemical process at the molecular level through peak position, intensity and other information. In this paper, we collected leukemic blast cells from 19 AML patients. Firstly, it was proved that with the help of multivariate analysis methods such as principal component analysis‐linear discriminant analysis (PCA‐LDA) and multivariate curve resolution‐alternating least squares (MCR‐ALS), Raman spectroscopy could effectively distinguish AML cells from normal leukocytes, and the accuracy rate was up to 96.71%. The results showed that compared with normal leukocytes, multiple components of information decomposed by the AML spectrum represented abnormal alterations in proteins, nucleic acids, lipids and carbohydrates in leukemia cells. Secondly, the same procedure was used to further detect different types of AML and found that Raman spectroscopy could distinguish AML cells with FMS‐like tyrosine kinase 3‐Internal Tandem Duplications (FLT3‐ITD) mutations or not, and there were differences in spectral characteristics corresponding to nucleic acids and proteins (amino acids). The above results revealed that Raman spectroscopy has great potential for clinical diagnosis and mechanistic study of AML.
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