Biomarker identification and pathway analysis by serum metabolomics of childhood acute lymphoblastic leukemia

被引:39
作者
Bai, Yunnuo [1 ]
Zhang, Haitao [1 ]
Sun, Xiaohan [1 ]
Sun, Changhao [2 ]
Ren, Lihong [1 ]
机构
[1] Harbin Med Univ, Affiliated Hosp 2, Dept Pediat, Harbin 150001, Peoples R China
[2] Harbin Med Univ, Sch Publ Hlth, Dept Nutr & Food Hyg, Harbin 150081, Peoples R China
关键词
Acute lymphoblastic leukemia; Pathway analysis; Biomarkers; Metabolomics; UPLC/Q-TOF; SQUAMOUS-CELL CARCINOMA; BREAST-CANCER; MASS-SPECTROMETRY; HEPATOCELLULAR-CARCINOMA; LIVER-CIRRHOSIS; PROSTATE-CANCER; BLOOD-PLASMA; METABONOMICS; SIGNATURES; CHILDREN;
D O I
10.1016/j.cca.2014.05.022
中图分类号
R446 [实验室诊断]; R-33 [实验医学、医学实验];
学科分类号
1001 ;
摘要
Background: Acute lymphoblastic leukemia (ALL) is a common hematological malignant neoplasm that typically affects children. Although intense chemotherapeutic regimens have been useful to combat the disease, approximately 20% of patients will relapse despite treatment. Diagnosing ALL requires bone marrow puncture procedure, which many parents do not consent to for it is invasive. Additionally, metabolic alterations associated with the disease are unclear. Methods: Metabolic alterations associated with ALL were investigated by performing serum metabolomics based on ultra-performance liquid chromatography coupled with quadrupole time-of-flight tandem mass spectrometry and multivariate statistical analysis. Ingenuity Pathways Analysis (IPA) was also performed. Results: Thirty metabolites (17 detected in positive mode and 13 in negative mode) were differentially expressed between patients with ALL and control patients; these metabolites were selected as potential biomarkers. Based on IPA analysis, glycerophospholipid metabolism is deregulated in patients with ALL and may represent an underlying metabolic pathway associated with disease progression. Conclusions: Metabolomics can be used to analyze the metabolic activity of ALL patients compared to healthy controls. The data we provide here suggest that glycerophospholipid metabolism may be a key mechanism underlying disease progression and development. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:207 / 216
页数:10
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