An Integrated Proteomics and Metabolomics Approach for Defining Oncofetal Biomarkers in the Colorectal Cancer

被引:89
作者
Ma, Yanlei [1 ]
Zhang, Peng [1 ]
Wang, Feng [1 ]
Liu, Weijie [2 ]
Yang, Jianjun [2 ]
Qin, Huanlong [1 ]
机构
[1] Tongji Univ, Shanghai Peoples Hosp 10, Dept Surg, Shanghai 200072, Peoples R China
[2] Shanghai Jiao Tong Univ, Peoples Hosp 6, Dept Surg, Shanghai 200233, Peoples R China
基金
中国国家自然科学基金;
关键词
NUCLEAR-MAGNETIC-RESONANCE; CLINICAL-PRACTICE GUIDELINES; WNT SIGNALING PATHWAY; D-BINDING-PROTEIN; TUMOR-MARKERS; GEL-ELECTROPHORESIS; HEPATOCELLULAR-CARCINOMA; PANCREATIC-CANCER; PROSTATE-CANCER; PLASMA PROTEOME;
D O I
10.1097/SLA.0b013e31824a9a8b
中图分类号
R61 [外科手术学];
学科分类号
摘要
Objective: The present study was designed to search for potential diagnostic biomarkers in the serum of colorectal cancer (CRC). Background: CRC is the third most common cancer worldwide, and its prognosis is poor at early stages. A panel of novel biomarkers is urgently needed for early diagnosis of CRC. Methods: An integrated proteomics and metabolomics approach was performed to define oncofetal biomarkers in CRC by protein and metabolite profiling of serum samples from CRC patients, healthy control adults, and fetus. The differentially expressed proteins were identified by a 2-D DIGE (2-Dimensional Difference Gel Electrophoresis) coupled with a Finnigan LTQ-based proteomics approach. Meanwhile, the serum metabolome was analyzed using gas chromatography-mass spectrometry integrated with a commercial mass spectral library for peak identification. Results: Of the 28 identified proteins and the 34 analyzed metabolites, only 5 protein spots and 6 metabolites were significantly increased or decreased in both CRC and fetal serum groups compared with the healthy adult group. Data from supervised predictive models allowed a separation of 93.5% of CRC patients from the healthy controls using the 6 metabolites. Finally, correlation analysis was applied to establish quantitative linkages between the 5 individual metabolite 3-hydroxybutyric acid, L-valine, L-threonine, 1-deoxyglucose, and glycine and the 5 individual proteins MACF1, APOH, A2M, IGL@, and VDB. Furthermore, 10 potential oncofetal biomarkers were characterized and their potential for CRC diagnosis was validated. Conclusion: The integrated approach we developed will promote the translation of biomarkers with clinical value into routine clinical practice.
引用
收藏
页码:720 / 730
页数:11
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