Serum MicroRNA Expression Profile as a Biomarker in the Diagnosis and Prognosis of Pancreatic Cancer

胰腺癌 小RNA 医学 生物标志物 内科学 肿瘤科 癌症 诊断生物标志物 生物信息学 生物 基因 生物化学
作者
Rui Liu,Xi Chen,Yiqi Du,Weiyan Yao,Lin Shen,Cheng Wang,Zhibin Hu,Rui Zhuang,Guang Ning,Chen‐Yu Zhang,Yaozong Yuan,Zhao‐Shen Li,Ke Zen,Yi Ba,Chen-Yu Zhang
出处
期刊:Clinical Chemistry [American Association for Clinical Chemistry]
卷期号:58 (3): 610-618 被引量:371
标识
DOI:10.1373/clinchem.2011.172767
摘要

Abstract BACKGROUND Detection of pancreatic cancer (PaC), particularly at early stages, remains a great challenge owing to lack of specific biomarkers. We sought to identify a PaC-specific serum microRNA (miRNA) expression profile and test its specificity and sensitivity as a biomarker in the diagnosis and prognosis of PaC. METHODS We obtained serum samples from 197 PaC cases and 158 age- and sex-matched cancer-free controls. We screened the differentially expressed serum miRNAs with Illumina sequencing by synthesis technology using pooled serum samples followed by RT-qPCR validation of a large number of samples arranged in multiple stages. We used risk score analysis to evaluate the diagnostic value of the serum miRNA profiling system. To assess the serum miRNA–based biomarker accuracy in predicting PaC, we performed additional double-blind testing in 77 PaC cases and 52 controls and diagnostic classification in 55 cases with clinically suspected PaC. RESULTS After the selection and validation process, 7 miRNAs displayed significantly different expression levels in PaC compared with controls. This 7 miRNA–based biomarker had high sensitivity and specificity for distinguishing various stages of PaC from cancer-free controls and also accurately discriminated PaC patients from chronic pancreatitis (CP) patients. Among the 7 miRNAs, miR-21 levels in serum were significantly associated with overall PaC survival. The diagnostic accuracy rate of the 7-miRNA profile was 83.6% in correctly classifying 55 cases with clinically suspected PaC. CONCLUSIONS These data demonstrate that the 7 miRNA–based biomarker can serve as a novel noninvasive approach for PaC diagnosis and prognosis.
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