Identification of ten serum microRNAs from a genome-wide serum microRNA expression profile as novel noninvasive biomarkers for nonsmall cell lung cancer diagnosis

被引:300
|
作者
Chen, Xi [1 ]
Hu, Zhibin [2 ]
Wang, Wenjing [3 ]
Ba, Yi [4 ]
Ma, Lijia [5 ,6 ]
Zhang, Chunni [7 ]
Wang, Cheng [7 ]
Ren, Zhiji [1 ]
Zhao, Yang [2 ]
Wu, Sijia [1 ]
Zhuang, Rui [1 ]
Zhang, Yixin [8 ]
Hu, Heng [3 ]
Liu, Chazhen [3 ]
Xu, Lin [9 ]
Wang, Jun [5 ,6 ]
Shen, Hongbing [2 ]
Zhang, Junfeng [1 ]
Zen, Ke [1 ]
Zhang, Chen-Yu [1 ]
机构
[1] Nanjing Univ, Sch Life Sci, Jiangsu Engn Res Ctr MicroRNA Biol & Biotechnol, State Key Lab Pharmaceut Biotechnol, Nanjing 210093, Jiangsu, Peoples R China
[2] Nanjing Med Univ, Dept Epidemiol & Biostat, Ctr Canc, Nanjing, Jiangsu, Peoples R China
[3] Shanghai Municipal Ctr Dis Control & Prevent, Shanghai, Peoples R China
[4] Tianjin Med Univ, Canc Inst & Hosp, Tianjin, Peoples R China
[5] Beijing Genom Inst, Shenzhen, Peoples R China
[6] Chinese Acad Sci, Beijing Inst Genom, Beijing, Peoples R China
[7] Nanjing Univ, Dept Biochem, Jinling Hosp, Clin Sch,Med Coll, Nanjing 210093, Jiangsu, Peoples R China
[8] Nantong Tumor Hosp, Dept Hepatobiliary Surg, Nantong, Jiangsu, Peoples R China
[9] Canc Hosp Jiangsu Prov, Dept Thorac Surg, Nanjing, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
serum microRNA; nonsmall cell lung cancer; early diagnosis; noninvasive biomarker; CARCINOMA; SURVIVAL; SIGNATURES; MARKERS; PCR;
D O I
10.1002/ijc.26177
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The detection of nonsmall cell lung cancer (NSCLC) at an early stage presents a daunting challenge due to the lack of a specific noninvasive marker. The discovery of microRNAs (miRNAs), particularly those found in serum, has opened a new avenue for tumor diagnosis. To determine whether the expression profile of serum miRNAs can serve as a NSCLC fingerprint, we performed Taqman probe-based quantitative RT-PCR assay to selected differentially expressed serum miRNAs from a sample set including 400 NSCLC cases and 220 controls, and risk score analysis to evaluate the diagnostic value of the serum miRNA profiling system. After a two-phase selection and validation process, 10 miRNAs were found to have significantly different expression levels in NSCLC serum samples compared with the control serum samples. Risk score analysis showed that this panel of miRNAs was able to distinguish NSCLC cases from controls with high sensitivity and specificity. Under ROC curves, the AUC for tumor identification in training set and validation set were 0.966 and 0.972, respectively. Furthermore, the expression profile of the 10-serum miRNAs was correlated with the stage of NSCLC patients, especially in younger patients and patients with current smoking habits. More importantly, the serum miRNA-based biomarker for early NSCLC detection was supported by a retrospective analysis in which the 10-serum miRNA profile could accurately classify serum samples collected up to 33 months ahead of the clinical NSCLC diagnosis. Taken together, we demonstrate that the profiling of 10-serum miRNAs provides a novel noninvasive biomarker for NSCLC diagnosis.
引用
收藏
页码:1620 / 1628
页数:9
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