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题名

Serum microRNA Signature Is Capable of Early Diagnosis for Non-Small Cell Lung Cancer

作者
通讯作者Yang, Shuanying; Chen, Guoan
发表日期
2019
DOI
发表期刊
ISSN
1449-2288
卷号15期号:8页码:1712-1722
摘要

Despite decades of efforts, non-small-cell lung cancer (NSCLC) remains the leading cause of cancer mortality globally primarily due to the challenge in early detection of the cancer. Being an important player in cancer development, the dysregulated miRNAs have been shown promising values as non-invasive diagnostic and prognostic biomarkers for NSCLC. The aim of our study is to access the efficacy and reliability of a potential circulating miRNA panel in early diagnosis of NSCLC. We first selected eight candidate miRNAs, miR-146b, miR-205, miR-29c, miR-31, miR-30b, miR-337, miR-411, and miR-708, which have been shown frequently aberrant in primary NSCLC patients based on our previous studies and other reports. The serum level of each of these miRNAs was evaluated by quantitative real-time PCR (qRT-PCR) in training and testing sets. We found that 5 out of 8 miRNAs (miR-146b, miR-205, miR-29c, miR-30b, and miR-337) were significantly up- regulated in NSCLCs patients compared to healthy or cancer-free controls in both training and testing sets. Based on the logistic regression model, a 4-miRNAs set (miR-146b, miR- 205, miR-29c and miR-30b) was picked out of the 5 miRNAs owing to its excellent diagnostic power for NSCLC patients in the training set (AUC=0.99, accuracy=95.00%), the testing set (AUC=0.93, accuracy=89.69%), and the training-testing combined set (AUC=0.96, accuracy=92.00%). When pathological subtypes of NSCLC are compared, this 4-miRNA panel carried a relatively higher prediction power and higher sensitivity for adenocarcinoma (AC) (AUC=0.98, sensitivity=99.10%) than for squamous cell carcinoma (SCC) (AUC=0.93, sensitivity=90.32%). Additionally, this panel demonstrated a comparable diagnostic capacity for stage I (AUC=0.96) and stage II-III (AUC=0.95) of NSCLC, suggesting its role in reflecting the tumor load. Importantly, the high levels of miR-146b and miR-29c in serum were significantly associated with poor 5-year overall survival (OS) (both p=0.04). Further survival analysis showed that high level of miR-146b in serum is specifically correlated with poor survival rate in SCC patients (p=0.0035) but not in AC patients (p=0.83), consistent with our previous finding that the high tissue expression of miR-146b in lung cancer specimen is indicative of a poor prognosis for SCC patients. Altogether, our study demonstrated that the 4-miRNA panel is a novel, sensitive and non-invasive serum marker for the early diagnosis of NSCLC.

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语种
英语
学校署名
通讯
资助项目
Affiliated Hospital of Guangdong Medical University Doctoral Foundation[2018052638]
WOS研究方向
Biochemistry & Molecular Biology ; Life Sciences & Biomedicine - Other Topics
WOS类目
Biochemistry & Molecular Biology ; Biology
WOS记录号
WOS:000478085900014
出版者
来源库
Web of Science
引用统计
被引频次[WOS]:48
成果类型期刊论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/26731
专题南方科技大学医学院
作者单位
1.Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Resp & Crit Care Med, Xian, Shaanxi, Peoples R China
2.Guangdong Med Univ, Affiliated Hosp, Zhanjiang, Peoples R China
3.Univ Michigan, Dept Surg, Thorac Surg Sect, Ann Arbor, MI 48109 USA
4.Southern Univ Sci & Technol, Sch Med, Shenzhen, Peoples R China
通讯作者单位南方科技大学医学院
推荐引用方式
GB/T 7714
Yang, Xia,Zhang, Qiuhong,Zhang, Ming,et al. Serum microRNA Signature Is Capable of Early Diagnosis for Non-Small Cell Lung Cancer[J]. International Journal of Biological Sciences,2019,15(8):1712-1722.
APA
Yang, Xia.,Zhang, Qiuhong.,Zhang, Ming.,Su, Wenmei.,Wang, Zhuwen.,...&Chen, Guoan.(2019).Serum microRNA Signature Is Capable of Early Diagnosis for Non-Small Cell Lung Cancer.International Journal of Biological Sciences,15(8),1712-1722.
MLA
Yang, Xia,et al."Serum microRNA Signature Is Capable of Early Diagnosis for Non-Small Cell Lung Cancer".International Journal of Biological Sciences 15.8(2019):1712-1722.
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