Development of a serum miRNA panel for detection of early stage non-small cell lung cancer

被引:69
|
作者
Ying, Lisha [1 ,2 ]
Du, Lingbin [2 ,3 ]
Zou, Ruiyang [4 ]
Shi, Lei [2 ,5 ]
Zhang, Nan [1 ,2 ]
Jin, Jiaoyue [2 ,6 ]
Xu, Chenyang [2 ]
Zhang, Fanrong [2 ,7 ]
Zhu, Chen [2 ,3 ]
Wu, Junzhou [1 ,2 ]
Chen, Kaiyan [2 ,8 ]
Huang, Minran [2 ,6 ]
Wu, Yingxue [1 ,2 ]
Zhang, Yimin [2 ,9 ]
Zheng, Weihui [2 ,10 ]
Pan, Xiaodan [2 ,11 ]
Chen, Baofu [12 ]
Lin, Aifen [13 ]
Tam, John Kit Chung [14 ]
van Dam, Rob Martinus [15 ,16 ]
Lai, David Tien Min [14 ]
Chia, Kee Seng [16 ]
Zhou, Lihan [4 ]
Too, Heng-Phon [17 ]
Yu, Herbert [18 ]
Mao, Weimin [2 ,10 ]
Su, Dan [2 ,6 ]
机构
[1] Univ Chinese Acad Sci, Zhejiang Canc Hosp, Canc Hosp, Canc Res Inst, Hangzhou 310022, Zhejiang, Peoples R China
[2] Chinese Acad Sci, Inst Canc & Basic Med, Hangzhou 310022, Zhejiang, Peoples R China
[3] Univ Chinese Acad Sci, Zhejiang Canc Hosp, Canc Hosp, Zhejiang Canc Ctr, Hangzhou 310022, Zhejiang, Peoples R China
[4] DMiRXES Hangzhou Biotechnol Co Ltd, Hangzhou 310018, Zhejiang, Peoples R China
[5] Univ Chinese Acad Sci, Zhejiang Canc Hosp, Canc Hosp, Radiol Dept, Hangzhou 310022, Zhejiang, Peoples R China
[6] Univ Chinese Acad Sci, Zhejiang Canc Hosp, Canc Hosp, Dept Pathol, Hangzhou 310022, Zhejiang, Peoples R China
[7] Univ Chinese Acad Sci, Zhejiang Canc Hosp, Canc Hosp, Dept Breast Surg, Hangzhou 310022, Zhejiang, Peoples R China
[8] Univ Chinese Acad Sci, Zhejiang Canc Hosp, Canc Hosp, Dept Chemotherapy, Hangzhou 310022, Zhejiang, Peoples R China
[9] Univ Chinese Acad Sci, Zhejiang Canc Hosp, Canc Hosp, Dept Clin Lab, Hangzhou 310022, Zhejiang, Peoples R China
[10] Univ Chinese Acad Sci, Zhejiang Canc Hosp, Canc Hosp, Dept Thorac Surg, Hangzhou 310022, Zhejiang, Peoples R China
[11] Univ Chinese Acad Sci, Zhejiang Canc Hosp, Canc Hosp, Human Tissue Bank, Hangzhou 310022, Zhejiang, Peoples R China
[12] Wenzhou Med Univ, Taizhou Hosp Zhejiang Prov, Dept Cardiothorac Surg, Linhai 317000, Zhejiang, Peoples R China
[13] Wenzhou Med Univ, Taizhou Hosp Zhejiang Prov, Biol Resource Ctr, Linhai 317000, Zhejiang, Peoples R China
[14] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Surg, Singapore 119077, Singapore
[15] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Med, Singapore 119077, Singapore
[16] Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore 119077, Singapore
[17] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Biochem, Singapore 119077, Singapore
[18] Univ Hawaii, Canc Ctr, Honolulu, HI 96813 USA
基金
中国国家自然科学基金;
关键词
blood biomarker; microRNA; early detection; FALSE DISCOVERY RATE; MICRORNA; SIGNATURE; IDENTIFICATION; STATISTICS; EXPRESSION; DIAGNOSIS; MODEL; TIME;
D O I
10.1073/pnas.2006212117
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Minimally invasive testing for early detection of lung cancer to improve patient survival is a major unmet clinical need. This study aimed to develop and validate a serum multi-microRNA (multimiR) panel as a minimally invasive test for early detection of nonsmall cell lung cancer (NSCLC) regardless of smoking status, gender, and ethnicity. Our study included 744 NSCLC cases and 944 matched controls, including smokers and nonsmokers, male and female, with Asian and Caucasian subjects. Using RT-qPCR and a tightly controlled workflow, we quantified the absolute expression of 520 circulating microRNAs (miRNAs) in a Chinese cohort of 180 early stage NSCLC cases and 216 healthy controls (male smokers). Candidate biomarkers were verified in two case-control cohorts of 432 Chinese and 218 Caucasians, respectively (including females and nonsmokers). A multimiR panel for NSCLC detection was developed using a twofold cross-validation and validated in three additional Asian cohorts comprising 642 subjects. We discovered 35 candidate miRNA biomarkers, verified 22 of them, and developed a five-miR panel that detected NSCLC with area under curve (AUC) of 0.936-0.984 in the discovery and verification cohorts. The panel was validated in three independent cohorts with AUCs of 0.973, 0.916, and 0.917. The sensitivity of five-miR test was 81.3% for all stages, 82.9% for stages I and II, and 83.0% for stage I NSCLC, when the specificity is at 90.7%. We developed a minimally invasive five-miR serum test for detecting early stage NSCLC and validated its performance in multiple patient cohorts independent of smoking status, gender, and ethnicity.
引用
收藏
页码:25036 / 25042
页数:7
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