Literature DB >> 32943537

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

Lisha Ying1,2, Lingbin Du2,3, Ruiyang Zou4, Lei Shi2,5, Nan Zhang1,2, Jiaoyue Jin2,6, Chenyang Xu1,2, Fanrong Zhang2,7, Chen Zhu2,3, Junzhou Wu1,2, Kaiyan Chen2,8, Minran Huang2,6, Yingxue Wu1,2, Yimin Zhang2,9, Weihui Zheng2,10, Xiaodan Pan2,11, Baofu Chen12, Aifen Lin13, John Kit Chung Tam14, Rob Martinus van Dam15,16, David Tien Min Lai14, Kee Seng Chia16, Lihan Zhou4, Heng-Phon Too17, Herbert Yu18, Weimin Mao2,10, Dan Su19,6.   

Abstract

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.

Entities:  

Keywords:  blood biomarker; early detection; microRNA

Mesh:

Substances:

Year:  2020        PMID: 32943537      PMCID: PMC7547174          DOI: 10.1073/pnas.2006212117

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


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