A miRNA-based diagnostic model predicts resectable lung cancer in humans with high accuracy

被引:91
作者
Asakura, Keisuke [1 ,2 ]
Kadota, Tsukasa [3 ,4 ]
Matsuzaki, Juntaro [3 ]
Yoshida, Yukihiro [1 ]
Yamamoto, Yusuke [3 ]
Nakagawa, Kazuo [1 ]
Takizawa, Satoko [3 ,5 ]
Aoki, Yoshiaki [6 ]
Nakamura, Eiji [6 ]
Miura, Junichiro [6 ]
Sakamoto, Hiromi [7 ]
Kato, Ken [8 ]
Watanabe, Shun-ichi [1 ]
Ochiya, Takahiro [3 ,9 ]
机构
[1] Natl Canc Ctr, Dept Thorac Surg, Chuo Ku, 5-1-1 Tsukiji, Tokyo 1040045, Japan
[2] Keio Univ, Sch Med, Div Thorac Surg,Dept Surg, Shinjuku Ku, 35 Shinanomachi, Tokyo 1608582, Japan
[3] Natl Canc Ctr, Div Mol & Cellular Med, Res Inst, Chuo Ku, 5-1-1 Tsukiji, Tokyo 1040045, Japan
[4] Jikei Univ, Div Resp Dis, Dept Internal Med,Sch Med, Minato Ku, 3-25-8 Nishi Shimbashi, Tokyo 1058461, Japan
[5] Toray Industries Ltd, 6-10-1 Tebiro, Kamakura, Kanagawa 2480036, Japan
[6] Dynacom Co Ltd, Mihama Ku, World Business Garden E25,2-6-1 Nakase, Chiba 2617125, Japan
[7] Natl Canc Ctr, Res Inst, Dept Biobank & Tissue Resources, Tokyo 1040045, Japan
[8] Natl Canc Ctr, Dept Gastrointestinal Med Oncol, Chuo Ku, 5-1-1 Tsukiji, Tokyo 1040045, Japan
[9] Tokyo Med Univ, Inst Med Sci, Tokyo 1600023, Japan
关键词
NONINVASIVE BIOMARKERS; PROGNOSTIC BIOMARKER; COMPUTED-TOMOGRAPHY; MATURE MIR-17-5P; TARGETING PTEN; SERUM MICRORNA; BREAST-CANCER; EXPRESSION; PANEL; IDENTIFICATION;
D O I
10.1038/s42003-020-0863-y
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Asakura, Kadota et al. demonstrate the diagnostic potential of serum microRNAs for resectable lung cancer. Their diagnostic model based on the combined expression levels of two miRNAs predicts resectable lung cancer with 99% sensitivity, regardless of histological types and pathological stages of cancer, suggesting its promising, diagnostic utility. Lung cancer, the leading cause of cancer death worldwide, is most frequently detected through imaging tests. In this study, we investigated serum microRNAs (miRNAs) as a possible early screening tool for resectable lung cancer. First, we used serum samples from participants with and without lung cancer to comprehensively create 2588 miRNAs profiles; next, we established a diagnostic model based on the combined expression levels of two miRNAs (miR-1268b and miR-6075) in the discovery set (208 lung cancer patients and 208 non-cancer participants). The model displayed a sensitivity of 99% and specificity of 99% in the validation set (1358 patients and 1970 non-cancer participants) and exhibited high sensitivity regardless of histological type and pathological TNM stage of the cancer. Moreover, the diagnostic index markedly decreased after lung cancer resection. Thus, the model we developed has the potential to markedly improve screening for resectable lung cancer.
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页数:9
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