Sputum microRNA Biomarkers for Identifying Lung Cancer in Indeterminate Solitary Pulmonary Nodules

被引:94
作者
Xing, Lingxiao [1 ]
Su, Jian [2 ]
Guarnera, Maria A. [2 ]
Zhang, Howard [3 ]
Cai, Ling [4 ]
Zhou, Rixin [5 ]
Stass, Sanford A. [2 ]
Jiang, Feng [2 ]
机构
[1] Hebei Med Univ, Dept Pathol, Shijiazhuang 050017, Peoples R China
[2] Univ Maryland, Sch Med, Dept Pathol, Baltimore, MD 21201 USA
[3] Univ Maryland, Sch Med, Dept Med, Baltimore, MD 21201 USA
[4] Univ Maryland, Sch Med, Dept Epidemiol & Publ Hlth, Baltimore, MD 21201 USA
[5] Nevada Canc Ctr, Las Vegas, NV USA
关键词
COMPUTED-TOMOGRAPHY; DIAGNOSIS; CYTOLOGY; MIRNAS; PANEL; HYPERMETHYLATION; ABNORMALITIES; PREDICTOR; MARKERS;
D O I
10.1158/1078-0432.CCR-14-1873
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: The early detection of lung cancer in heavy smokers by low-dose CT (LDCT) can reduce the mortality. However, LDCT screening increases the number of indeterminate solitary pulmonary nodules (SPN) in asymptomatic individuals, leading to overdiagnosis. Making a definitive preoperative diagnosis of malignant SPNs has been a clinical challenge. We have demonstrated that sputum miRNAs could provide potential biomarkers for lung cancer. Here, we aimed to develop sputum miRNA biomarkers for diagnosis of malignant SPNs. Experimental Design: Using quantitative RT-PCR, we evaluated expressions of 13 sputum miRNAs, previously identified sputum miRNA signatures of lung cancer, in a training set of 122 patients with either malignant (n = 60) or benign SPNs (n = 62) to define a panel of biomarkers. We then validated the biomarker panel in an internal testing set of 136 patients with either malignant (n = 67) or benign SPNs (n = 69), and an external testing cohort of 155 patients with either malignant (n = 76) or benign SPNs (n = 79). Results: In the training set, a panel of three miRNA biomarkers (miRs21, 31, and 210) was developed, producing 82.93% sensitivity and 87.84% specificity for identifying malignant SPNs. The sensitivity and specificity of the biomarkers in the two independent testing cohorts were 82.09% and 88.41%, 80.52% and 86.08%, respectively, confirming the diagnostic value. Conclusions: Sputum miRNA biomarkers may improve LDCT screening for lung cancer in heavy smokers by preoperatively diagnosing malignant SPNs. Nevertheless, a prospective study in a large population to validate the biomarkers is needed. (C) 2015 AACR.
引用
收藏
页码:484 / 489
页数:6
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