Diagnosis of lung cancer in individuals with solitary pulmonary nodules by plasma microRNA biomarkers
Top Cited Papers
Open Access
- 24 August 2011
- journal article
- research article
- Published by Springer Nature in BMC Cancer
- Vol. 11 (1), 374
- https://doi.org/10.1186/1471-2407-11-374
Abstract
Making a definitive preoperative diagnosis of solitary pulmonary nodules (SPNs) found by CT has been a clinical challenge. We previously demonstrated that microRNAs (miRNAs) could be used as biomarkers for lung cancer diagnosis. Here we investigate whether plasma microRNAs are useful in identifying lung cancer among individuals with CT-detected SPNs. By using quantitative reverse transcriptase PCR analysis, we first determine plasma expressions of five miRNAs in a training set of 32 patients with malignant SPNs, 33 subjects with benign SPNs, and 29 healthy smokers to define a panel of miRNAs that has high diagnostic efficiency for lung cancer. We then validate the miRNA panel in a testing set of 76 patients with malignant SPNs and 80 patients with benign SPNs. In the training set, miR-21 and miR-210 display higher plasma expression levels, whereas miR-486-5p has lower expression level in patients with malignant SPNs, as compared to subjects with benign SPNs and healthy controls (all P ≤ 0.001). A logistic regression model with the best prediction was built on the basis of miR-21, miR-210, and miR-486-5p. The three miRNAs used in combination produced the area under receiver operating characteristic curve at 0.86 in distinguishing lung tumors from benign SPNs with 75.00% sensitivity and 84.95% specificity. Validation of the miRNA panel in the testing set confirms their diagnostic value that yields significant improvement over any single one. The plasma miRNAs provide potential circulating biomarkers for noninvasively diagnosing lung cancer among individuals with SPNs, and could be further evaluated in clinical trials.Keywords
This publication has 53 references indexed in Scilit:
- Plasma microRNAs as potential biomarkers for non-small-cell lung cancerLaboratory Investigation, 2011
- Screening for circulating nucleic acids and caspase activity in the peripheral blood as potential diagnostic tools in lung cancerMolecular Oncology, 2011
- miR-210 is overexpressed in late stages of lung cancer and mediates mitochondrial alterations associated with modulation of HIF-1 activityCell Death & Differentiation, 2010
- Early detection of lung adenocarcinoma in sputum by a panel of microRNA markersInternational Journal of Cancer, 2010
- Combined genetic analysis of sputum and computed tomography for noninvasive diagnosis of non-small-cell lung cancerLung Cancer, 2009
- Hypoxia-Inducible mir-210 Regulates Normoxic Gene Expression Involved in Tumor InitiationMolecular Cell, 2009
- Altered miRNA expression in sputum for diagnosis of non-small cell lung cancerLung Cancer, 2009
- Characterization of microRNAs in serum: a novel class of biomarkers for diagnosis of cancer and other diseasesCell Research, 2008
- Differential Expression of PTEN-Targeting MicroRNAs miR-19a and miR-21 in Cowden SyndromeAmerican Journal of Human Genetics, 2008
- MicroRNA expression profiles classify human cancersNature, 2005