Diagnosis of lung cancer in individuals with solitary pulmonary nodules by plasma microRNA biomarkers

BMC Cancer. 2011 Aug 24;11:374. doi: 10.1186/1471-2407-11-374.

Abstract

Background: 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.

Methods: 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.

Results: 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.

Conclusions: The plasma miRNAs provide potential circulating biomarkers for noninvasively diagnosing lung cancer among individuals with SPNs, and could be further evaluated in clinical trials.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Area Under Curve
  • Biomarkers, Tumor / blood*
  • Female
  • Humans
  • Logistic Models
  • Lung Neoplasms / blood
  • Lung Neoplasms / diagnosis*
  • Lung Neoplasms / genetics*
  • Male
  • MicroRNAs / biosynthesis
  • MicroRNAs / blood*
  • Middle Aged
  • ROC Curve
  • Reproducibility of Results
  • Reverse Transcriptase Polymerase Chain Reaction
  • Smoking / blood
  • Smoking / genetics
  • Solitary Pulmonary Nodule / blood
  • Solitary Pulmonary Nodule / diagnosis*
  • Solitary Pulmonary Nodule / genetics*
  • Statistics, Nonparametric

Substances

  • Biomarkers, Tumor
  • MicroRNAs