Diagnostic for lung disorders using class prediction
The present invention provides methods for diagnosis and prognosis of lung cancer using expression analysis of one or more groups of genes, and a combination of expression analysis with bronchoscopy. The methods of the invention provide far superior detection accuracy for lung cancer when compared to any other currently available method for lung cancer diagnostic or prognosis. The invention also provides methods of diagnosis and prognosis of other lung diseases, particularly in individuals who are exposed to air pollutants, such as cigarette or cigar smoke, smog, asbestos and the like air contaminants or pollutants.
1. A method of processing a sample of airway epithelial cells from a subject who is asymptomatic for lung cancer, comprising:
(a) receiving a sample of airway epithelial cells from the subject who is asymptomatic for lung cancer; and
(b) measuring, by reverse-transcription polymerase chain reaction (RT-PCR) analysis, the expression level of gene transcripts in the sample, wherein the gene transcripts measured comprise IL-8, FOS, and BACH2.
2. The method of claim 1 wherein the gene transcripts measured further comprise DEFB1.
3. The method of claim 2 wherein the gene transcripts measured further comprise CCDC81.
4. The method of claim 1 further comprising measuring a gene transcript selected from Table 1.
5. The method of claim 1 further comprising measuring a gene transcript selected from Table 3.
6. The method of claim 1 further comprising measuring a gene transcript selected from Table 4.
7. The method of claim 1 further comprising measuring a gene transcript selected from Table 5.
8. The method of claim 1 further comprising measuring a gene transcript selected from Table 6.
9. The method of claim 1 further comprising measuring a gene transcript selected from Table 7.
10. The method of claim 1 wherein transcripts of at least 40 genes are measured.
11. The method of claim 1 wherein transcripts of at least 60 genes are measured.
12. The method of claim 1 wherein transcripts of at least 70 genes are measured.
13. The method of claim 1 wherein the airway epithelial cells are not from the bronchus.
14. The method of claim 1 wherein transcripts of no more than 180 genes are measured.