Lung cancer biomarkers and uses thereof
The present application includes biomarkers, methods, devices, reagents, systems, and kits for the detection and diagnosis of lung cancer. In one aspect, the application provides biomarkers that can be used alone or in various combinations to diagnose lung cancer or permit the differential diagnosis of pulmonary nodules as benign or malignant. In another aspect, methods are provided for diagnosing lung cancer in an individual, where the methods include detecting, in a biological sample from an individual, at least one biomarker value corresponding to at least one biomarker selected from the group of biomarkers provided in Table 18, Table 20, or Table 21, wherein the individual is classified as having lung cancer, or the likelihood of the individual having lung cancer is determined, based on the at least one biomarker value.
1. A method comprising the following steps:
a) contacting a biological sample from a human with a set of N capture reagents, wherein N is any integer from 5 to 20, wherein the biological sample is selected from the group consisting of whole blood, plasma, and serum, further wherein the capture reagents are aptamers comprising a 5-position pyrimidine modification, further wherein each capture reagent specifically binds to a different protein of the set of proteins comprising at least ERBB1, SCFsR, WIMP-12, C9 and MMP-7;
b) measuring the level of each protein of the set of proteins based on measurement of the capture reagents;
c) applying a trained nave Bayes classifier, trained with data from a lung cancer negative group and a lung cancer positive group, to the measured level of each of the different proteins in order to calculate an individual log-likelihood ratio for each of the different proteins;
d) determining a risk level of the human for having lung cancer based on the sum of each log-likelihood ratio for each of the different proteins plus a term to account for the prevalence of lung cancer in a population comprising the human; and
e) administering a treatment selected from the group consisting of a cancer vaccine, radiation, drug therapy, surgery and a combination thereof to the subject.
2. The method of claim 1 , wherein measurement of the protein levels comprises performing an in vitro assay.
3. The method of claim 1 , wherein the biological sample is serum.
4. The method of claim 1 , wherein the human is a smoker.
5. The method of claim 1 , wherein the human has a pulmonary nodule.